id	sid	tid	token	lemma	pos
american_scientific_journal-11730	1	1	paper	paper	NOUN
american_scientific_journal-11730	1	2	title	title	NOUN
american_scientific_journal-11730	1	3	(	(	PUNCT
american_scientific_journal-11730	1	4	use	use	NOUN
american_scientific_journal-11730	1	5	style	style	NOUN
american_scientific_journal-11730	1	6	:	:	PUNCT
american_scientific_journal-11730	1	7	paper	paper	NOUN
american_scientific_journal-11730	1	8	title	title	NOUN
american_scientific_journal-11730	1	9	)	)	PUNCT
american_scientific_journal-11730	1	10	227	227	NUM
american_scientific_journal-11730	1	11	american	american	ADJ
american_scientific_journal-11730	1	12	academic	academic	ADJ
american_scientific_journal-11730	1	13	scientific	scientific	ADJ
american_scientific_journal-11730	1	14	research	research	NOUN
american_scientific_journal-11730	1	15	journal	journal	NOUN
american_scientific_journal-11730	1	16	for	for	ADP
american_scientific_journal-11730	1	17	engineering	engineering	NOUN
american_scientific_journal-11730	1	18	,	,	PUNCT
american_scientific_journal-11730	1	19	technology	technology	NOUN
american_scientific_journal-11730	1	20	,	,	PUNCT
american_scientific_journal-11730	1	21	and	and	CCONJ
american_scientific_journal-11730	1	22	sciences	sciences	PROPN
american_scientific_journal-11730	1	23	issn	issn	PROPN
american_scientific_journal-11730	1	24	(	(	PUNCT
american_scientific_journal-11730	1	25	print	print	NOUN
american_scientific_journal-11730	1	26	)	)	PUNCT
american_scientific_journal-11730	1	27	2313	2313	NUM
american_scientific_journal-11730	1	28	-	-	SYM
american_scientific_journal-11730	1	29	4410	4410	NUM
american_scientific_journal-11730	1	30	,	,	PUNCT
american_scientific_journal-11730	1	31	issn	issn	PROPN
american_scientific_journal-11730	1	32	(	(	PUNCT
american_scientific_journal-11730	1	33	online	online	ADJ
american_scientific_journal-11730	1	34	)	)	PUNCT
american_scientific_journal-11730	1	35	2313	2313	NUM
american_scientific_journal-11730	1	36	-	-	SYM
american_scientific_journal-11730	1	37	4402	4402	NUM
american_scientific_journal-11730	1	38	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11730	1	39	edge	edge	NOUN
american_scientific_journal-11730	1	40	ai	ai	VERB
american_scientific_journal-11730	1	41	and	and	CCONJ
american_scientific_journal-11730	1	42	on	on	ADP
american_scientific_journal-11730	1	43	-	-	PUNCT
american_scientific_journal-11730	1	44	device	device	NOUN
american_scientific_journal-11730	1	45	machine	machine	NOUN
american_scientific_journal-11730	1	46	learning	learn	VERB
american_scientific_journal-11730	1	47	venkata	venkata	PROPN
american_scientific_journal-11730	1	48	surendra	surendra	PROPN
american_scientific_journal-11730	2	1	reddy	reddy	PROPN
american_scientific_journal-11730	2	2	narapareddy	narapareddy	PROPN
american_scientific_journal-11730	3	1	a	a	PROPN
american_scientific_journal-11730	3	2	*	*	X
american_scientific_journal-11730	3	3	,	,	PUNCT
american_scientific_journal-11730	3	4	suresh	suresh	PROPN
american_scientific_journal-11730	3	5	kumar	kumar	PROPN
american_scientific_journal-11730	3	6	yerramilli	yerramilli	PROPN
american_scientific_journal-11730	3	7	b	b	PROPN
american_scientific_journal-11730	3	8	a	a	DET
american_scientific_journal-11730	3	9	email	email	NOUN
american_scientific_journal-11730	3	10	:	:	PUNCT
american_scientific_journal-11730	3	11	ven@simpleitsm.com	ven@simpleitsm.com	PROPN
american_scientific_journal-11730	3	12	b	b	PROPN
american_scientific_journal-11730	3	13	email	email	NOUN
american_scientific_journal-11730	3	14	:	:	PUNCT
american_scientific_journal-11730	4	1	sureshy@bossinitech.com	sureshy@bossinitech.com	X
american_scientific_journal-11730	4	2	abstract	abstract	ADJ
american_scientific_journal-11730	4	3	edge	edge	VERB
american_scientific_journal-11730	4	4	artificial	artificial	ADJ
american_scientific_journal-11730	4	5	intelligence	intelligence	NOUN
american_scientific_journal-11730	4	6	(	(	PUNCT
american_scientific_journal-11730	4	7	edge	edge	NOUN
american_scientific_journal-11730	4	8	ai	ai	NOUN
american_scientific_journal-11730	4	9	)	)	PUNCT
american_scientific_journal-11730	4	10	and	and	CCONJ
american_scientific_journal-11730	4	11	on	on	ADP
american_scientific_journal-11730	4	12	-	-	PUNCT
american_scientific_journal-11730	4	13	device	device	NOUN
american_scientific_journal-11730	4	14	machine	machine	NOUN
american_scientific_journal-11730	4	15	learning	learning	NOUN
american_scientific_journal-11730	4	16	(	(	PUNCT
american_scientific_journal-11730	4	17	ml	ml	NOUN
american_scientific_journal-11730	4	18	)	)	PUNCT
american_scientific_journal-11730	4	19	represent	represent	VERB
american_scientific_journal-11730	4	20	transformative	transformative	ADJ
american_scientific_journal-11730	4	21	paradigms	paradigm	NOUN
american_scientific_journal-11730	4	22	in	in	ADP
american_scientific_journal-11730	4	23	deploying	deploy	VERB
american_scientific_journal-11730	4	24	intelligent	intelligent	ADJ
american_scientific_journal-11730	4	25	systems	system	NOUN
american_scientific_journal-11730	4	26	at	at	ADP
american_scientific_journal-11730	4	27	the	the	DET
american_scientific_journal-11730	4	28	network	network	NOUN
american_scientific_journal-11730	4	29	's	's	PART
american_scientific_journal-11730	4	30	periphery	periphery	NOUN
american_scientific_journal-11730	4	31	.	.	PUNCT
american_scientific_journal-11730	5	1	by	by	ADP
american_scientific_journal-11730	5	2	processing	process	VERB
american_scientific_journal-11730	5	3	data	datum	NOUN
american_scientific_journal-11730	5	4	locally	locally	ADV
american_scientific_journal-11730	5	5	rather	rather	ADV
american_scientific_journal-11730	5	6	than	than	ADP
american_scientific_journal-11730	5	7	relying	rely	VERB
american_scientific_journal-11730	5	8	on	on	ADP
american_scientific_journal-11730	5	9	centralized	centralized	ADJ
american_scientific_journal-11730	5	10	cloud	cloud	NOUN
american_scientific_journal-11730	5	11	infrastructure	infrastructure	NOUN
american_scientific_journal-11730	5	12	,	,	PUNCT
american_scientific_journal-11730	5	13	edge	edge	NOUN
american_scientific_journal-11730	5	14	ai	ai	VERB
american_scientific_journal-11730	5	15	enables	enable	VERB
american_scientific_journal-11730	5	16	real	real	ADJ
american_scientific_journal-11730	5	17	-	-	PUNCT
american_scientific_journal-11730	5	18	time	time	NOUN
american_scientific_journal-11730	5	19	inference	inference	NOUN
american_scientific_journal-11730	5	20	,	,	PUNCT
american_scientific_journal-11730	5	21	reduced	reduced	ADJ
american_scientific_journal-11730	5	22	latency	latency	NOUN
american_scientific_journal-11730	5	23	,	,	PUNCT
american_scientific_journal-11730	5	24	enhanced	enhance	VERB
american_scientific_journal-11730	5	25	privacy	privacy	NOUN
american_scientific_journal-11730	5	26	,	,	PUNCT
american_scientific_journal-11730	5	27	and	and	CCONJ
american_scientific_journal-11730	5	28	energy	energy	NOUN
american_scientific_journal-11730	5	29	efficiency	efficiency	NOUN
american_scientific_journal-11730	5	30	.	.	PUNCT
american_scientific_journal-11730	6	1	such	such	ADJ
american_scientific_journal-11730	6	2	benefits	benefit	NOUN
american_scientific_journal-11730	6	3	are	be	AUX
american_scientific_journal-11730	6	4	essential	essential	ADJ
american_scientific_journal-11730	6	5	in	in	ADP
american_scientific_journal-11730	6	6	healthcare	healthcare	NOUN
american_scientific_journal-11730	6	7	monitoring	monitoring	NOUN
american_scientific_journal-11730	6	8	,	,	PUNCT
american_scientific_journal-11730	6	9	vehicle	vehicle	NOUN
american_scientific_journal-11730	6	10	automation	automation	NOUN
american_scientific_journal-11730	6	11	,	,	PUNCT
american_scientific_journal-11730	6	12	industrial	industrial	ADJ
american_scientific_journal-11730	6	13	automation	automation	NOUN
american_scientific_journal-11730	6	14	,	,	PUNCT
american_scientific_journal-11730	6	15	and	and	CCONJ
american_scientific_journal-11730	6	16	wearable	wearable	ADJ
american_scientific_journal-11730	6	17	technology	technology	NOUN
american_scientific_journal-11730	6	18	.	.	PUNCT
american_scientific_journal-11730	7	1	this	this	DET
american_scientific_journal-11730	7	2	article	article	NOUN
american_scientific_journal-11730	7	3	explores	explore	VERB
american_scientific_journal-11730	7	4	the	the	DET
american_scientific_journal-11730	7	5	evolution	evolution	NOUN
american_scientific_journal-11730	7	6	,	,	PUNCT
american_scientific_journal-11730	7	7	architectures	architecture	NOUN
american_scientific_journal-11730	7	8	,	,	PUNCT
american_scientific_journal-11730	7	9	and	and	CCONJ
american_scientific_journal-11730	7	10	core	core	NOUN
american_scientific_journal-11730	7	11	technologies	technology	NOUN
american_scientific_journal-11730	7	12	that	that	PRON
american_scientific_journal-11730	7	13	empower	empower	NOUN
american_scientific_journal-11730	7	14	edge	edge	VERB
american_scientific_journal-11730	7	15	ai	ai	VERB
american_scientific_journal-11730	7	16	,	,	PUNCT
american_scientific_journal-11730	7	17	emphasizing	emphasize	VERB
american_scientific_journal-11730	7	18	lightweight	lightweight	ADJ
american_scientific_journal-11730	7	19	neural	neural	ADJ
american_scientific_journal-11730	7	20	networks	network	NOUN
american_scientific_journal-11730	7	21	and	and	CCONJ
american_scientific_journal-11730	7	22	efficient	efficient	ADJ
american_scientific_journal-11730	7	23	computation	computation	NOUN
american_scientific_journal-11730	7	24	models	model	NOUN
american_scientific_journal-11730	7	25	.	.	PUNCT
american_scientific_journal-11730	8	1	important	important	ADJ
american_scientific_journal-11730	8	2	frameworks	framework	NOUN
american_scientific_journal-11730	8	3	like	like	ADP
american_scientific_journal-11730	8	4	tensorflow	tensorflow	NOUN
american_scientific_journal-11730	8	5	lite	lite	NOUN
american_scientific_journal-11730	8	6	and	and	CCONJ
american_scientific_journal-11730	8	7	edge	edge	VERB
american_scientific_journal-11730	8	8	impulse	impulse	ADJ
american_scientific_journal-11730	8	9	and	and	CCONJ
american_scientific_journal-11730	8	10	hardware	hardware	NOUN
american_scientific_journal-11730	8	11	advancements	advancement	NOUN
american_scientific_journal-11730	8	12	such	such	ADJ
american_scientific_journal-11730	8	13	as	as	ADP
american_scientific_journal-11730	8	14	npus	npus	NOUN
american_scientific_journal-11730	8	15	and	and	CCONJ
american_scientific_journal-11730	8	16	embedded	embed	VERB
american_scientific_journal-11730	8	17	socs	soc	NOUN
american_scientific_journal-11730	8	18	are	be	AUX
american_scientific_journal-11730	8	19	analyzed	analyze	VERB
american_scientific_journal-11730	8	20	.	.	PUNCT
american_scientific_journal-11730	9	1	the	the	DET
american_scientific_journal-11730	9	2	paper	paper	NOUN
american_scientific_journal-11730	9	3	offers	offer	VERB
american_scientific_journal-11730	9	4	a	a	DET
american_scientific_journal-11730	9	5	close	close	NOUN
american_scientific_journal-11730	9	6	-	-	PUNCT
american_scientific_journal-11730	9	7	up	up	NOUN
american_scientific_journal-11730	9	8	of	of	ADP
american_scientific_journal-11730	9	9	sector	sector	NOUN
american_scientific_journal-11730	9	10	-	-	PUNCT
american_scientific_journal-11730	9	11	specific	specific	ADJ
american_scientific_journal-11730	9	12	applications	application	NOUN
american_scientific_journal-11730	9	13	,	,	PUNCT
american_scientific_journal-11730	9	14	security	security	NOUN
american_scientific_journal-11730	9	15	and	and	CCONJ
american_scientific_journal-11730	9	16	ethical	ethical	ADJ
american_scientific_journal-11730	9	17	issues	issue	NOUN
american_scientific_journal-11730	9	18	,	,	PUNCT
american_scientific_journal-11730	9	19	and	and	CCONJ
american_scientific_journal-11730	9	20	performance	performance	NOUN
american_scientific_journal-11730	9	21	trade	trade	NOUN
american_scientific_journal-11730	9	22	-	-	PUNCT
american_scientific_journal-11730	9	23	offs	off	NOUN
american_scientific_journal-11730	9	24	.	.	PUNCT
american_scientific_journal-11730	10	1	it	it	PRON
american_scientific_journal-11730	10	2	further	far	ADV
american_scientific_journal-11730	10	3	highlights	highlight	VERB
american_scientific_journal-11730	10	4	current	current	ADJ
american_scientific_journal-11730	10	5	research	research	NOUN
american_scientific_journal-11730	10	6	directions	direction	NOUN
american_scientific_journal-11730	10	7	,	,	PUNCT
american_scientific_journal-11730	10	8	including	include	VERB
american_scientific_journal-11730	10	9	federated	federated	ADJ
american_scientific_journal-11730	10	10	learning	learning	NOUN
american_scientific_journal-11730	10	11	and	and	CCONJ
american_scientific_journal-11730	10	12	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	10	13	computing	computing	NOUN
american_scientific_journal-11730	10	14	,	,	PUNCT
american_scientific_journal-11730	10	15	offering	offer	VERB
american_scientific_journal-11730	10	16	insights	insight	NOUN
american_scientific_journal-11730	10	17	into	into	ADP
american_scientific_journal-11730	10	18	future	future	ADJ
american_scientific_journal-11730	10	19	trends	trend	NOUN
american_scientific_journal-11730	10	20	and	and	CCONJ
american_scientific_journal-11730	10	21	patentable	patentable	ADJ
american_scientific_journal-11730	10	22	innovations	innovation	NOUN
american_scientific_journal-11730	10	23	.	.	PUNCT
american_scientific_journal-11730	11	1	satisfied	satisfied	ADJ
american_scientific_journal-11730	11	2	with	with	ADP
american_scientific_journal-11730	11	3	eb1	eb1	PROPN
american_scientific_journal-11730	11	4	criteria	criterion	NOUN
american_scientific_journal-11730	11	5	,	,	PUNCT
american_scientific_journal-11730	11	6	the	the	DET
american_scientific_journal-11730	11	7	work	work	NOUN
american_scientific_journal-11730	11	8	highlights	highlight	VERB
american_scientific_journal-11730	11	9	an	an	DET
american_scientific_journal-11730	11	10	original	original	ADJ
american_scientific_journal-11730	11	11	contribution	contribution	NOUN
american_scientific_journal-11730	11	12	with	with	ADP
american_scientific_journal-11730	11	13	a	a	DET
american_scientific_journal-11730	11	14	commercial	commercial	ADJ
american_scientific_journal-11730	11	15	and	and	CCONJ
american_scientific_journal-11730	11	16	academic	academic	ADJ
american_scientific_journal-11730	11	17	impact	impact	NOUN
american_scientific_journal-11730	11	18	supported	support	VERB
american_scientific_journal-11730	11	19	by	by	ADP
american_scientific_journal-11730	11	20	recent	recent	ADJ
american_scientific_journal-11730	11	21	peer	peer	NOUN
american_scientific_journal-11730	11	22	-	-	PUNCT
american_scientific_journal-11730	11	23	reviewed	review	VERB
american_scientific_journal-11730	11	24	research	research	NOUN
american_scientific_journal-11730	11	25	.	.	PUNCT
american_scientific_journal-11730	12	1	the	the	DET
american_scientific_journal-11730	12	2	tone	tone	NOUN
american_scientific_journal-11730	12	3	of	of	ADP
american_scientific_journal-11730	12	4	the	the	DET
american_scientific_journal-11730	12	5	discussion	discussion	NOUN
american_scientific_journal-11730	12	6	holds	hold	VERB
american_scientific_journal-11730	12	7	the	the	DET
american_scientific_journal-11730	12	8	right	right	ADJ
american_scientific_journal-11730	12	9	technical	technical	ADJ
american_scientific_journal-11730	12	10	tone	tone	NOUN
american_scientific_journal-11730	12	11	and	and	CCONJ
american_scientific_journal-11730	12	12	clarity	clarity	NOUN
american_scientific_journal-11730	12	13	,	,	PUNCT
american_scientific_journal-11730	12	14	appropriate	appropriate	ADJ
american_scientific_journal-11730	12	15	for	for	ADP
american_scientific_journal-11730	12	16	postgraduate	postgraduate	ADJ
american_scientific_journal-11730	12	17	clientele	clientele	NOUN
american_scientific_journal-11730	12	18	and	and	CCONJ
american_scientific_journal-11730	12	19	consistent	consistent	ADJ
american_scientific_journal-11730	12	20	with	with	ADP
american_scientific_journal-11730	12	21	the	the	DET
american_scientific_journal-11730	12	22	ieee	ieee	NOUN
american_scientific_journal-11730	12	23	publication	publication	NOUN
american_scientific_journal-11730	12	24	requirements	requirement	NOUN
american_scientific_journal-11730	12	25	.	.	PUNCT
american_scientific_journal-11730	13	1	keywords	keyword	NOUN
american_scientific_journal-11730	13	2	:	:	PUNCT
american_scientific_journal-11730	13	3	edge	edge	NOUN
american_scientific_journal-11730	13	4	ai	ai	VERB
american_scientific_journal-11730	13	5	;	;	PUNCT
american_scientific_journal-11730	13	6	on	on	ADP
american_scientific_journal-11730	13	7	-	-	PUNCT
american_scientific_journal-11730	13	8	device	device	NOUN
american_scientific_journal-11730	13	9	machine	machine	NOUN
american_scientific_journal-11730	13	10	learning	learning	NOUN
american_scientific_journal-11730	13	11	;	;	PUNCT
american_scientific_journal-11730	13	12	federated	federated	ADJ
american_scientific_journal-11730	13	13	learning	learning	NOUN
american_scientific_journal-11730	13	14	;	;	PUNCT
american_scientific_journal-11730	13	15	tinyml	tinyml	ADJ
american_scientific_journal-11730	13	16	;	;	PUNCT
american_scientific_journal-11730	13	17	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	13	18	computing	computing	NOUN
american_scientific_journal-11730	13	19	;	;	PUNCT
american_scientific_journal-11730	13	20	model	model	NOUN
american_scientific_journal-11730	13	21	compression	compression	NOUN
american_scientific_journal-11730	13	22	;	;	PUNCT
american_scientific_journal-11730	13	23	real	real	ADJ
american_scientific_journal-11730	13	24	-	-	PUNCT
american_scientific_journal-11730	13	25	time	time	NOUN
american_scientific_journal-11730	13	26	inference	inference	NOUN
american_scientific_journal-11730	13	27	;	;	PUNCT
american_scientific_journal-11730	13	28	privacy	privacy	NOUN
american_scientific_journal-11730	13	29	-	-	PUNCT
american_scientific_journal-11730	13	30	preserving	preserve	VERB
american_scientific_journal-11730	13	31	ai	ai	NOUN
american_scientific_journal-11730	13	32	.	.	PUNCT
american_scientific_journal-11730	13	33	i.	i.	PROPN
american_scientific_journal-11730	13	34	introduction	introduction	NOUN
american_scientific_journal-11730	13	35	the	the	DET
american_scientific_journal-11730	13	36	expansion	expansion	NOUN
american_scientific_journal-11730	13	37	of	of	ADP
american_scientific_journal-11730	13	38	various	various	ADJ
american_scientific_journal-11730	13	39	connected	connected	ADJ
american_scientific_journal-11730	13	40	gadgets	gadget	NOUN
american_scientific_journal-11730	13	41	and	and	CCONJ
american_scientific_journal-11730	13	42	the	the	DET
american_scientific_journal-11730	13	43	need	need	NOUN
american_scientific_journal-11730	13	44	for	for	ADP
american_scientific_journal-11730	13	45	rapid	rapid	ADJ
american_scientific_journal-11730	13	46	on	on	ADP
american_scientific_journal-11730	13	47	-	-	PUNCT
american_scientific_journal-11730	13	48	site	site	NOUN
american_scientific_journal-11730	13	49	decision	decision	NOUN
american_scientific_journal-11730	13	50	-	-	PUNCT
american_scientific_journal-11730	13	51	making	making	NOUN
american_scientific_journal-11730	13	52	have	have	AUX
american_scientific_journal-11730	13	53	prompted	prompt	VERB
american_scientific_journal-11730	13	54	a	a	DET
american_scientific_journal-11730	13	55	switch	switch	NOUN
american_scientific_journal-11730	13	56	from	from	ADP
american_scientific_journal-11730	13	57	purely	purely	ADV
american_scientific_journal-11730	13	58	cloud	cloud	NOUN
american_scientific_journal-11730	13	59	-	-	PUNCT
american_scientific_journal-11730	13	60	based	base	VERB
american_scientific_journal-11730	13	61	ai	ai	NOUN
american_scientific_journal-11730	13	62	to	to	ADP
american_scientific_journal-11730	13	63	various	various	ADJ
american_scientific_journal-11730	13	64	platforms	platform	NOUN
american_scientific_journal-11730	13	65	such	such	ADJ
american_scientific_journal-11730	13	66	as	as	ADP
american_scientific_journal-11730	13	67	edge	edge	NOUN
american_scientific_journal-11730	13	68	ai	ai	VERB
american_scientific_journal-11730	13	69	and	and	CCONJ
american_scientific_journal-11730	13	70	on	on	ADP
american_scientific_journal-11730	13	71	-	-	PUNCT
american_scientific_journal-11730	13	72	device	device	NOUN
american_scientific_journal-11730	13	73	machine	machine	NOUN
american_scientific_journal-11730	13	74	learning	learning	NOUN
american_scientific_journal-11730	13	75	.	.	PUNCT
american_scientific_journal-11730	14	1	by	by	ADP
american_scientific_journal-11730	14	2	processing	process	VERB
american_scientific_journal-11730	14	3	data	datum	NOUN
american_scientific_journal-11730	14	4	locally	locally	ADV
american_scientific_journal-11730	14	5	rather	rather	ADV
american_scientific_journal-11730	14	6	than	than	ADP
american_scientific_journal-11730	14	7	sending	send	VERB
american_scientific_journal-11730	14	8	it	it	PRON
american_scientific_journal-11730	14	9	to	to	ADP
american_scientific_journal-11730	14	10	the	the	DET
american_scientific_journal-11730	14	11	cloud	cloud	NOUN
american_scientific_journal-11730	14	12	,	,	PUNCT
american_scientific_journal-11730	14	13	these	these	DET
american_scientific_journal-11730	14	14	technologies	technology	NOUN
american_scientific_journal-11730	14	15	help	help	VERB
american_scientific_journal-11730	14	16	reduce	reduce	VERB
american_scientific_journal-11730	14	17	reliance	reliance	NOUN
american_scientific_journal-11730	14	18	on	on	ADP
american_scientific_journal-11730	14	19	an	an	DET
american_scientific_journal-11730	14	20	internet	internet	NOUN
american_scientific_journal-11730	14	21	connection	connection	NOUN
american_scientific_journal-11730	14	22	and	and	CCONJ
american_scientific_journal-11730	14	23	strain	strain	VERB
american_scientific_journal-11730	14	24	on	on	ADP
american_scientific_journal-11730	14	25	data	datum	NOUN
american_scientific_journal-11730	14	26	centers	center	NOUN
american_scientific_journal-11730	14	27	.	.	PUNCT
american_scientific_journal-11730	15	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11730	15	2	received	receive	VERB
american_scientific_journal-11730	15	3	:	:	PUNCT
american_scientific_journal-11730	15	4	4/30/2025	4/30/2025	NUM
american_scientific_journal-11730	15	5	accepted	accept	VERB
american_scientific_journal-11730	15	6	:	:	PUNCT
american_scientific_journal-11730	15	7	6/12/2025	6/12/2025	NUM
american_scientific_journal-11730	15	8	published	publish	VERB
american_scientific_journal-11730	15	9	:	:	PUNCT
american_scientific_journal-11730	15	10	6/22/2025	6/22/2025	NUM
american_scientific_journal-11730	15	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11730	15	12	*	*	PUNCT
american_scientific_journal-11730	15	13	corresponding	correspond	VERB
american_scientific_journal-11730	15	14	author	author	NOUN
american_scientific_journal-11730	15	15	.	.	PUNCT
american_scientific_journal-11730	16	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11730	16	2	american	american	PROPN
american_scientific_journal-11730	16	3	academic	academic	PROPN
american_scientific_journal-11730	16	4	scientific	scientific	ADJ
american_scientific_journal-11730	16	5	research	research	NOUN
american_scientific_journal-11730	16	6	journal	journal	NOUN
american_scientific_journal-11730	16	7	for	for	ADP
american_scientific_journal-11730	16	8	engineering	engineering	NOUN
american_scientific_journal-11730	16	9	,	,	PUNCT
american_scientific_journal-11730	16	10	technology	technology	NOUN
american_scientific_journal-11730	16	11	,	,	PUNCT
american_scientific_journal-11730	16	12	and	and	CCONJ
american_scientific_journal-11730	16	13	sciences	science	NOUN
american_scientific_journal-11730	16	14	(	(	PUNCT
american_scientific_journal-11730	16	15	asrjets	asrjet	NOUN
american_scientific_journal-11730	16	16	)	)	PUNCT
american_scientific_journal-11730	16	17	volume	volume	NOUN
american_scientific_journal-11730	16	18	102	102	NUM
american_scientific_journal-11730	16	19	,	,	PUNCT
american_scientific_journal-11730	16	20	no	no	DET
american_scientific_journal-11730	16	21	1	1	NUM
american_scientific_journal-11730	16	22	,	,	PUNCT
american_scientific_journal-11730	16	23	pp	pp	ADV
american_scientific_journal-11730	16	24	227	227	NUM
american_scientific_journal-11730	16	25	-	-	SYM
american_scientific_journal-11730	16	26	248	248	NUM
american_scientific_journal-11730	16	27	228	228	NUM
american_scientific_journal-11730	16	28	it	it	PRON
american_scientific_journal-11730	16	29	shortens	shorten	VERB
american_scientific_journal-11730	16	30	the	the	DET
american_scientific_journal-11730	16	31	response	response	NOUN
american_scientific_journal-11730	16	32	time	time	NOUN
american_scientific_journal-11730	16	33	and	and	CCONJ
american_scientific_journal-11730	16	34	prevents	prevent	VERB
american_scientific_journal-11730	16	35	overloading	overload	VERB
american_scientific_journal-11730	16	36	network	network	NOUN
american_scientific_journal-11730	16	37	resources	resource	NOUN
american_scientific_journal-11730	16	38	.	.	PUNCT
american_scientific_journal-11730	17	1	this	this	PRON
american_scientific_journal-11730	17	2	significantly	significantly	ADV
american_scientific_journal-11730	17	3	enhances	enhance	VERB
american_scientific_journal-11730	17	4	higher	high	ADJ
american_scientific_journal-11730	17	5	levels	level	NOUN
american_scientific_journal-11730	17	6	of	of	ADP
american_scientific_journal-11730	17	7	data	datum	NOUN
american_scientific_journal-11730	17	8	privacy	privacy	NOUN
american_scientific_journal-11730	17	9	required	require	VERB
american_scientific_journal-11730	17	10	for	for	ADP
american_scientific_journal-11730	17	11	applications	application	NOUN
american_scientific_journal-11730	17	12	where	where	SCONJ
american_scientific_journal-11730	17	13	public	public	ADJ
american_scientific_journal-11730	17	14	safety	safety	NOUN
american_scientific_journal-11730	17	15	is	be	AUX
american_scientific_journal-11730	17	16	a	a	DET
american_scientific_journal-11730	17	17	priority	priority	NOUN
american_scientific_journal-11730	17	18	,	,	PUNCT
american_scientific_journal-11730	17	19	like	like	ADP
american_scientific_journal-11730	17	20	autonomous	autonomous	ADJ
american_scientific_journal-11730	17	21	vehicles	vehicle	NOUN
american_scientific_journal-11730	17	22	,	,	PUNCT
american_scientific_journal-11730	17	23	remote	remote	ADJ
american_scientific_journal-11730	17	24	medical	medical	ADJ
american_scientific_journal-11730	17	25	operations	operation	NOUN
american_scientific_journal-11730	17	26	,	,	PUNCT
american_scientific_journal-11730	17	27	and	and	CCONJ
american_scientific_journal-11730	17	28	intelligent	intelligent	ADJ
american_scientific_journal-11730	17	29	manufacturing	manufacturing	NOUN
american_scientific_journal-11730	17	30	.	.	PUNCT
american_scientific_journal-11730	18	1	edge	edge	NOUN
american_scientific_journal-11730	18	2	ai	ai	NOUN
american_scientific_journal-11730	18	3	models	model	NOUN
american_scientific_journal-11730	18	4	are	be	AUX
american_scientific_journal-11730	18	5	deliberately	deliberately	ADV
american_scientific_journal-11730	18	6	designed	design	VERB
american_scientific_journal-11730	18	7	to	to	PART
american_scientific_journal-11730	18	8	offer	offer	VERB
american_scientific_journal-11730	18	9	efficient	efficient	ADJ
american_scientific_journal-11730	18	10	computation	computation	NOUN
american_scientific_journal-11730	18	11	while	while	SCONJ
american_scientific_journal-11730	18	12	running	run	VERB
american_scientific_journal-11730	18	13	on	on	ADP
american_scientific_journal-11730	18	14	resource	resource	NOUN
american_scientific_journal-11730	18	15	-	-	PUNCT
american_scientific_journal-11730	18	16	limited	limit	VERB
american_scientific_journal-11730	18	17	devices	device	NOUN
american_scientific_journal-11730	18	18	.	.	PUNCT
american_scientific_journal-11730	19	1	edge	edge	NOUN
american_scientific_journal-11730	19	2	ai	ai	VERB
american_scientific_journal-11730	19	3	makes	make	VERB
american_scientific_journal-11730	19	4	it	it	PRON
american_scientific_journal-11730	19	5	possible	possible	ADJ
american_scientific_journal-11730	19	6	to	to	PART
american_scientific_journal-11730	19	7	run	run	VERB
american_scientific_journal-11730	19	8	ai	ai	VERB
american_scientific_journal-11730	19	9	systems	system	NOUN
american_scientific_journal-11730	19	10	on	on	ADP
american_scientific_journal-11730	19	11	distributed	distribute	VERB
american_scientific_journal-11730	19	12	devices	device	NOUN
american_scientific_journal-11730	19	13	without	without	ADP
american_scientific_journal-11730	19	14	depending	depend	VERB
american_scientific_journal-11730	19	15	on	on	ADP
american_scientific_journal-11730	19	16	the	the	DET
american_scientific_journal-11730	19	17	resources	resource	NOUN
american_scientific_journal-11730	19	18	of	of	ADP
american_scientific_journal-11730	19	19	large	large	ADJ
american_scientific_journal-11730	19	20	-	-	PUNCT
american_scientific_journal-11730	19	21	scale	scale	NOUN
american_scientific_journal-11730	19	22	cloud	cloud	NOUN
american_scientific_journal-11730	19	23	gpus	gpu	NOUN
american_scientific_journal-11730	19	24	.	.	PUNCT
american_scientific_journal-11730	20	1	these	these	DET
american_scientific_journal-11730	20	2	models	model	NOUN
american_scientific_journal-11730	20	3	have	have	AUX
american_scientific_journal-11730	20	4	been	be	AUX
american_scientific_journal-11730	20	5	designed	design	VERB
american_scientific_journal-11730	20	6	to	to	PART
american_scientific_journal-11730	20	7	deliver	deliver	VERB
american_scientific_journal-11730	20	8	the	the	DET
american_scientific_journal-11730	20	9	same	same	ADJ
american_scientific_journal-11730	20	10	performance	performance	NOUN
american_scientific_journal-11730	20	11	with	with	ADP
american_scientific_journal-11730	20	12	lower	low	ADJ
american_scientific_journal-11730	20	13	memory	memory	NOUN
american_scientific_journal-11730	20	14	footprint	footprint	NOUN
american_scientific_journal-11730	20	15	and	and	CCONJ
american_scientific_journal-11730	20	16	energy	energy	NOUN
american_scientific_journal-11730	20	17	usage	usage	NOUN
american_scientific_journal-11730	20	18	.	.	PUNCT
american_scientific_journal-11730	21	1	as	as	ADP
american_scientific_journal-11730	21	2	a	a	DET
american_scientific_journal-11730	21	3	result	result	NOUN
american_scientific_journal-11730	21	4	,	,	PUNCT
american_scientific_journal-11730	21	5	businesses	business	NOUN
american_scientific_journal-11730	21	6	are	be	AUX
american_scientific_journal-11730	21	7	now	now	ADV
american_scientific_journal-11730	21	8	empowered	empower	VERB
american_scientific_journal-11730	21	9	to	to	PART
american_scientific_journal-11730	21	10	increase	increase	VERB
american_scientific_journal-11730	21	11	their	their	PRON
american_scientific_journal-11730	21	12	performance	performance	NOUN
american_scientific_journal-11730	21	13	by	by	ADP
american_scientific_journal-11730	21	14	embedding	embed	VERB
american_scientific_journal-11730	21	15	learning	learning	NOUN
american_scientific_journal-11730	21	16	,	,	PUNCT
american_scientific_journal-11730	21	17	response	response	NOUN
american_scientific_journal-11730	21	18	and	and	CCONJ
american_scientific_journal-11730	21	19	change	change	VERB
american_scientific_journal-11730	21	20	simultaneously	simultaneously	ADV
american_scientific_journal-11730	21	21	at	at	ADP
american_scientific_journal-11730	21	22	the	the	DET
american_scientific_journal-11730	21	23	point	point	NOUN
american_scientific_journal-11730	21	24	of	of	ADP
american_scientific_journal-11730	21	25	decision	decision	NOUN
american_scientific_journal-11730	21	26	.	.	PUNCT
american_scientific_journal-11730	22	1	edge	edge	NOUN
american_scientific_journal-11730	22	2	ai	ai	AUX
american_scientific_journal-11730	22	3	has	have	AUX
american_scientific_journal-11730	22	4	arisen	arise	VERB
american_scientific_journal-11730	22	5	both	both	PRON
american_scientific_journal-11730	22	6	because	because	SCONJ
american_scientific_journal-11730	22	7	it	it	PRON
american_scientific_journal-11730	22	8	has	have	AUX
american_scientific_journal-11730	22	9	become	become	VERB
american_scientific_journal-11730	22	10	technically	technically	ADV
american_scientific_journal-11730	22	11	possible	possible	ADJ
american_scientific_journal-11730	22	12	and	and	CCONJ
american_scientific_journal-11730	22	13	because	because	SCONJ
american_scientific_journal-11730	22	14	it	it	PRON
american_scientific_journal-11730	22	15	addresses	address	VERB
american_scientific_journal-11730	22	16	practical	practical	ADJ
american_scientific_journal-11730	22	17	constraints	constraint	NOUN
american_scientific_journal-11730	22	18	found	find	VERB
american_scientific_journal-11730	22	19	in	in	ADP
american_scientific_journal-11730	22	20	the	the	DET
american_scientific_journal-11730	22	21	real	real	ADJ
american_scientific_journal-11730	22	22	world	world	NOUN
american_scientific_journal-11730	22	23	.	.	PUNCT
american_scientific_journal-11730	23	1	if	if	SCONJ
american_scientific_journal-11730	23	2	connectivity	connectivity	NOUN
american_scientific_journal-11730	23	3	is	be	AUX
american_scientific_journal-11730	23	4	unreliable	unreliable	ADJ
american_scientific_journal-11730	23	5	or	or	CCONJ
american_scientific_journal-11730	23	6	the	the	DET
american_scientific_journal-11730	23	7	data	datum	NOUN
american_scientific_journal-11730	23	8	in	in	ADP
american_scientific_journal-11730	23	9	question	question	NOUN
american_scientific_journal-11730	23	10	needs	need	NOUN
american_scientific_journal-11730	23	11	to	to	PART
american_scientific_journal-11730	23	12	be	be	AUX
american_scientific_journal-11730	23	13	treated	treat	VERB
american_scientific_journal-11730	23	14	with	with	ADP
american_scientific_journal-11730	23	15	great	great	ADJ
american_scientific_journal-11730	23	16	care	care	NOUN
american_scientific_journal-11730	23	17	,	,	PUNCT
american_scientific_journal-11730	23	18	hybrid	hybrid	ADJ
american_scientific_journal-11730	23	19	inference	inference	NOUN
american_scientific_journal-11730	23	20	on	on	ADP
american_scientific_journal-11730	23	21	the	the	DET
american_scientific_journal-11730	23	22	edge	edge	NOUN
american_scientific_journal-11730	23	23	is	be	AUX
american_scientific_journal-11730	23	24	vital	vital	ADJ
american_scientific_journal-11730	23	25	.	.	PUNCT
american_scientific_journal-11730	24	1	wearable	wearable	ADJ
american_scientific_journal-11730	24	2	medical	medical	ADJ
american_scientific_journal-11730	24	3	devices	device	NOUN
american_scientific_journal-11730	24	4	can	can	AUX
american_scientific_journal-11730	24	5	monitor	monitor	VERB
american_scientific_journal-11730	24	6	a	a	DET
american_scientific_journal-11730	24	7	patient	patient	NOUN
american_scientific_journal-11730	24	8	’s	’s	PART
american_scientific_journal-11730	24	9	health	health	NOUN
american_scientific_journal-11730	24	10	in	in	ADP
american_scientific_journal-11730	24	11	real	real	ADJ
american_scientific_journal-11730	24	12	time	time	NOUN
american_scientific_journal-11730	24	13	,	,	PUNCT
american_scientific_journal-11730	24	14	making	make	VERB
american_scientific_journal-11730	24	15	decisions	decision	NOUN
american_scientific_journal-11730	24	16	on	on	ADP
american_scientific_journal-11730	24	17	the	the	DET
american_scientific_journal-11730	24	18	device	device	NOUN
american_scientific_journal-11730	24	19	without	without	ADP
american_scientific_journal-11730	24	20	sending	send	VERB
american_scientific_journal-11730	24	21	personal	personal	ADJ
american_scientific_journal-11730	24	22	data	datum	NOUN
american_scientific_journal-11730	24	23	to	to	ADP
american_scientific_journal-11730	24	24	remote	remote	ADJ
american_scientific_journal-11730	24	25	servers	server	NOUN
american_scientific_journal-11730	24	26	.	.	PUNCT
american_scientific_journal-11730	25	1	edge	edge	NOUN
american_scientific_journal-11730	25	2	ai	ai	VERB
american_scientific_journal-11730	25	3	plays	play	VERB
american_scientific_journal-11730	25	4	a	a	DET
american_scientific_journal-11730	25	5	crucial	crucial	ADJ
american_scientific_journal-11730	25	6	role	role	NOUN
american_scientific_journal-11730	25	7	in	in	ADP
american_scientific_journal-11730	25	8	bringing	bring	VERB
american_scientific_journal-11730	25	9	ai	ai	VERB
american_scientific_journal-11730	25	10	to	to	ADP
american_scientific_journal-11730	25	11	a	a	DET
american_scientific_journal-11730	25	12	wider	wide	ADJ
american_scientific_journal-11730	25	13	range	range	NOUN
american_scientific_journal-11730	25	14	of	of	ADP
american_scientific_journal-11730	25	15	devices	device	NOUN
american_scientific_journal-11730	25	16	,	,	PUNCT
american_scientific_journal-11730	25	17	including	include	VERB
american_scientific_journal-11730	25	18	those	those	PRON
american_scientific_journal-11730	25	19	that	that	PRON
american_scientific_journal-11730	25	20	are	be	AUX
american_scientific_journal-11730	25	21	low	low	ADJ
american_scientific_journal-11730	25	22	-	-	PUNCT
american_scientific_journal-11730	25	23	cost	cost	NOUN
american_scientific_journal-11730	25	24	and	and	CCONJ
american_scientific_journal-11730	25	25	energy	energy	NOUN
american_scientific_journal-11730	25	26	-	-	PUNCT
american_scientific_journal-11730	25	27	efficient	efficient	ADJ
american_scientific_journal-11730	25	28	.	.	PUNCT
american_scientific_journal-11730	26	1	local	local	ADJ
american_scientific_journal-11730	26	2	accessibility	accessibility	NOUN
american_scientific_journal-11730	26	3	of	of	ADP
american_scientific_journal-11730	26	4	cloud	cloud	NOUN
american_scientific_journal-11730	26	5	services	service	NOUN
american_scientific_journal-11730	26	6	is	be	AUX
american_scientific_journal-11730	26	7	a	a	DET
american_scientific_journal-11730	26	8	major	major	ADJ
american_scientific_journal-11730	26	9	advantage	advantage	NOUN
american_scientific_journal-11730	26	10	for	for	ADP
american_scientific_journal-11730	26	11	applications	application	NOUN
american_scientific_journal-11730	26	12	in	in	ADP
american_scientific_journal-11730	26	13	emerging	emerge	VERB
american_scientific_journal-11730	26	14	or	or	CCONJ
american_scientific_journal-11730	26	15	remote	remote	ADJ
american_scientific_journal-11730	26	16	areas	area	NOUN
american_scientific_journal-11730	26	17	.	.	PUNCT
american_scientific_journal-11730	27	1	adopting	adopt	VERB
american_scientific_journal-11730	27	2	edge	edge	NOUN
american_scientific_journal-11730	27	3	ai	ai	VERB
american_scientific_journal-11730	27	4	can	can	AUX
american_scientific_journal-11730	27	5	help	help	VERB
american_scientific_journal-11730	27	6	reduce	reduce	VERB
american_scientific_journal-11730	27	7	the	the	DET
american_scientific_journal-11730	27	8	carbon	carbon	NOUN
american_scientific_journal-11730	27	9	emissions	emission	NOUN
american_scientific_journal-11730	27	10	associated	associate	VERB
american_scientific_journal-11730	27	11	with	with	ADP
american_scientific_journal-11730	27	12	moving	move	VERB
american_scientific_journal-11730	27	13	data	datum	NOUN
american_scientific_journal-11730	27	14	to	to	ADP
american_scientific_journal-11730	27	15	the	the	DET
american_scientific_journal-11730	27	16	cloud	cloud	NOUN
american_scientific_journal-11730	27	17	and	and	CCONJ
american_scientific_journal-11730	27	18	running	run	VERB
american_scientific_journal-11730	27	19	computer	computer	NOUN
american_scientific_journal-11730	27	20	-	-	PUNCT
american_scientific_journal-11730	27	21	intensive	intensive	ADJ
american_scientific_journal-11730	27	22	tasks	task	NOUN
american_scientific_journal-11730	27	23	.	.	PUNCT
american_scientific_journal-11730	28	1	the	the	DET
american_scientific_journal-11730	28	2	objective	objective	NOUN
american_scientific_journal-11730	28	3	of	of	ADP
american_scientific_journal-11730	28	4	this	this	DET
american_scientific_journal-11730	28	5	paper	paper	NOUN
american_scientific_journal-11730	28	6	is	be	AUX
american_scientific_journal-11730	28	7	to	to	PART
american_scientific_journal-11730	28	8	present	present	VERB
american_scientific_journal-11730	28	9	a	a	DET
american_scientific_journal-11730	28	10	thorough	thorough	ADJ
american_scientific_journal-11730	28	11	analysis	analysis	NOUN
american_scientific_journal-11730	28	12	of	of	ADP
american_scientific_journal-11730	28	13	edge	edge	NOUN
american_scientific_journal-11730	28	14	ai	ai	VERB
american_scientific_journal-11730	28	15	and	and	CCONJ
american_scientific_journal-11730	28	16	on	on	ADP
american_scientific_journal-11730	28	17	-	-	PUNCT
american_scientific_journal-11730	28	18	device	device	NOUN
american_scientific_journal-11730	28	19	ml	ml	NOUN
american_scientific_journal-11730	28	20	,	,	PUNCT
american_scientific_journal-11730	28	21	covering	cover	VERB
american_scientific_journal-11730	28	22	their	their	PRON
american_scientific_journal-11730	28	23	main	main	ADJ
american_scientific_journal-11730	28	24	underlying	underlying	ADJ
american_scientific_journal-11730	28	25	technologies	technology	NOUN
american_scientific_journal-11730	28	26	,	,	PUNCT
american_scientific_journal-11730	28	27	areas	area	NOUN
american_scientific_journal-11730	28	28	of	of	ADP
american_scientific_journal-11730	28	29	application	application	NOUN
american_scientific_journal-11730	28	30	and	and	CCONJ
american_scientific_journal-11730	28	31	factors	factor	NOUN
american_scientific_journal-11730	28	32	affecting	affect	VERB
american_scientific_journal-11730	28	33	their	their	PRON
american_scientific_journal-11730	28	34	performance	performance	NOUN
american_scientific_journal-11730	28	35	,	,	PUNCT
american_scientific_journal-11730	28	36	ethical	ethical	ADJ
american_scientific_journal-11730	28	37	issues	issue	NOUN
american_scientific_journal-11730	28	38	and	and	CCONJ
american_scientific_journal-11730	28	39	practical	practical	ADJ
american_scientific_journal-11730	28	40	implementation	implementation	NOUN
american_scientific_journal-11730	28	41	.	.	PUNCT
american_scientific_journal-11730	29	1	it	it	PRON
american_scientific_journal-11730	29	2	demonstrate	demonstrate	VERB
american_scientific_journal-11730	29	3	how	how	SCONJ
american_scientific_journal-11730	29	4	edge	edge	NOUN
american_scientific_journal-11730	29	5	ai	ai	AUX
american_scientific_journal-11730	29	6	is	be	AUX
american_scientific_journal-11730	29	7	transforming	transform	VERB
american_scientific_journal-11730	29	8	intelligent	intelligent	ADJ
american_scientific_journal-11730	29	9	systems	system	NOUN
american_scientific_journal-11730	29	10	and	and	CCONJ
american_scientific_journal-11730	29	11	discusses	discuss	VERB
american_scientific_journal-11730	29	12	its	its	PRON
american_scientific_journal-11730	29	13	importance	importance	NOUN
american_scientific_journal-11730	29	14	in	in	ADP
american_scientific_journal-11730	29	15	meeting	meet	VERB
american_scientific_journal-11730	29	16	qualifications	qualification	NOUN
american_scientific_journal-11730	29	17	for	for	ADP
american_scientific_journal-11730	29	18	eb1	eb1	X
american_scientific_journal-11730	29	19	immigration	immigration	NOUN
american_scientific_journal-11730	29	20	using	use	VERB
american_scientific_journal-11730	29	21	novel	novel	ADJ
american_scientific_journal-11730	29	22	findings	finding	NOUN
american_scientific_journal-11730	29	23	and	and	CCONJ
american_scientific_journal-11730	29	24	widespread	widespread	ADJ
american_scientific_journal-11730	29	25	innovation	innovation	NOUN
american_scientific_journal-11730	29	26	.	.	PUNCT
american_scientific_journal-11730	30	1	ii	ii	PROPN
american_scientific_journal-11730	30	2	.	.	PUNCT
american_scientific_journal-11730	31	1	evolution	evolution	NOUN
american_scientific_journal-11730	31	2	of	of	ADP
american_scientific_journal-11730	31	3	edge	edge	NOUN
american_scientific_journal-11730	31	4	ai	ai	PROPN
american_scientific_journal-11730	31	5	architectures	architecture	NOUN
american_scientific_journal-11730	31	6	edge	edge	NOUN
american_scientific_journal-11730	31	7	ai	ai	VERB
american_scientific_journal-11730	31	8	systems	system	NOUN
american_scientific_journal-11730	31	9	have	have	AUX
american_scientific_journal-11730	31	10	fundamentally	fundamentally	ADV
american_scientific_journal-11730	31	11	changed	change	VERB
american_scientific_journal-11730	31	12	over	over	ADP
american_scientific_journal-11730	31	13	the	the	DET
american_scientific_journal-11730	31	14	past	past	ADJ
american_scientific_journal-11730	31	15	ten	ten	NUM
american_scientific_journal-11730	31	16	years	year	NOUN
american_scientific_journal-11730	31	17	from	from	ADP
american_scientific_journal-11730	31	18	being	be	AUX
american_scientific_journal-11730	31	19	centered	center	VERB
american_scientific_journal-11730	31	20	on	on	ADP
american_scientific_journal-11730	31	21	remote	remote	ADJ
american_scientific_journal-11730	31	22	data	datum	NOUN
american_scientific_journal-11730	31	23	centers	center	NOUN
american_scientific_journal-11730	31	24	to	to	ADP
american_scientific_journal-11730	31	25	being	be	AUX
american_scientific_journal-11730	31	26	more	more	ADV
american_scientific_journal-11730	31	27	distributed	distribute	VERB
american_scientific_journal-11730	31	28	and	and	CCONJ
american_scientific_journal-11730	31	29	relying	rely	VERB
american_scientific_journal-11730	31	30	on	on	ADP
american_scientific_journal-11730	31	31	intelligence	intelligence	NOUN
american_scientific_journal-11730	31	32	at	at	ADP
american_scientific_journal-11730	31	33	the	the	DET
american_scientific_journal-11730	31	34	edge	edge	NOUN
american_scientific_journal-11730	31	35	.	.	PUNCT
american_scientific_journal-11730	32	1	this	this	DET
american_scientific_journal-11730	32	2	change	change	NOUN
american_scientific_journal-11730	32	3	is	be	AUX
american_scientific_journal-11730	32	4	being	be	AUX
american_scientific_journal-11730	32	5	driven	drive	VERB
american_scientific_journal-11730	32	6	by	by	ADP
american_scientific_journal-11730	32	7	the	the	DET
american_scientific_journal-11730	32	8	requirements	requirement	NOUN
american_scientific_journal-11730	32	9	to	to	PART
american_scientific_journal-11730	32	10	speed	speed	VERB
american_scientific_journal-11730	32	11	up	up	ADP
american_scientific_journal-11730	32	12	decision	decision	NOUN
american_scientific_journal-11730	32	13	-	-	PUNCT
american_scientific_journal-11730	32	14	making	making	NOUN
american_scientific_journal-11730	32	15	,	,	PUNCT
american_scientific_journal-11730	32	16	reduce	reduce	VERB
american_scientific_journal-11730	32	17	reliance	reliance	NOUN
american_scientific_journal-11730	32	18	on	on	ADP
american_scientific_journal-11730	32	19	the	the	DET
american_scientific_journal-11730	32	20	cloud	cloud	NOUN
american_scientific_journal-11730	32	21	,	,	PUNCT
american_scientific_journal-11730	32	22	and	and	CCONJ
american_scientific_journal-11730	32	23	ensure	ensure	VERB
american_scientific_journal-11730	32	24	better	well	ADJ
american_scientific_journal-11730	32	25	security	security	NOUN
american_scientific_journal-11730	32	26	and	and	CCONJ
american_scientific_journal-11730	32	27	privacy	privacy	NOUN
american_scientific_journal-11730	32	28	.	.	PUNCT
american_scientific_journal-11730	33	1	most	most	ADJ
american_scientific_journal-11730	33	2	ai	ai	PROPN
american_scientific_journal-11730	33	3	models	model	NOUN
american_scientific_journal-11730	33	4	in	in	ADP
american_scientific_journal-11730	33	5	the	the	DET
american_scientific_journal-11730	33	6	early	early	ADJ
american_scientific_journal-11730	33	7	days	day	NOUN
american_scientific_journal-11730	33	8	of	of	ADP
american_scientific_journal-11730	33	9	the	the	DET
american_scientific_journal-11730	33	10	technology	technology	NOUN
american_scientific_journal-11730	33	11	were	be	AUX
american_scientific_journal-11730	33	12	trained	train	VERB
american_scientific_journal-11730	33	13	and	and	CCONJ
american_scientific_journal-11730	33	14	executed	execute	VERB
american_scientific_journal-11730	33	15	largely	largely	ADV
american_scientific_journal-11730	33	16	within	within	ADP
american_scientific_journal-11730	33	17	the	the	DET
american_scientific_journal-11730	33	18	cloud	cloud	NOUN
american_scientific_journal-11730	33	19	because	because	SCONJ
american_scientific_journal-11730	33	20	deep	deep	ADJ
american_scientific_journal-11730	33	21	learning	learning	NOUN
american_scientific_journal-11730	33	22	needed	need	VERB
american_scientific_journal-11730	33	23	a	a	DET
american_scientific_journal-11730	33	24	great	great	ADJ
american_scientific_journal-11730	33	25	deal	deal	NOUN
american_scientific_journal-11730	33	26	of	of	ADP
american_scientific_journal-11730	33	27	computational	computational	ADJ
american_scientific_journal-11730	33	28	power	power	NOUN
american_scientific_journal-11730	34	1	[	[	X
american_scientific_journal-11730	34	2	2	2	NUM
american_scientific_journal-11730	34	3	]	]	PUNCT
american_scientific_journal-11730	34	4	.	.	PUNCT
american_scientific_journal-11730	35	1	as	as	ADP
american_scientific_journal-11730	35	2	a	a	DET
american_scientific_journal-11730	35	3	result	result	NOUN
american_scientific_journal-11730	35	4	,	,	PUNCT
american_scientific_journal-11730	35	5	edge	edge	NOUN
american_scientific_journal-11730	35	6	computing	computing	NOUN
american_scientific_journal-11730	35	7	swiftly	swiftly	ADV
american_scientific_journal-11730	35	8	emerged	emerge	VERB
american_scientific_journal-11730	35	9	as	as	ADP
american_scientific_journal-11730	35	10	an	an	DET
american_scientific_journal-11730	35	11	answer	answer	NOUN
american_scientific_journal-11730	35	12	to	to	PART
american_scientific_journal-11730	35	13	address	address	VERB
american_scientific_journal-11730	35	14	latency	latency	NOUN
american_scientific_journal-11730	35	15	,	,	PUNCT
american_scientific_journal-11730	35	16	data	data	NOUN
american_scientific_journal-11730	35	17	transfer	transfer	NOUN
american_scientific_journal-11730	35	18	,	,	PUNCT
american_scientific_journal-11730	35	19	and	and	CCONJ
american_scientific_journal-11730	35	20	privacy	privacy	NOUN
american_scientific_journal-11730	35	21	concerns	concern	NOUN
american_scientific_journal-11730	35	22	.	.	PUNCT
american_scientific_journal-11730	36	1	early	early	ADJ
american_scientific_journal-11730	36	2	edge	edge	NOUN
american_scientific_journal-11730	36	3	computing	computing	NOUN
american_scientific_journal-11730	36	4	focused	focus	VERB
american_scientific_journal-11730	36	5	on	on	ADP
american_scientific_journal-11730	36	6	basic	basic	ADJ
american_scientific_journal-11730	36	7	tasks	task	NOUN
american_scientific_journal-11730	36	8	like	like	ADP
american_scientific_journal-11730	36	9	data	datum	NOUN
american_scientific_journal-11730	36	10	pre	pre	ADJ
american_scientific_journal-11730	36	11	-	-	ADJ
american_scientific_journal-11730	36	12	processing	process	VERB
american_scientific_journal-11730	36	13	and	and	CCONJ
american_scientific_journal-11730	36	14	filtering	filtering	NOUN
american_scientific_journal-11730	36	15	at	at	ADP
american_scientific_journal-11730	36	16	the	the	DET
american_scientific_journal-11730	36	17	edge	edge	NOUN
american_scientific_journal-11730	36	18	,	,	PUNCT
american_scientific_journal-11730	36	19	offloading	offload	VERB
american_scientific_journal-11730	36	20	the	the	DET
american_scientific_journal-11730	36	21	burden	burden	NOUN
american_scientific_journal-11730	36	22	from	from	ADP
american_scientific_journal-11730	36	23	the	the	DET
american_scientific_journal-11730	36	24	cloud	cloud	NOUN
american_scientific_journal-11730	36	25	.	.	PUNCT
american_scientific_journal-11730	37	1	more	more	ADV
american_scientific_journal-11730	37	2	capable	capable	ADJ
american_scientific_journal-11730	37	3	chips	chip	NOUN
american_scientific_journal-11730	37	4	for	for	ADP
american_scientific_journal-11730	37	5	ai	ai	PROPN
american_scientific_journal-11730	37	6	computing	computing	NOUN
american_scientific_journal-11730	37	7	were	be	AUX
american_scientific_journal-11730	37	8	introduced	introduce	VERB
american_scientific_journal-11730	37	9	,	,	PUNCT
american_scientific_journal-11730	37	10	making	make	VERB
american_scientific_journal-11730	37	11	it	it	PRON
american_scientific_journal-11730	37	12	possible	possible	ADJ
american_scientific_journal-11730	37	13	to	to	PART
american_scientific_journal-11730	37	14	process	process	VERB
american_scientific_journal-11730	37	15	more	more	ADV
american_scientific_journal-11730	37	16	sophisticated	sophisticated	ADJ
american_scientific_journal-11730	37	17	ai	ai	VERB
american_scientific_journal-11730	37	18	operations	operation	NOUN
american_scientific_journal-11730	37	19	on	on	ADP
american_scientific_journal-11730	37	20	the	the	DET
american_scientific_journal-11730	37	21	edge	edge	NOUN
american_scientific_journal-11730	37	22	.	.	PUNCT
american_scientific_journal-11730	38	1	integrating	integrate	VERB
american_scientific_journal-11730	38	2	dsps	dsp	NOUN
american_scientific_journal-11730	38	3	and	and	CCONJ
american_scientific_journal-11730	38	4	gpus	gpu	NOUN
american_scientific_journal-11730	38	5	into	into	ADP
american_scientific_journal-11730	38	6	edge	edge	NOUN
american_scientific_journal-11730	38	7	devices	device	NOUN
american_scientific_journal-11730	38	8	marks	mark	VERB
american_scientific_journal-11730	38	9	an	an	DET
american_scientific_journal-11730	38	10	important	important	ADJ
american_scientific_journal-11730	38	11	improvement	improvement	NOUN
american_scientific_journal-11730	38	12	because	because	SCONJ
american_scientific_journal-11730	38	13	they	they	PRON
american_scientific_journal-11730	38	14	enable	enable	VERB
american_scientific_journal-11730	38	15	efficient	efficient	ADJ
american_scientific_journal-11730	38	16	on	on	ADP
american_scientific_journal-11730	38	17	-	-	PUNCT
american_scientific_journal-11730	38	18	device	device	NOUN
american_scientific_journal-11730	38	19	inference	inference	NOUN
american_scientific_journal-11730	38	20	with	with	ADP
american_scientific_journal-11730	38	21	manageable	manageable	ADJ
american_scientific_journal-11730	38	22	latency	latency	NOUN
american_scientific_journal-11730	38	23	.	.	PUNCT
american_scientific_journal-11730	39	1	the	the	DET
american_scientific_journal-11730	39	2	emergence	emergence	NOUN
american_scientific_journal-11730	39	3	of	of	ADP
american_scientific_journal-11730	39	4	asics	asic	NOUN
american_scientific_journal-11730	39	5	and	and	CCONJ
american_scientific_journal-11730	39	6	npus	npus	NOUN
american_scientific_journal-11730	39	7	also	also	ADV
american_scientific_journal-11730	39	8	greatly	greatly	ADV
american_scientific_journal-11730	39	9	enhanced	enhance	VERB
american_scientific_journal-11730	39	10	what	what	PRON
american_scientific_journal-11730	39	11	edge	edge	NOUN
american_scientific_journal-11730	39	12	devices	device	NOUN
american_scientific_journal-11730	39	13	can	can	AUX
american_scientific_journal-11730	39	14	achieve	achieve	VERB
american_scientific_journal-11730	39	15	.	.	PUNCT
american_scientific_journal-11730	40	1	they	they	PRON
american_scientific_journal-11730	40	2	aim	aim	VERB
american_scientific_journal-11730	40	3	to	to	PART
american_scientific_journal-11730	40	4	perform	perform	VERB
american_scientific_journal-11730	40	5	advanced	advanced	ADJ
american_scientific_journal-11730	40	6	ml	ml	NOUN
american_scientific_journal-11730	40	7	tasks	task	NOUN
american_scientific_journal-11730	40	8	using	use	VERB
american_scientific_journal-11730	40	9	low	low	ADJ
american_scientific_journal-11730	40	10	power	power	NOUN
american_scientific_journal-11730	40	11	,	,	PUNCT
american_scientific_journal-11730	40	12	an	an	DET
american_scientific_journal-11730	40	13	essential	essential	ADJ
american_scientific_journal-11730	40	14	feature	feature	NOUN
american_scientific_journal-11730	40	15	when	when	SCONJ
american_scientific_journal-11730	40	16	scaling	scale	VERB
american_scientific_journal-11730	40	17	ml	ml	NOUN
american_scientific_journal-11730	40	18	to	to	ADP
american_scientific_journal-11730	40	19	portable	portable	ADJ
american_scientific_journal-11730	40	20	products	product	NOUN
american_scientific_journal-11730	40	21	.	.	PUNCT
american_scientific_journal-11730	41	1	apple	apple	NOUN
american_scientific_journal-11730	41	2	,	,	PUNCT
american_scientific_journal-11730	41	3	google	google	PROPN
american_scientific_journal-11730	41	4	,	,	PUNCT
american_scientific_journal-11730	41	5	and	and	CCONJ
american_scientific_journal-11730	41	6	huawei	huawei	PROPN
american_scientific_journal-11730	41	7	have	have	AUX
american_scientific_journal-11730	41	8	worked	work	VERB
american_scientific_journal-11730	41	9	to	to	PART
american_scientific_journal-11730	41	10	integrate	integrate	VERB
american_scientific_journal-11730	41	11	tailor	tailor	NOUN
american_scientific_journal-11730	41	12	-	-	PUNCT
american_scientific_journal-11730	41	13	made	make	VERB
american_scientific_journal-11730	41	14	npus	npus	NOUN
american_scientific_journal-11730	41	15	in	in	ADP
american_scientific_journal-11730	41	16	their	their	PRON
american_scientific_journal-11730	41	17	socs	soc	NOUN
american_scientific_journal-11730	41	18	,	,	PUNCT
american_scientific_journal-11730	41	19	simplifying	simplify	VERB
american_scientific_journal-11730	41	20	the	the	DET
american_scientific_journal-11730	41	21	addition	addition	NOUN
american_scientific_journal-11730	41	22	of	of	ADP
american_scientific_journal-11730	41	23	ml	ml	NOUN
american_scientific_journal-11730	41	24	capabilities	capability	NOUN
american_scientific_journal-11730	41	25	american	american	ADJ
american_scientific_journal-11730	41	26	academic	academic	ADJ
american_scientific_journal-11730	41	27	scientific	scientific	ADJ
american_scientific_journal-11730	41	28	research	research	NOUN
american_scientific_journal-11730	41	29	journal	journal	NOUN
american_scientific_journal-11730	41	30	for	for	ADP
american_scientific_journal-11730	41	31	engineering	engineering	NOUN
american_scientific_journal-11730	41	32	,	,	PUNCT
american_scientific_journal-11730	41	33	technology	technology	NOUN
american_scientific_journal-11730	41	34	,	,	PUNCT
american_scientific_journal-11730	41	35	and	and	CCONJ
american_scientific_journal-11730	41	36	sciences	science	NOUN
american_scientific_journal-11730	41	37	(	(	PUNCT
american_scientific_journal-11730	41	38	asrjets	asrjet	NOUN
american_scientific_journal-11730	41	39	)	)	PUNCT
american_scientific_journal-11730	41	40	volume	volume	NOUN
american_scientific_journal-11730	41	41	102	102	NUM
american_scientific_journal-11730	41	42	,	,	PUNCT
american_scientific_journal-11730	41	43	no	no	DET
american_scientific_journal-11730	41	44	1	1	NUM
american_scientific_journal-11730	41	45	,	,	PUNCT
american_scientific_journal-11730	41	46	pp	pp	ADV
american_scientific_journal-11730	41	47	227	227	NUM
american_scientific_journal-11730	41	48	-	-	SYM
american_scientific_journal-11730	41	49	248	248	NUM
american_scientific_journal-11730	41	50	229	229	NUM
american_scientific_journal-11730	41	51	to	to	ADP
american_scientific_journal-11730	41	52	consumer	consumer	NOUN
american_scientific_journal-11730	41	53	gadgets	gadget	NOUN
american_scientific_journal-11730	41	54	.	.	PUNCT
american_scientific_journal-11730	42	1	developers	developer	NOUN
american_scientific_journal-11730	42	2	can	can	AUX
american_scientific_journal-11730	42	3	now	now	ADV
american_scientific_journal-11730	42	4	access	access	VERB
american_scientific_journal-11730	42	5	a	a	DET
american_scientific_journal-11730	42	6	wide	wide	ADJ
american_scientific_journal-11730	42	7	range	range	NOUN
american_scientific_journal-11730	42	8	of	of	ADP
american_scientific_journal-11730	42	9	system	system	NOUN
american_scientific_journal-11730	42	10	-	-	PUNCT
american_scientific_journal-11730	42	11	on	on	ADP
american_scientific_journal-11730	42	12	-	-	PUNCT
american_scientific_journal-11730	42	13	module	module	NOUN
american_scientific_journal-11730	42	14	(	(	PUNCT
american_scientific_journal-11730	42	15	som	som	NOUN
american_scientific_journal-11730	42	16	)	)	PUNCT
american_scientific_journal-11730	42	17	platforms	platform	NOUN
american_scientific_journal-11730	42	18	including	include	VERB
american_scientific_journal-11730	42	19	nvidia	nvidia	PROPN
american_scientific_journal-11730	42	20	jetson	jetson	PROPN
american_scientific_journal-11730	42	21	,	,	PUNCT
american_scientific_journal-11730	42	22	google	google	PROPN
american_scientific_journal-11730	42	23	coral	coral	NOUN
american_scientific_journal-11730	42	24	,	,	PUNCT
american_scientific_journal-11730	42	25	and	and	CCONJ
american_scientific_journal-11730	42	26	intel	intel	PROPN
american_scientific_journal-11730	42	27	movidius	movidius	PROPN
american_scientific_journal-11730	42	28	.	.	PUNCT
american_scientific_journal-11730	43	1	these	these	DET
american_scientific_journal-11730	43	2	platforms	platform	NOUN
american_scientific_journal-11730	43	3	make	make	VERB
american_scientific_journal-11730	43	4	it	it	PRON
american_scientific_journal-11730	43	5	quick	quick	ADJ
american_scientific_journal-11730	43	6	and	and	CCONJ
american_scientific_journal-11730	43	7	easy	easy	ADJ
american_scientific_journal-11730	43	8	for	for	SCONJ
american_scientific_journal-11730	43	9	ai	ai	PROPN
american_scientific_journal-11730	43	10	professionals	professional	NOUN
american_scientific_journal-11730	43	11	and	and	CCONJ
american_scientific_journal-11730	43	12	scientists	scientist	NOUN
american_scientific_journal-11730	43	13	to	to	PART
american_scientific_journal-11730	43	14	get	get	AUX
american_scientific_journal-11730	43	15	started	start	VERB
american_scientific_journal-11730	43	16	on	on	ADP
american_scientific_journal-11730	43	17	their	their	PRON
american_scientific_journal-11730	43	18	projects	project	NOUN
american_scientific_journal-11730	43	19	.	.	PUNCT
american_scientific_journal-11730	44	1	these	these	DET
american_scientific_journal-11730	44	2	platforms	platform	NOUN
american_scientific_journal-11730	44	3	can	can	AUX
american_scientific_journal-11730	44	4	be	be	AUX
american_scientific_journal-11730	44	5	easily	easily	ADV
american_scientific_journal-11730	44	6	deployed	deploy	VERB
american_scientific_journal-11730	44	7	in	in	ADP
american_scientific_journal-11730	44	8	end	end	NOUN
american_scientific_journal-11730	44	9	user	user	NOUN
american_scientific_journal-11730	44	10	devices	device	NOUN
american_scientific_journal-11730	44	11	without	without	ADP
american_scientific_journal-11730	44	12	requiring	require	VERB
american_scientific_journal-11730	44	13	ongoing	ongoing	ADJ
american_scientific_journal-11730	44	14	cloud	cloud	NOUN
american_scientific_journal-11730	44	15	connectivity	connectivity	NOUN
american_scientific_journal-11730	44	16	.	.	PUNCT
american_scientific_journal-11730	45	1	along	along	ADP
american_scientific_journal-11730	45	2	with	with	ADP
american_scientific_journal-11730	45	3	the	the	DET
american_scientific_journal-11730	45	4	release	release	NOUN
american_scientific_journal-11730	45	5	of	of	ADP
american_scientific_journal-11730	45	6	new	new	ADJ
american_scientific_journal-11730	45	7	hardware	hardware	NOUN
american_scientific_journal-11730	45	8	,	,	PUNCT
american_scientific_journal-11730	45	9	the	the	DET
american_scientific_journal-11730	45	10	industry	industry	NOUN
american_scientific_journal-11730	45	11	has	have	AUX
american_scientific_journal-11730	45	12	responded	respond	VERB
american_scientific_journal-11730	45	13	by	by	ADP
american_scientific_journal-11730	45	14	creating	create	VERB
american_scientific_journal-11730	45	15	software	software	NOUN
american_scientific_journal-11730	45	16	frameworks	framework	NOUN
american_scientific_journal-11730	45	17	capable	capable	ADJ
american_scientific_journal-11730	45	18	of	of	ADP
american_scientific_journal-11730	45	19	accommodating	accommodate	VERB
american_scientific_journal-11730	45	20	edge	edge	NOUN
american_scientific_journal-11730	45	21	deployment	deployment	NOUN
american_scientific_journal-11730	45	22	.	.	PUNCT
american_scientific_journal-11730	46	1	all	all	DET
american_scientific_journal-11730	46	2	three	three	NUM
american_scientific_journal-11730	46	3	frameworks	framework	NOUN
american_scientific_journal-11730	46	4	developer	developer	NOUN
american_scientific_journal-11730	46	5	edition	edition	NOUN
american_scientific_journal-11730	46	6	were	be	AUX
american_scientific_journal-11730	46	7	specifically	specifically	ADV
american_scientific_journal-11730	46	8	designed	design	VERB
american_scientific_journal-11730	46	9	to	to	PART
american_scientific_journal-11730	46	10	meet	meet	VERB
american_scientific_journal-11730	46	11	the	the	DET
american_scientific_journal-11730	46	12	requirements	requirement	NOUN
american_scientific_journal-11730	46	13	of	of	ADP
american_scientific_journal-11730	46	14	edge	edge	NOUN
american_scientific_journal-11730	46	15	ml	ml	ADV
american_scientific_journal-11730	46	16	,	,	PUNCT
american_scientific_journal-11730	46	17	enabling	enable	VERB
american_scientific_journal-11730	46	18	ml	ml	NOUN
american_scientific_journal-11730	46	19	models	model	NOUN
american_scientific_journal-11730	46	20	to	to	PART
american_scientific_journal-11730	46	21	execute	execute	VERB
american_scientific_journal-11730	46	22	natively	natively	ADV
american_scientific_journal-11730	46	23	in	in	ADP
american_scientific_journal-11730	46	24	resource	resource	NOUN
american_scientific_journal-11730	46	25	-	-	PUNCT
american_scientific_journal-11730	46	26	constrained	constrain	VERB
american_scientific_journal-11730	46	27	environments	environment	NOUN
american_scientific_journal-11730	46	28	.	.	PUNCT
american_scientific_journal-11730	47	1	their	their	PRON
american_scientific_journal-11730	47	2	functionality	functionality	NOUN
american_scientific_journal-11730	47	3	allows	allow	VERB
american_scientific_journal-11730	47	4	for	for	SCONJ
american_scientific_journal-11730	47	5	neural	neural	ADJ
american_scientific_journal-11730	47	6	networks	network	NOUN
american_scientific_journal-11730	47	7	to	to	PART
american_scientific_journal-11730	47	8	perform	perform	VERB
american_scientific_journal-11730	47	9	efficiently	efficiently	ADV
american_scientific_journal-11730	47	10	in	in	ADP
american_scientific_journal-11730	47	11	real	real	ADJ
american_scientific_journal-11730	47	12	-	-	PUNCT
american_scientific_journal-11730	47	13	time	time	NOUN
american_scientific_journal-11730	47	14	environments	environment	NOUN
american_scientific_journal-11730	47	15	with	with	ADP
american_scientific_journal-11730	47	16	minimal	minimal	ADJ
american_scientific_journal-11730	47	17	changes	change	NOUN
american_scientific_journal-11730	47	18	to	to	ADP
american_scientific_journal-11730	47	19	their	their	PRON
american_scientific_journal-11730	47	20	accuracy	accuracy	NOUN
american_scientific_journal-11730	47	21	.	.	PUNCT
american_scientific_journal-11730	48	1	changes	change	NOUN
american_scientific_journal-11730	48	2	in	in	ADP
american_scientific_journal-11730	48	3	edge	edge	NOUN
american_scientific_journal-11730	48	4	ai	ai	NOUN
american_scientific_journal-11730	48	5	architecture	architecture	NOUN
american_scientific_journal-11730	48	6	are	be	AUX
american_scientific_journal-11730	48	7	driven	drive	VERB
american_scientific_journal-11730	48	8	by	by	ADP
american_scientific_journal-11730	48	9	advances	advance	NOUN
american_scientific_journal-11730	48	10	in	in	ADP
american_scientific_journal-11730	48	11	system	system	NOUN
american_scientific_journal-11730	48	12	design	design	NOUN
american_scientific_journal-11730	48	13	,	,	PUNCT
american_scientific_journal-11730	48	14	including	include	VERB
american_scientific_journal-11730	48	15	split	split	NOUN
american_scientific_journal-11730	48	16	computing	computing	NOUN
american_scientific_journal-11730	48	17	and	and	CCONJ
american_scientific_journal-11730	48	18	edgecloud	edgecloud	ADJ
american_scientific_journal-11730	48	19	orchestration	orchestration	NOUN
american_scientific_journal-11730	48	20	.	.	PUNCT
american_scientific_journal-11730	49	1	these	these	DET
american_scientific_journal-11730	49	2	hybrid	hybrid	ADJ
american_scientific_journal-11730	49	3	edge	edge	NOUN
american_scientific_journal-11730	49	4	-	-	PUNCT
american_scientific_journal-11730	49	5	cloud	cloud	NOUN
american_scientific_journal-11730	49	6	solutions	solution	NOUN
american_scientific_journal-11730	49	7	automatically	automatically	ADV
american_scientific_journal-11730	49	8	balance	balance	VERB
american_scientific_journal-11730	49	9	computational	computational	ADJ
american_scientific_journal-11730	49	10	demands	demand	NOUN
american_scientific_journal-11730	49	11	between	between	ADP
american_scientific_journal-11730	49	12	the	the	DET
american_scientific_journal-11730	49	13	edge	edge	NOUN
american_scientific_journal-11730	49	14	and	and	CCONJ
american_scientific_journal-11730	49	15	the	the	DET
american_scientific_journal-11730	49	16	cloud	cloud	NOUN
american_scientific_journal-11730	49	17	while	while	SCONJ
american_scientific_journal-11730	49	18	giving	give	VERB
american_scientific_journal-11730	49	19	application	application	NOUN
american_scientific_journal-11730	49	20	-	-	PUNCT
american_scientific_journal-11730	49	21	specific	specific	ADJ
american_scientific_journal-11730	49	22	system	system	NOUN
american_scientific_journal-11730	49	23	design	design	NOUN
american_scientific_journal-11730	49	24	control	control	NOUN
american_scientific_journal-11730	49	25	where	where	SCONJ
american_scientific_journal-11730	49	26	needed	need	VERB
american_scientific_journal-11730	49	27	.	.	PUNCT
american_scientific_journal-11730	50	1	split	split	ADJ
american_scientific_journal-11730	50	2	learning	learn	VERB
american_scientific_journal-11730	50	3	enables	enable	VERB
american_scientific_journal-11730	50	4	edge	edge	NOUN
american_scientific_journal-11730	50	5	and	and	CCONJ
american_scientific_journal-11730	50	6	cloud	cloud	NOUN
american_scientific_journal-11730	50	7	resources	resource	NOUN
american_scientific_journal-11730	50	8	to	to	PART
american_scientific_journal-11730	50	9	collaborate	collaborate	VERB
american_scientific_journal-11730	50	10	without	without	ADP
american_scientific_journal-11730	50	11	algorithmically	algorithmically	ADV
american_scientific_journal-11730	50	12	sharing	share	VERB
american_scientific_journal-11730	50	13	confidential	confidential	ADJ
american_scientific_journal-11730	50	14	data	datum	NOUN
american_scientific_journal-11730	50	15	,	,	PUNCT
american_scientific_journal-11730	50	16	maximizing	maximize	VERB
american_scientific_journal-11730	50	17	the	the	DET
american_scientific_journal-11730	50	18	efficiency	efficiency	NOUN
american_scientific_journal-11730	50	19	of	of	ADP
american_scientific_journal-11730	50	20	computing	compute	VERB
american_scientific_journal-11730	50	21	on	on	ADP
american_scientific_journal-11730	50	22	edge	edge	NOUN
american_scientific_journal-11730	50	23	devices	device	NOUN
american_scientific_journal-11730	50	24	.	.	PUNCT
american_scientific_journal-11730	51	1	additionally	additionally	ADV
american_scientific_journal-11730	51	2	,	,	PUNCT
american_scientific_journal-11730	51	3	open	open	ADJ
american_scientific_journal-11730	51	4	-	-	PUNCT
american_scientific_journal-11730	51	5	source	source	NOUN
american_scientific_journal-11730	51	6	technologies	technology	NOUN
american_scientific_journal-11730	51	7	and	and	CCONJ
american_scientific_journal-11730	51	8	initiatives	initiative	NOUN
american_scientific_journal-11730	51	9	promoting	promote	VERB
american_scientific_journal-11730	51	10	standardization	standardization	NOUN
american_scientific_journal-11730	51	11	have	have	AUX
american_scientific_journal-11730	51	12	played	play	VERB
american_scientific_journal-11730	51	13	an	an	DET
american_scientific_journal-11730	51	14	important	important	ADJ
american_scientific_journal-11730	51	15	role	role	NOUN
american_scientific_journal-11730	51	16	in	in	ADP
american_scientific_journal-11730	51	17	the	the	DET
american_scientific_journal-11730	51	18	development	development	NOUN
american_scientific_journal-11730	51	19	of	of	ADP
american_scientific_journal-11730	51	20	edge	edge	NOUN
american_scientific_journal-11730	51	21	ai	ai	VERB
american_scientific_journal-11730	51	22	architecture	architecture	NOUN
american_scientific_journal-11730	51	23	.	.	PUNCT
american_scientific_journal-11730	52	1	both	both	CCONJ
american_scientific_journal-11730	52	2	the	the	DET
american_scientific_journal-11730	52	3	edge	edge	NOUN
american_scientific_journal-11730	52	4	ai	ai	AUX
american_scientific_journal-11730	52	5	working	work	VERB
american_scientific_journal-11730	52	6	group	group	NOUN
american_scientific_journal-11730	52	7	within	within	ADP
american_scientific_journal-11730	52	8	the	the	DET
american_scientific_journal-11730	52	9	linux	linux	PROPN
american_scientific_journal-11730	52	10	foundation	foundation	PROPN
american_scientific_journal-11730	52	11	and	and	CCONJ
american_scientific_journal-11730	52	12	mlperf	mlperf	NOUN
american_scientific_journal-11730	52	13	advocate	advocate	VERB
american_scientific_journal-11730	52	14	for	for	ADP
american_scientific_journal-11730	52	15	and	and	CCONJ
american_scientific_journal-11730	52	16	establish	establish	VERB
american_scientific_journal-11730	52	17	universal	universal	ADJ
american_scientific_journal-11730	52	18	standards	standard	NOUN
american_scientific_journal-11730	52	19	and	and	CCONJ
american_scientific_journal-11730	52	20	metrics	metric	NOUN
american_scientific_journal-11730	52	21	used	use	VERB
american_scientific_journal-11730	52	22	to	to	PART
american_scientific_journal-11730	52	23	assess	assess	VERB
american_scientific_journal-11730	52	24	the	the	DET
american_scientific_journal-11730	52	25	efficacy	efficacy	NOUN
american_scientific_journal-11730	52	26	of	of	ADP
american_scientific_journal-11730	52	27	edge	edge	NOUN
american_scientific_journal-11730	52	28	ai	ai	VERB
american_scientific_journal-11730	52	29	systems	system	NOUN
american_scientific_journal-11730	52	30	[	[	X
american_scientific_journal-11730	52	31	3	3	NUM
american_scientific_journal-11730	52	32	]	]	PUNCT
american_scientific_journal-11730	52	33	.	.	PUNCT
american_scientific_journal-11730	53	1	as	as	ADP
american_scientific_journal-11730	53	2	a	a	DET
american_scientific_journal-11730	53	3	result	result	NOUN
american_scientific_journal-11730	53	4	,	,	PUNCT
american_scientific_journal-11730	53	5	these	these	DET
american_scientific_journal-11730	53	6	advancements	advancement	NOUN
american_scientific_journal-11730	53	7	are	be	AUX
american_scientific_journal-11730	53	8	driving	drive	VERB
american_scientific_journal-11730	53	9	standardization	standardization	NOUN
american_scientific_journal-11730	53	10	and	and	CCONJ
american_scientific_journal-11730	53	11	improving	improve	VERB
american_scientific_journal-11730	53	12	the	the	DET
american_scientific_journal-11730	53	13	collaboration	collaboration	NOUN
american_scientific_journal-11730	53	14	between	between	ADP
american_scientific_journal-11730	53	15	different	different	ADJ
american_scientific_journal-11730	53	16	systems	system	NOUN
american_scientific_journal-11730	53	17	and	and	CCONJ
american_scientific_journal-11730	53	18	devices	device	NOUN
american_scientific_journal-11730	53	19	.	.	PUNCT
american_scientific_journal-11730	54	1	a	a	DET
american_scientific_journal-11730	54	2	time	time	NOUN
american_scientific_journal-11730	54	3	-	-	PUNCT
american_scientific_journal-11730	54	4	sequence	sequence	NOUN
american_scientific_journal-11730	54	5	representation	representation	NOUN
american_scientific_journal-11730	54	6	of	of	ADP
american_scientific_journal-11730	54	7	key	key	ADJ
american_scientific_journal-11730	54	8	developments	development	NOUN
american_scientific_journal-11730	54	9	in	in	ADP
american_scientific_journal-11730	54	10	hardware	hardware	NOUN
american_scientific_journal-11730	54	11	and	and	CCONJ
american_scientific_journal-11730	54	12	software	software	NOUN
american_scientific_journal-11730	54	13	illustrates	illustrate	VERB
american_scientific_journal-11730	54	14	this	this	DET
american_scientific_journal-11730	54	15	progression	progression	NOUN
american_scientific_journal-11730	54	16	.	.	PUNCT
american_scientific_journal-11730	55	1	an	an	DET
american_scientific_journal-11730	55	2	illustration	illustration	NOUN
american_scientific_journal-11730	55	3	of	of	ADP
american_scientific_journal-11730	55	4	this	this	DET
american_scientific_journal-11730	55	5	progress	progress	NOUN
american_scientific_journal-11730	55	6	shows	show	VERB
american_scientific_journal-11730	55	7	how	how	SCONJ
american_scientific_journal-11730	55	8	industry	industry	NOUN
american_scientific_journal-11730	55	9	has	have	AUX
american_scientific_journal-11730	55	10	pioneered	pioneer	VERB
american_scientific_journal-11730	55	11	the	the	DET
american_scientific_journal-11730	55	12	transformation	transformation	NOUN
american_scientific_journal-11730	55	13	from	from	ADP
american_scientific_journal-11730	55	14	traditional	traditional	ADJ
american_scientific_journal-11730	55	15	,	,	PUNCT
american_scientific_journal-11730	55	16	centralized	centralized	ADJ
american_scientific_journal-11730	55	17	ai	ai	PROPN
american_scientific_journal-11730	55	18	architectures	architecture	NOUN
american_scientific_journal-11730	55	19	to	to	ADP
american_scientific_journal-11730	55	20	native	native	ADJ
american_scientific_journal-11730	55	21	,	,	PUNCT
american_scientific_journal-11730	55	22	autonomous	autonomous	ADJ
american_scientific_journal-11730	55	23	systems	system	NOUN
american_scientific_journal-11730	55	24	at	at	ADP
american_scientific_journal-11730	55	25	the	the	DET
american_scientific_journal-11730	55	26	edge	edge	NOUN
american_scientific_journal-11730	55	27	.	.	PUNCT
american_scientific_journal-11730	56	1	figure	figure	NOUN
american_scientific_journal-11730	56	2	1	1	NUM
american_scientific_journal-11730	56	3	:	:	PUNCT
american_scientific_journal-11730	56	4	evolution	evolution	NOUN
american_scientific_journal-11730	56	5	of	of	ADP
american_scientific_journal-11730	56	6	edge	edge	NOUN
american_scientific_journal-11730	56	7	ai	ai	PROPN
american_scientific_journal-11730	56	8	architectures	architecture	NOUN
american_scientific_journal-11730	56	9	edge	edge	VERB
american_scientific_journal-11730	56	10	ai	ai	VERB
american_scientific_journal-11730	56	11	’s	’s	PART
american_scientific_journal-11730	56	12	adaptive	adaptive	ADJ
american_scientific_journal-11730	56	13	architecture	architecture	NOUN
american_scientific_journal-11730	56	14	arises	arise	VERB
american_scientific_journal-11730	56	15	from	from	ADP
american_scientific_journal-11730	56	16	the	the	DET
american_scientific_journal-11730	56	17	integration	integration	NOUN
american_scientific_journal-11730	56	18	and	and	CCONJ
american_scientific_journal-11730	56	19	synergy	synergy	NOUN
american_scientific_journal-11730	56	20	of	of	ADP
american_scientific_journal-11730	56	21	recent	recent	ADJ
american_scientific_journal-11730	56	22	developments	development	NOUN
american_scientific_journal-11730	56	23	in	in	ADP
american_scientific_journal-11730	56	24	american	american	ADJ
american_scientific_journal-11730	56	25	academic	academic	ADJ
american_scientific_journal-11730	56	26	scientific	scientific	ADJ
american_scientific_journal-11730	56	27	research	research	NOUN
american_scientific_journal-11730	56	28	journal	journal	NOUN
american_scientific_journal-11730	56	29	for	for	ADP
american_scientific_journal-11730	56	30	engineering	engineering	NOUN
american_scientific_journal-11730	56	31	,	,	PUNCT
american_scientific_journal-11730	56	32	technology	technology	NOUN
american_scientific_journal-11730	56	33	,	,	PUNCT
american_scientific_journal-11730	56	34	and	and	CCONJ
american_scientific_journal-11730	56	35	sciences	science	NOUN
american_scientific_journal-11730	56	36	(	(	PUNCT
american_scientific_journal-11730	56	37	asrjets	asrjet	NOUN
american_scientific_journal-11730	56	38	)	)	PUNCT
american_scientific_journal-11730	56	39	volume	volume	NOUN
american_scientific_journal-11730	56	40	102	102	NUM
american_scientific_journal-11730	56	41	,	,	PUNCT
american_scientific_journal-11730	56	42	no	no	DET
american_scientific_journal-11730	56	43	1	1	NUM
american_scientific_journal-11730	56	44	,	,	PUNCT
american_scientific_journal-11730	56	45	pp	pp	ADV
american_scientific_journal-11730	56	46	227	227	NUM
american_scientific_journal-11730	56	47	-	-	SYM
american_scientific_journal-11730	56	48	248	248	NUM
american_scientific_journal-11730	56	49	230	230	NUM
american_scientific_journal-11730	56	50	microelectronics	microelectronic	NOUN
american_scientific_journal-11730	56	51	,	,	PUNCT
american_scientific_journal-11730	56	52	software	software	NOUN
american_scientific_journal-11730	56	53	optimization	optimization	NOUN
american_scientific_journal-11730	56	54	and	and	CCONJ
american_scientific_journal-11730	56	55	systems	system	NOUN
american_scientific_journal-11730	56	56	engineering	engineering	NOUN
american_scientific_journal-11730	56	57	.	.	PUNCT
american_scientific_journal-11730	57	1	it	it	PRON
american_scientific_journal-11730	57	2	represents	represent	VERB
american_scientific_journal-11730	57	3	a	a	DET
american_scientific_journal-11730	57	4	new	new	ADJ
american_scientific_journal-11730	57	5	trend	trend	NOUN
american_scientific_journal-11730	57	6	toward	toward	ADP
american_scientific_journal-11730	57	7	privacy	privacy	NOUN
american_scientific_journal-11730	57	8	,	,	PUNCT
american_scientific_journal-11730	57	9	latency	latency	NOUN
american_scientific_journal-11730	57	10	,	,	PUNCT
american_scientific_journal-11730	57	11	and	and	CCONJ
american_scientific_journal-11730	57	12	context	context	NOUN
american_scientific_journal-11730	57	13	-	-	PUNCT
american_scientific_journal-11730	57	14	awareness	awareness	NOUN
american_scientific_journal-11730	57	15	in	in	ADP
american_scientific_journal-11730	57	16	compute	compute	NOUN
american_scientific_journal-11730	57	17	-	-	PUNCT
american_scientific_journal-11730	57	18	intensive	intensive	ADJ
american_scientific_journal-11730	57	19	yet	yet	CCONJ
american_scientific_journal-11730	57	20	resource	resource	NOUN
american_scientific_journal-11730	57	21	-	-	PUNCT
american_scientific_journal-11730	57	22	efficient	efficient	ADJ
american_scientific_journal-11730	57	23	intelligent	intelligent	ADJ
american_scientific_journal-11730	57	24	systems	system	NOUN
american_scientific_journal-11730	57	25	.	.	PUNCT
american_scientific_journal-11730	58	1	this	this	DET
american_scientific_journal-11730	58	2	development	development	NOUN
american_scientific_journal-11730	58	3	lays	lay	VERB
american_scientific_journal-11730	58	4	the	the	DET
american_scientific_journal-11730	58	5	groundwork	groundwork	NOUN
american_scientific_journal-11730	58	6	for	for	ADP
american_scientific_journal-11730	58	7	future	future	ADJ
american_scientific_journal-11730	58	8	breakthroughs	breakthrough	NOUN
american_scientific_journal-11730	58	9	and	and	CCONJ
american_scientific_journal-11730	58	10	is	be	AUX
american_scientific_journal-11730	58	11	a	a	DET
american_scientific_journal-11730	58	12	prime	prime	ADJ
american_scientific_journal-11730	58	13	illustration	illustration	NOUN
american_scientific_journal-11730	58	14	of	of	ADP
american_scientific_journal-11730	58	15	the	the	DET
american_scientific_journal-11730	58	16	inventiveness	inventiveness	NOUN
american_scientific_journal-11730	58	17	and	and	CCONJ
american_scientific_journal-11730	58	18	significance	significance	NOUN
american_scientific_journal-11730	58	19	sought	seek	VERB
american_scientific_journal-11730	58	20	by	by	ADP
american_scientific_journal-11730	58	21	credible	credible	ADJ
american_scientific_journal-11730	58	22	evaluation	evaluation	NOUN
american_scientific_journal-11730	58	23	criteria	criterion	NOUN
american_scientific_journal-11730	58	24	for	for	ADP
american_scientific_journal-11730	58	25	an	an	DET
american_scientific_journal-11730	58	26	eb1	eb1	X
american_scientific_journal-11730	58	27	visa	visa	NOUN
american_scientific_journal-11730	58	28	.	.	PUNCT
american_scientific_journal-11730	59	1	iii	iii	X
american_scientific_journal-11730	59	2	.	.	PUNCT
american_scientific_journal-11730	59	3	core	core	NOUN
american_scientific_journal-11730	59	4	technologies	technology	NOUN
american_scientific_journal-11730	59	5	and	and	CCONJ
american_scientific_journal-11730	59	6	frameworks	framework	NOUN
american_scientific_journal-11730	59	7	the	the	DET
american_scientific_journal-11730	59	8	cornerstone	cornerstone	NOUN
american_scientific_journal-11730	59	9	of	of	ADP
american_scientific_journal-11730	59	10	edge	edge	NOUN
american_scientific_journal-11730	59	11	ai	ai	VERB
american_scientific_journal-11730	59	12	and	and	CCONJ
american_scientific_journal-11730	59	13	on	on	ADP
american_scientific_journal-11730	59	14	-	-	PUNCT
american_scientific_journal-11730	59	15	device	device	NOUN
american_scientific_journal-11730	59	16	machine	machine	NOUN
american_scientific_journal-11730	59	17	learning	learning	NOUN
american_scientific_journal-11730	59	18	is	be	AUX
american_scientific_journal-11730	59	19	supported	support	VERB
american_scientific_journal-11730	59	20	by	by	ADP
american_scientific_journal-11730	59	21	a	a	DET
american_scientific_journal-11730	59	22	collection	collection	NOUN
american_scientific_journal-11730	59	23	of	of	ADP
american_scientific_journal-11730	59	24	computationally	computationally	ADV
american_scientific_journal-11730	59	25	efficient	efficient	ADJ
american_scientific_journal-11730	59	26	models	model	NOUN
american_scientific_journal-11730	59	27	along	along	ADP
american_scientific_journal-11730	59	28	with	with	ADP
american_scientific_journal-11730	59	29	optimized	optimize	VERB
american_scientific_journal-11730	59	30	software	software	NOUN
american_scientific_journal-11730	59	31	frameworks	framework	NOUN
american_scientific_journal-11730	59	32	that	that	PRON
american_scientific_journal-11730	59	33	allow	allow	VERB
american_scientific_journal-11730	59	34	operations	operation	NOUN
american_scientific_journal-11730	59	35	on	on	ADP
american_scientific_journal-11730	59	36	limited	limited	ADJ
american_scientific_journal-11730	59	37	resources	resource	NOUN
american_scientific_journal-11730	59	38	.	.	PUNCT
american_scientific_journal-11730	60	1	edge	edge	NOUN
american_scientific_journal-11730	60	2	ai	ai	VERB
american_scientific_journal-11730	60	3	can	can	AUX
american_scientific_journal-11730	60	4	only	only	ADV
american_scientific_journal-11730	60	5	be	be	AUX
american_scientific_journal-11730	60	6	effective	effective	ADJ
american_scientific_journal-11730	60	7	if	if	SCONJ
american_scientific_journal-11730	60	8	three	three	NUM
american_scientific_journal-11730	60	9	essential	essential	ADJ
american_scientific_journal-11730	60	10	elements	element	NOUN
american_scientific_journal-11730	60	11	are	be	AUX
american_scientific_journal-11730	60	12	in	in	ADP
american_scientific_journal-11730	60	13	place	place	NOUN
american_scientific_journal-11730	60	14	.	.	PUNCT
american_scientific_journal-11730	61	1	models	model	NOUN
american_scientific_journal-11730	61	2	with	with	ADP
american_scientific_journal-11730	61	3	small	small	ADJ
american_scientific_journal-11730	61	4	size	size	NOUN
american_scientific_journal-11730	61	5	,	,	PUNCT
american_scientific_journal-11730	61	6	advanced	advanced	ADJ
american_scientific_journal-11730	61	7	compression	compression	NOUN
american_scientific_journal-11730	61	8	techniques	technique	NOUN
american_scientific_journal-11730	61	9	and	and	CCONJ
american_scientific_journal-11730	61	10	solution	solution	NOUN
american_scientific_journal-11730	61	11	adapted	adapt	VERB
american_scientific_journal-11730	61	12	to	to	ADP
american_scientific_journal-11730	61	13	the	the	DET
american_scientific_journal-11730	61	14	operational	operational	ADJ
american_scientific_journal-11730	61	15	requirements	requirement	NOUN
american_scientific_journal-11730	61	16	of	of	ADP
american_scientific_journal-11730	61	17	edge	edge	NOUN
american_scientific_journal-11730	61	18	environments	environment	NOUN
american_scientific_journal-11730	61	19	.	.	PUNCT
american_scientific_journal-11730	62	1	every	every	DET
american_scientific_journal-11730	62	2	element	element	NOUN
american_scientific_journal-11730	62	3	addresses	address	VERB
american_scientific_journal-11730	62	4	specific	specific	ADJ
american_scientific_journal-11730	62	5	barriers	barrier	NOUN
american_scientific_journal-11730	62	6	while	while	SCONJ
american_scientific_journal-11730	62	7	optimized	optimize	VERB
american_scientific_journal-11730	62	8	specifically	specifically	ADV
american_scientific_journal-11730	62	9	for	for	ADP
american_scientific_journal-11730	62	10	enduring	endure	VERB
american_scientific_journal-11730	62	11	resource	resource	NOUN
american_scientific_journal-11730	62	12	-	-	PUNCT
american_scientific_journal-11730	62	13	constrained	constrain	VERB
american_scientific_journal-11730	62	14	settings	setting	NOUN
american_scientific_journal-11730	62	15	such	such	ADJ
american_scientific_journal-11730	62	16	as	as	ADP
american_scientific_journal-11730	62	17	those	those	PRON
american_scientific_journal-11730	62	18	encountered	encounter	VERB
american_scientific_journal-11730	62	19	in	in	ADP
american_scientific_journal-11730	62	20	constrained	constrained	ADJ
american_scientific_journal-11730	62	21	environments	environment	NOUN
american_scientific_journal-11730	62	22	.	.	PUNCT
american_scientific_journal-11730	63	1	low	low	ADJ
american_scientific_journal-11730	63	2	weight	weight	NOUN
american_scientific_journal-11730	63	3	neural	neural	ADJ
american_scientific_journal-11730	63	4	networks	network	NOUN
american_scientific_journal-11730	63	5	are	be	AUX
american_scientific_journal-11730	63	6	essential	essential	ADJ
american_scientific_journal-11730	63	7	for	for	ADP
american_scientific_journal-11730	63	8	efficient	efficient	ADJ
american_scientific_journal-11730	63	9	on	on	ADP
american_scientific_journal-11730	63	10	-	-	PUNCT
american_scientific_journal-11730	63	11	device	device	NOUN
american_scientific_journal-11730	63	12	inference	inference	NOUN
american_scientific_journal-11730	63	13	.	.	PUNCT
american_scientific_journal-11730	64	1	these	these	DET
american_scientific_journal-11730	64	2	models	model	NOUN
american_scientific_journal-11730	64	3	are	be	AUX
american_scientific_journal-11730	64	4	created	create	VERB
american_scientific_journal-11730	64	5	to	to	PART
american_scientific_journal-11730	64	6	provide	provide	VERB
american_scientific_journal-11730	64	7	high	high	ADJ
american_scientific_journal-11730	64	8	performance	performance	NOUN
american_scientific_journal-11730	64	9	while	while	SCONJ
american_scientific_journal-11730	64	10	requiring	require	VERB
american_scientific_journal-11730	64	11	only	only	ADV
american_scientific_journal-11730	64	12	a	a	DET
american_scientific_journal-11730	64	13	limited	limited	ADJ
american_scientific_journal-11730	64	14	amount	amount	NOUN
american_scientific_journal-11730	64	15	of	of	ADP
american_scientific_journal-11730	64	16	resources	resource	NOUN
american_scientific_journal-11730	64	17	.	.	PUNCT
american_scientific_journal-11730	65	1	trained	train	VERB
american_scientific_journal-11730	65	2	with	with	ADP
american_scientific_journal-11730	65	3	pruning	prune	VERB
american_scientific_journal-11730	65	4	and	and	CCONJ
american_scientific_journal-11730	65	5	custom	custom	NOUN
american_scientific_journal-11730	65	6	architectures	architecture	NOUN
american_scientific_journal-11730	65	7	optimized	optimize	VERB
american_scientific_journal-11730	65	8	via	via	ADP
american_scientific_journal-11730	65	9	neural	neural	ADJ
american_scientific_journal-11730	65	10	architecture	architecture	NOUN
american_scientific_journal-11730	65	11	search	search	NOUN
american_scientific_journal-11730	65	12	(	(	PUNCT
american_scientific_journal-11730	65	13	nas	nas	PROPN
american_scientific_journal-11730	65	14	)	)	PUNCT
american_scientific_journal-11730	65	15	,	,	PUNCT
american_scientific_journal-11730	65	16	these	these	DET
american_scientific_journal-11730	65	17	lightweight	lightweight	ADJ
american_scientific_journal-11730	65	18	models	model	NOUN
american_scientific_journal-11730	65	19	demonstrate	demonstrate	VERB
american_scientific_journal-11730	65	20	great	great	ADJ
american_scientific_journal-11730	65	21	results	result	NOUN
american_scientific_journal-11730	65	22	while	while	SCONJ
american_scientific_journal-11730	65	23	controlling	control	VERB
american_scientific_journal-11730	65	24	computational	computational	ADJ
american_scientific_journal-11730	65	25	and	and	CCONJ
american_scientific_journal-11730	65	26	memory	memory	NOUN
american_scientific_journal-11730	65	27	burdens	burden	NOUN
american_scientific_journal-11730	65	28	.	.	PUNCT
american_scientific_journal-11730	66	1	this	this	DET
american_scientific_journal-11730	66	2	model	model	NOUN
american_scientific_journal-11730	66	3	helps	helps	AUX
american_scientific_journal-11730	66	4	achieve	achieve	VERB
american_scientific_journal-11730	66	5	state	state	NOUN
american_scientific_journal-11730	66	6	-	-	PUNCT
american_scientific_journal-11730	66	7	of	of	ADP
american_scientific_journal-11730	66	8	-	-	PUNCT
american_scientific_journal-11730	66	9	the	the	DET
american_scientific_journal-11730	66	10	-	-	PUNCT
american_scientific_journal-11730	66	11	art	art	NOUN
american_scientific_journal-11730	66	12	performance	performance	NOUN
american_scientific_journal-11730	66	13	with	with	ADP
american_scientific_journal-11730	66	14	a	a	DET
american_scientific_journal-11730	66	15	substantial	substantial	ADJ
american_scientific_journal-11730	66	16	reduction	reduction	NOUN
american_scientific_journal-11730	66	17	in	in	ADP
american_scientific_journal-11730	66	18	computational	computational	ADJ
american_scientific_journal-11730	66	19	resources	resource	NOUN
american_scientific_journal-11730	66	20	and	and	CCONJ
american_scientific_journal-11730	66	21	memory	memory	NOUN
american_scientific_journal-11730	66	22	compared	compare	VERB
american_scientific_journal-11730	66	23	to	to	ADP
american_scientific_journal-11730	66	24	conventional	conventional	ADJ
american_scientific_journal-11730	66	25	techniques	technique	NOUN
american_scientific_journal-11730	66	26	,	,	PUNCT
american_scientific_journal-11730	66	27	making	make	VERB
american_scientific_journal-11730	66	28	it	it	PRON
american_scientific_journal-11730	66	29	ideal	ideal	ADJ
american_scientific_journal-11730	66	30	for	for	ADP
american_scientific_journal-11730	66	31	on	on	ADP
american_scientific_journal-11730	66	32	-	-	PUNCT
american_scientific_journal-11730	66	33	device	device	NOUN
american_scientific_journal-11730	66	34	applications	application	NOUN
american_scientific_journal-11730	66	35	on	on	ADP
american_scientific_journal-11730	66	36	mobile	mobile	ADJ
american_scientific_journal-11730	66	37	devices	device	NOUN
american_scientific_journal-11730	66	38	.	.	PUNCT
american_scientific_journal-11730	67	1	squeezenet	squeezenet	NOUN
american_scientific_journal-11730	67	2	offers	offer	VERB
american_scientific_journal-11730	67	3	alexnet	alexnet	ADV
american_scientific_journal-11730	67	4	-	-	PUNCT
american_scientific_journal-11730	67	5	like	like	ADJ
american_scientific_journal-11730	67	6	performance	performance	NOUN
american_scientific_journal-11730	67	7	by	by	ADP
american_scientific_journal-11730	67	8	squeezing	squeeze	VERB
american_scientific_journal-11730	67	9	the	the	DET
american_scientific_journal-11730	67	10	number	number	NOUN
american_scientific_journal-11730	67	11	of	of	ADP
american_scientific_journal-11730	67	12	parameters	parameter	NOUN
american_scientific_journal-11730	67	13	down	down	ADV
american_scientific_journal-11730	67	14	to	to	ADP
american_scientific_journal-11730	67	15	just	just	ADV
american_scientific_journal-11730	67	16	a	a	DET
american_scientific_journal-11730	67	17	fraction	fraction	NOUN
american_scientific_journal-11730	67	18	,	,	PUNCT
american_scientific_journal-11730	67	19	making	make	VERB
american_scientific_journal-11730	67	20	it	it	PRON
american_scientific_journal-11730	67	21	ideal	ideal	ADJ
american_scientific_journal-11730	67	22	for	for	ADP
american_scientific_journal-11730	67	23	applications	application	NOUN
american_scientific_journal-11730	67	24	in	in	ADP
american_scientific_journal-11730	67	25	devices	device	NOUN
american_scientific_journal-11730	67	26	with	with	ADP
american_scientific_journal-11730	67	27	limited	limited	ADJ
american_scientific_journal-11730	67	28	memory	memory	NOUN
american_scientific_journal-11730	67	29	resources	resource	NOUN
american_scientific_journal-11730	67	30	.	.	PUNCT
american_scientific_journal-11730	68	1	simultaneously	simultaneously	ADV
american_scientific_journal-11730	68	2	,	,	PUNCT
american_scientific_journal-11730	68	3	model	model	NOUN
american_scientific_journal-11730	68	4	compression	compression	NOUN
american_scientific_journal-11730	68	5	approaches	approach	NOUN
american_scientific_journal-11730	68	6	enable	enable	VERB
american_scientific_journal-11730	68	7	the	the	DET
american_scientific_journal-11730	68	8	successful	successful	ADJ
american_scientific_journal-11730	68	9	adaptation	adaptation	NOUN
american_scientific_journal-11730	68	10	of	of	ADP
american_scientific_journal-11730	68	11	massive	massive	ADJ
american_scientific_journal-11730	68	12	cloud	cloud	NOUN
american_scientific_journal-11730	68	13	-	-	PUNCT
american_scientific_journal-11730	68	14	based	base	VERB
american_scientific_journal-11730	68	15	models	model	NOUN
american_scientific_journal-11730	68	16	for	for	ADP
american_scientific_journal-11730	68	17	deployment	deployment	NOUN
american_scientific_journal-11730	68	18	on	on	ADP
american_scientific_journal-11730	68	19	restricted	restricted	ADJ
american_scientific_journal-11730	68	20	edge	edge	NOUN
american_scientific_journal-11730	68	21	devices	device	NOUN
american_scientific_journal-11730	68	22	.	.	PUNCT
american_scientific_journal-11730	69	1	quantization	quantization	NOUN
american_scientific_journal-11730	69	2	reflects	reflect	VERB
american_scientific_journal-11730	69	3	the	the	DET
american_scientific_journal-11730	69	4	model	model	NOUN
american_scientific_journal-11730	69	5	weights	weight	NOUN
american_scientific_journal-11730	69	6	and	and	CCONJ
american_scientific_journal-11730	69	7	activations	activation	NOUN
american_scientific_journal-11730	69	8	from	from	ADP
american_scientific_journal-11730	69	9	32	32	NUM
american_scientific_journal-11730	69	10	-	-	PUNCT
american_scientific_journal-11730	69	11	bit	bit	NOUN
american_scientific_journal-11730	69	12	floating	float	VERB
american_scientific_journal-11730	69	13	points	point	NOUN
american_scientific_journal-11730	69	14	to	to	ADP
american_scientific_journal-11730	69	15	8	8	NUM
american_scientific_journal-11730	69	16	-	-	PUNCT
american_scientific_journal-11730	69	17	bit	bit	NOUN
american_scientific_journal-11730	69	18	or	or	CCONJ
american_scientific_journal-11730	69	19	lower	low	ADJ
american_scientific_journal-11730	69	20	integers	integer	NOUN
american_scientific_journal-11730	69	21	,	,	PUNCT
american_scientific_journal-11730	69	22	significantly	significantly	ADV
american_scientific_journal-11730	69	23	downsizing	downsize	VERB
american_scientific_journal-11730	69	24	the	the	DET
american_scientific_journal-11730	69	25	model	model	NOUN
american_scientific_journal-11730	69	26	and	and	CCONJ
american_scientific_journal-11730	69	27	reducing	reduce	VERB
american_scientific_journal-11730	69	28	computational	computational	ADJ
american_scientific_journal-11730	69	29	load	load	NOUN
american_scientific_journal-11730	69	30	.	.	PUNCT
american_scientific_journal-11730	70	1	pruning	pruning	NOUN
american_scientific_journal-11730	70	2	implies	imply	VERB
american_scientific_journal-11730	70	3	the	the	DET
american_scientific_journal-11730	70	4	elimination	elimination	NOUN
american_scientific_journal-11730	70	5	of	of	ADP
american_scientific_journal-11730	70	6	redundant	redundant	ADJ
american_scientific_journal-11730	70	7	neurons	neuron	NOUN
american_scientific_journal-11730	70	8	and	and	CCONJ
american_scientific_journal-11730	70	9	connections	connection	NOUN
american_scientific_journal-11730	70	10	,	,	PUNCT
american_scientific_journal-11730	70	11	which	which	PRON
american_scientific_journal-11730	70	12	accelerates	accelerate	VERB
american_scientific_journal-11730	70	13	inference	inference	NOUN
american_scientific_journal-11730	70	14	while	while	SCONJ
american_scientific_journal-11730	70	15	degrading	degrading	ADJ
american_scientific_journal-11730	70	16	accuracy	accuracy	NOUN
american_scientific_journal-11730	70	17	with	with	ADP
american_scientific_journal-11730	70	18	a	a	DET
american_scientific_journal-11730	70	19	slight	slight	ADJ
american_scientific_journal-11730	70	20	decrease	decrease	NOUN
american_scientific_journal-11730	70	21	.	.	PUNCT
american_scientific_journal-11730	71	1	structured	structured	ADJ
american_scientific_journal-11730	71	2	pruning	pruning	NOUN
american_scientific_journal-11730	71	3	,	,	PUNCT
american_scientific_journal-11730	71	4	for	for	ADP
american_scientific_journal-11730	71	5	example	example	NOUN
american_scientific_journal-11730	71	6	,	,	PUNCT
american_scientific_journal-11730	71	7	eliminates	eliminate	VERB
american_scientific_journal-11730	71	8	all	all	DET
american_scientific_journal-11730	71	9	filters	filter	NOUN
american_scientific_journal-11730	71	10	of	of	ADP
american_scientific_journal-11730	71	11	convolutional	convolutional	ADJ
american_scientific_journal-11730	71	12	layers	layer	NOUN
american_scientific_journal-11730	71	13	,	,	PUNCT
american_scientific_journal-11730	71	14	making	make	VERB
american_scientific_journal-11730	71	15	models	model	NOUN
american_scientific_journal-11730	71	16	smaller	small	ADJ
american_scientific_journal-11730	71	17	and	and	CCONJ
american_scientific_journal-11730	71	18	faster	fast	ADJ
american_scientific_journal-11730	71	19	thanks	thank	NOUN
american_scientific_journal-11730	71	20	to	to	ADP
american_scientific_journal-11730	71	21	less	less	ADV
american_scientific_journal-11730	71	22	complicated	complicated	ADJ
american_scientific_journal-11730	71	23	operations	operation	NOUN
american_scientific_journal-11730	71	24	.	.	PUNCT
american_scientific_journal-11730	72	1	knowledge	knowledge	NOUN
american_scientific_journal-11730	72	2	distillation	distillation	NOUN
american_scientific_journal-11730	72	3	enables	enable	VERB
american_scientific_journal-11730	72	4	a	a	DET
american_scientific_journal-11730	72	5	condensed	condensed	ADJ
american_scientific_journal-11730	72	6	"	"	PUNCT
american_scientific_journal-11730	72	7	student	student	NOUN
american_scientific_journal-11730	72	8	"	"	PUNCT
american_scientific_journal-11730	72	9	model	model	NOUN
american_scientific_journal-11730	72	10	to	to	PART
american_scientific_journal-11730	72	11	absorb	absorb	VERB
american_scientific_journal-11730	72	12	a	a	DET
american_scientific_journal-11730	72	13	bigger	big	ADJ
american_scientific_journal-11730	72	14	"	"	PUNCT
american_scientific_journal-11730	72	15	teacher	teacher	NOUN
american_scientific_journal-11730	72	16	"	"	PUNCT
american_scientific_journal-11730	72	17	and	and	CCONJ
american_scientific_journal-11730	72	18	save	save	VERB
american_scientific_journal-11730	72	19	predictive	predictive	ADJ
american_scientific_journal-11730	72	20	power	power	NOUN
american_scientific_journal-11730	72	21	while	while	SCONJ
american_scientific_journal-11730	72	22	having	have	VERB
american_scientific_journal-11730	72	23	fewer	few	ADJ
american_scientific_journal-11730	72	24	parameters	parameter	NOUN
american_scientific_journal-11730	72	25	[	[	X
american_scientific_journal-11730	72	26	5	5	NUM
american_scientific_journal-11730	72	27	]	]	PUNCT
american_scientific_journal-11730	72	28	.	.	PUNCT
american_scientific_journal-11730	73	1	such	such	ADJ
american_scientific_journal-11730	73	2	techniques	technique	NOUN
american_scientific_journal-11730	73	3	are	be	AUX
american_scientific_journal-11730	73	4	usually	usually	ADV
american_scientific_journal-11730	73	5	applied	apply	VERB
american_scientific_journal-11730	73	6	simultaneously	simultaneously	ADV
american_scientific_journal-11730	73	7	for	for	ADP
american_scientific_journal-11730	73	8	best	good	ADJ
american_scientific_journal-11730	73	9	results	result	NOUN
american_scientific_journal-11730	73	10	,	,	PUNCT
american_scientific_journal-11730	73	11	particularly	particularly	ADV
american_scientific_journal-11730	73	12	when	when	SCONJ
american_scientific_journal-11730	73	13	rapid	rapid	ADJ
american_scientific_journal-11730	73	14	inference	inference	NOUN
american_scientific_journal-11730	73	15	under	under	ADP
american_scientific_journal-11730	73	16	limited	limited	ADJ
american_scientific_journal-11730	73	17	energy	energy	NOUN
american_scientific_journal-11730	73	18	consumption	consumption	NOUN
american_scientific_journal-11730	73	19	is	be	AUX
american_scientific_journal-11730	73	20	needed	need	VERB
american_scientific_journal-11730	73	21	.	.	PUNCT
american_scientific_journal-11730	74	1	backing	back	VERB
american_scientific_journal-11730	74	2	up	up	ADP
american_scientific_journal-11730	74	3	these	these	DET
american_scientific_journal-11730	74	4	advancements	advancement	NOUN
american_scientific_journal-11730	74	5	is	be	AUX
american_scientific_journal-11730	74	6	a	a	DET
american_scientific_journal-11730	74	7	set	set	NOUN
american_scientific_journal-11730	74	8	of	of	ADP
american_scientific_journal-11730	74	9	specialized	specialized	ADJ
american_scientific_journal-11730	74	10	ml	ml	NOUN
american_scientific_journal-11730	74	11	frameworks	framework	NOUN
american_scientific_journal-11730	74	12	designed	design	VERB
american_scientific_journal-11730	74	13	for	for	ADP
american_scientific_journal-11730	74	14	deployment	deployment	NOUN
american_scientific_journal-11730	74	15	at	at	ADP
american_scientific_journal-11730	74	16	the	the	DET
american_scientific_journal-11730	74	17	edges	edge	NOUN
american_scientific_journal-11730	74	18	.	.	PUNCT
american_scientific_journal-11730	75	1	the	the	DET
american_scientific_journal-11730	75	2	tensorflow	tensorflow	NOUN
american_scientific_journal-11730	75	3	lite	lite	NOUN
american_scientific_journal-11730	75	4	is	be	AUX
american_scientific_journal-11730	75	5	a	a	DET
american_scientific_journal-11730	75	6	popular	popular	ADJ
american_scientific_journal-11730	75	7	framework	framework	NOUN
american_scientific_journal-11730	75	8	for	for	ADP
american_scientific_journal-11730	75	9	converting	convert	VERB
american_scientific_journal-11730	75	10	full	full	ADJ
american_scientific_journal-11730	75	11	tensorflow	tensorflow	NOUN
american_scientific_journal-11730	75	12	models	model	NOUN
american_scientific_journal-11730	75	13	to	to	ADP
american_scientific_journal-11730	75	14	lighter	light	ADJ
american_scientific_journal-11730	75	15	forms	form	NOUN
american_scientific_journal-11730	75	16	,	,	PUNCT
american_scientific_journal-11730	75	17	which	which	PRON
american_scientific_journal-11730	75	18	allows	allow	VERB
american_scientific_journal-11730	75	19	low	low	ADJ
american_scientific_journal-11730	75	20	-	-	PUNCT
american_scientific_journal-11730	75	21	latency	latency	NOUN
american_scientific_journal-11730	75	22	inference	inference	NOUN
american_scientific_journal-11730	75	23	on	on	ADP
american_scientific_journal-11730	75	24	android	android	PROPN
american_scientific_journal-11730	75	25	and	and	CCONJ
american_scientific_journal-11730	75	26	embedded	embed	VERB
american_scientific_journal-11730	75	27	linux	linux	PROPN
american_scientific_journal-11730	75	28	devices	device	NOUN
american_scientific_journal-11730	75	29	.	.	PUNCT
american_scientific_journal-11730	76	1	it	it	PRON
american_scientific_journal-11730	76	2	involves	involve	VERB
american_scientific_journal-11730	76	3	quantization	quantization	NOUN
american_scientific_journal-11730	76	4	and	and	CCONJ
american_scientific_journal-11730	76	5	hardware	hardware	NOUN
american_scientific_journal-11730	76	6	acceleration	acceleration	NOUN
american_scientific_journal-11730	76	7	tools	tool	NOUN
american_scientific_journal-11730	76	8	(	(	PUNCT
american_scientific_journal-11730	76	9	for	for	ADP
american_scientific_journal-11730	76	10	example	example	NOUN
american_scientific_journal-11730	76	11	,	,	PUNCT
american_scientific_journal-11730	76	12	through	through	ADP
american_scientific_journal-11730	76	13	nnapi	nnapi	ADJ
american_scientific_journal-11730	76	14	and	and	CCONJ
american_scientific_journal-11730	76	15	hexagon	hexagon	PROPN
american_scientific_journal-11730	76	16	dsp	dsp	PROPN
american_scientific_journal-11730	76	17	)	)	PUNCT
american_scientific_journal-11730	76	18	.	.	PUNCT
american_scientific_journal-11730	77	1	pytorch	pytorch	NOUN
american_scientific_journal-11730	77	2	mobile	mobile	NOUN
american_scientific_journal-11730	77	3	provides	provide	VERB
american_scientific_journal-11730	77	4	the	the	DET
american_scientific_journal-11730	77	5	same	same	ADJ
american_scientific_journal-11730	77	6	for	for	ADP
american_scientific_journal-11730	77	7	pytorch	pytorch	NOUN
american_scientific_journal-11730	77	8	users	user	NOUN
american_scientific_journal-11730	77	9	so	so	SCONJ
american_scientific_journal-11730	77	10	that	that	SCONJ
american_scientific_journal-11730	77	11	they	they	PRON
american_scientific_journal-11730	77	12	can	can	AUX
american_scientific_journal-11730	77	13	deploy	deploy	VERB
american_scientific_journal-11730	77	14	easily	easily	ADV
american_scientific_journal-11730	77	15	from	from	ADP
american_scientific_journal-11730	77	16	cloud	cloud	ADJ
american_scientific_journal-11730	77	17	training	training	NOUN
american_scientific_journal-11730	77	18	environments	environment	NOUN
american_scientific_journal-11730	77	19	to	to	ADP
american_scientific_journal-11730	77	20	a	a	DET
american_scientific_journal-11730	77	21	smartphone	smartphone	NOUN
american_scientific_journal-11730	78	1	[	[	X
american_scientific_journal-11730	78	2	14	14	NUM
american_scientific_journal-11730	78	3	]	]	PUNCT
american_scientific_journal-11730	78	4	.	.	PUNCT
american_scientific_journal-11730	79	1	these	these	DET
american_scientific_journal-11730	79	2	frameworks	framework	NOUN
american_scientific_journal-11730	79	3	offer	offer	VERB
american_scientific_journal-11730	79	4	static	static	ADJ
american_scientific_journal-11730	79	5	inference	inference	NOUN
american_scientific_journal-11730	79	6	graphs	graph	NOUN
american_scientific_journal-11730	79	7	and	and	CCONJ
american_scientific_journal-11730	79	8	support	support	VERB
american_scientific_journal-11730	79	9	them	they	PRON
american_scientific_journal-11730	79	10	with	with	ADP
american_scientific_journal-11730	79	11	dynamic	dynamic	ADJ
american_scientific_journal-11730	79	12	execution	execution	NOUN
american_scientific_journal-11730	79	13	for	for	ADP
american_scientific_journal-11730	79	14	use	use	NOUN
american_scientific_journal-11730	79	15	cases	case	NOUN
american_scientific_journal-11730	79	16	where	where	SCONJ
american_scientific_journal-11730	79	17	adaptive	adaptive	ADJ
american_scientific_journal-11730	79	18	behavior	behavior	NOUN
american_scientific_journal-11730	79	19	is	be	AUX
american_scientific_journal-11730	79	20	needed	need	VERB
american_scientific_journal-11730	79	21	.	.	PUNCT
american_scientific_journal-11730	80	1	american	american	ADJ
american_scientific_journal-11730	80	2	academic	academic	ADJ
american_scientific_journal-11730	80	3	scientific	scientific	ADJ
american_scientific_journal-11730	80	4	research	research	NOUN
american_scientific_journal-11730	80	5	journal	journal	NOUN
american_scientific_journal-11730	80	6	for	for	ADP
american_scientific_journal-11730	80	7	engineering	engineering	NOUN
american_scientific_journal-11730	80	8	,	,	PUNCT
american_scientific_journal-11730	80	9	technology	technology	NOUN
american_scientific_journal-11730	80	10	,	,	PUNCT
american_scientific_journal-11730	80	11	and	and	CCONJ
american_scientific_journal-11730	80	12	sciences	science	NOUN
american_scientific_journal-11730	80	13	(	(	PUNCT
american_scientific_journal-11730	80	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	80	15	)	)	PUNCT
american_scientific_journal-11730	80	16	volume	volume	NOUN
american_scientific_journal-11730	80	17	102	102	NUM
american_scientific_journal-11730	80	18	,	,	PUNCT
american_scientific_journal-11730	80	19	no	no	DET
american_scientific_journal-11730	80	20	1	1	NUM
american_scientific_journal-11730	80	21	,	,	PUNCT
american_scientific_journal-11730	80	22	pp	pp	ADV
american_scientific_journal-11730	80	23	227	227	NUM
american_scientific_journal-11730	80	24	-	-	SYM
american_scientific_journal-11730	80	25	248	248	NUM
american_scientific_journal-11730	80	26	231	231	NUM
american_scientific_journal-11730	80	27	another	another	DET
american_scientific_journal-11730	80	28	noteworthy	noteworthy	ADJ
american_scientific_journal-11730	80	29	one	one	NOUN
american_scientific_journal-11730	80	30	is	be	AUX
american_scientific_journal-11730	80	31	edge	edge	NOUN
american_scientific_journal-11730	80	32	impulse	impulse	ADJ
american_scientific_journal-11730	80	33	,	,	PUNCT
american_scientific_journal-11730	80	34	a	a	DET
american_scientific_journal-11730	80	35	platform	platform	NOUN
american_scientific_journal-11730	80	36	specifically	specifically	ADV
american_scientific_journal-11730	80	37	developed	develop	VERB
american_scientific_journal-11730	80	38	for	for	ADP
american_scientific_journal-11730	80	39	embedded	embed	VERB
american_scientific_journal-11730	80	40	ml	ml	VERB
american_scientific_journal-11730	80	41	.	.	PUNCT
american_scientific_journal-11730	81	1	it	it	PRON
american_scientific_journal-11730	81	2	gives	give	VERB
american_scientific_journal-11730	81	3	a	a	DET
american_scientific_journal-11730	81	4	userfriendly	userfriendly	ADJ
american_scientific_journal-11730	81	5	style	style	NOUN
american_scientific_journal-11730	81	6	of	of	ADP
american_scientific_journal-11730	81	7	pipeline	pipeline	NOUN
american_scientific_journal-11730	81	8	for	for	ADP
american_scientific_journal-11730	81	9	data	data	NOUN
american_scientific_journal-11730	81	10	collection	collection	NOUN
american_scientific_journal-11730	81	11	,	,	PUNCT
american_scientific_journal-11730	81	12	model	model	NOUN
american_scientific_journal-11730	81	13	training	training	NOUN
american_scientific_journal-11730	81	14	,	,	PUNCT
american_scientific_journal-11730	81	15	and	and	CCONJ
american_scientific_journal-11730	81	16	deployment	deployment	NOUN
american_scientific_journal-11730	81	17	in	in	ADP
american_scientific_journal-11730	81	18	microcontrollers	microcontroller	NOUN
american_scientific_journal-11730	81	19	and	and	CCONJ
american_scientific_journal-11730	81	20	resourcestarved	resourcestarved	ADJ
american_scientific_journal-11730	81	21	environments	environment	NOUN
american_scientific_journal-11730	81	22	.	.	PUNCT
american_scientific_journal-11730	82	1	it	it	PRON
american_scientific_journal-11730	82	2	also	also	ADV
american_scientific_journal-11730	82	3	works	work	VERB
american_scientific_journal-11730	82	4	directly	directly	ADV
american_scientific_journal-11730	82	5	with	with	ADP
american_scientific_journal-11730	82	6	hardware	hardware	NOUN
american_scientific_journal-11730	82	7	development	development	NOUN
american_scientific_journal-11730	82	8	kits	kit	NOUN
american_scientific_journal-11730	82	9	that	that	PRON
american_scientific_journal-11730	82	10	allow	allow	VERB
american_scientific_journal-11730	82	11	fast	fast	ADJ
american_scientific_journal-11730	82	12	prototyping	prototyping	NOUN
american_scientific_journal-11730	82	13	and	and	CCONJ
american_scientific_journal-11730	82	14	iteration	iteration	NOUN
american_scientific_journal-11730	82	15	.	.	PUNCT
american_scientific_journal-11730	83	1	edge	edge	NOUN
american_scientific_journal-11730	83	2	impulse	impulse	ADJ
american_scientific_journal-11730	83	3	supports	support	NOUN
american_scientific_journal-11730	83	4	signal	signal	NOUN
american_scientific_journal-11730	83	5	processing	processing	NOUN
american_scientific_journal-11730	83	6	blocks	block	NOUN
american_scientific_journal-11730	83	7	for	for	ADP
american_scientific_journal-11730	83	8	time	time	NOUN
american_scientific_journal-11730	83	9	-	-	PUNCT
american_scientific_journal-11730	83	10	series	series	NOUN
american_scientific_journal-11730	83	11	data	datum	NOUN
american_scientific_journal-11730	83	12	,	,	PUNCT
american_scientific_journal-11730	83	13	image	image	NOUN
american_scientific_journal-11730	83	14	classification	classification	NOUN
american_scientific_journal-11730	83	15	,	,	PUNCT
american_scientific_journal-11730	83	16	and	and	CCONJ
american_scientific_journal-11730	83	17	anomaly	anomaly	NOUN
american_scientific_journal-11730	83	18	detection	detection	NOUN
american_scientific_journal-11730	83	19	—	—	PUNCT
american_scientific_journal-11730	83	20	extending	extend	VERB
american_scientific_journal-11730	83	21	edge	edge	NOUN
american_scientific_journal-11730	83	22	ai	ai	VERB
american_scientific_journal-11730	83	23	to	to	ADP
american_scientific_journal-11730	83	24	domains	domain	NOUN
american_scientific_journal-11730	83	25	like	like	ADP
american_scientific_journal-11730	83	26	predictive	predictive	ADJ
american_scientific_journal-11730	83	27	maintenance	maintenance	NOUN
american_scientific_journal-11730	83	28	and	and	CCONJ
american_scientific_journal-11730	83	29	real	real	ADJ
american_scientific_journal-11730	83	30	-	-	PUNCT
american_scientific_journal-11730	83	31	time	time	NOUN
american_scientific_journal-11730	83	32	diagnostics	diagnostic	NOUN
american_scientific_journal-11730	83	33	.	.	PUNCT
american_scientific_journal-11730	84	1	on	on	ADP
american_scientific_journal-11730	84	2	the	the	DET
american_scientific_journal-11730	84	3	hardware	hardware	NOUN
american_scientific_journal-11730	84	4	side	side	NOUN
american_scientific_journal-11730	84	5	,	,	PUNCT
american_scientific_journal-11730	84	6	edge	edge	NOUN
american_scientific_journal-11730	84	7	ai	ai	VERB
american_scientific_journal-11730	84	8	solutions	solution	NOUN
american_scientific_journal-11730	84	9	are	be	AUX
american_scientific_journal-11730	84	10	increasingly	increasingly	ADV
american_scientific_journal-11730	84	11	driven	drive	VERB
american_scientific_journal-11730	84	12	by	by	ADP
american_scientific_journal-11730	84	13	specialized	specialized	ADJ
american_scientific_journal-11730	84	14	chips	chip	NOUN
american_scientific_journal-11730	84	15	designed	design	VERB
american_scientific_journal-11730	84	16	for	for	ADP
american_scientific_journal-11730	84	17	low	low	ADJ
american_scientific_journal-11730	84	18	-	-	PUNCT
american_scientific_journal-11730	84	19	power	power	NOUN
american_scientific_journal-11730	84	20	,	,	PUNCT
american_scientific_journal-11730	84	21	high	high	ADJ
american_scientific_journal-11730	84	22	-	-	PUNCT
american_scientific_journal-11730	84	23	throughput	throughput	NOUN
american_scientific_journal-11730	84	24	ai	ai	PROPN
american_scientific_journal-11730	84	25	inference	inference	NOUN
american_scientific_journal-11730	84	26	.	.	PUNCT
american_scientific_journal-11730	85	1	they	they	PRON
american_scientific_journal-11730	85	2	include	include	VERB
american_scientific_journal-11730	85	3	google	google	PROPN
american_scientific_journal-11730	85	4	's	's	PART
american_scientific_journal-11730	85	5	edge	edge	NOUN
american_scientific_journal-11730	85	6	tpu	tpu	PROPN
american_scientific_journal-11730	85	7	,	,	PUNCT
american_scientific_journal-11730	85	8	nvidia	nvidia	PROPN
american_scientific_journal-11730	85	9	's	's	PART
american_scientific_journal-11730	85	10	jetson	jetson	PROPN
american_scientific_journal-11730	85	11	nano	nano	PROPN
american_scientific_journal-11730	85	12	and	and	CCONJ
american_scientific_journal-11730	85	13	xavier	xavier	PROPN
american_scientific_journal-11730	85	14	nx	nx	PROPN
american_scientific_journal-11730	85	15	,	,	PUNCT
american_scientific_journal-11730	85	16	apple	apple	PROPN
american_scientific_journal-11730	85	17	's	's	PART
american_scientific_journal-11730	85	18	neural	neural	ADJ
american_scientific_journal-11730	85	19	engine	engine	NOUN
american_scientific_journal-11730	85	20	,	,	PUNCT
american_scientific_journal-11730	85	21	and	and	CCONJ
american_scientific_journal-11730	85	22	qualcomm	qualcomm	NOUN
american_scientific_journal-11730	85	23	's	's	PART
american_scientific_journal-11730	85	24	hexagon	hexagon	PROPN
american_scientific_journal-11730	85	25	dsp	dsp	PROPN
american_scientific_journal-11730	85	26	.	.	PUNCT
american_scientific_journal-11730	86	1	such	such	ADJ
american_scientific_journal-11730	86	2	processors	processor	NOUN
american_scientific_journal-11730	86	3	are	be	AUX
american_scientific_journal-11730	86	4	friendly	friendly	ADJ
american_scientific_journal-11730	86	5	to	to	ADP
american_scientific_journal-11730	86	6	parallelism	parallelism	NOUN
american_scientific_journal-11730	86	7	and	and	CCONJ
american_scientific_journal-11730	86	8	efficient	efficient	ADJ
american_scientific_journal-11730	86	9	memory	memory	NOUN
american_scientific_journal-11730	86	10	access	access	NOUN
american_scientific_journal-11730	86	11	patterns	pattern	NOUN
american_scientific_journal-11730	86	12	,	,	PUNCT
american_scientific_journal-11730	86	13	which	which	PRON
american_scientific_journal-11730	86	14	speed	speed	VERB
american_scientific_journal-11730	86	15	up	up	ADP
american_scientific_journal-11730	86	16	ai	ai	PRON
american_scientific_journal-11730	86	17	loads	load	NOUN
american_scientific_journal-11730	86	18	while	while	SCONJ
american_scientific_journal-11730	86	19	conserving	conserve	VERB
american_scientific_journal-11730	86	20	battery	battery	NOUN
american_scientific_journal-11730	86	21	life	life	NOUN
american_scientific_journal-11730	86	22	[	[	X
american_scientific_journal-11730	86	23	14	14	NUM
american_scientific_journal-11730	86	24	]	]	PUNCT
american_scientific_journal-11730	86	25	.	.	PUNCT
american_scientific_journal-11730	87	1	their	their	PRON
american_scientific_journal-11730	87	2	integration	integration	NOUN
american_scientific_journal-11730	87	3	into	into	ADP
american_scientific_journal-11730	87	4	smartphones	smartphone	NOUN
american_scientific_journal-11730	87	5	,	,	PUNCT
american_scientific_journal-11730	87	6	drones	drone	NOUN
american_scientific_journal-11730	87	7	,	,	PUNCT
american_scientific_journal-11730	87	8	cameras	camera	NOUN
american_scientific_journal-11730	87	9	,	,	PUNCT
american_scientific_journal-11730	87	10	and	and	CCONJ
american_scientific_journal-11730	87	11	wearables	wearable	NOUN
american_scientific_journal-11730	87	12	is	be	AUX
american_scientific_journal-11730	87	13	rapidly	rapidly	ADV
american_scientific_journal-11730	87	14	expanding	expand	VERB
american_scientific_journal-11730	87	15	the	the	DET
american_scientific_journal-11730	87	16	reach	reach	NOUN
american_scientific_journal-11730	87	17	of	of	ADP
american_scientific_journal-11730	87	18	edge	edge	NOUN
american_scientific_journal-11730	87	19	ai	ai	VERB
american_scientific_journal-11730	87	20	[	[	X
american_scientific_journal-11730	87	21	19	19	NUM
american_scientific_journal-11730	87	22	]	]	PUNCT
american_scientific_journal-11730	87	23	.	.	PUNCT
american_scientific_journal-11730	88	1	in	in	ADP
american_scientific_journal-11730	88	2	addition	addition	NOUN
american_scientific_journal-11730	88	3	,	,	PUNCT
american_scientific_journal-11730	88	4	the	the	DET
american_scientific_journal-11730	88	5	emergence	emergence	NOUN
american_scientific_journal-11730	88	6	of	of	ADP
american_scientific_journal-11730	88	7	fpgas	fpgas	NOUN
american_scientific_journal-11730	88	8	in	in	ADP
american_scientific_journal-11730	88	9	edge	edge	NOUN
american_scientific_journal-11730	88	10	computing	computing	NOUN
american_scientific_journal-11730	88	11	provides	provide	VERB
american_scientific_journal-11730	88	12	customized	customized	ADJ
american_scientific_journal-11730	88	13	and	and	CCONJ
american_scientific_journal-11730	88	14	reconfigurable	reconfigurable	ADJ
american_scientific_journal-11730	88	15	hardware	hardware	NOUN
american_scientific_journal-11730	88	16	acceleration	acceleration	NOUN
american_scientific_journal-11730	88	17	for	for	ADP
american_scientific_journal-11730	88	18	specialized	specialized	ADJ
american_scientific_journal-11730	88	19	applications	application	NOUN
american_scientific_journal-11730	88	20	,	,	PUNCT
american_scientific_journal-11730	88	21	including	include	VERB
american_scientific_journal-11730	88	22	robotics	robotic	NOUN
american_scientific_journal-11730	88	23	and	and	CCONJ
american_scientific_journal-11730	88	24	video	video	NOUN
american_scientific_journal-11730	88	25	analytics	analytic	NOUN
american_scientific_journal-11730	88	26	.	.	PUNCT
american_scientific_journal-11730	89	1	another	another	DET
american_scientific_journal-11730	89	2	critical	critical	ADJ
american_scientific_journal-11730	89	3	technological	technological	ADJ
american_scientific_journal-11730	89	4	layer	layer	NOUN
american_scientific_journal-11730	89	5	is	be	AUX
american_scientific_journal-11730	89	6	runtime	runtime	NOUN
american_scientific_journal-11730	89	7	optimization	optimization	NOUN
american_scientific_journal-11730	89	8	libraries	library	NOUN
american_scientific_journal-11730	89	9	and	and	CCONJ
american_scientific_journal-11730	89	10	apis	apis	PROPN
american_scientific_journal-11730	89	11	.	.	PUNCT
american_scientific_journal-11730	90	1	onnx	onnx	PROPN
american_scientific_journal-11730	90	2	runtime	runtime	NOUN
american_scientific_journal-11730	90	3	,	,	PUNCT
american_scientific_journal-11730	90	4	arm	arm	NOUN
american_scientific_journal-11730	90	5	compute	compute	NOUN
american_scientific_journal-11730	90	6	library	library	NOUN
american_scientific_journal-11730	90	7	,	,	PUNCT
american_scientific_journal-11730	90	8	and	and	CCONJ
american_scientific_journal-11730	90	9	tvm	tvm	PROPN
american_scientific_journal-11730	90	10	optimize	optimize	NOUN
american_scientific_journal-11730	90	11	model	model	NOUN
american_scientific_journal-11730	90	12	execution	execution	NOUN
american_scientific_journal-11730	90	13	by	by	ADP
american_scientific_journal-11730	90	14	considering	consider	VERB
american_scientific_journal-11730	90	15	target	target	NOUN
american_scientific_journal-11730	90	16	hardware	hardware	NOUN
american_scientific_journal-11730	90	17	traits	trait	NOUN
american_scientific_journal-11730	90	18	.	.	PUNCT
american_scientific_journal-11730	91	1	they	they	PRON
american_scientific_journal-11730	91	2	guarantee	guarantee	VERB
american_scientific_journal-11730	91	3	that	that	SCONJ
american_scientific_journal-11730	91	4	models	model	NOUN
american_scientific_journal-11730	91	5	operate	operate	VERB
american_scientific_journal-11730	91	6	fast	fast	ADV
american_scientific_journal-11730	91	7	in	in	ADP
american_scientific_journal-11730	91	8	cpus	cpu	NOUN
american_scientific_journal-11730	91	9	,	,	PUNCT
american_scientific_journal-11730	91	10	gpus	gpu	NOUN
american_scientific_journal-11730	91	11	,	,	PUNCT
american_scientific_journal-11730	91	12	and	and	CCONJ
american_scientific_journal-11730	91	13	npus	npus	ADV
american_scientific_journal-11730	91	14	without	without	ADP
american_scientific_journal-11730	91	15	requiring	require	VERB
american_scientific_journal-11730	91	16	developers	developer	NOUN
american_scientific_journal-11730	91	17	to	to	PART
american_scientific_journal-11730	91	18	make	make	VERB
american_scientific_journal-11730	91	19	many	many	ADJ
american_scientific_journal-11730	91	20	interventions	intervention	NOUN
american_scientific_journal-11730	91	21	[	[	X
american_scientific_journal-11730	91	22	19	19	NUM
american_scientific_journal-11730	91	23	]	]	PUNCT
american_scientific_journal-11730	91	24	.	.	PUNCT
american_scientific_journal-11730	92	1	for	for	ADP
american_scientific_journal-11730	92	2	example	example	NOUN
american_scientific_journal-11730	92	3	,	,	PUNCT
american_scientific_journal-11730	92	4	tvm	tvm	PROPN
american_scientific_journal-11730	92	5	offers	offer	VERB
american_scientific_journal-11730	92	6	automated	automate	VERB
american_scientific_journal-11730	92	7	model	model	NOUN
american_scientific_journal-11730	92	8	optimization	optimization	NOUN
american_scientific_journal-11730	92	9	through	through	ADP
american_scientific_journal-11730	92	10	deep	deep	ADJ
american_scientific_journal-11730	92	11	learning	learn	VERB
american_scientific_journal-11730	92	12	compiler	compiler	NOUN
american_scientific_journal-11730	92	13	techniques	technique	NOUN
american_scientific_journal-11730	92	14	to	to	PART
american_scientific_journal-11730	92	15	support	support	VERB
american_scientific_journal-11730	92	16	tailored	tailor	VERB
american_scientific_journal-11730	92	17	graph	graph	NOUN
american_scientific_journal-11730	92	18	execution	execution	NOUN
american_scientific_journal-11730	92	19	according	accord	VERB
american_scientific_journal-11730	92	20	to	to	ADP
american_scientific_journal-11730	92	21	the	the	DET
american_scientific_journal-11730	92	22	profiling	profiling	NOUN
american_scientific_journal-11730	92	23	results	result	NOUN
american_scientific_journal-11730	92	24	,	,	PUNCT
american_scientific_journal-11730	92	25	delivering	deliver	VERB
american_scientific_journal-11730	92	26	optimum	optimum	ADJ
american_scientific_journal-11730	92	27	performance	performance	NOUN
american_scientific_journal-11730	92	28	with	with	ADP
american_scientific_journal-11730	92	29	minimal	minimal	ADJ
american_scientific_journal-11730	92	30	changes	change	NOUN
american_scientific_journal-11730	92	31	to	to	ADP
american_scientific_journal-11730	92	32	code	code	NOUN
american_scientific_journal-11730	92	33	.	.	PUNCT
american_scientific_journal-11730	93	1	to	to	PART
american_scientific_journal-11730	93	2	give	give	VERB
american_scientific_journal-11730	93	3	an	an	DET
american_scientific_journal-11730	93	4	idea	idea	NOUN
american_scientific_journal-11730	93	5	of	of	ADP
american_scientific_journal-11730	93	6	the	the	DET
american_scientific_journal-11730	93	7	comparative	comparative	ADJ
american_scientific_journal-11730	93	8	benefits	benefit	NOUN
american_scientific_journal-11730	93	9	of	of	ADP
american_scientific_journal-11730	93	10	these	these	DET
american_scientific_journal-11730	93	11	technologies	technology	NOUN
american_scientific_journal-11730	93	12	,	,	PUNCT
american_scientific_journal-11730	93	13	a	a	DET
american_scientific_journal-11730	93	14	table	table	NOUN
american_scientific_journal-11730	93	15	can	can	AUX
american_scientific_journal-11730	93	16	be	be	AUX
american_scientific_journal-11730	93	17	added	add	VERB
american_scientific_journal-11730	93	18	to	to	ADP
american_scientific_journal-11730	93	19	benchmark	benchmark	NOUN
american_scientific_journal-11730	93	20	inference	inference	NOUN
american_scientific_journal-11730	93	21	time	time	NOUN
american_scientific_journal-11730	93	22	and	and	CCONJ
american_scientific_journal-11730	93	23	memory	memory	NOUN
american_scientific_journal-11730	93	24	use	use	NOUN
american_scientific_journal-11730	93	25	and	and	CCONJ
american_scientific_journal-11730	93	26	model	model	NOUN
american_scientific_journal-11730	93	27	accuracy	accuracy	NOUN
american_scientific_journal-11730	93	28	of	of	ADP
american_scientific_journal-11730	93	29	major	major	ADJ
american_scientific_journal-11730	93	30	models	model	NOUN
american_scientific_journal-11730	93	31	(	(	PUNCT
american_scientific_journal-11730	93	32	e.g.	e.g.	ADV
american_scientific_journal-11730	93	33	,	,	PUNCT
american_scientific_journal-11730	93	34	mobilenet	mobilenet	NOUN
american_scientific_journal-11730	93	35	vs.	vs.	ADP
american_scientific_journal-11730	93	36	efficientnet	efficientnet	NOUN
american_scientific_journal-11730	93	37	)	)	PUNCT
american_scientific_journal-11730	93	38	for	for	ADP
american_scientific_journal-11730	93	39	a	a	DET
american_scientific_journal-11730	93	40	variety	variety	NOUN
american_scientific_journal-11730	93	41	of	of	ADP
american_scientific_journal-11730	93	42	edge	edge	NOUN
american_scientific_journal-11730	93	43	hardware	hardware	NOUN
american_scientific_journal-11730	93	44	platforms	platform	NOUN
american_scientific_journal-11730	93	45	(	(	PUNCT
american_scientific_journal-11730	93	46	e.g.	e.g.	ADV
american_scientific_journal-11730	93	47	,	,	PUNCT
american_scientific_journal-11730	93	48	jetson	jetson	PROPN
american_scientific_journal-11730	93	49	nano	nano	PROPN
american_scientific_journal-11730	93	50	,	,	PUNCT
american_scientific_journal-11730	93	51	raspberry	raspberry	NOUN
american_scientific_journal-11730	93	52	pi	pi	NOUN
american_scientific_journal-11730	93	53	,	,	PUNCT
american_scientific_journal-11730	93	54	coral	coral	ADJ
american_scientific_journal-11730	93	55	dev	dev	PROPN
american_scientific_journal-11730	93	56	board	board	PROPN
american_scientific_journal-11730	93	57	)	)	PUNCT
american_scientific_journal-11730	94	1	[	[	X
american_scientific_journal-11730	94	2	19	19	NUM
american_scientific_journal-11730	94	3	]	]	PUNCT
american_scientific_journal-11730	94	4	.	.	PUNCT
american_scientific_journal-11730	95	1	benchmark	benchmark	NOUN
american_scientific_journal-11730	95	2	results	result	NOUN
american_scientific_journal-11730	95	3	from	from	ADP
american_scientific_journal-11730	95	4	public	public	ADJ
american_scientific_journal-11730	95	5	datasets	dataset	NOUN
american_scientific_journal-11730	95	6	,	,	PUNCT
american_scientific_journal-11730	95	7	such	such	ADJ
american_scientific_journal-11730	95	8	as	as	ADP
american_scientific_journal-11730	95	9	imagenet	imagenet	NOUN
american_scientific_journal-11730	95	10	and	and	CCONJ
american_scientific_journal-11730	95	11	coco	coco	PROPN
american_scientific_journal-11730	95	12	,	,	PUNCT
american_scientific_journal-11730	95	13	can	can	AUX
american_scientific_journal-11730	95	14	help	help	VERB
american_scientific_journal-11730	95	15	show	show	VERB
american_scientific_journal-11730	95	16	trade	trade	NOUN
american_scientific_journal-11730	95	17	-	-	PUNCT
american_scientific_journal-11730	95	18	offs	off	NOUN
american_scientific_journal-11730	95	19	and	and	CCONJ
american_scientific_journal-11730	95	20	hardware	hardware	NOUN
american_scientific_journal-11730	95	21	selection	selection	NOUN
american_scientific_journal-11730	95	22	for	for	ADP
american_scientific_journal-11730	95	23	particular	particular	ADJ
american_scientific_journal-11730	95	24	use	use	NOUN
american_scientific_journal-11730	95	25	cases	case	NOUN
american_scientific_journal-11730	95	26	.	.	PUNCT
american_scientific_journal-11730	96	1	finally	finally	ADV
american_scientific_journal-11730	96	2	,	,	PUNCT
american_scientific_journal-11730	96	3	edge	edge	NOUN
american_scientific_journal-11730	96	4	-	-	PUNCT
american_scientific_journal-11730	96	5	specific	specific	ADJ
american_scientific_journal-11730	96	6	innovations	innovation	NOUN
american_scientific_journal-11730	96	7	in	in	ADP
american_scientific_journal-11730	96	8	training	training	NOUN
american_scientific_journal-11730	96	9	paradigms	paradigm	NOUN
american_scientific_journal-11730	96	10	,	,	PUNCT
american_scientific_journal-11730	96	11	such	such	ADJ
american_scientific_journal-11730	96	12	as	as	ADP
american_scientific_journal-11730	96	13	on	on	ADP
american_scientific_journal-11730	96	14	-	-	PUNCT
american_scientific_journal-11730	96	15	device	device	NOUN
american_scientific_journal-11730	96	16	transfer	transfer	NOUN
american_scientific_journal-11730	96	17	and	and	CCONJ
american_scientific_journal-11730	96	18	federated	federated	ADJ
american_scientific_journal-11730	96	19	learning	learning	NOUN
american_scientific_journal-11730	96	20	,	,	PUNCT
american_scientific_journal-11730	96	21	are	be	AUX
american_scientific_journal-11730	96	22	gaining	gain	VERB
american_scientific_journal-11730	96	23	traction	traction	NOUN
american_scientific_journal-11730	96	24	.	.	PUNCT
american_scientific_journal-11730	97	1	such	such	ADJ
american_scientific_journal-11730	97	2	approaches	approach	NOUN
american_scientific_journal-11730	97	3	allow	allow	VERB
american_scientific_journal-11730	97	4	for	for	ADP
american_scientific_journal-11730	97	5	the	the	DET
american_scientific_journal-11730	97	6	continuous	continuous	ADJ
american_scientific_journal-11730	97	7	adaptation	adaptation	NOUN
american_scientific_journal-11730	97	8	of	of	ADP
american_scientific_journal-11730	97	9	models	model	NOUN
american_scientific_journal-11730	97	10	on	on	ADP
american_scientific_journal-11730	97	11	the	the	DET
american_scientific_journal-11730	97	12	device	device	NOUN
american_scientific_journal-11730	97	13	without	without	ADP
american_scientific_journal-11730	97	14	sacrificing	sacrifice	VERB
american_scientific_journal-11730	97	15	user	user	NOUN
american_scientific_journal-11730	97	16	data	data	PROPN
american_scientific_journal-11730	97	17	privacy	privacy	NOUN
american_scientific_journal-11730	97	18	or	or	CCONJ
american_scientific_journal-11730	97	19	continual	continual	ADJ
american_scientific_journal-11730	97	20	connection	connection	NOUN
american_scientific_journal-11730	97	21	to	to	ADP
american_scientific_journal-11730	97	22	the	the	DET
american_scientific_journal-11730	97	23	cloud	cloud	NOUN
american_scientific_journal-11730	97	24	.	.	PUNCT
american_scientific_journal-11730	98	1	transfer	transfer	NOUN
american_scientific_journal-11730	98	2	learning	learning	NOUN
american_scientific_journal-11730	98	3	makes	make	VERB
american_scientific_journal-11730	98	4	it	it	PRON
american_scientific_journal-11730	98	5	possible	possible	ADJ
american_scientific_journal-11730	98	6	to	to	PART
american_scientific_journal-11730	98	7	adapt	adapt	VERB
american_scientific_journal-11730	98	8	generic	generic	ADJ
american_scientific_journal-11730	98	9	models	model	NOUN
american_scientific_journal-11730	98	10	to	to	ADP
american_scientific_journal-11730	98	11	local	local	ADJ
american_scientific_journal-11730	98	12	jobs	job	NOUN
american_scientific_journal-11730	98	13	with	with	ADP
american_scientific_journal-11730	98	14	the	the	DET
american_scientific_journal-11730	98	15	help	help	NOUN
american_scientific_journal-11730	98	16	of	of	ADP
american_scientific_journal-11730	98	17	a	a	DET
american_scientific_journal-11730	98	18	comparatively	comparatively	ADV
american_scientific_journal-11730	98	19	small	small	ADJ
american_scientific_journal-11730	98	20	set	set	NOUN
american_scientific_journal-11730	98	21	of	of	ADP
american_scientific_journal-11730	98	22	new	new	ADJ
american_scientific_journal-11730	98	23	instances	instance	NOUN
american_scientific_journal-11730	98	24	,	,	PUNCT
american_scientific_journal-11730	98	25	many	many	ADJ
american_scientific_journal-11730	98	26	of	of	ADP
american_scientific_journal-11730	98	27	which	which	PRON
american_scientific_journal-11730	98	28	are	be	AUX
american_scientific_journal-11730	98	29	obtained	obtain	VERB
american_scientific_journal-11730	98	30	in	in	ADP
american_scientific_journal-11730	98	31	situ	situ	NOUN
american_scientific_journal-11730	98	32	.	.	PUNCT
american_scientific_journal-11730	99	1	on	on	ADP
american_scientific_journal-11730	99	2	the	the	DET
american_scientific_journal-11730	99	3	other	other	ADJ
american_scientific_journal-11730	99	4	hand	hand	NOUN
american_scientific_journal-11730	99	5	,	,	PUNCT
american_scientific_journal-11730	99	6	federated	federate	VERB
american_scientific_journal-11730	99	7	learning	learning	NOUN
american_scientific_journal-11730	99	8	enables	enable	VERB
american_scientific_journal-11730	99	9	decentralized	decentralized	ADJ
american_scientific_journal-11730	99	10	training	training	NOUN
american_scientific_journal-11730	99	11	across	across	ADP
american_scientific_journal-11730	99	12	multiple	multiple	ADJ
american_scientific_journal-11730	99	13	devices	device	NOUN
american_scientific_journal-11730	99	14	by	by	ADP
american_scientific_journal-11730	99	15	sharing	share	VERB
american_scientific_journal-11730	99	16	only	only	ADJ
american_scientific_journal-11730	99	17	model	model	NOUN
american_scientific_journal-11730	99	18	updates	update	NOUN
american_scientific_journal-11730	99	19	rather	rather	ADV
american_scientific_journal-11730	99	20	than	than	ADP
american_scientific_journal-11730	99	21	raw	raw	ADJ
american_scientific_journal-11730	99	22	data	datum	NOUN
american_scientific_journal-11730	99	23	,	,	PUNCT
american_scientific_journal-11730	99	24	making	make	VERB
american_scientific_journal-11730	99	25	it	it	PRON
american_scientific_journal-11730	99	26	ideal	ideal	ADJ
american_scientific_journal-11730	99	27	for	for	ADP
american_scientific_journal-11730	99	28	privacy	privacy	NOUN
american_scientific_journal-11730	99	29	-	-	PUNCT
american_scientific_journal-11730	99	30	sensitive	sensitive	ADJ
american_scientific_journal-11730	99	31	applications	application	NOUN
american_scientific_journal-11730	99	32	in	in	ADP
american_scientific_journal-11730	99	33	healthcare	healthcare	NOUN
american_scientific_journal-11730	99	34	and	and	CCONJ
american_scientific_journal-11730	99	35	finance	finance	NOUN
american_scientific_journal-11730	99	36	[	[	X
american_scientific_journal-11730	99	37	5	5	NUM
american_scientific_journal-11730	99	38	]	]	PUNCT
american_scientific_journal-11730	99	39	.	.	PUNCT
american_scientific_journal-11730	100	1	recent	recent	ADJ
american_scientific_journal-11730	100	2	inventions	invention	NOUN
american_scientific_journal-11730	100	3	explore	explore	VERB
american_scientific_journal-11730	100	4	different	different	ADJ
american_scientific_journal-11730	100	5	ways	way	NOUN
american_scientific_journal-11730	100	6	to	to	PART
american_scientific_journal-11730	100	7	secure	secure	VERB
american_scientific_journal-11730	100	8	model	model	NOUN
american_scientific_journal-11730	100	9	training	training	NOUN
american_scientific_journal-11730	100	10	by	by	ADP
american_scientific_journal-11730	100	11	combining	combine	VERB
american_scientific_journal-11730	100	12	differential	differential	ADJ
american_scientific_journal-11730	100	13	privacy	privacy	NOUN
american_scientific_journal-11730	100	14	techniques	technique	NOUN
american_scientific_journal-11730	100	15	and	and	CCONJ
american_scientific_journal-11730	100	16	secure	secure	VERB
american_scientific_journal-11730	100	17	multiparty	multiparty	ADJ
american_scientific_journal-11730	100	18	computations	computation	NOUN
american_scientific_journal-11730	100	19	.	.	PUNCT
american_scientific_journal-11730	101	1	advances	advance	NOUN
american_scientific_journal-11730	101	2	in	in	ADP
american_scientific_journal-11730	101	3	technologies	technology	NOUN
american_scientific_journal-11730	101	4	such	such	ADJ
american_scientific_journal-11730	101	5	as	as	ADP
american_scientific_journal-11730	101	6	security	security	NOUN
american_scientific_journal-11730	101	7	,	,	PUNCT
american_scientific_journal-11730	101	8	distributed	distribute	VERB
american_scientific_journal-11730	101	9	training	training	NOUN
american_scientific_journal-11730	101	10	,	,	PUNCT
american_scientific_journal-11730	101	11	data	datum	NOUN
american_scientific_journal-11730	101	12	synthesis	synthesis	NOUN
american_scientific_journal-11730	101	13	,	,	PUNCT
american_scientific_journal-11730	101	14	and	and	CCONJ
american_scientific_journal-11730	101	15	mlops	mlops	AUX
american_scientific_journal-11730	101	16	underpin	underpin	VERB
american_scientific_journal-11730	101	17	efficient	efficient	ADJ
american_scientific_journal-11730	101	18	and	and	CCONJ
american_scientific_journal-11730	101	19	effective	effective	ADJ
american_scientific_journal-11730	101	20	implementation	implementation	NOUN
american_scientific_journal-11730	101	21	of	of	ADP
american_scientific_journal-11730	101	22	edge	edge	NOUN
american_scientific_journal-11730	101	23	ai	ai	VERB
american_scientific_journal-11730	101	24	.	.	PUNCT
american_scientific_journal-11730	102	1	they	they	PRON
american_scientific_journal-11730	102	2	’re	’re	VERB
american_scientific_journal-11730	102	3	the	the	DET
american_scientific_journal-11730	102	4	fundamental	fundamental	ADJ
american_scientific_journal-11730	102	5	building	building	NOUN
american_scientific_journal-11730	102	6	blocks	block	NOUN
american_scientific_journal-11730	102	7	,	,	PUNCT
american_scientific_journal-11730	102	8	supporting	support	VERB
american_scientific_journal-11730	102	9	significant	significant	ADJ
american_scientific_journal-11730	102	10	innovations	innovation	NOUN
american_scientific_journal-11730	102	11	that	that	PRON
american_scientific_journal-11730	102	12	may	may	AUX
american_scientific_journal-11730	102	13	be	be	AUX
american_scientific_journal-11730	102	14	protected	protect	VERB
american_scientific_journal-11730	102	15	via	via	ADP
american_scientific_journal-11730	102	16	patents	patent	NOUN
american_scientific_journal-11730	102	17	,	,	PUNCT
american_scientific_journal-11730	102	18	development	development	NOUN
american_scientific_journal-11730	102	19	of	of	ADP
american_scientific_journal-11730	102	20	publications	publication	NOUN
american_scientific_journal-11730	102	21	or	or	CCONJ
american_scientific_journal-11730	102	22	creation	creation	NOUN
american_scientific_journal-11730	102	23	of	of	ADP
american_scientific_journal-11730	102	24	commercial	commercial	ADJ
american_scientific_journal-11730	102	25	products	product	NOUN
american_scientific_journal-11730	102	26	—	—	PUNCT
american_scientific_journal-11730	102	27	the	the	DET
american_scientific_journal-11730	102	28	standards	standard	NOUN
american_scientific_journal-11730	102	29	by	by	ADP
american_scientific_journal-11730	102	30	which	which	PRON
american_scientific_journal-11730	102	31	eb1	eb1	PROPN
american_scientific_journal-11730	102	32	applications	application	NOUN
american_scientific_journal-11730	102	33	are	be	AUX
american_scientific_journal-11730	102	34	measured	measure	VERB
american_scientific_journal-11730	102	35	[	[	X
american_scientific_journal-11730	102	36	14	14	NUM
american_scientific_journal-11730	102	37	]	]	PUNCT
american_scientific_journal-11730	102	38	.	.	PUNCT
american_scientific_journal-11730	103	1	growing	grow	VERB
american_scientific_journal-11730	103	2	the	the	DET
american_scientific_journal-11730	103	3	capabilities	capability	NOUN
american_scientific_journal-11730	103	4	of	of	ADP
american_scientific_journal-11730	103	5	these	these	DET
american_scientific_journal-11730	103	6	fundamental	fundamental	ADJ
american_scientific_journal-11730	103	7	technologies	technology	NOUN
american_scientific_journal-11730	103	8	is	be	AUX
american_scientific_journal-11730	103	9	vital	vital	ADJ
american_scientific_journal-11730	103	10	to	to	ADP
american_scientific_journal-11730	103	11	expanding	expand	VERB
american_scientific_journal-11730	103	12	edge	edge	NOUN
american_scientific_journal-11730	103	13	ai	ai	VERB
american_scientific_journal-11730	103	14	deployment	deployment	NOUN
american_scientific_journal-11730	103	15	on	on	ADP
american_scientific_journal-11730	103	16	a	a	DET
american_scientific_journal-11730	103	17	vast	vast	ADJ
american_scientific_journal-11730	103	18	range	range	NOUN
american_scientific_journal-11730	103	19	of	of	ADP
american_scientific_journal-11730	103	20	applications	application	NOUN
american_scientific_journal-11730	103	21	in	in	ADP
american_scientific_journal-11730	103	22	many	many	ADJ
american_scientific_journal-11730	103	23	different	different	ADJ
american_scientific_journal-11730	103	24	environments	environment	NOUN
american_scientific_journal-11730	103	25	.	.	PUNCT
american_scientific_journal-11730	104	1	american	american	ADJ
american_scientific_journal-11730	104	2	academic	academic	ADJ
american_scientific_journal-11730	104	3	scientific	scientific	ADJ
american_scientific_journal-11730	104	4	research	research	NOUN
american_scientific_journal-11730	104	5	journal	journal	NOUN
american_scientific_journal-11730	104	6	for	for	ADP
american_scientific_journal-11730	104	7	engineering	engineering	NOUN
american_scientific_journal-11730	104	8	,	,	PUNCT
american_scientific_journal-11730	104	9	technology	technology	NOUN
american_scientific_journal-11730	104	10	,	,	PUNCT
american_scientific_journal-11730	104	11	and	and	CCONJ
american_scientific_journal-11730	104	12	sciences	science	NOUN
american_scientific_journal-11730	104	13	(	(	PUNCT
american_scientific_journal-11730	104	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	104	15	)	)	PUNCT
american_scientific_journal-11730	104	16	volume	volume	NOUN
american_scientific_journal-11730	104	17	102	102	NUM
american_scientific_journal-11730	104	18	,	,	PUNCT
american_scientific_journal-11730	104	19	no	no	DET
american_scientific_journal-11730	104	20	1	1	NUM
american_scientific_journal-11730	104	21	,	,	PUNCT
american_scientific_journal-11730	104	22	pp	pp	ADV
american_scientific_journal-11730	104	23	227	227	NUM
american_scientific_journal-11730	104	24	-	-	SYM
american_scientific_journal-11730	104	25	248	248	NUM
american_scientific_journal-11730	104	26	232	232	NUM
american_scientific_journal-11730	104	27	table	table	NOUN
american_scientific_journal-11730	105	1	i	i	PRON
american_scientific_journal-11730	105	2	:	:	PUNCT
american_scientific_journal-11730	105	3	core	core	NOUN
american_scientific_journal-11730	105	4	technology	technology	NOUN
american_scientific_journal-11730	105	5	frameworks	framework	NOUN
american_scientific_journal-11730	105	6	framework	framework	NOUN
american_scientific_journal-11730	105	7	hardware	hardware	NOUN
american_scientific_journal-11730	105	8	support	support	NOUN
american_scientific_journal-11730	105	9	model	model	NOUN
american_scientific_journal-11730	105	10	optimization	optimization	NOUN
american_scientific_journal-11730	105	11	ease	ease	NOUN
american_scientific_journal-11730	105	12	of	of	ADP
american_scientific_journal-11730	105	13	use	use	NOUN
american_scientific_journal-11730	105	14	target	target	NOUN
american_scientific_journal-11730	105	15	users	user	NOUN
american_scientific_journal-11730	105	16	open	open	ADJ
american_scientific_journal-11730	105	17	source	source	NOUN
american_scientific_journal-11730	105	18	tensorflow	tensorflow	PROPN
american_scientific_journal-11730	105	19	lite	lite	PROPN
american_scientific_journal-11730	105	20	android	android	PROPN
american_scientific_journal-11730	105	21	,	,	PUNCT
american_scientific_journal-11730	105	22	raspberry	raspberry	NOUN
american_scientific_journal-11730	105	23	pi	pi	NOUN
american_scientific_journal-11730	105	24	,	,	PUNCT
american_scientific_journal-11730	105	25	coral	coral	ADJ
american_scientific_journal-11730	105	26	quantization	quantization	NOUN
american_scientific_journal-11730	105	27	,	,	PUNCT
american_scientific_journal-11730	105	28	pruning	prune	VERB
american_scientific_journal-11730	105	29	moderate	moderate	ADJ
american_scientific_journal-11730	105	30	developers	developer	NOUN
american_scientific_journal-11730	105	31	,	,	PUNCT
american_scientific_journal-11730	105	32	researchers	researcher	NOUN
american_scientific_journal-11730	105	33	yes	yes	INTJ
american_scientific_journal-11730	105	34	pytorch	pytorch	VERB
american_scientific_journal-11730	105	35	mobile	mobile	ADJ
american_scientific_journal-11730	105	36	ios	io	NOUN
american_scientific_journal-11730	105	37	,	,	PUNCT
american_scientific_journal-11730	105	38	android	android	ADJ
american_scientific_journal-11730	105	39	quantization	quantization	NOUN
american_scientific_journal-11730	105	40	moderate	moderate	ADJ
american_scientific_journal-11730	105	41	developers	developer	NOUN
american_scientific_journal-11730	105	42	yes	yes	INTJ
american_scientific_journal-11730	105	43	edge	edge	VERB
american_scientific_journal-11730	105	44	impulse	impulse	ADJ
american_scientific_journal-11730	105	45	mcus	mcus	NOUN
american_scientific_journal-11730	105	46	,	,	PUNCT
american_scientific_journal-11730	105	47	arduino	arduino	NOUN
american_scientific_journal-11730	105	48	,	,	PUNCT
american_scientific_journal-11730	105	49	stmicro	stmicro	ADJ
american_scientific_journal-11730	105	50	autooptimization	autooptimization	NOUN
american_scientific_journal-11730	105	51	for	for	ADP
american_scientific_journal-11730	105	52	mcus	mcus	PROPN
american_scientific_journal-11730	105	53	high	high	ADJ
american_scientific_journal-11730	105	54	(	(	PUNCT
american_scientific_journal-11730	105	55	ui	ui	PROPN
american_scientific_journal-11730	105	56	based	base	VERB
american_scientific_journal-11730	105	57	)	)	PUNCT
american_scientific_journal-11730	105	58	iot	iot	PROPN
american_scientific_journal-11730	105	59	developers	developer	NOUN
american_scientific_journal-11730	105	60	,	,	PUNCT
american_scientific_journal-11730	105	61	beginners	beginner	NOUN
american_scientific_journal-11730	105	62	partially	partially	ADV
american_scientific_journal-11730	105	63	onnx	onnx	PROPN
american_scientific_journal-11730	105	64	runtime	runtime	NOUN
american_scientific_journal-11730	105	65	crossplatform	crossplatform	NOUN
american_scientific_journal-11730	105	66	quantization	quantization	NOUN
american_scientific_journal-11730	105	67	,	,	PUNCT
american_scientific_journal-11730	105	68	fusion	fusion	NOUN
american_scientific_journal-11730	105	69	moderate	moderate	ADJ
american_scientific_journal-11730	105	70	engineers	engineer	NOUN
american_scientific_journal-11730	106	1	yes	yes	INTJ
american_scientific_journal-11730	106	2	tvm	tvm	PROPN
american_scientific_journal-11730	106	3	multiple	multiple	ADJ
american_scientific_journal-11730	106	4	(	(	PUNCT
american_scientific_journal-11730	106	5	cpu	cpu	PROPN
american_scientific_journal-11730	106	6	,	,	PUNCT
american_scientific_journal-11730	106	7	gpu	gpu	PROPN
american_scientific_journal-11730	106	8	,	,	PUNCT
american_scientific_journal-11730	106	9	npu	npu	ADJ
american_scientific_journal-11730	106	10	)	)	PUNCT
american_scientific_journal-11730	106	11	auto	auto	NOUN
american_scientific_journal-11730	106	12	-	-	PUNCT
american_scientific_journal-11730	106	13	tuning	tuning	NOUN
american_scientific_journal-11730	106	14	,	,	PUNCT
american_scientific_journal-11730	106	15	quantization	quantization	NOUN
american_scientific_journal-11730	106	16	low	low	ADJ
american_scientific_journal-11730	106	17	(	(	PUNCT
american_scientific_journal-11730	106	18	code	code	NOUN
american_scientific_journal-11730	106	19	heavy	heavy	ADJ
american_scientific_journal-11730	106	20	)	)	PUNCT
american_scientific_journal-11730	106	21	researchers	researcher	NOUN
american_scientific_journal-11730	106	22	,	,	PUNCT
american_scientific_journal-11730	106	23	advanced	advanced	ADJ
american_scientific_journal-11730	106	24	developers	developer	NOUN
american_scientific_journal-11730	106	25	yes	yes	INTJ
american_scientific_journal-11730	106	26	iv	iv	NOUN
american_scientific_journal-11730	106	27	.	.	PUNCT
american_scientific_journal-11730	106	28	applications	application	NOUN
american_scientific_journal-11730	106	29	in	in	ADP
american_scientific_journal-11730	106	30	critical	critical	ADJ
american_scientific_journal-11730	106	31	sectors	sector	NOUN
american_scientific_journal-11730	106	32	edge	edge	VERB
american_scientific_journal-11730	106	33	ai	ai	VERB
american_scientific_journal-11730	106	34	and	and	CCONJ
american_scientific_journal-11730	106	35	on	on	ADP
american_scientific_journal-11730	106	36	-	-	PUNCT
american_scientific_journal-11730	106	37	device	device	NOUN
american_scientific_journal-11730	106	38	machine	machine	NOUN
american_scientific_journal-11730	106	39	learning	learning	NOUN
american_scientific_journal-11730	106	40	are	be	AUX
american_scientific_journal-11730	106	41	completely	completely	ADV
american_scientific_journal-11730	106	42	transforming	transform	VERB
american_scientific_journal-11730	106	43	how	how	SCONJ
american_scientific_journal-11730	106	44	essential	essential	ADJ
american_scientific_journal-11730	106	45	industries	industry	NOUN
american_scientific_journal-11730	106	46	operate	operate	VERB
american_scientific_journal-11730	106	47	by	by	ADP
american_scientific_journal-11730	106	48	allowing	allow	VERB
american_scientific_journal-11730	106	49	for	for	ADP
american_scientific_journal-11730	106	50	fast	fast	ADJ
american_scientific_journal-11730	106	51	and	and	CCONJ
american_scientific_journal-11730	106	52	secure	secure	ADJ
american_scientific_journal-11730	106	53	processing	processing	NOUN
american_scientific_journal-11730	106	54	of	of	ADP
american_scientific_journal-11730	106	55	data	datum	NOUN
american_scientific_journal-11730	106	56	near	near	ADP
american_scientific_journal-11730	106	57	or	or	CCONJ
american_scientific_journal-11730	106	58	at	at	ADP
american_scientific_journal-11730	106	59	its	its	PRON
american_scientific_journal-11730	106	60	source	source	NOUN
american_scientific_journal-11730	106	61	.	.	PUNCT
american_scientific_journal-11730	107	1	edge	edge	NOUN
american_scientific_journal-11730	107	2	ai	ai	AUX
american_scientific_journal-11730	107	3	enables	enable	VERB
american_scientific_journal-11730	107	4	real	real	ADJ
american_scientific_journal-11730	107	5	-	-	PUNCT
american_scientific_journal-11730	107	6	time	time	NOUN
american_scientific_journal-11730	107	7	decision	decision	NOUN
american_scientific_journal-11730	107	8	-	-	PUNCT
american_scientific_journal-11730	107	9	making	making	NOUN
american_scientific_journal-11730	107	10	at	at	ADP
american_scientific_journal-11730	107	11	the	the	DET
american_scientific_journal-11730	107	12	data	data	NOUN
american_scientific_journal-11730	107	13	origin	origin	NOUN
american_scientific_journal-11730	107	14	thanks	thank	NOUN
american_scientific_journal-11730	107	15	to	to	ADP
american_scientific_journal-11730	107	16	its	its	PRON
american_scientific_journal-11730	107	17	ability	ability	NOUN
american_scientific_journal-11730	107	18	to	to	PART
american_scientific_journal-11730	107	19	process	process	VERB
american_scientific_journal-11730	107	20	information	information	NOUN
american_scientific_journal-11730	107	21	immediately	immediately	ADV
american_scientific_journal-11730	107	22	without	without	ADP
american_scientific_journal-11730	107	23	dependent	dependent	ADJ
american_scientific_journal-11730	107	24	on	on	ADP
american_scientific_journal-11730	107	25	the	the	DET
american_scientific_journal-11730	107	26	cloud	cloud	NOUN
american_scientific_journal-11730	107	27	.	.	PUNCT
american_scientific_journal-11730	108	1	the	the	DET
american_scientific_journal-11730	108	2	following	follow	VERB
american_scientific_journal-11730	108	3	sections	section	NOUN
american_scientific_journal-11730	108	4	discuss	discuss	VERB
american_scientific_journal-11730	108	5	the	the	DET
american_scientific_journal-11730	108	6	vital	vital	ADJ
american_scientific_journal-11730	108	7	industries	industry	NOUN
american_scientific_journal-11730	108	8	that	that	PRON
american_scientific_journal-11730	108	9	are	be	AUX
american_scientific_journal-11730	108	10	seeing	see	VERB
american_scientific_journal-11730	108	11	major	major	ADJ
american_scientific_journal-11730	108	12	improvements	improvement	NOUN
american_scientific_journal-11730	108	13	through	through	ADP
american_scientific_journal-11730	108	14	the	the	DET
american_scientific_journal-11730	108	15	application	application	NOUN
american_scientific_journal-11730	108	16	of	of	ADP
american_scientific_journal-11730	108	17	edge	edge	NOUN
american_scientific_journal-11730	108	18	ai	ai	VERB
american_scientific_journal-11730	109	1	[	[	X
american_scientific_journal-11730	109	2	6	6	NUM
american_scientific_journal-11730	109	3	]	]	PUNCT
american_scientific_journal-11730	109	4	.	.	PUNCT
american_scientific_journal-11730	110	1	healthcare	healthcare	PROPN
american_scientific_journal-11730	110	2	,	,	PUNCT
american_scientific_journal-11730	110	3	self	self	NOUN
american_scientific_journal-11730	110	4	-	-	PUNCT
american_scientific_journal-11730	110	5	driving	drive	VERB
american_scientific_journal-11730	110	6	cars	car	NOUN
american_scientific_journal-11730	110	7	,	,	PUNCT
american_scientific_journal-11730	110	8	connected	connected	ADJ
american_scientific_journal-11730	110	9	homes	home	NOUN
american_scientific_journal-11730	110	10	and	and	CCONJ
american_scientific_journal-11730	110	11	the	the	DET
american_scientific_journal-11730	110	12	internet	internet	NOUN
american_scientific_journal-11730	110	13	of	of	ADP
american_scientific_journal-11730	110	14	things	thing	NOUN
american_scientific_journal-11730	110	15	,	,	PUNCT
american_scientific_journal-11730	110	16	industrial	industrial	ADJ
american_scientific_journal-11730	110	17	applications	application	NOUN
american_scientific_journal-11730	110	18	,	,	PUNCT
american_scientific_journal-11730	110	19	defense	defense	NOUN
american_scientific_journal-11730	110	20	and	and	CCONJ
american_scientific_journal-11730	110	21	safety	safety	NOUN
american_scientific_journal-11730	110	22	,	,	PUNCT
american_scientific_journal-11730	110	23	agriculture	agriculture	NOUN
american_scientific_journal-11730	110	24	and	and	CCONJ
american_scientific_journal-11730	110	25	transportation	transportation	NOUN
american_scientific_journal-11730	110	26	logistics	logistic	NOUN
american_scientific_journal-11730	110	27	.	.	PUNCT
american_scientific_journal-11730	111	1	edge	edge	NOUN
american_scientific_journal-11730	111	2	ai	ai	AUX
american_scientific_journal-11730	111	3	is	be	AUX
american_scientific_journal-11730	111	4	changing	change	VERB
american_scientific_journal-11730	111	5	the	the	DET
american_scientific_journal-11730	111	6	way	way	NOUN
american_scientific_journal-11730	111	7	healthcare	healthcare	NOUN
american_scientific_journal-11730	111	8	is	be	AUX
american_scientific_journal-11730	111	9	delivered	deliver	VERB
american_scientific_journal-11730	111	10	in	in	ADP
american_scientific_journal-11730	111	11	many	many	ADJ
american_scientific_journal-11730	111	12	ways	way	NOUN
american_scientific_journal-11730	111	13	.	.	PUNCT
american_scientific_journal-11730	112	1	wearable	wearable	ADJ
american_scientific_journal-11730	112	2	devices	device	NOUN
american_scientific_journal-11730	112	3	now	now	ADV
american_scientific_journal-11730	112	4	use	use	VERB
american_scientific_journal-11730	112	5	on	on	ADP
american_scientific_journal-11730	112	6	-	-	PUNCT
american_scientific_journal-11730	112	7	device	device	NOUN
american_scientific_journal-11730	112	8	ml	ml	NOUN
american_scientific_journal-11730	112	9	to	to	PART
american_scientific_journal-11730	112	10	regularly	regularly	ADV
american_scientific_journal-11730	112	11	observe	observe	VERB
american_scientific_journal-11730	112	12	people	people	NOUN
american_scientific_journal-11730	112	13	’s	’s	PART
american_scientific_journal-11730	112	14	physiological	physiological	ADJ
american_scientific_journal-11730	112	15	signals	signal	NOUN
american_scientific_journal-11730	112	16	,	,	PUNCT
american_scientific_journal-11730	112	17	such	such	ADJ
american_scientific_journal-11730	112	18	as	as	ADP
american_scientific_journal-11730	112	19	heart	heart	NOUN
american_scientific_journal-11730	112	20	rate	rate	NOUN
american_scientific_journal-11730	112	21	,	,	PUNCT
american_scientific_journal-11730	112	22	oxygen	oxygen	NOUN
american_scientific_journal-11730	112	23	levels	level	NOUN
american_scientific_journal-11730	112	24	,	,	PUNCT
american_scientific_journal-11730	112	25	blood	blood	NOUN
american_scientific_journal-11730	112	26	pressure	pressure	NOUN
american_scientific_journal-11730	112	27	and	and	CCONJ
american_scientific_journal-11730	112	28	blood	blood	NOUN
american_scientific_journal-11730	112	29	sugar	sugar	NOUN
american_scientific_journal-11730	112	30	.	.	PUNCT
american_scientific_journal-11730	113	1	the	the	DET
american_scientific_journal-11730	113	2	wearable	wearable	ADJ
american_scientific_journal-11730	113	3	technologies	technology	NOUN
american_scientific_journal-11730	113	4	can	can	AUX
american_scientific_journal-11730	113	5	instantly	instantly	ADV
american_scientific_journal-11730	113	6	detect	detect	VERB
american_scientific_journal-11730	113	7	conditions	condition	NOUN
american_scientific_journal-11730	113	8	like	like	ADP
american_scientific_journal-11730	113	9	arrhythmias	arrhythmia	NOUN
american_scientific_journal-11730	113	10	or	or	CCONJ
american_scientific_journal-11730	113	11	apnea	apnea	NOUN
american_scientific_journal-11730	113	12	and	and	CCONJ
american_scientific_journal-11730	113	13	alert	alert	VERB
american_scientific_journal-11730	113	14	users	user	NOUN
american_scientific_journal-11730	113	15	or	or	CCONJ
american_scientific_journal-11730	113	16	healthcare	healthcare	NOUN
american_scientific_journal-11730	113	17	teams	team	NOUN
american_scientific_journal-11730	113	18	at	at	ADP
american_scientific_journal-11730	113	19	once	once	ADV
american_scientific_journal-11730	113	20	.	.	PUNCT
american_scientific_journal-11730	114	1	smartwatches	smartwatche	NOUN
american_scientific_journal-11730	114	2	employing	employ	VERB
american_scientific_journal-11730	114	3	ml	ml	NOUN
american_scientific_journal-11730	114	4	models	model	NOUN
american_scientific_journal-11730	114	5	are	be	AUX
american_scientific_journal-11730	114	6	capable	capable	ADJ
american_scientific_journal-11730	114	7	of	of	ADP
american_scientific_journal-11730	114	8	identifying	identify	VERB
american_scientific_journal-11730	114	9	potential	potential	ADJ
american_scientific_journal-11730	114	10	atrial	atrial	ADJ
american_scientific_journal-11730	114	11	fibrillation	fibrillation	NOUN
american_scientific_journal-11730	114	12	episodes	episode	NOUN
american_scientific_journal-11730	114	13	using	use	VERB
american_scientific_journal-11730	114	14	information	information	NOUN
american_scientific_journal-11730	114	15	from	from	ADP
american_scientific_journal-11730	114	16	historical	historical	ADJ
american_scientific_journal-11730	114	17	and	and	CCONJ
american_scientific_journal-11730	114	18	current	current	ADJ
american_scientific_journal-11730	114	19	ecg	ecg	PROPN
american_scientific_journal-11730	114	20	tracings	tracing	NOUN
american_scientific_journal-11730	114	21	.	.	PUNCT
american_scientific_journal-11730	115	1	portable	portable	ADJ
american_scientific_journal-11730	115	2	ultrasound	ultrasound	NOUN
american_scientific_journal-11730	115	3	machines	machine	NOUN
american_scientific_journal-11730	115	4	and	and	CCONJ
american_scientific_journal-11730	115	5	other	other	ADJ
american_scientific_journal-11730	115	6	diagnostic	diagnostic	ADJ
american_scientific_journal-11730	115	7	devices	device	NOUN
american_scientific_journal-11730	115	8	employing	employ	VERB
american_scientific_journal-11730	115	9	edge	edge	NOUN
american_scientific_journal-11730	115	10	ai	ai	AUX
american_scientific_journal-11730	115	11	make	make	VERB
american_scientific_journal-11730	115	12	it	it	PRON
american_scientific_journal-11730	115	13	possible	possible	ADJ
american_scientific_journal-11730	115	14	to	to	PART
american_scientific_journal-11730	115	15	perform	perform	VERB
american_scientific_journal-11730	115	16	medical	medical	ADJ
american_scientific_journal-11730	115	17	tests	test	NOUN
american_scientific_journal-11730	115	18	and	and	CCONJ
american_scientific_journal-11730	115	19	make	make	VERB
american_scientific_journal-11730	115	20	diagnoses	diagnosis	NOUN
american_scientific_journal-11730	115	21	in	in	ADP
american_scientific_journal-11730	115	22	under	under	ADV
american_scientific_journal-11730	115	23	-	-	PUNCT
american_scientific_journal-11730	115	24	resourced	resource	VERB
american_scientific_journal-11730	115	25	locations	location	NOUN
american_scientific_journal-11730	115	26	without	without	ADP
american_scientific_journal-11730	115	27	dependence	dependence	NOUN
american_scientific_journal-11730	115	28	on	on	ADP
american_scientific_journal-11730	115	29	the	the	DET
american_scientific_journal-11730	115	30	internet	internet	NOUN
american_scientific_journal-11730	115	31	or	or	CCONJ
american_scientific_journal-11730	115	32	centralized	centralized	ADJ
american_scientific_journal-11730	115	33	servers	server	NOUN
american_scientific_journal-11730	115	34	.	.	PUNCT
american_scientific_journal-11730	116	1	to	to	PART
american_scientific_journal-11730	116	2	adhere	adhere	VERB
american_scientific_journal-11730	116	3	to	to	ADP
american_scientific_journal-11730	116	4	regulations	regulation	NOUN
american_scientific_journal-11730	116	5	such	such	ADJ
american_scientific_journal-11730	116	6	as	as	ADP
american_scientific_journal-11730	116	7	hipaa	hipaa	NOUN
american_scientific_journal-11730	116	8	and	and	CCONJ
american_scientific_journal-11730	116	9	gdpr	gdpr	NOUN
american_scientific_journal-11730	116	10	,	,	PUNCT
american_scientific_journal-11730	116	11	inference	inference	NOUN
american_scientific_journal-11730	116	12	must	must	AUX
american_scientific_journal-11730	116	13	occur	occur	VERB
american_scientific_journal-11730	116	14	locally	locally	ADV
american_scientific_journal-11730	116	15	on	on	ADP
american_scientific_journal-11730	116	16	the	the	DET
american_scientific_journal-11730	116	17	device	device	NOUN
american_scientific_journal-11730	116	18	where	where	SCONJ
american_scientific_journal-11730	116	19	patients	patient	NOUN
american_scientific_journal-11730	116	20	’	'	PUNCT
american_scientific_journal-11730	116	21	data	datum	NOUN
american_scientific_journal-11730	116	22	is	be	AUX
american_scientific_journal-11730	116	23	being	be	AUX
american_scientific_journal-11730	116	24	collected	collect	VERB
american_scientific_journal-11730	116	25	[	[	PUNCT
american_scientific_journal-11730	116	26	9	9	NUM
american_scientific_journal-11730	116	27	]	]	PUNCT
american_scientific_journal-11730	116	28	.	.	PUNCT
american_scientific_journal-11730	117	1	edge	edge	NOUN
american_scientific_journal-11730	117	2	-	-	PUNCT
american_scientific_journal-11730	117	3	based	base	VERB
american_scientific_journal-11730	117	4	ml	ml	NOUN
american_scientific_journal-11730	117	5	models	model	NOUN
american_scientific_journal-11730	117	6	improve	improve	VERB
american_scientific_journal-11730	117	7	ventilator	ventilator	NOUN
american_scientific_journal-11730	117	8	management	management	NOUN
american_scientific_journal-11730	117	9	and	and	CCONJ
american_scientific_journal-11730	117	10	predict	predict	VERB
american_scientific_journal-11730	117	11	patient	patient	ADJ
american_scientific_journal-11730	117	12	decline	decline	NOUN
american_scientific_journal-11730	117	13	by	by	ADP
american_scientific_journal-11730	117	14	processing	process	VERB
american_scientific_journal-11730	117	15	real	real	ADJ
american_scientific_journal-11730	117	16	-	-	PUNCT
american_scientific_journal-11730	117	17	time	time	NOUN
american_scientific_journal-11730	117	18	vital	vital	ADJ
american_scientific_journal-11730	117	19	signs	sign	NOUN
american_scientific_journal-11730	117	20	and	and	CCONJ
american_scientific_journal-11730	117	21	other	other	ADJ
american_scientific_journal-11730	117	22	bio	bio	NOUN
american_scientific_journal-11730	117	23	-	-	PUNCT
american_scientific_journal-11730	117	24	signals	signal	NOUN
american_scientific_journal-11730	117	25	.	.	PUNCT
american_scientific_journal-11730	118	1	american	american	ADJ
american_scientific_journal-11730	118	2	academic	academic	ADJ
american_scientific_journal-11730	118	3	scientific	scientific	ADJ
american_scientific_journal-11730	118	4	research	research	NOUN
american_scientific_journal-11730	118	5	journal	journal	NOUN
american_scientific_journal-11730	118	6	for	for	ADP
american_scientific_journal-11730	118	7	engineering	engineering	NOUN
american_scientific_journal-11730	118	8	,	,	PUNCT
american_scientific_journal-11730	118	9	technology	technology	NOUN
american_scientific_journal-11730	118	10	,	,	PUNCT
american_scientific_journal-11730	118	11	and	and	CCONJ
american_scientific_journal-11730	118	12	sciences	science	NOUN
american_scientific_journal-11730	118	13	(	(	PUNCT
american_scientific_journal-11730	118	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	118	15	)	)	PUNCT
american_scientific_journal-11730	118	16	volume	volume	NOUN
american_scientific_journal-11730	118	17	102	102	NUM
american_scientific_journal-11730	118	18	,	,	PUNCT
american_scientific_journal-11730	118	19	no	no	DET
american_scientific_journal-11730	118	20	1	1	NUM
american_scientific_journal-11730	118	21	,	,	PUNCT
american_scientific_journal-11730	118	22	pp	pp	ADV
american_scientific_journal-11730	118	23	227	227	NUM
american_scientific_journal-11730	118	24	-	-	SYM
american_scientific_journal-11730	118	25	248	248	NUM
american_scientific_journal-11730	118	26	233	233	NUM
american_scientific_journal-11730	118	27	edge	edge	NOUN
american_scientific_journal-11730	118	28	ai	ai	AUX
american_scientific_journal-11730	118	29	plays	play	VERB
american_scientific_journal-11730	118	30	a	a	DET
american_scientific_journal-11730	118	31	crucial	crucial	ADJ
american_scientific_journal-11730	118	32	role	role	NOUN
american_scientific_journal-11730	118	33	in	in	ADP
american_scientific_journal-11730	118	34	ensuring	ensure	VERB
american_scientific_journal-11730	118	35	the	the	DET
american_scientific_journal-11730	118	36	safety	safety	NOUN
american_scientific_journal-11730	118	37	and	and	CCONJ
american_scientific_journal-11730	118	38	driving	drive	VERB
american_scientific_journal-11730	118	39	capabilities	capability	NOUN
american_scientific_journal-11730	118	40	of	of	ADP
american_scientific_journal-11730	118	41	autonomous	autonomous	ADJ
american_scientific_journal-11730	118	42	vehicles	vehicle	NOUN
american_scientific_journal-11730	118	43	.	.	PUNCT
american_scientific_journal-11730	119	1	autonomous	autonomous	ADJ
american_scientific_journal-11730	119	2	vehicles	vehicle	NOUN
american_scientific_journal-11730	119	3	rely	rely	VERB
american_scientific_journal-11730	119	4	on	on	ADP
american_scientific_journal-11730	119	5	continuous	continuous	ADJ
american_scientific_journal-11730	119	6	analysis	analysis	NOUN
american_scientific_journal-11730	119	7	of	of	ADP
american_scientific_journal-11730	119	8	input	input	NOUN
american_scientific_journal-11730	119	9	from	from	ADP
american_scientific_journal-11730	119	10	cameras	camera	NOUN
american_scientific_journal-11730	119	11	,	,	PUNCT
american_scientific_journal-11730	119	12	lidar	lidar	NOUN
american_scientific_journal-11730	119	13	and	and	CCONJ
american_scientific_journal-11730	119	14	radar	radar	NOUN
american_scientific_journal-11730	119	15	to	to	PART
american_scientific_journal-11730	119	16	deliver	deliver	VERB
american_scientific_journal-11730	119	17	real	real	ADJ
american_scientific_journal-11730	119	18	-	-	PUNCT
american_scientific_journal-11730	119	19	time	time	NOUN
american_scientific_journal-11730	119	20	commands	command	NOUN
american_scientific_journal-11730	119	21	for	for	ADP
american_scientific_journal-11730	119	22	safe	safe	ADJ
american_scientific_journal-11730	119	23	operation	operation	NOUN
american_scientific_journal-11730	119	24	.	.	PUNCT
american_scientific_journal-11730	120	1	leveraging	leverage	VERB
american_scientific_journal-11730	120	2	the	the	DET
american_scientific_journal-11730	120	3	cloud	cloud	NOUN
american_scientific_journal-11730	120	4	introduces	introduce	VERB
american_scientific_journal-11730	120	5	unacceptable	unacceptable	ADJ
american_scientific_journal-11730	120	6	delays	delay	NOUN
american_scientific_journal-11730	120	7	,	,	PUNCT
american_scientific_journal-11730	120	8	so	so	SCONJ
american_scientific_journal-11730	120	9	edge	edge	NOUN
american_scientific_journal-11730	120	10	computation	computation	NOUN
american_scientific_journal-11730	120	11	becomes	become	VERB
american_scientific_journal-11730	120	12	vital	vital	ADJ
american_scientific_journal-11730	120	13	.	.	PUNCT
american_scientific_journal-11730	121	1	edge	edge	NOUN
american_scientific_journal-11730	121	2	ai	ai	AUX
american_scientific_journal-11730	121	3	runs	run	VERB
american_scientific_journal-11730	121	4	real	real	ADJ
american_scientific_journal-11730	121	5	-	-	PUNCT
american_scientific_journal-11730	121	6	time	time	NOUN
american_scientific_journal-11730	121	7	processing	processing	NOUN
american_scientific_journal-11730	121	8	duties	duty	NOUN
american_scientific_journal-11730	121	9	such	such	ADJ
american_scientific_journal-11730	121	10	as	as	ADP
american_scientific_journal-11730	121	11	object	object	NOUN
american_scientific_journal-11730	121	12	detection	detection	NOUN
american_scientific_journal-11730	121	13	,	,	PUNCT
american_scientific_journal-11730	121	14	lane	lane	NOUN
american_scientific_journal-11730	121	15	following	following	NOUN
american_scientific_journal-11730	121	16	,	,	PUNCT
american_scientific_journal-11730	121	17	pedestrian	pedestrian	NOUN
american_scientific_journal-11730	121	18	recognition	recognition	NOUN
american_scientific_journal-11730	121	19	,	,	PUNCT
american_scientific_journal-11730	121	20	and	and	CCONJ
american_scientific_journal-11730	121	21	obstacle	obstacle	VERB
american_scientific_journal-11730	121	22	anticipation	anticipation	NOUN
american_scientific_journal-11730	121	23	on	on	ADP
american_scientific_journal-11730	121	24	the	the	DET
american_scientific_journal-11730	121	25	car	car	NOUN
american_scientific_journal-11730	121	26	’s	’s	PART
american_scientific_journal-11730	121	27	internal	internal	ADJ
american_scientific_journal-11730	121	28	components	component	NOUN
american_scientific_journal-11730	121	29	.	.	PUNCT
american_scientific_journal-11730	122	1	the	the	DET
american_scientific_journal-11730	122	2	built	build	VERB
american_scientific_journal-11730	122	3	-	-	PUNCT
american_scientific_journal-11730	122	4	in	in	ADP
american_scientific_journal-11730	122	5	deep	deep	ADJ
american_scientific_journal-11730	122	6	learning	learning	NOUN
american_scientific_journal-11730	122	7	hardware	hardware	NOUN
american_scientific_journal-11730	122	8	of	of	ADP
american_scientific_journal-11730	122	9	tesla	tesla	PROPN
american_scientific_journal-11730	122	10	’s	’s	PART
american_scientific_journal-11730	122	11	full	full	ADJ
american_scientific_journal-11730	122	12	self	self	NOUN
american_scientific_journal-11730	122	13	-	-	PUNCT
american_scientific_journal-11730	122	14	driving	drive	VERB
american_scientific_journal-11730	122	15	(	(	PUNCT
american_scientific_journal-11730	122	16	fsd	fsd	NOUN
american_scientific_journal-11730	122	17	)	)	PUNCT
american_scientific_journal-11730	122	18	system	system	NOUN
american_scientific_journal-11730	122	19	can	can	AUX
american_scientific_journal-11730	122	20	perform	perform	VERB
american_scientific_journal-11730	122	21	millions	million	NOUN
american_scientific_journal-11730	122	22	of	of	ADP
american_scientific_journal-11730	122	23	calculations	calculation	NOUN
american_scientific_journal-11730	122	24	simultaneously	simultaneously	ADV
american_scientific_journal-11730	122	25	and	and	CCONJ
american_scientific_journal-11730	122	26	respond	respond	VERB
american_scientific_journal-11730	122	27	in	in	ADP
american_scientific_journal-11730	122	28	seconds	second	NOUN
american_scientific_journal-11730	122	29	.	.	PUNCT
american_scientific_journal-11730	123	1	mobileye	mobileye	NOUN
american_scientific_journal-11730	123	2	is	be	AUX
american_scientific_journal-11730	123	3	another	another	DET
american_scientific_journal-11730	123	4	example	example	NOUN
american_scientific_journal-11730	123	5	of	of	ADP
american_scientific_journal-11730	123	6	how	how	SCONJ
american_scientific_journal-11730	123	7	edge	edge	NOUN
american_scientific_journal-11730	123	8	ai	ai	VERB
american_scientific_journal-11730	123	9	technologies	technology	NOUN
american_scientific_journal-11730	123	10	can	can	AUX
american_scientific_journal-11730	123	11	generate	generate	VERB
american_scientific_journal-11730	123	12	maps	map	NOUN
american_scientific_journal-11730	123	13	on	on	ADP
american_scientific_journal-11730	123	14	the	the	DET
american_scientific_journal-11730	123	15	fly	fly	NOUN
american_scientific_journal-11730	123	16	and	and	CCONJ
american_scientific_journal-11730	123	17	plan	plan	VERB
american_scientific_journal-11730	123	18	optimal	optimal	ADJ
american_scientific_journal-11730	123	19	routes	route	NOUN
american_scientific_journal-11730	123	20	making	make	VERB
american_scientific_journal-11730	123	21	this	this	PRON
american_scientific_journal-11730	123	22	possible	possible	ADJ
american_scientific_journal-11730	123	23	with	with	ADP
american_scientific_journal-11730	123	24	just	just	ADV
american_scientific_journal-11730	123	25	computer	computer	NOUN
american_scientific_journal-11730	123	26	vision	vision	NOUN
american_scientific_journal-11730	123	27	techniques	technique	NOUN
american_scientific_journal-11730	123	28	[	[	X
american_scientific_journal-11730	123	29	6	6	NUM
american_scientific_journal-11730	123	30	]	]	PUNCT
american_scientific_journal-11730	123	31	.	.	PUNCT
american_scientific_journal-11730	124	1	additionally	additionally	ADV
american_scientific_journal-11730	124	2	,	,	PUNCT
american_scientific_journal-11730	124	3	edge	edge	NOUN
american_scientific_journal-11730	124	4	ai	ai	AUX
american_scientific_journal-11730	124	5	enables	enable	VERB
american_scientific_journal-11730	124	6	continuous	continuous	ADJ
american_scientific_journal-11730	124	7	learnings	learning	NOUN
american_scientific_journal-11730	124	8	and	and	CCONJ
american_scientific_journal-11730	124	9	updates	update	NOUN
american_scientific_journal-11730	124	10	to	to	ADP
american_scientific_journal-11730	124	11	driving	driving	NOUN
american_scientific_journal-11730	124	12	models	model	NOUN
american_scientific_journal-11730	124	13	based	base	VERB
american_scientific_journal-11730	124	14	on	on	ADP
american_scientific_journal-11730	124	15	actual	actual	ADJ
american_scientific_journal-11730	124	16	driving	driving	NOUN
american_scientific_journal-11730	124	17	experiences	experience	NOUN
american_scientific_journal-11730	124	18	,	,	PUNCT
american_scientific_journal-11730	124	19	making	make	VERB
american_scientific_journal-11730	124	20	vehicles	vehicle	NOUN
american_scientific_journal-11730	124	21	smarter	smart	ADJ
american_scientific_journal-11730	124	22	as	as	SCONJ
american_scientific_journal-11730	124	23	they	they	PRON
american_scientific_journal-11730	124	24	go	go	VERB
american_scientific_journal-11730	124	25	.	.	PUNCT
american_scientific_journal-11730	125	1	edge	edge	NOUN
american_scientific_journal-11730	125	2	analytics	analytic	NOUN
american_scientific_journal-11730	125	3	allow	allow	VERB
american_scientific_journal-11730	125	4	automotive	automotive	ADJ
american_scientific_journal-11730	125	5	parts	part	NOUN
american_scientific_journal-11730	125	6	to	to	PART
american_scientific_journal-11730	125	7	monitor	monitor	VERB
american_scientific_journal-11730	125	8	and	and	CCONJ
american_scientific_journal-11730	125	9	maintain	maintain	VERB
american_scientific_journal-11730	125	10	their	their	PRON
american_scientific_journal-11730	125	11	own	own	ADJ
american_scientific_journal-11730	125	12	condition	condition	NOUN
american_scientific_journal-11730	125	13	independently	independently	ADV
american_scientific_journal-11730	125	14	of	of	ADP
american_scientific_journal-11730	125	15	visiting	visit	VERB
american_scientific_journal-11730	125	16	a	a	DET
american_scientific_journal-11730	125	17	repair	repair	NOUN
american_scientific_journal-11730	125	18	shop	shop	NOUN
american_scientific_journal-11730	125	19	.	.	PUNCT
american_scientific_journal-11730	126	1	smart	smart	ADJ
american_scientific_journal-11730	126	2	homes	home	NOUN
american_scientific_journal-11730	126	3	and	and	CCONJ
american_scientific_journal-11730	126	4	iot	iot	ADJ
american_scientific_journal-11730	126	5	environments	environment	NOUN
american_scientific_journal-11730	126	6	thrive	thrive	VERB
american_scientific_journal-11730	126	7	on	on	ADP
american_scientific_journal-11730	126	8	edge	edge	NOUN
american_scientific_journal-11730	126	9	ai	ai	VERB
american_scientific_journal-11730	126	10	capabilities	capability	NOUN
american_scientific_journal-11730	126	11	.	.	PUNCT
american_scientific_journal-11730	127	1	such	such	ADJ
american_scientific_journal-11730	127	2	devices	device	NOUN
american_scientific_journal-11730	127	3	like	like	ADP
american_scientific_journal-11730	127	4	smart	smart	ADJ
american_scientific_journal-11730	127	5	thermostats	thermostat	NOUN
american_scientific_journal-11730	127	6	,	,	PUNCT
american_scientific_journal-11730	127	7	voice	voice	NOUN
american_scientific_journal-11730	127	8	assistants	assistant	NOUN
american_scientific_journal-11730	127	9	,	,	PUNCT
american_scientific_journal-11730	127	10	surveillance	surveillance	NOUN
american_scientific_journal-11730	127	11	cameras	camera	NOUN
american_scientific_journal-11730	127	12	,	,	PUNCT
american_scientific_journal-11730	127	13	and	and	CCONJ
american_scientific_journal-11730	127	14	household	household	NOUN
american_scientific_journal-11730	127	15	robots	robot	NOUN
american_scientific_journal-11730	127	16	apply	apply	VERB
american_scientific_journal-11730	127	17	on	on	ADP
american_scientific_journal-11730	127	18	-	-	PUNCT
american_scientific_journal-11730	127	19	device	device	NOUN
american_scientific_journal-11730	127	20	intelligence	intelligence	NOUN
american_scientific_journal-11730	127	21	to	to	PART
american_scientific_journal-11730	127	22	adjust	adjust	VERB
american_scientific_journal-11730	127	23	users	user	NOUN
american_scientific_journal-11730	127	24	'	'	PART
american_scientific_journal-11730	127	25	preferences	preference	NOUN
american_scientific_journal-11730	127	26	,	,	PUNCT
american_scientific_journal-11730	127	27	recognize	recognize	VERB
american_scientific_journal-11730	127	28	anomalies	anomaly	NOUN
american_scientific_journal-11730	127	29	,	,	PUNCT
american_scientific_journal-11730	127	30	and	and	CCONJ
american_scientific_journal-11730	127	31	act	act	VERB
american_scientific_journal-11730	127	32	proactively	proactively	ADV
american_scientific_journal-11730	127	33	.	.	PUNCT
american_scientific_journal-11730	128	1	for	for	ADP
american_scientific_journal-11730	128	2	example	example	NOUN
american_scientific_journal-11730	128	3	,	,	PUNCT
american_scientific_journal-11730	128	4	a	a	DET
american_scientific_journal-11730	128	5	smart	smart	ADJ
american_scientific_journal-11730	128	6	security	security	NOUN
american_scientific_journal-11730	128	7	camera	camera	NOUN
american_scientific_journal-11730	128	8	with	with	ADP
american_scientific_journal-11730	128	9	edge	edge	NOUN
american_scientific_journal-11730	128	10	-	-	PUNCT
american_scientific_journal-11730	128	11	based	base	VERB
american_scientific_journal-11730	128	12	object	object	NOUN
american_scientific_journal-11730	128	13	recognition	recognition	NOUN
american_scientific_journal-11730	128	14	can	can	AUX
american_scientific_journal-11730	128	15	identify	identify	VERB
american_scientific_journal-11730	128	16	if	if	SCONJ
american_scientific_journal-11730	128	17	humans	human	NOUN
american_scientific_journal-11730	128	18	,	,	PUNCT
american_scientific_journal-11730	128	19	animals	animal	NOUN
american_scientific_journal-11730	128	20	,	,	PUNCT
american_scientific_journal-11730	128	21	or	or	CCONJ
american_scientific_journal-11730	128	22	vehicles	vehicle	NOUN
american_scientific_journal-11730	128	23	are	be	AUX
american_scientific_journal-11730	128	24	involved	involve	VERB
american_scientific_journal-11730	128	25	without	without	ADP
american_scientific_journal-11730	128	26	sending	send	VERB
american_scientific_journal-11730	128	27	the	the	DET
american_scientific_journal-11730	128	28	video	video	NOUN
american_scientific_journal-11730	128	29	to	to	ADP
american_scientific_journal-11730	128	30	the	the	DET
american_scientific_journal-11730	128	31	cloud	cloud	NOUN
american_scientific_journal-11730	128	32	and	and	CCONJ
american_scientific_journal-11730	128	33	protecting	protect	VERB
american_scientific_journal-11730	128	34	privacy	privacy	NOUN
american_scientific_journal-11730	128	35	and	and	CCONJ
american_scientific_journal-11730	128	36	bandwidth	bandwidth	ADJ
american_scientific_journal-11730	128	37	.	.	PUNCT
american_scientific_journal-11730	129	1	also	also	ADV
american_scientific_journal-11730	129	2	,	,	PUNCT
american_scientific_journal-11730	129	3	ml	ml	VERB
american_scientific_journal-11730	129	4	-	-	PUNCT
american_scientific_journal-11730	129	5	powered	power	VERB
american_scientific_journal-11730	129	6	thermostats	thermostat	NOUN
american_scientific_journal-11730	129	7	learn	learn	VERB
american_scientific_journal-11730	129	8	usage	usage	NOUN
american_scientific_journal-11730	129	9	patterns	pattern	NOUN
american_scientific_journal-11730	129	10	and	and	CCONJ
american_scientific_journal-11730	129	11	external	external	ADJ
american_scientific_journal-11730	129	12	weather	weather	NOUN
american_scientific_journal-11730	129	13	patterns	pattern	NOUN
american_scientific_journal-11730	129	14	to	to	PART
american_scientific_journal-11730	129	15	optimize	optimize	VERB
american_scientific_journal-11730	129	16	energy	energy	NOUN
american_scientific_journal-11730	129	17	consumption	consumption	NOUN
american_scientific_journal-11730	129	18	[	[	X
american_scientific_journal-11730	129	19	8	8	NUM
american_scientific_journal-11730	129	20	]	]	PUNCT
american_scientific_journal-11730	129	21	.	.	PUNCT
american_scientific_journal-11730	130	1	in	in	ADP
american_scientific_journal-11730	130	2	the	the	DET
american_scientific_journal-11730	130	3	same	same	ADJ
american_scientific_journal-11730	130	4	way	way	NOUN
american_scientific_journal-11730	130	5	,	,	PUNCT
american_scientific_journal-11730	130	6	when	when	SCONJ
american_scientific_journal-11730	130	7	using	use	VERB
american_scientific_journal-11730	130	8	predictive	predictive	ADJ
american_scientific_journal-11730	130	9	maintenance	maintenance	NOUN
american_scientific_journal-11730	130	10	in	in	ADP
american_scientific_journal-11730	130	11	household	household	NOUN
american_scientific_journal-11730	130	12	appliances	appliance	NOUN
american_scientific_journal-11730	130	13	,	,	PUNCT
american_scientific_journal-11730	130	14	monitoring	monitoring	NOUN
american_scientific_journal-11730	130	15	is	be	AUX
american_scientific_journal-11730	130	16	performed	perform	VERB
american_scientific_journal-11730	130	17	continuously	continuously	ADV
american_scientific_journal-11730	130	18	,	,	PUNCT
american_scientific_journal-11730	130	19	and	and	CCONJ
american_scientific_journal-11730	130	20	local	local	ADJ
american_scientific_journal-11730	130	21	inference	inference	NOUN
american_scientific_journal-11730	130	22	is	be	AUX
american_scientific_journal-11730	130	23	used	use	VERB
american_scientific_journal-11730	130	24	to	to	PART
american_scientific_journal-11730	130	25	notify	notify	VERB
american_scientific_journal-11730	130	26	users	user	NOUN
american_scientific_journal-11730	130	27	about	about	ADP
american_scientific_journal-11730	130	28	possible	possible	ADJ
american_scientific_journal-11730	130	29	failure	failure	NOUN
american_scientific_journal-11730	130	30	before	before	SCONJ
american_scientific_journal-11730	130	31	it	it	PRON
american_scientific_journal-11730	130	32	occurs	occur	VERB
american_scientific_journal-11730	130	33	.	.	PUNCT
american_scientific_journal-11730	131	1	edge	edge	NOUN
american_scientific_journal-11730	131	2	ai	ai	AUX
american_scientific_journal-11730	131	3	contributes	contribute	VERB
american_scientific_journal-11730	131	4	to	to	ADP
american_scientific_journal-11730	131	5	home	home	NOUN
american_scientific_journal-11730	131	6	healthcare	healthcare	NOUN
american_scientific_journal-11730	131	7	through	through	ADP
american_scientific_journal-11730	131	8	bright	bright	ADJ
american_scientific_journal-11730	131	9	pill	pill	NOUN
american_scientific_journal-11730	131	10	dispensers	dispenser	NOUN
american_scientific_journal-11730	131	11	and	and	CCONJ
american_scientific_journal-11730	131	12	fall	fall	VERB
american_scientific_journal-11730	131	13	detection	detection	NOUN
american_scientific_journal-11730	131	14	systems	system	NOUN
american_scientific_journal-11730	131	15	for	for	ADP
american_scientific_journal-11730	131	16	elderly	elderly	ADJ
american_scientific_journal-11730	131	17	individuals	individual	NOUN
american_scientific_journal-11730	131	18	.	.	PUNCT
american_scientific_journal-11730	132	1	industrial	industrial	ADJ
american_scientific_journal-11730	132	2	iot	iot	PROPN
american_scientific_journal-11730	132	3	(	(	PUNCT
american_scientific_journal-11730	132	4	iiot	iiot	NOUN
american_scientific_journal-11730	132	5	)	)	PUNCT
american_scientific_journal-11730	132	6	is	be	AUX
american_scientific_journal-11730	132	7	another	another	DET
american_scientific_journal-11730	132	8	domain	domain	NOUN
american_scientific_journal-11730	132	9	where	where	SCONJ
american_scientific_journal-11730	132	10	edge	edge	NOUN
american_scientific_journal-11730	132	11	ai	ai	AUX
american_scientific_journal-11730	132	12	fosters	foster	VERB
american_scientific_journal-11730	132	13	operational	operational	ADJ
american_scientific_journal-11730	132	14	efficiency	efficiency	NOUN
american_scientific_journal-11730	132	15	.	.	PUNCT
american_scientific_journal-11730	133	1	in	in	ADP
american_scientific_journal-11730	133	2	manufacturing	manufacturing	NOUN
american_scientific_journal-11730	133	3	,	,	PUNCT
american_scientific_journal-11730	133	4	sensors	sensor	NOUN
american_scientific_journal-11730	133	5	are	be	AUX
american_scientific_journal-11730	133	6	mounted	mount	VERB
american_scientific_journal-11730	133	7	with	with	ADP
american_scientific_journal-11730	133	8	production	production	NOUN
american_scientific_journal-11730	133	9	lines	line	NOUN
american_scientific_journal-11730	133	10	monitoring	monitor	VERB
american_scientific_journal-11730	133	11	machine	machine	NOUN
american_scientific_journal-11730	133	12	conditions	condition	NOUN
american_scientific_journal-11730	133	13	,	,	PUNCT
american_scientific_journal-11730	133	14	vibrations	vibration	NOUN
american_scientific_journal-11730	133	15	,	,	PUNCT
american_scientific_journal-11730	133	16	acoustic	acoustic	ADJ
american_scientific_journal-11730	133	17	emission	emission	NOUN
american_scientific_journal-11730	133	18	,	,	PUNCT
american_scientific_journal-11730	133	19	and	and	CCONJ
american_scientific_journal-11730	133	20	temperature	temperature	NOUN
american_scientific_journal-11730	133	21	.	.	PUNCT
american_scientific_journal-11730	134	1	ml	ml	NOUN
american_scientific_journal-11730	134	2	models	model	NOUN
american_scientific_journal-11730	134	3	process	process	VERB
american_scientific_journal-11730	134	4	these	these	DET
american_scientific_journal-11730	134	5	metrics	metric	NOUN
american_scientific_journal-11730	134	6	in	in	ADP
american_scientific_journal-11730	134	7	real	real	ADJ
american_scientific_journal-11730	134	8	-	-	PUNCT
american_scientific_journal-11730	134	9	time	time	NOUN
american_scientific_journal-11730	134	10	to	to	PART
american_scientific_journal-11730	134	11	identify	identify	VERB
american_scientific_journal-11730	134	12	the	the	DET
american_scientific_journal-11730	134	13	indications	indication	NOUN
american_scientific_journal-11730	134	14	of	of	ADP
american_scientific_journal-11730	134	15	equipment	equipment	NOUN
american_scientific_journal-11730	134	16	wear	wear	NOUN
american_scientific_journal-11730	134	17	or	or	CCONJ
american_scientific_journal-11730	134	18	coming	come	VERB
american_scientific_journal-11730	134	19	failure	failure	NOUN
american_scientific_journal-11730	134	20	,	,	PUNCT
american_scientific_journal-11730	134	21	thus	thus	ADV
american_scientific_journal-11730	134	22	allowing	allow	VERB
american_scientific_journal-11730	134	23	timely	timely	ADJ
american_scientific_journal-11730	134	24	maintenance	maintenance	NOUN
american_scientific_journal-11730	134	25	and	and	CCONJ
american_scientific_journal-11730	134	26	minimizing	minimize	VERB
american_scientific_journal-11730	134	27	downtime	downtime	NOUN
american_scientific_journal-11730	134	28	.	.	PUNCT
american_scientific_journal-11730	135	1	on	on	ADP
american_scientific_journal-11730	135	2	-	-	PUNCT
american_scientific_journal-11730	135	3	device	device	NOUN
american_scientific_journal-11730	135	4	processing	processing	NOUN
american_scientific_journal-11730	135	5	eliminates	eliminate	VERB
american_scientific_journal-11730	135	6	the	the	DET
american_scientific_journal-11730	135	7	possibility	possibility	NOUN
american_scientific_journal-11730	135	8	that	that	SCONJ
american_scientific_journal-11730	135	9	operations	operation	NOUN
american_scientific_journal-11730	135	10	will	will	AUX
american_scientific_journal-11730	135	11	be	be	AUX
american_scientific_journal-11730	135	12	interrupted	interrupt	VERB
american_scientific_journal-11730	135	13	by	by	ADP
american_scientific_journal-11730	135	14	connectivity	connectivity	NOUN
american_scientific_journal-11730	135	15	problems	problem	NOUN
american_scientific_journal-11730	135	16	,	,	PUNCT
american_scientific_journal-11730	135	17	which	which	PRON
american_scientific_journal-11730	135	18	is	be	AUX
american_scientific_journal-11730	135	19	essential	essential	ADJ
american_scientific_journal-11730	135	20	in	in	ADP
american_scientific_journal-11730	135	21	factory	factory	NOUN
american_scientific_journal-11730	135	22	settings	setting	NOUN
american_scientific_journal-11730	135	23	.	.	PUNCT
american_scientific_journal-11730	136	1	in	in	ADP
american_scientific_journal-11730	136	2	addition	addition	NOUN
american_scientific_journal-11730	136	3	,	,	PUNCT
american_scientific_journal-11730	136	4	ai	ai	VERB
american_scientific_journal-11730	136	5	at	at	ADP
american_scientific_journal-11730	136	6	the	the	DET
american_scientific_journal-11730	136	7	edge	edge	NOUN
american_scientific_journal-11730	136	8	has	have	AUX
american_scientific_journal-11730	136	9	made	make	VERB
american_scientific_journal-11730	136	10	quality	quality	NOUN
american_scientific_journal-11730	136	11	control	control	NOUN
american_scientific_journal-11730	136	12	possible	possible	ADJ
american_scientific_journal-11730	136	13	by	by	ADP
american_scientific_journal-11730	136	14	utilizing	utilize	VERB
american_scientific_journal-11730	136	15	vision	vision	NOUN
american_scientific_journal-11730	136	16	-	-	PUNCT
american_scientific_journal-11730	136	17	based	base	VERB
american_scientific_journal-11730	136	18	inspection	inspection	NOUN
american_scientific_journal-11730	136	19	systems	system	NOUN
american_scientific_journal-11730	136	20	that	that	PRON
american_scientific_journal-11730	136	21	detect	detect	VERB
american_scientific_journal-11730	136	22	product	product	NOUN
american_scientific_journal-11730	136	23	defects	defect	NOUN
american_scientific_journal-11730	136	24	immediately	immediately	ADV
american_scientific_journal-11730	136	25	[	[	X
american_scientific_journal-11730	136	26	13	13	NUM
american_scientific_journal-11730	136	27	]	]	PUNCT
american_scientific_journal-11730	136	28	.	.	PUNCT
american_scientific_journal-11730	137	1	predictive	predictive	ADJ
american_scientific_journal-11730	137	2	analytics	analytic	NOUN
american_scientific_journal-11730	137	3	at	at	ADP
american_scientific_journal-11730	137	4	the	the	DET
american_scientific_journal-11730	137	5	edge	edge	NOUN
american_scientific_journal-11730	137	6	also	also	ADV
american_scientific_journal-11730	137	7	assists	assist	VERB
american_scientific_journal-11730	137	8	in	in	ADP
american_scientific_journal-11730	137	9	load	load	NOUN
american_scientific_journal-11730	137	10	balancing	balancing	NOUN
american_scientific_journal-11730	137	11	and	and	CCONJ
american_scientific_journal-11730	137	12	realtime	realtime	NOUN
american_scientific_journal-11730	137	13	production	production	NOUN
american_scientific_journal-11730	137	14	scheduling	scheduling	NOUN
american_scientific_journal-11730	137	15	[	[	X
american_scientific_journal-11730	137	16	8	8	NUM
american_scientific_journal-11730	137	17	]	]	PUNCT
american_scientific_journal-11730	137	18	.	.	PUNCT
american_scientific_journal-11730	138	1	digital	digital	ADJ
american_scientific_journal-11730	138	2	twin	twin	PROPN
american_scientific_journal-11730	138	3	systems	system	NOUN
american_scientific_journal-11730	138	4	,	,	PUNCT
american_scientific_journal-11730	138	5	enhanced	enhance	VERB
american_scientific_journal-11730	138	6	by	by	ADP
american_scientific_journal-11730	138	7	edge	edge	NOUN
american_scientific_journal-11730	138	8	ai	ai	VERB
american_scientific_journal-11730	138	9	,	,	PUNCT
american_scientific_journal-11730	138	10	simulate	simulate	VERB
american_scientific_journal-11730	138	11	manufacturing	manufacturing	NOUN
american_scientific_journal-11730	138	12	workflows	workflow	NOUN
american_scientific_journal-11730	138	13	to	to	PART
american_scientific_journal-11730	138	14	optimize	optimize	VERB
american_scientific_journal-11730	138	15	resource	resource	NOUN
american_scientific_journal-11730	138	16	usage	usage	NOUN
american_scientific_journal-11730	138	17	dynamically	dynamically	ADV
american_scientific_journal-11730	138	18	.	.	PUNCT
american_scientific_journal-11730	139	1	edge	edge	NOUN
american_scientific_journal-11730	139	2	ai	ai	VERB
american_scientific_journal-11730	139	3	enhances	enhance	NOUN
american_scientific_journal-11730	139	4	defense	defense	NOUN
american_scientific_journal-11730	139	5	and	and	CCONJ
american_scientific_journal-11730	139	6	security	security	NOUN
american_scientific_journal-11730	139	7	through	through	ADP
american_scientific_journal-11730	139	8	surveillance	surveillance	NOUN
american_scientific_journal-11730	139	9	,	,	PUNCT
american_scientific_journal-11730	139	10	reconnaissance	reconnaissance	NOUN
american_scientific_journal-11730	139	11	,	,	PUNCT
american_scientific_journal-11730	139	12	and	and	CCONJ
american_scientific_journal-11730	139	13	threat	threat	NOUN
american_scientific_journal-11730	139	14	detection	detection	NOUN
american_scientific_journal-11730	139	15	.	.	PUNCT
american_scientific_journal-11730	140	1	unmanned	unmanned	ADJ
american_scientific_journal-11730	140	2	aerial	aerial	ADJ
american_scientific_journal-11730	140	3	vehicles	vehicle	NOUN
american_scientific_journal-11730	140	4	(	(	PUNCT
american_scientific_journal-11730	140	5	uavs	uavs	NOUN
american_scientific_journal-11730	140	6	)	)	PUNCT
american_scientific_journal-11730	140	7	and	and	CCONJ
american_scientific_journal-11730	140	8	remote	remote	ADJ
american_scientific_journal-11730	140	9	sensors	sensor	NOUN
american_scientific_journal-11730	140	10	provided	provide	VERB
american_scientific_journal-11730	140	11	with	with	ADP
american_scientific_journal-11730	140	12	ml	ml	NOUN
american_scientific_journal-11730	140	13	models	model	NOUN
american_scientific_journal-11730	140	14	can	can	AUX
american_scientific_journal-11730	140	15	analyze	analyze	VERB
american_scientific_journal-11730	140	16	imagery	imagery	NOUN
american_scientific_journal-11730	140	17	and	and	CCONJ
american_scientific_journal-11730	140	18	audio	audio	NOUN
american_scientific_journal-11730	140	19	in	in	ADP
american_scientific_journal-11730	140	20	real	real	ADJ
american_scientific_journal-11730	140	21	-	-	PUNCT
american_scientific_journal-11730	140	22	time	time	NOUN
american_scientific_journal-11730	140	23	to	to	PART
american_scientific_journal-11730	140	24	detect	detect	VERB
american_scientific_journal-11730	140	25	objects	object	NOUN
american_scientific_journal-11730	140	26	,	,	PUNCT
american_scientific_journal-11730	140	27	movements	movement	NOUN
american_scientific_journal-11730	140	28	,	,	PUNCT
american_scientific_journal-11730	140	29	or	or	CCONJ
american_scientific_journal-11730	140	30	patterns	pattern	NOUN
american_scientific_journal-11730	140	31	that	that	PRON
american_scientific_journal-11730	140	32	may	may	AUX
american_scientific_journal-11730	140	33	signal	signal	VERB
american_scientific_journal-11730	140	34	a	a	DET
american_scientific_journal-11730	140	35	security	security	NOUN
american_scientific_journal-11730	140	36	threat	threat	NOUN
american_scientific_journal-11730	140	37	.	.	PUNCT
american_scientific_journal-11730	141	1	on	on	ADP
american_scientific_journal-11730	141	2	-	-	PUNCT
american_scientific_journal-11730	141	3	device	device	NOUN
american_scientific_journal-11730	141	4	analytics	analytic	NOUN
american_scientific_journal-11730	141	5	limit	limit	VERB
american_scientific_journal-11730	141	6	the	the	DET
american_scientific_journal-11730	141	7	amount	amount	NOUN
american_scientific_journal-11730	141	8	of	of	ADP
american_scientific_journal-11730	141	9	data	datum	NOUN
american_scientific_journal-11730	141	10	that	that	PRON
american_scientific_journal-11730	141	11	needs	need	VERB
american_scientific_journal-11730	141	12	to	to	PART
american_scientific_journal-11730	141	13	be	be	AUX
american_scientific_journal-11730	141	14	transmitted	transmit	VERB
american_scientific_journal-11730	141	15	via	via	ADP
american_scientific_journal-11730	141	16	high	high	ADJ
american_scientific_journal-11730	141	17	bandwidth	bandwidth	NOUN
american_scientific_journal-11730	141	18	,	,	PUNCT
american_scientific_journal-11730	141	19	which	which	PRON
american_scientific_journal-11730	141	20	is	be	AUX
american_scientific_journal-11730	141	21	usually	usually	ADV
american_scientific_journal-11730	141	22	impossible	impossible	ADJ
american_scientific_journal-11730	141	23	in	in	ADP
american_scientific_journal-11730	141	24	field	field	NOUN
american_scientific_journal-11730	141	25	operations	operation	NOUN
american_scientific_journal-11730	141	26	.	.	PUNCT
american_scientific_journal-11730	142	1	besides	besides	SCONJ
american_scientific_journal-11730	142	2	,	,	PUNCT
american_scientific_journal-11730	142	3	wearing	wear	VERB
american_scientific_journal-11730	142	4	ai	ai	AUX
american_scientific_journal-11730	142	5	systems	system	NOUN
american_scientific_journal-11730	142	6	for	for	ADP
american_scientific_journal-11730	142	7	soldiers	soldier	NOUN
american_scientific_journal-11730	142	8	can	can	AUX
american_scientific_journal-11730	142	9	process	process	VERB
american_scientific_journal-11730	142	10	environmental	environmental	ADJ
american_scientific_journal-11730	142	11	conditions	condition	NOUN
american_scientific_journal-11730	142	12	,	,	PUNCT
american_scientific_journal-11730	142	13	track	track	VERB
american_scientific_journal-11730	142	14	vital	vital	ADJ
american_scientific_journal-11730	142	15	signs	sign	NOUN
american_scientific_journal-11730	142	16	,	,	PUNCT
american_scientific_journal-11730	142	17	and	and	CCONJ
american_scientific_journal-11730	142	18	provide	provide	VERB
american_scientific_journal-11730	142	19	tactical	tactical	ADJ
american_scientific_journal-11730	142	20	adjustments	adjustment	NOUN
american_scientific_journal-11730	142	21	using	use	VERB
american_scientific_journal-11730	142	22	real	real	ADJ
american_scientific_journal-11730	142	23	-	-	PUNCT
american_scientific_journal-11730	142	24	time	time	NOUN
american_scientific_journal-11730	142	25	data	datum	NOUN
american_scientific_journal-11730	142	26	on	on	ADP
american_scientific_journal-11730	142	27	the	the	DET
american_scientific_journal-11730	142	28	battlefield	battlefield	NOUN
american_scientific_journal-11730	142	29	[	[	X
american_scientific_journal-11730	142	30	13	13	NUM
american_scientific_journal-11730	142	31	]	]	PUNCT
american_scientific_journal-11730	142	32	.	.	PUNCT
american_scientific_journal-11730	143	1	in	in	ADP
american_scientific_journal-11730	143	2	homeland	homeland	NOUN
american_scientific_journal-11730	143	3	security	security	NOUN
american_scientific_journal-11730	143	4	,	,	PUNCT
american_scientific_journal-11730	143	5	edge	edge	NOUN
american_scientific_journal-11730	143	6	-	-	PUNCT
american_scientific_journal-11730	143	7	based	base	VERB
american_scientific_journal-11730	143	8	facial	facial	ADJ
american_scientific_journal-11730	143	9	recognition	recognition	NOUN
american_scientific_journal-11730	143	10	at	at	ADP
american_scientific_journal-11730	143	11	checkpoints	checkpoint	NOUN
american_scientific_journal-11730	143	12	makes	make	VERB
american_scientific_journal-11730	143	13	identity	identity	NOUN
american_scientific_journal-11730	143	14	verification	verification	NOUN
american_scientific_journal-11730	143	15	fast	fast	ADJ
american_scientific_journal-11730	143	16	while	while	SCONJ
american_scientific_journal-11730	143	17	on	on	ADP
american_scientific_journal-11730	143	18	end	end	NOUN
american_scientific_journal-11730	143	19	ensuring	ensure	VERB
american_scientific_journal-11730	143	20	that	that	SCONJ
american_scientific_journal-11730	143	21	the	the	DET
american_scientific_journal-11730	143	22	privacy	privacy	NOUN
american_scientific_journal-11730	143	23	of	of	ADP
american_scientific_journal-11730	143	24	each	each	DET
american_scientific_journal-11730	143	25	person	person	NOUN
american_scientific_journal-11730	143	26	is	be	AUX
american_scientific_journal-11730	143	27	protected	protect	VERB
american_scientific_journal-11730	143	28	by	by	ADP
american_scientific_journal-11730	143	29	not	not	PART
american_scientific_journal-11730	143	30	having	have	VERB
american_scientific_journal-11730	143	31	centralization	centralization	NOUN
american_scientific_journal-11730	143	32	of	of	ADP
american_scientific_journal-11730	143	33	data	datum	NOUN
american_scientific_journal-11730	143	34	.	.	PUNCT
american_scientific_journal-11730	144	1	one	one	NUM
american_scientific_journal-11730	144	2	of	of	ADP
american_scientific_journal-11730	144	3	the	the	DET
american_scientific_journal-11730	144	4	emerging	emerge	VERB
american_scientific_journal-11730	144	5	categories	category	NOUN
american_scientific_journal-11730	144	6	of	of	ADP
american_scientific_journal-11730	144	7	impact	impact	NOUN
american_scientific_journal-11730	144	8	is	be	AUX
american_scientific_journal-11730	144	9	in	in	ADP
american_scientific_journal-11730	144	10	agriculture	agriculture	NOUN
american_scientific_journal-11730	144	11	,	,	PUNCT
american_scientific_journal-11730	144	12	where	where	SCONJ
american_scientific_journal-11730	144	13	smart	smart	ADJ
american_scientific_journal-11730	144	14	sensors	sensor	NOUN
american_scientific_journal-11730	144	15	and	and	CCONJ
american_scientific_journal-11730	144	16	drones	drone	NOUN
american_scientific_journal-11730	144	17	are	be	AUX
american_scientific_journal-11730	144	18	deployed	deploy	VERB
american_scientific_journal-11730	144	19	to	to	PART
american_scientific_journal-11730	144	20	track	track	VERB
american_scientific_journal-11730	144	21	american	american	ADJ
american_scientific_journal-11730	144	22	academic	academic	ADJ
american_scientific_journal-11730	144	23	scientific	scientific	ADJ
american_scientific_journal-11730	144	24	research	research	NOUN
american_scientific_journal-11730	144	25	journal	journal	NOUN
american_scientific_journal-11730	144	26	for	for	ADP
american_scientific_journal-11730	144	27	engineering	engineering	NOUN
american_scientific_journal-11730	144	28	,	,	PUNCT
american_scientific_journal-11730	144	29	technology	technology	NOUN
american_scientific_journal-11730	144	30	,	,	PUNCT
american_scientific_journal-11730	144	31	and	and	CCONJ
american_scientific_journal-11730	144	32	sciences	science	NOUN
american_scientific_journal-11730	144	33	(	(	PUNCT
american_scientific_journal-11730	144	34	asrjets	asrjet	NOUN
american_scientific_journal-11730	144	35	)	)	PUNCT
american_scientific_journal-11730	144	36	volume	volume	NOUN
american_scientific_journal-11730	144	37	102	102	NUM
american_scientific_journal-11730	144	38	,	,	PUNCT
american_scientific_journal-11730	144	39	no	no	DET
american_scientific_journal-11730	144	40	1	1	NUM
american_scientific_journal-11730	144	41	,	,	PUNCT
american_scientific_journal-11730	144	42	pp	pp	ADV
american_scientific_journal-11730	144	43	227	227	NUM
american_scientific_journal-11730	144	44	-	-	SYM
american_scientific_journal-11730	144	45	248	248	NUM
american_scientific_journal-11730	144	46	234	234	NUM
american_scientific_journal-11730	144	47	crop	crop	NOUN
american_scientific_journal-11730	144	48	health	health	NOUN
american_scientific_journal-11730	144	49	,	,	PUNCT
american_scientific_journal-11730	144	50	soil	soil	NOUN
american_scientific_journal-11730	144	51	quality	quality	NOUN
american_scientific_journal-11730	144	52	,	,	PUNCT
american_scientific_journal-11730	144	53	moisture	moisture	NOUN
american_scientific_journal-11730	144	54	content	content	NOUN
american_scientific_journal-11730	144	55	,	,	PUNCT
american_scientific_journal-11730	144	56	and	and	CCONJ
american_scientific_journal-11730	144	57	the	the	DET
american_scientific_journal-11730	144	58	level	level	NOUN
american_scientific_journal-11730	144	59	of	of	ADP
american_scientific_journal-11730	144	60	irrigation	irrigation	NOUN
american_scientific_journal-11730	144	61	.	.	PUNCT
american_scientific_journal-11730	145	1	even	even	ADV
american_scientific_journal-11730	145	2	locally	locally	ADV
american_scientific_journal-11730	145	3	executed	execute	VERB
american_scientific_journal-11730	145	4	ml	ml	NOUN
american_scientific_journal-11730	145	5	models	model	NOUN
american_scientific_journal-11730	145	6	can	can	AUX
american_scientific_journal-11730	145	7	identify	identify	VERB
american_scientific_journal-11730	145	8	pest	pest	VERB
american_scientific_journal-11730	145	9	infestations	infestation	NOUN
american_scientific_journal-11730	145	10	/	/	SYM
american_scientific_journal-11730	145	11	nutrient	nutrient	NOUN
american_scientific_journal-11730	145	12	deficiencies	deficiency	NOUN
american_scientific_journal-11730	145	13	using	use	VERB
american_scientific_journal-11730	145	14	multispectral	multispectral	ADJ
american_scientific_journal-11730	145	15	imaging	imaging	NOUN
american_scientific_journal-11730	145	16	/	/	SYM
american_scientific_journal-11730	145	17	environmental	environmental	ADJ
american_scientific_journal-11730	145	18	data	datum	NOUN
american_scientific_journal-11730	145	19	and	and	CCONJ
american_scientific_journal-11730	145	20	make	make	VERB
american_scientific_journal-11730	145	21	timely	timely	ADJ
american_scientific_journal-11730	145	22	,	,	PUNCT
american_scientific_journal-11730	145	23	localized	localized	ADJ
american_scientific_journal-11730	145	24	interventions	intervention	NOUN
american_scientific_journal-11730	145	25	.	.	PUNCT
american_scientific_journal-11730	146	1	this	this	DET
american_scientific_journal-11730	146	2	approach	approach	NOUN
american_scientific_journal-11730	146	3	to	to	AUX
american_scientific_journal-11730	146	4	precision	precision	NOUN
american_scientific_journal-11730	146	5	agriculture	agriculture	NOUN
american_scientific_journal-11730	146	6	effectively	effectively	ADV
american_scientific_journal-11730	146	7	increases	increase	VERB
american_scientific_journal-11730	146	8	yield	yield	NOUN
american_scientific_journal-11730	146	9	,	,	PUNCT
american_scientific_journal-11730	146	10	limits	limit	VERB
american_scientific_journal-11730	146	11	resource	resource	NOUN
american_scientific_journal-11730	146	12	use	use	NOUN
american_scientific_journal-11730	146	13	,	,	PUNCT
american_scientific_journal-11730	146	14	and	and	CCONJ
american_scientific_journal-11730	146	15	increases	increase	VERB
american_scientific_journal-11730	146	16	sustainability	sustainability	NOUN
american_scientific_journal-11730	146	17	.	.	PUNCT
american_scientific_journal-11730	147	1	with	with	ADP
american_scientific_journal-11730	147	2	embedded	embed	VERB
american_scientific_journal-11730	147	3	ai	ai	NOUN
american_scientific_journal-11730	147	4	,	,	PUNCT
american_scientific_journal-11730	147	5	tractors	tractor	NOUN
american_scientific_journal-11730	147	6	and	and	CCONJ
american_scientific_journal-11730	147	7	harvesters	harvester	NOUN
american_scientific_journal-11730	147	8	can	can	AUX
american_scientific_journal-11730	147	9	navigate	navigate	VERB
american_scientific_journal-11730	147	10	autonomously	autonomously	ADV
american_scientific_journal-11730	147	11	and	and	CCONJ
american_scientific_journal-11730	147	12	farm	farm	NOUN
american_scientific_journal-11730	147	13	in	in	ADP
american_scientific_journal-11730	147	14	a	a	DET
american_scientific_journal-11730	147	15	resource	resource	NOUN
american_scientific_journal-11730	147	16	-	-	PUNCT
american_scientific_journal-11730	147	17	efficient	efficient	ADJ
american_scientific_journal-11730	147	18	way	way	NOUN
american_scientific_journal-11730	147	19	while	while	SCONJ
american_scientific_journal-11730	147	20	consuming	consume	VERB
american_scientific_journal-11730	147	21	minimal	minimal	ADJ
american_scientific_journal-11730	147	22	fuel	fuel	NOUN
american_scientific_journal-11730	147	23	and	and	CCONJ
american_scientific_journal-11730	147	24	maximizing	maximize	VERB
american_scientific_journal-11730	147	25	productivity	productivity	NOUN
american_scientific_journal-11730	147	26	[	[	X
american_scientific_journal-11730	147	27	13	13	NUM
american_scientific_journal-11730	147	28	]	]	PUNCT
american_scientific_journal-11730	147	29	.	.	PUNCT
american_scientific_journal-11730	148	1	specific	specific	ADJ
american_scientific_journal-11730	148	2	weather	weather	NOUN
american_scientific_journal-11730	148	3	forecasts	forecast	NOUN
american_scientific_journal-11730	148	4	produced	produce	VERB
american_scientific_journal-11730	148	5	by	by	ADP
american_scientific_journal-11730	148	6	edge	edge	NOUN
american_scientific_journal-11730	148	7	-	-	PUNCT
american_scientific_journal-11730	148	8	stationed	station	VERB
american_scientific_journal-11730	148	9	weather	weather	NOUN
american_scientific_journal-11730	148	10	stations	station	NOUN
american_scientific_journal-11730	148	11	assist	assist	VERB
american_scientific_journal-11730	148	12	farmers	farmer	NOUN
american_scientific_journal-11730	148	13	in	in	ADP
american_scientific_journal-11730	148	14	accustoming	accustom	VERB
american_scientific_journal-11730	148	15	planting	planting	NOUN
american_scientific_journal-11730	148	16	and	and	CCONJ
american_scientific_journal-11730	148	17	harvesting	harvesting	NOUN
american_scientific_journal-11730	148	18	to	to	ADP
american_scientific_journal-11730	148	19	environmental	environmental	ADJ
american_scientific_journal-11730	148	20	circumstances	circumstance	NOUN
american_scientific_journal-11730	148	21	.	.	PUNCT
american_scientific_journal-11730	149	1	retail	retail	ADJ
american_scientific_journal-11730	149	2	and	and	CCONJ
american_scientific_journal-11730	149	3	logistics	logistic	NOUN
american_scientific_journal-11730	149	4	sectors	sector	NOUN
american_scientific_journal-11730	149	5	rapidly	rapidly	ADV
american_scientific_journal-11730	149	6	adopt	adopt	VERB
american_scientific_journal-11730	149	7	edge	edge	NOUN
american_scientific_journal-11730	149	8	ai	ai	VERB
american_scientific_journal-11730	149	9	to	to	PART
american_scientific_journal-11730	149	10	improve	improve	VERB
american_scientific_journal-11730	149	11	efficiency	efficiency	NOUN
american_scientific_journal-11730	149	12	and	and	CCONJ
american_scientific_journal-11730	149	13	enhance	enhance	VERB
american_scientific_journal-11730	149	14	customers	customer	NOUN
american_scientific_journal-11730	149	15	’	'	PUNCT
american_scientific_journal-11730	149	16	satisfaction	satisfaction	NOUN
american_scientific_journal-11730	149	17	.	.	PUNCT
american_scientific_journal-11730	150	1	real	real	ADJ
american_scientific_journal-11730	150	2	-	-	PUNCT
american_scientific_journal-11730	150	3	time	time	NOUN
american_scientific_journal-11730	150	4	inventory	inventory	NOUN
american_scientific_journal-11730	150	5	management	management	NOUN
american_scientific_journal-11730	150	6	and	and	CCONJ
american_scientific_journal-11730	150	7	understanding	understand	VERB
american_scientific_journal-11730	150	8	customer	customer	NOUN
american_scientific_journal-11730	150	9	behavior	behavior	NOUN
american_scientific_journal-11730	150	10	are	be	AUX
american_scientific_journal-11730	150	11	made	make	VERB
american_scientific_journal-11730	150	12	possible	possible	ADJ
american_scientific_journal-11730	150	13	by	by	ADP
american_scientific_journal-11730	150	14	implementing	implement	VERB
american_scientific_journal-11730	150	15	smart	smart	ADJ
american_scientific_journal-11730	150	16	shelves	shelf	NOUN
american_scientific_journal-11730	150	17	and	and	CCONJ
american_scientific_journal-11730	150	18	in	in	ADP
american_scientific_journal-11730	150	19	-	-	PUNCT
american_scientific_journal-11730	150	20	store	store	NOUN
american_scientific_journal-11730	150	21	analytics	analytic	NOUN
american_scientific_journal-11730	150	22	solutions	solution	NOUN
american_scientific_journal-11730	150	23	.	.	PUNCT
american_scientific_journal-11730	151	1	kiosks	kiosk	NOUN
american_scientific_journal-11730	151	2	can	can	AUX
american_scientific_journal-11730	151	3	deliver	deliver	VERB
american_scientific_journal-11730	151	4	customized	customized	ADJ
american_scientific_journal-11730	151	5	recommendations	recommendation	NOUN
american_scientific_journal-11730	151	6	using	use	VERB
american_scientific_journal-11730	151	7	ai	ai	VERB
american_scientific_journal-11730	151	8	without	without	ADP
american_scientific_journal-11730	151	9	the	the	DET
american_scientific_journal-11730	151	10	need	need	NOUN
american_scientific_journal-11730	151	11	for	for	ADP
american_scientific_journal-11730	151	12	cloud	cloud	ADJ
american_scientific_journal-11730	151	13	connection	connection	NOUN
american_scientific_journal-11730	151	14	.	.	PUNCT
american_scientific_journal-11730	152	1	edge	edge	NOUN
american_scientific_journal-11730	152	2	ai	ai	VERB
american_scientific_journal-11730	152	3	enables	enable	VERB
american_scientific_journal-11730	152	4	the	the	DET
american_scientific_journal-11730	152	5	autonomous	autonomous	ADJ
american_scientific_journal-11730	152	6	movement	movement	NOUN
american_scientific_journal-11730	152	7	and	and	CCONJ
american_scientific_journal-11730	152	8	organization	organization	NOUN
american_scientific_journal-11730	152	9	of	of	ADP
american_scientific_journal-11730	152	10	robots	robot	NOUN
american_scientific_journal-11730	152	11	and	and	CCONJ
american_scientific_journal-11730	152	12	drones	drone	NOUN
american_scientific_journal-11730	152	13	within	within	ADP
american_scientific_journal-11730	152	14	the	the	DET
american_scientific_journal-11730	152	15	logistics	logistic	NOUN
american_scientific_journal-11730	152	16	sector	sector	NOUN
american_scientific_journal-11730	152	17	.	.	PUNCT
american_scientific_journal-11730	153	1	such	such	ADJ
american_scientific_journal-11730	153	2	systems	system	NOUN
american_scientific_journal-11730	153	3	function	function	VERB
american_scientific_journal-11730	153	4	well	well	ADV
american_scientific_journal-11730	153	5	within	within	ADP
american_scientific_journal-11730	153	6	dynamic	dynamic	ADJ
american_scientific_journal-11730	153	7	environments	environment	NOUN
american_scientific_journal-11730	153	8	requiring	require	VERB
american_scientific_journal-11730	153	9	no	no	DET
american_scientific_journal-11730	153	10	centralized	centralized	ADJ
american_scientific_journal-11730	153	11	command	command	NOUN
american_scientific_journal-11730	153	12	architectures	architecture	NOUN
american_scientific_journal-11730	153	13	[	[	X
american_scientific_journal-11730	153	14	13	13	NUM
american_scientific_journal-11730	153	15	]	]	PUNCT
american_scientific_journal-11730	153	16	.	.	PUNCT
american_scientific_journal-11730	154	1	in	in	ADP
american_scientific_journal-11730	154	2	cold	cold	ADJ
american_scientific_journal-11730	154	3	-	-	PUNCT
american_scientific_journal-11730	154	4	chain	chain	NOUN
american_scientific_journal-11730	154	5	logistics	logistic	NOUN
american_scientific_journal-11730	154	6	,	,	PUNCT
american_scientific_journal-11730	154	7	they	they	PRON
american_scientific_journal-11730	154	8	provide	provide	VERB
american_scientific_journal-11730	154	9	edge	edge	NOUN
american_scientific_journal-11730	154	10	sensors	sensor	NOUN
american_scientific_journal-11730	154	11	and	and	CCONJ
american_scientific_journal-11730	154	12	continuously	continuously	ADV
american_scientific_journal-11730	154	13	monitor	monitor	VERB
american_scientific_journal-11730	154	14	temperature	temperature	NOUN
american_scientific_journal-11730	154	15	and	and	CCONJ
american_scientific_journal-11730	154	16	humidity	humidity	NOUN
american_scientific_journal-11730	154	17	to	to	PART
american_scientific_journal-11730	154	18	ensure	ensure	VERB
american_scientific_journal-11730	154	19	the	the	DET
american_scientific_journal-11730	154	20	integrity	integrity	NOUN
american_scientific_journal-11730	154	21	of	of	ADP
american_scientific_journal-11730	154	22	perishable	perishable	ADJ
american_scientific_journal-11730	154	23	goods	good	NOUN
american_scientific_journal-11730	155	1	[	[	X
american_scientific_journal-11730	155	2	6	6	NUM
american_scientific_journal-11730	155	3	]	]	PUNCT
american_scientific_journal-11730	155	4	.	.	PUNCT
american_scientific_journal-11730	156	1	it	it	PRON
american_scientific_journal-11730	156	2	helps	help	VERB
american_scientific_journal-11730	156	3	optimize	optimize	VERB
american_scientific_journal-11730	156	4	fleet	fleet	NOUN
american_scientific_journal-11730	156	5	operations	operation	NOUN
american_scientific_journal-11730	156	6	by	by	ADP
american_scientific_journal-11730	156	7	analyzing	analyze	VERB
american_scientific_journal-11730	156	8	route	route	NOUN
american_scientific_journal-11730	156	9	efficiency	efficiency	NOUN
american_scientific_journal-11730	156	10	,	,	PUNCT
american_scientific_journal-11730	156	11	fuel	fuel	NOUN
american_scientific_journal-11730	156	12	consumption	consumption	NOUN
american_scientific_journal-11730	156	13	and	and	CCONJ
american_scientific_journal-11730	156	14	the	the	DET
american_scientific_journal-11730	156	15	behavior	behavior	NOUN
american_scientific_journal-11730	156	16	of	of	ADP
american_scientific_journal-11730	156	17	drivers	driver	NOUN
american_scientific_journal-11730	156	18	with	with	ADP
american_scientific_journal-11730	156	19	edge	edge	NOUN
american_scientific_journal-11730	156	20	ai	ai	VERB
american_scientific_journal-11730	156	21	.	.	PUNCT
american_scientific_journal-11730	157	1	the	the	DET
american_scientific_journal-11730	157	2	common	common	ADJ
american_scientific_journal-11730	157	3	thread	thread	NOUN
american_scientific_journal-11730	157	4	across	across	ADP
american_scientific_journal-11730	157	5	all	all	DET
american_scientific_journal-11730	157	6	these	these	DET
american_scientific_journal-11730	157	7	sectors	sector	NOUN
american_scientific_journal-11730	157	8	is	be	AUX
american_scientific_journal-11730	157	9	edge	edge	NOUN
american_scientific_journal-11730	157	10	ai	ai	NOUN
american_scientific_journal-11730	157	11	's	's	PART
american_scientific_journal-11730	157	12	ability	ability	NOUN
american_scientific_journal-11730	157	13	to	to	PART
american_scientific_journal-11730	157	14	deliver	deliver	VERB
american_scientific_journal-11730	157	15	context	context	NOUN
american_scientific_journal-11730	157	16	-	-	PUNCT
american_scientific_journal-11730	157	17	aware	aware	ADJ
american_scientific_journal-11730	157	18	intelligence	intelligence	NOUN
american_scientific_journal-11730	157	19	while	while	SCONJ
american_scientific_journal-11730	157	20	maintaining	maintain	VERB
american_scientific_journal-11730	157	21	data	datum	NOUN
american_scientific_journal-11730	157	22	sovereignty	sovereignty	NOUN
american_scientific_journal-11730	157	23	and	and	CCONJ
american_scientific_journal-11730	157	24	operational	operational	ADJ
american_scientific_journal-11730	157	25	autonomy	autonomy	NOUN
american_scientific_journal-11730	157	26	.	.	PUNCT
american_scientific_journal-11730	158	1	these	these	DET
american_scientific_journal-11730	158	2	capabilities	capability	NOUN
american_scientific_journal-11730	158	3	enhance	enhance	VERB
american_scientific_journal-11730	158	4	performance	performance	NOUN
american_scientific_journal-11730	158	5	,	,	PUNCT
american_scientific_journal-11730	158	6	responsiveness	responsiveness	NOUN
american_scientific_journal-11730	158	7	,	,	PUNCT
american_scientific_journal-11730	158	8	and	and	CCONJ
american_scientific_journal-11730	158	9	business	business	NOUN
american_scientific_journal-11730	158	10	resilience	resilience	NOUN
american_scientific_journal-11730	158	11	and	and	CCONJ
american_scientific_journal-11730	158	12	continuity	continuity	NOUN
american_scientific_journal-11730	158	13	[	[	X
american_scientific_journal-11730	158	14	6	6	NUM
american_scientific_journal-11730	158	15	]	]	PUNCT
american_scientific_journal-11730	158	16	.	.	PUNCT
american_scientific_journal-11730	159	1	a	a	DET
american_scientific_journal-11730	159	2	flowchart	flowchart	NOUN
american_scientific_journal-11730	159	3	depicting	depict	VERB
american_scientific_journal-11730	159	4	edge	edge	NOUN
american_scientific_journal-11730	159	5	ai	ai	NOUN
american_scientific_journal-11730	159	6	's	's	PART
american_scientific_journal-11730	159	7	role	role	NOUN
american_scientific_journal-11730	159	8	across	across	ADP
american_scientific_journal-11730	159	9	domains	domain	NOUN
american_scientific_journal-11730	159	10	could	could	AUX
american_scientific_journal-11730	159	11	provide	provide	VERB
american_scientific_journal-11730	159	12	a	a	DET
american_scientific_journal-11730	159	13	clear	clear	ADJ
american_scientific_journal-11730	159	14	visual	visual	ADJ
american_scientific_journal-11730	159	15	summary	summary	NOUN
american_scientific_journal-11730	159	16	,	,	PUNCT
american_scientific_journal-11730	159	17	connecting	connect	VERB
american_scientific_journal-11730	159	18	sensor	sensor	NOUN
american_scientific_journal-11730	159	19	inputs	input	NOUN
american_scientific_journal-11730	159	20	,	,	PUNCT
american_scientific_journal-11730	159	21	processing	processing	NOUN
american_scientific_journal-11730	159	22	units	unit	NOUN
american_scientific_journal-11730	159	23	,	,	PUNCT
american_scientific_journal-11730	159	24	and	and	CCONJ
american_scientific_journal-11730	159	25	application	application	NOUN
american_scientific_journal-11730	159	26	outputs	output	NOUN
american_scientific_journal-11730	159	27	in	in	ADP
american_scientific_journal-11730	159	28	real	real	ADJ
american_scientific_journal-11730	159	29	-	-	PUNCT
american_scientific_journal-11730	159	30	world	world	NOUN
american_scientific_journal-11730	159	31	scenarios	scenario	NOUN
american_scientific_journal-11730	159	32	.	.	PUNCT
american_scientific_journal-11730	160	1	edge	edge	NOUN
american_scientific_journal-11730	160	2	ai	ai	AUX
american_scientific_journal-11730	160	3	is	be	AUX
american_scientific_journal-11730	160	4	transforming	transform	VERB
american_scientific_journal-11730	160	5	industry	industry	NOUN
american_scientific_journal-11730	160	6	standards	standard	NOUN
american_scientific_journal-11730	160	7	and	and	CCONJ
american_scientific_journal-11730	160	8	opening	opening	NOUN
american_scientific_journal-11730	160	9	up	up	ADP
american_scientific_journal-11730	160	10	a	a	DET
american_scientific_journal-11730	160	11	world	world	NOUN
american_scientific_journal-11730	160	12	of	of	ADP
american_scientific_journal-11730	160	13	possibilities	possibility	NOUN
american_scientific_journal-11730	160	14	through	through	ADP
american_scientific_journal-11730	160	15	its	its	PRON
american_scientific_journal-11730	160	16	ability	ability	NOUN
american_scientific_journal-11730	160	17	to	to	PART
american_scientific_journal-11730	160	18	provide	provide	VERB
american_scientific_journal-11730	160	19	real	real	ADJ
american_scientific_journal-11730	160	20	-	-	PUNCT
american_scientific_journal-11730	160	21	time	time	NOUN
american_scientific_journal-11730	160	22	and	and	CCONJ
american_scientific_journal-11730	160	23	local	local	ADJ
american_scientific_journal-11730	160	24	intelligence	intelligence	NOUN
american_scientific_journal-11730	160	25	.	.	PUNCT
american_scientific_journal-11730	161	1	the	the	DET
american_scientific_journal-11730	161	2	fact	fact	NOUN
american_scientific_journal-11730	161	3	that	that	SCONJ
american_scientific_journal-11730	161	4	edge	edge	NOUN
american_scientific_journal-11730	161	5	ai	ai	VERB
american_scientific_journal-11730	161	6	is	be	AUX
american_scientific_journal-11730	161	7	being	be	AUX
american_scientific_journal-11730	161	8	deployed	deploy	VERB
american_scientific_journal-11730	161	9	in	in	ADP
american_scientific_journal-11730	161	10	the	the	DET
american_scientific_journal-11730	161	11	most	most	ADJ
american_scientific_journal-11730	161	12	mission	mission	NOUN
american_scientific_journal-11730	161	13	-	-	PUNCT
american_scientific_journal-11730	161	14	critical	critical	ADJ
american_scientific_journal-11730	161	15	industries	industry	NOUN
american_scientific_journal-11730	161	16	serves	serve	VERB
american_scientific_journal-11730	161	17	as	as	ADP
american_scientific_journal-11730	161	18	both	both	CCONJ
american_scientific_journal-11730	161	19	a	a	DET
american_scientific_journal-11730	161	20	testament	testament	NOUN
american_scientific_journal-11730	161	21	to	to	ADP
american_scientific_journal-11730	161	22	its	its	PRON
american_scientific_journal-11730	161	23	utility	utility	NOUN
american_scientific_journal-11730	161	24	and	and	CCONJ
american_scientific_journal-11730	161	25	a	a	DET
american_scientific_journal-11730	161	26	reason	reason	NOUN
american_scientific_journal-11730	161	27	for	for	ADP
american_scientific_journal-11730	161	28	companies	company	NOUN
american_scientific_journal-11730	161	29	and	and	CCONJ
american_scientific_journal-11730	161	30	academia	academia	NOUN
american_scientific_journal-11730	161	31	to	to	PART
american_scientific_journal-11730	161	32	keep	keep	VERB
american_scientific_journal-11730	161	33	investing	invest	VERB
american_scientific_journal-11730	161	34	in	in	ADP
american_scientific_journal-11730	161	35	its	its	PRON
american_scientific_journal-11730	161	36	development	development	NOUN
american_scientific_journal-11730	161	37	.	.	PUNCT
american_scientific_journal-11730	162	1	edge	edge	NOUN
american_scientific_journal-11730	162	2	ai	ai	VERB
american_scientific_journal-11730	162	3	’s	’s	PART
american_scientific_journal-11730	162	4	real	real	ADJ
american_scientific_journal-11730	162	5	-	-	PUNCT
american_scientific_journal-11730	162	6	world	world	NOUN
american_scientific_journal-11730	162	7	importance	importance	NOUN
american_scientific_journal-11730	162	8	and	and	CCONJ
american_scientific_journal-11730	162	9	range	range	NOUN
american_scientific_journal-11730	162	10	of	of	ADP
american_scientific_journal-11730	162	11	applications	application	NOUN
american_scientific_journal-11730	162	12	buttress	buttress	VERB
american_scientific_journal-11730	162	13	its	its	PRON
american_scientific_journal-11730	162	14	connection	connection	NOUN
american_scientific_journal-11730	162	15	to	to	ADP
american_scientific_journal-11730	162	16	eb1	eb1	PROPN
american_scientific_journal-11730	162	17	standards	standard	NOUN
american_scientific_journal-11730	162	18	by	by	ADP
american_scientific_journal-11730	162	19	showcasing	showcase	VERB
american_scientific_journal-11730	162	20	its	its	PRON
american_scientific_journal-11730	162	21	benefits	benefit	NOUN
american_scientific_journal-11730	162	22	to	to	ADP
american_scientific_journal-11730	162	23	society	society	NOUN
american_scientific_journal-11730	162	24	as	as	ADV
american_scientific_journal-11730	162	25	well	well	ADV
american_scientific_journal-11730	162	26	as	as	ADP
american_scientific_journal-11730	162	27	its	its	PRON
american_scientific_journal-11730	162	28	innovative	innovative	ADJ
american_scientific_journal-11730	162	29	advancements	advancement	NOUN
american_scientific_journal-11730	162	30	in	in	ADP
american_scientific_journal-11730	162	31	technology	technology	NOUN
american_scientific_journal-11730	162	32	.	.	PUNCT
american_scientific_journal-11730	163	1	figure	figure	VERB
american_scientific_journal-11730	163	2	2	2	NUM
american_scientific_journal-11730	163	3	:	:	PUNCT
american_scientific_journal-11730	163	4	edge	edge	NOUN
american_scientific_journal-11730	163	5	ai	ai	VERB
american_scientific_journal-11730	163	6	applications	application	NOUN
american_scientific_journal-11730	163	7	in	in	ADP
american_scientific_journal-11730	163	8	critical	critical	ADJ
american_scientific_journal-11730	163	9	sectors	sector	NOUN
american_scientific_journal-11730	163	10	american	american	ADJ
american_scientific_journal-11730	163	11	academic	academic	ADJ
american_scientific_journal-11730	163	12	scientific	scientific	ADJ
american_scientific_journal-11730	163	13	research	research	NOUN
american_scientific_journal-11730	163	14	journal	journal	NOUN
american_scientific_journal-11730	163	15	for	for	ADP
american_scientific_journal-11730	163	16	engineering	engineering	NOUN
american_scientific_journal-11730	163	17	,	,	PUNCT
american_scientific_journal-11730	163	18	technology	technology	NOUN
american_scientific_journal-11730	163	19	,	,	PUNCT
american_scientific_journal-11730	163	20	and	and	CCONJ
american_scientific_journal-11730	163	21	sciences	science	NOUN
american_scientific_journal-11730	163	22	(	(	PUNCT
american_scientific_journal-11730	163	23	asrjets	asrjet	NOUN
american_scientific_journal-11730	163	24	)	)	PUNCT
american_scientific_journal-11730	163	25	volume	volume	NOUN
american_scientific_journal-11730	163	26	102	102	NUM
american_scientific_journal-11730	163	27	,	,	PUNCT
american_scientific_journal-11730	163	28	no	no	DET
american_scientific_journal-11730	163	29	1	1	NUM
american_scientific_journal-11730	163	30	,	,	PUNCT
american_scientific_journal-11730	163	31	pp	pp	ADV
american_scientific_journal-11730	163	32	227	227	NUM
american_scientific_journal-11730	163	33	-	-	SYM
american_scientific_journal-11730	163	34	248	248	NUM
american_scientific_journal-11730	163	35	235	235	NUM
american_scientific_journal-11730	163	36	v.	v.	ADP
american_scientific_journal-11730	163	37	privacy	privacy	NOUN
american_scientific_journal-11730	163	38	,	,	PUNCT
american_scientific_journal-11730	163	39	security	security	NOUN
american_scientific_journal-11730	163	40	,	,	PUNCT
american_scientific_journal-11730	163	41	and	and	CCONJ
american_scientific_journal-11730	163	42	ethical	ethical	ADJ
american_scientific_journal-11730	163	43	considerations	consideration	NOUN
american_scientific_journal-11730	163	44	edge	edge	VERB
american_scientific_journal-11730	163	45	ai	ai	VERB
american_scientific_journal-11730	163	46	implementation	implementation	NOUN
american_scientific_journal-11730	163	47	in	in	ADP
american_scientific_journal-11730	163	48	life	life	NOUN
american_scientific_journal-11730	163	49	-	-	PUNCT
american_scientific_journal-11730	163	50	critical	critical	ADJ
american_scientific_journal-11730	163	51	applications	application	NOUN
american_scientific_journal-11730	163	52	like	like	ADP
american_scientific_journal-11730	163	53	healthcare	healthcare	NOUN
american_scientific_journal-11730	163	54	,	,	PUNCT
american_scientific_journal-11730	163	55	transport	transport	NOUN
american_scientific_journal-11730	163	56	,	,	PUNCT
american_scientific_journal-11730	163	57	and	and	CCONJ
american_scientific_journal-11730	163	58	industry	industry	NOUN
american_scientific_journal-11730	163	59	raises	raise	VERB
american_scientific_journal-11730	163	60	essential	essential	ADJ
american_scientific_journal-11730	163	61	privacy	privacy	NOUN
american_scientific_journal-11730	163	62	and	and	CCONJ
american_scientific_journal-11730	163	63	ethical	ethical	ADJ
american_scientific_journal-11730	163	64	challenges	challenge	NOUN
american_scientific_journal-11730	163	65	.	.	PUNCT
american_scientific_journal-11730	164	1	unlike	unlike	ADP
american_scientific_journal-11730	164	2	cloud	cloud	ADJ
american_scientific_journal-11730	164	3	-	-	PUNCT
american_scientific_journal-11730	164	4	centric	centric	ADJ
american_scientific_journal-11730	164	5	models	model	NOUN
american_scientific_journal-11730	164	6	that	that	PRON
american_scientific_journal-11730	164	7	centralize	centralize	VERB
american_scientific_journal-11730	164	8	data	data	NOUN
american_scientific_journal-11730	164	9	collection	collection	NOUN
american_scientific_journal-11730	164	10	and	and	CCONJ
american_scientific_journal-11730	164	11	processing	processing	NOUN
american_scientific_journal-11730	164	12	,	,	PUNCT
american_scientific_journal-11730	164	13	edge	edge	NOUN
american_scientific_journal-11730	164	14	ai	ai	VERB
american_scientific_journal-11730	164	15	shifts	shift	NOUN
american_scientific_journal-11730	164	16	inference	inference	NOUN
american_scientific_journal-11730	164	17	and	and	CCONJ
american_scientific_journal-11730	164	18	limited	limited	ADJ
american_scientific_journal-11730	164	19	training	training	NOUN
american_scientific_journal-11730	164	20	to	to	ADP
american_scientific_journal-11730	164	21	the	the	DET
american_scientific_journal-11730	164	22	device	device	NOUN
american_scientific_journal-11730	164	23	level	level	NOUN
american_scientific_journal-11730	164	24	,	,	PUNCT
american_scientific_journal-11730	164	25	enabling	enable	VERB
american_scientific_journal-11730	164	26	localized	localized	ADJ
american_scientific_journal-11730	164	27	decisions	decision	NOUN
american_scientific_journal-11730	164	28	without	without	ADP
american_scientific_journal-11730	164	29	compromising	compromise	VERB
american_scientific_journal-11730	164	30	user	user	NOUN
american_scientific_journal-11730	164	31	data	datum	NOUN
american_scientific_journal-11730	164	32	[	[	X
american_scientific_journal-11730	164	33	2	2	NUM
american_scientific_journal-11730	164	34	]	]	PUNCT
american_scientific_journal-11730	164	35	.	.	PUNCT
american_scientific_journal-11730	165	1	as	as	ADP
american_scientific_journal-11730	165	2	a	a	DET
american_scientific_journal-11730	165	3	result	result	NOUN
american_scientific_journal-11730	165	4	,	,	PUNCT
american_scientific_journal-11730	165	5	greater	great	ADJ
american_scientific_journal-11730	165	6	protection	protection	NOUN
american_scientific_journal-11730	165	7	of	of	ADP
american_scientific_journal-11730	165	8	privacy	privacy	NOUN
american_scientific_journal-11730	165	9	comes	come	VERB
american_scientific_journal-11730	165	10	with	with	ADP
american_scientific_journal-11730	165	11	the	the	DET
american_scientific_journal-11730	165	12	additional	additional	ADJ
american_scientific_journal-11730	165	13	issue	issue	NOUN
american_scientific_journal-11730	165	14	of	of	ADP
american_scientific_journal-11730	165	15	ensuring	ensure	VERB
american_scientific_journal-11730	165	16	security	security	NOUN
american_scientific_journal-11730	165	17	and	and	CCONJ
american_scientific_journal-11730	165	18	establishing	establish	VERB
american_scientific_journal-11730	165	19	morally	morally	ADV
american_scientific_journal-11730	165	20	grounded	ground	VERB
american_scientific_journal-11730	165	21	practices	practice	NOUN
american_scientific_journal-11730	165	22	.	.	PUNCT
american_scientific_journal-11730	166	1	improved	improve	VERB
american_scientific_journal-11730	166	2	data	datum	NOUN
american_scientific_journal-11730	166	3	privacy	privacy	NOUN
american_scientific_journal-11730	166	4	is	be	AUX
american_scientific_journal-11730	166	5	among	among	ADP
american_scientific_journal-11730	166	6	the	the	DET
american_scientific_journal-11730	166	7	main	main	ADJ
american_scientific_journal-11730	166	8	advantages	advantage	NOUN
american_scientific_journal-11730	166	9	of	of	ADP
american_scientific_journal-11730	166	10	edge	edge	NOUN
american_scientific_journal-11730	166	11	ai	ai	VERB
american_scientific_journal-11730	166	12	.	.	PUNCT
american_scientific_journal-11730	167	1	by	by	ADP
american_scientific_journal-11730	167	2	storing	store	VERB
american_scientific_journal-11730	167	3	information	information	NOUN
american_scientific_journal-11730	167	4	locally	locally	ADV
american_scientific_journal-11730	167	5	,	,	PUNCT
american_scientific_journal-11730	167	6	the	the	DET
american_scientific_journal-11730	167	7	chances	chance	NOUN
american_scientific_journal-11730	167	8	of	of	ADP
american_scientific_journal-11730	167	9	unauthorized	unauthorized	ADJ
american_scientific_journal-11730	167	10	access	access	NOUN
american_scientific_journal-11730	167	11	decreases	decrease	VERB
american_scientific_journal-11730	167	12	.	.	PUNCT
american_scientific_journal-11730	168	1	it	it	PRON
american_scientific_journal-11730	168	2	is	be	AUX
american_scientific_journal-11730	168	3	subject	subject	ADJ
american_scientific_journal-11730	168	4	to	to	ADP
american_scientific_journal-11730	168	5	data	datum	NOUN
american_scientific_journal-11730	168	6	protection	protection	NOUN
american_scientific_journal-11730	168	7	laws	law	NOUN
american_scientific_journal-11730	168	8	,	,	PUNCT
american_scientific_journal-11730	168	9	including	include	VERB
american_scientific_journal-11730	168	10	the	the	DET
american_scientific_journal-11730	168	11	general	general	ADJ
american_scientific_journal-11730	168	12	data	data	PROPN
american_scientific_journal-11730	168	13	protection	protection	NOUN
american_scientific_journal-11730	168	14	regulation	regulation	NOUN
american_scientific_journal-11730	168	15	(	(	PUNCT
american_scientific_journal-11730	168	16	gdpr	gdpr	NOUN
american_scientific_journal-11730	168	17	)	)	PUNCT
american_scientific_journal-11730	168	18	and	and	CCONJ
american_scientific_journal-11730	168	19	the	the	DET
american_scientific_journal-11730	168	20	health	health	NOUN
american_scientific_journal-11730	168	21	insurance	insurance	NOUN
american_scientific_journal-11730	168	22	portability	portability	NOUN
american_scientific_journal-11730	168	23	and	and	CCONJ
american_scientific_journal-11730	168	24	accountability	accountability	NOUN
american_scientific_journal-11730	168	25	act	act	NOUN
american_scientific_journal-11730	168	26	(	(	PUNCT
american_scientific_journal-11730	168	27	hipaa	hipaa	PROPN
american_scientific_journal-11730	168	28	)	)	PUNCT
american_scientific_journal-11730	168	29	.	.	PUNCT
american_scientific_journal-11730	169	1	medical	medical	ADJ
american_scientific_journal-11730	169	2	wearables	wearable	NOUN
american_scientific_journal-11730	169	3	with	with	ADP
american_scientific_journal-11730	169	4	edge	edge	NOUN
american_scientific_journal-11730	169	5	ai	ai	AUX
american_scientific_journal-11730	169	6	offer	offer	NOUN
american_scientific_journal-11730	169	7	a	a	DET
american_scientific_journal-11730	169	8	safer	safe	ADJ
american_scientific_journal-11730	169	9	way	way	NOUN
american_scientific_journal-11730	169	10	to	to	PART
american_scientific_journal-11730	169	11	collect	collect	VERB
american_scientific_journal-11730	169	12	and	and	CCONJ
american_scientific_journal-11730	169	13	analyze	analyze	VERB
american_scientific_journal-11730	169	14	vital	vital	ADJ
american_scientific_journal-11730	169	15	health	health	NOUN
american_scientific_journal-11730	169	16	information	information	NOUN
american_scientific_journal-11730	169	17	,	,	PUNCT
american_scientific_journal-11730	169	18	because	because	SCONJ
american_scientific_journal-11730	169	19	this	this	DET
american_scientific_journal-11730	169	20	data	datum	NOUN
american_scientific_journal-11730	169	21	can	can	AUX
american_scientific_journal-11730	169	22	be	be	AUX
american_scientific_journal-11730	169	23	processed	process	VERB
american_scientific_journal-11730	169	24	on	on	ADP
american_scientific_journal-11730	169	25	the	the	DET
american_scientific_journal-11730	169	26	device	device	NOUN
american_scientific_journal-11730	169	27	and	and	CCONJ
american_scientific_journal-11730	169	28	not	not	PART
american_scientific_journal-11730	169	29	sent	send	VERB
american_scientific_journal-11730	169	30	to	to	ADP
american_scientific_journal-11730	169	31	remote	remote	ADJ
american_scientific_journal-11730	169	32	machines	machine	NOUN
american_scientific_journal-11730	169	33	.	.	PUNCT
american_scientific_journal-11730	170	1	in	in	ADP
american_scientific_journal-11730	170	2	smart	smart	ADJ
american_scientific_journal-11730	170	3	homes	home	NOUN
american_scientific_journal-11730	170	4	,	,	PUNCT
american_scientific_journal-11730	170	5	edge	edge	NOUN
american_scientific_journal-11730	170	6	-	-	PUNCT
american_scientific_journal-11730	170	7	based	base	VERB
american_scientific_journal-11730	170	8	voice	voice	NOUN
american_scientific_journal-11730	170	9	assistants	assistant	NOUN
american_scientific_journal-11730	170	10	process	process	VERB
american_scientific_journal-11730	170	11	commands	command	NOUN
american_scientific_journal-11730	170	12	locally	locally	ADV
american_scientific_journal-11730	170	13	,	,	PUNCT
american_scientific_journal-11730	170	14	avoiding	avoid	VERB
american_scientific_journal-11730	170	15	uploading	uploading	NOUN
american_scientific_journal-11730	170	16	and	and	CCONJ
american_scientific_journal-11730	170	17	analyzing	analyze	VERB
american_scientific_journal-11730	170	18	personal	personal	ADJ
american_scientific_journal-11730	170	19	conversations	conversation	NOUN
american_scientific_journal-11730	170	20	by	by	ADP
american_scientific_journal-11730	170	21	third	third	ADJ
american_scientific_journal-11730	170	22	-	-	PUNCT
american_scientific_journal-11730	170	23	party	party	NOUN
american_scientific_journal-11730	170	24	services	service	NOUN
american_scientific_journal-11730	170	25	[	[	X
american_scientific_journal-11730	170	26	10	10	NUM
american_scientific_journal-11730	170	27	]	]	PUNCT
american_scientific_journal-11730	170	28	.	.	PUNCT
american_scientific_journal-11730	171	1	edge	edge	NOUN
american_scientific_journal-11730	171	2	ai	ai	VERB
american_scientific_journal-11730	171	3	allows	allow	VERB
american_scientific_journal-11730	171	4	personalized	personalized	ADJ
american_scientific_journal-11730	171	5	learning	learning	NOUN
american_scientific_journal-11730	171	6	and	and	CCONJ
american_scientific_journal-11730	171	7	recommendations	recommendation	NOUN
american_scientific_journal-11730	171	8	by	by	ADP
american_scientific_journal-11730	171	9	keeping	keep	VERB
american_scientific_journal-11730	171	10	control	control	NOUN
american_scientific_journal-11730	171	11	of	of	ADP
american_scientific_journal-11730	171	12	sensitive	sensitive	ADJ
american_scientific_journal-11730	171	13	behavioral	behavioral	ADJ
american_scientific_journal-11730	171	14	data	datum	NOUN
american_scientific_journal-11730	171	15	.	.	PUNCT
american_scientific_journal-11730	172	1	federated	federated	ADJ
american_scientific_journal-11730	172	2	learning	learning	NOUN
american_scientific_journal-11730	172	3	supports	support	VERB
american_scientific_journal-11730	172	4	the	the	DET
american_scientific_journal-11730	172	5	privacy	privacy	NOUN
american_scientific_journal-11730	172	6	requirements	requirement	NOUN
american_scientific_journal-11730	172	7	of	of	ADP
american_scientific_journal-11730	172	8	edge	edge	NOUN
american_scientific_journal-11730	172	9	ai	ai	VERB
american_scientific_journal-11730	172	10	deployments	deployment	NOUN
american_scientific_journal-11730	172	11	.	.	PUNCT
american_scientific_journal-11730	173	1	federated	federated	ADJ
american_scientific_journal-11730	173	2	learning	learning	NOUN
american_scientific_journal-11730	173	3	keeps	keep	VERB
american_scientific_journal-11730	173	4	data	datum	NOUN
american_scientific_journal-11730	173	5	at	at	ADP
american_scientific_journal-11730	173	6	the	the	DET
american_scientific_journal-11730	173	7	edge	edge	NOUN
american_scientific_journal-11730	173	8	and	and	CCONJ
american_scientific_journal-11730	173	9	enables	enable	VERB
american_scientific_journal-11730	173	10	the	the	DET
american_scientific_journal-11730	173	11	completion	completion	NOUN
american_scientific_journal-11730	173	12	of	of	ADP
american_scientific_journal-11730	173	13	machine	machine	NOUN
american_scientific_journal-11730	173	14	learning	learn	VERB
american_scientific_journal-11730	173	15	tasks	task	NOUN
american_scientific_journal-11730	173	16	through	through	ADP
american_scientific_journal-11730	173	17	distributed	distribute	VERB
american_scientific_journal-11730	173	18	collaboration	collaboration	NOUN
american_scientific_journal-11730	173	19	between	between	ADP
american_scientific_journal-11730	173	20	devices	device	NOUN
american_scientific_journal-11730	173	21	.	.	PUNCT
american_scientific_journal-11730	174	1	the	the	DET
american_scientific_journal-11730	174	2	servers	server	NOUN
american_scientific_journal-11730	174	3	send	send	VERB
american_scientific_journal-11730	174	4	only	only	ADV
american_scientific_journal-11730	174	5	changes	change	NOUN
american_scientific_journal-11730	174	6	in	in	ADP
american_scientific_journal-11730	174	7	the	the	DET
american_scientific_journal-11730	174	8	model	model	NOUN
american_scientific_journal-11730	174	9	rather	rather	ADV
american_scientific_journal-11730	174	10	than	than	ADP
american_scientific_journal-11730	174	11	entire	entire	ADJ
american_scientific_journal-11730	174	12	data	datum	NOUN
american_scientific_journal-11730	174	13	sets	set	NOUN
american_scientific_journal-11730	174	14	.	.	PUNCT
american_scientific_journal-11730	175	1	as	as	ADP
american_scientific_journal-11730	175	2	a	a	DET
american_scientific_journal-11730	175	3	result	result	NOUN
american_scientific_journal-11730	175	4	it	it	PRON
american_scientific_journal-11730	175	5	minimizes	minimize	VERB
american_scientific_journal-11730	175	6	privacy	privacy	NOUN
american_scientific_journal-11730	175	7	concerns	concern	NOUN
american_scientific_journal-11730	175	8	and	and	CCONJ
american_scientific_journal-11730	175	9	fulfills	fulfill	VERB
american_scientific_journal-11730	175	10	data	datum	NOUN
american_scientific_journal-11730	175	11	privacy	privacy	NOUN
american_scientific_journal-11730	175	12	guidelines	guideline	NOUN
american_scientific_journal-11730	175	13	in	in	ADP
american_scientific_journal-11730	175	14	diverse	diverse	ADJ
american_scientific_journal-11730	175	15	jurisdictions	jurisdiction	NOUN
american_scientific_journal-11730	175	16	.	.	PUNCT
american_scientific_journal-11730	176	1	recent	recent	ADJ
american_scientific_journal-11730	176	2	implementations	implementation	NOUN
american_scientific_journal-11730	176	3	combine	combine	VERB
american_scientific_journal-11730	176	4	federated	federated	ADJ
american_scientific_journal-11730	176	5	learning	learning	NOUN
american_scientific_journal-11730	176	6	with	with	ADP
american_scientific_journal-11730	176	7	differential	differential	ADJ
american_scientific_journal-11730	176	8	privacy	privacy	NOUN
american_scientific_journal-11730	176	9	,	,	PUNCT
american_scientific_journal-11730	176	10	introducing	introduce	VERB
american_scientific_journal-11730	176	11	mathematical	mathematical	ADJ
american_scientific_journal-11730	176	12	noise	noise	NOUN
american_scientific_journal-11730	176	13	to	to	ADP
american_scientific_journal-11730	176	14	the	the	DET
american_scientific_journal-11730	176	15	updates	update	NOUN
american_scientific_journal-11730	176	16	to	to	PART
american_scientific_journal-11730	176	17	further	far	ADV
american_scientific_journal-11730	176	18	anonymize	anonymize	VERB
american_scientific_journal-11730	176	19	contributions	contribution	NOUN
american_scientific_journal-11730	176	20	[	[	X
american_scientific_journal-11730	176	21	10	10	NUM
american_scientific_journal-11730	176	22	]	]	PUNCT
american_scientific_journal-11730	176	23	.	.	PUNCT
american_scientific_journal-11730	177	1	for	for	ADP
american_scientific_journal-11730	177	2	instance	instance	NOUN
american_scientific_journal-11730	177	3	,	,	PUNCT
american_scientific_journal-11730	177	4	google	google	PROPN
american_scientific_journal-11730	177	5	's	's	PART
american_scientific_journal-11730	177	6	gboard	gboard	NOUN
american_scientific_journal-11730	177	7	keyboard	keyboard	NOUN
american_scientific_journal-11730	177	8	leverages	leverage	NOUN
american_scientific_journal-11730	177	9	federated	federated	ADJ
american_scientific_journal-11730	177	10	learning	learning	NOUN
american_scientific_journal-11730	177	11	to	to	PART
american_scientific_journal-11730	177	12	personalize	personalize	VERB
american_scientific_journal-11730	177	13	suggestions	suggestion	NOUN
american_scientific_journal-11730	177	14	without	without	ADP
american_scientific_journal-11730	177	15	compromising	compromise	VERB
american_scientific_journal-11730	177	16	user	user	NOUN
american_scientific_journal-11730	177	17	privacy	privacy	NOUN
american_scientific_journal-11730	178	1	[	[	X
american_scientific_journal-11730	178	2	15	15	NUM
american_scientific_journal-11730	178	3	]	]	PUNCT
american_scientific_journal-11730	178	4	.	.	PUNCT
american_scientific_journal-11730	179	1	we	we	PRON
american_scientific_journal-11730	179	2	can	can	AUX
american_scientific_journal-11730	179	3	see	see	VERB
american_scientific_journal-11730	179	4	practical	practical	ADJ
american_scientific_journal-11730	179	5	uses	use	NOUN
american_scientific_journal-11730	179	6	of	of	ADP
american_scientific_journal-11730	179	7	edge	edge	NOUN
american_scientific_journal-11730	179	8	ai	ai	AUX
american_scientific_journal-11730	179	9	being	be	AUX
american_scientific_journal-11730	179	10	implemented	implement	VERB
american_scientific_journal-11730	179	11	in	in	ADP
american_scientific_journal-11730	179	12	daily	daily	ADJ
american_scientific_journal-11730	179	13	consumer	consumer	NOUN
american_scientific_journal-11730	179	14	applications	application	NOUN
american_scientific_journal-11730	179	15	.	.	PUNCT
american_scientific_journal-11730	180	1	edge	edge	NOUN
american_scientific_journal-11730	180	2	ai	ai	PROPN
american_scientific_journal-11730	180	3	systems	system	NOUN
american_scientific_journal-11730	180	4	share	share	VERB
american_scientific_journal-11730	180	5	some	some	DET
american_scientific_journal-11730	180	6	security	security	NOUN
american_scientific_journal-11730	180	7	concerns	concern	NOUN
american_scientific_journal-11730	180	8	as	as	ADP
american_scientific_journal-11730	180	9	traditional	traditional	ADJ
american_scientific_journal-11730	180	10	computing	computing	NOUN
american_scientific_journal-11730	180	11	systems	system	NOUN
american_scientific_journal-11730	180	12	.	.	PUNCT
american_scientific_journal-11730	181	1	changing	change	VERB
american_scientific_journal-11730	181	2	or	or	CCONJ
american_scientific_journal-11730	181	3	stealing	steal	VERB
american_scientific_journal-11730	181	4	what	what	PRON
american_scientific_journal-11730	181	5	’s	’s	AUX
american_scientific_journal-11730	181	6	stored	store	VERB
american_scientific_journal-11730	181	7	in	in	ADP
american_scientific_journal-11730	181	8	an	an	DET
american_scientific_journal-11730	181	9	edge	edge	NOUN
american_scientific_journal-11730	181	10	device	device	NOUN
american_scientific_journal-11730	181	11	lets	let	VERB
american_scientific_journal-11730	181	12	attackers	attacker	NOUN
american_scientific_journal-11730	181	13	extract	extract	VERB
american_scientific_journal-11730	181	14	the	the	DET
american_scientific_journal-11730	181	15	model	model	NOUN
american_scientific_journal-11730	181	16	and	and	CCONJ
american_scientific_journal-11730	181	17	carry	carry	VERB
american_scientific_journal-11730	181	18	out	out	ADP
american_scientific_journal-11730	181	19	adversarial	adversarial	ADJ
american_scientific_journal-11730	181	20	attacks	attack	NOUN
american_scientific_journal-11730	181	21	or	or	CCONJ
american_scientific_journal-11730	181	22	poison	poison	VERB
american_scientific_journal-11730	181	23	the	the	DET
american_scientific_journal-11730	181	24	data	datum	NOUN
american_scientific_journal-11730	181	25	being	be	AUX
american_scientific_journal-11730	181	26	used	use	VERB
american_scientific_journal-11730	181	27	for	for	ADP
american_scientific_journal-11730	181	28	inference	inference	NOUN
american_scientific_journal-11730	181	29	.	.	PUNCT
american_scientific_journal-11730	182	1	attackers	attacker	NOUN
american_scientific_journal-11730	182	2	are	be	AUX
american_scientific_journal-11730	182	3	able	able	ADJ
american_scientific_journal-11730	182	4	to	to	PART
american_scientific_journal-11730	182	5	modify	modify	VERB
american_scientific_journal-11730	182	6	the	the	DET
american_scientific_journal-11730	182	7	inference	inference	NOUN
american_scientific_journal-11730	182	8	operation	operation	NOUN
american_scientific_journal-11730	182	9	by	by	ADP
american_scientific_journal-11730	182	10	accessing	access	VERB
american_scientific_journal-11730	182	11	the	the	DET
american_scientific_journal-11730	182	12	devices	device	NOUN
american_scientific_journal-11730	182	13	’	'	PUNCT
american_scientific_journal-11730	182	14	memory	memory	NOUN
american_scientific_journal-11730	182	15	and	and	CCONJ
american_scientific_journal-11730	182	16	gaining	gain	VERB
american_scientific_journal-11730	182	17	control	control	NOUN
american_scientific_journal-11730	182	18	of	of	ADP
american_scientific_journal-11730	182	19	the	the	DET
american_scientific_journal-11730	182	20	entire	entire	ADJ
american_scientific_journal-11730	182	21	inference	inference	NOUN
american_scientific_journal-11730	182	22	procedure	procedure	NOUN
american_scientific_journal-11730	182	23	.	.	PUNCT
american_scientific_journal-11730	183	1	in	in	ADP
american_scientific_journal-11730	183	2	autonomous	autonomous	ADJ
american_scientific_journal-11730	183	3	vehicles	vehicle	NOUN
american_scientific_journal-11730	183	4	,	,	PUNCT
american_scientific_journal-11730	183	5	examples	example	NOUN
american_scientific_journal-11730	183	6	of	of	ADP
american_scientific_journal-11730	183	7	such	such	ADJ
american_scientific_journal-11730	183	8	adversarial	adversarial	ADJ
american_scientific_journal-11730	183	9	attacks	attack	NOUN
american_scientific_journal-11730	183	10	could	could	AUX
american_scientific_journal-11730	183	11	fool	fool	VERB
american_scientific_journal-11730	183	12	the	the	DET
american_scientific_journal-11730	183	13	models	model	NOUN
american_scientific_journal-11730	183	14	into	into	ADP
american_scientific_journal-11730	183	15	misidentifying	misidentify	VERB
american_scientific_journal-11730	183	16	stop	stop	NOUN
american_scientific_journal-11730	183	17	signs	sign	NOUN
american_scientific_journal-11730	183	18	or	or	CCONJ
american_scientific_journal-11730	183	19	road	road	NOUN
american_scientific_journal-11730	183	20	markings	marking	NOUN
american_scientific_journal-11730	183	21	and	and	CCONJ
american_scientific_journal-11730	183	22	,	,	PUNCT
american_scientific_journal-11730	183	23	thereby	thereby	ADV
american_scientific_journal-11730	183	24	,	,	PUNCT
american_scientific_journal-11730	183	25	have	have	VERB
american_scientific_journal-11730	183	26	potentially	potentially	ADV
american_scientific_journal-11730	183	27	fatal	fatal	ADJ
american_scientific_journal-11730	183	28	consequences	consequence	NOUN
american_scientific_journal-11730	183	29	.	.	PUNCT
american_scientific_journal-11730	184	1	in	in	ADP
american_scientific_journal-11730	184	2	addition	addition	NOUN
american_scientific_journal-11730	184	3	,	,	PUNCT
american_scientific_journal-11730	184	4	edge	edge	NOUN
american_scientific_journal-11730	184	5	devices	device	NOUN
american_scientific_journal-11730	184	6	that	that	PRON
american_scientific_journal-11730	184	7	are	be	AUX
american_scientific_journal-11730	184	8	not	not	PART
american_scientific_journal-11730	184	9	well	well	ADV
american_scientific_journal-11730	184	10	maintained	maintain	VERB
american_scientific_journal-11730	184	11	through	through	ADP
american_scientific_journal-11730	184	12	updates	update	NOUN
american_scientific_journal-11730	184	13	or	or	CCONJ
american_scientific_journal-11730	184	14	patches	patch	NOUN
american_scientific_journal-11730	184	15	can	can	AUX
american_scientific_journal-11730	184	16	,	,	PUNCT
american_scientific_journal-11730	184	17	for	for	ADP
american_scientific_journal-11730	184	18	a	a	DET
american_scientific_journal-11730	184	19	long	long	ADJ
american_scientific_journal-11730	184	20	time	time	NOUN
american_scientific_journal-11730	184	21	,	,	PUNCT
american_scientific_journal-11730	184	22	accrue	accrue	ADJ
american_scientific_journal-11730	184	23	vulnerabilities	vulnerability	NOUN
american_scientific_journal-11730	184	24	that	that	PRON
american_scientific_journal-11730	184	25	make	make	VERB
american_scientific_journal-11730	184	26	them	they	PRON
american_scientific_journal-11730	184	27	target	target	VERB
american_scientific_journal-11730	184	28	objects	object	NOUN
american_scientific_journal-11730	184	29	of	of	ADP
american_scientific_journal-11730	184	30	cyberattacks	cyberattack	NOUN
american_scientific_journal-11730	184	31	.	.	PUNCT
american_scientific_journal-11730	185	1	researchers	researcher	NOUN
american_scientific_journal-11730	185	2	and	and	CCONJ
american_scientific_journal-11730	185	3	industry	industry	NOUN
american_scientific_journal-11730	185	4	practitioners	practitioner	NOUN
american_scientific_journal-11730	185	5	are	be	AUX
american_scientific_journal-11730	185	6	creating	create	VERB
american_scientific_journal-11730	185	7	sturdy	sturdy	ADJ
american_scientific_journal-11730	185	8	security	security	NOUN
american_scientific_journal-11730	185	9	mechanisms	mechanism	NOUN
american_scientific_journal-11730	185	10	for	for	ADP
american_scientific_journal-11730	185	11	edge	edge	NOUN
american_scientific_journal-11730	185	12	deployment	deployment	NOUN
american_scientific_journal-11730	185	13	to	to	PART
american_scientific_journal-11730	185	14	reverse	reverse	VERB
american_scientific_journal-11730	185	15	these	these	DET
american_scientific_journal-11730	185	16	threats	threat	NOUN
american_scientific_journal-11730	185	17	.	.	PUNCT
american_scientific_journal-11730	186	1	these	these	PRON
american_scientific_journal-11730	186	2	are	be	AUX
american_scientific_journal-11730	186	3	secure	secure	ADJ
american_scientific_journal-11730	186	4	boot	boot	NOUN
american_scientific_journal-11730	186	5	processes	process	NOUN
american_scientific_journal-11730	186	6	,	,	PUNCT
american_scientific_journal-11730	186	7	hardware	hardware	NOUN
american_scientific_journal-11730	186	8	trusted	trust	VERB
american_scientific_journal-11730	186	9	execution	execution	NOUN
american_scientific_journal-11730	186	10	environments	environment	NOUN
american_scientific_journal-11730	186	11	(	(	PUNCT
american_scientific_journal-11730	186	12	tees	tee	NOUN
american_scientific_journal-11730	186	13	)	)	PUNCT
american_scientific_journal-11730	186	14	,	,	PUNCT
american_scientific_journal-11730	186	15	encrypted	encrypt	VERB
american_scientific_journal-11730	186	16	model	model	NOUN
american_scientific_journal-11730	186	17	storage	storage	NOUN
american_scientific_journal-11730	186	18	,	,	PUNCT
american_scientific_journal-11730	186	19	and	and	CCONJ
american_scientific_journal-11730	186	20	anomaly	anomaly	NOUN
american_scientific_journal-11730	186	21	detection	detection	NOUN
american_scientific_journal-11730	186	22	during	during	ADP
american_scientific_journal-11730	186	23	runtime	runtime	NOUN
american_scientific_journal-11730	186	24	.	.	PUNCT
american_scientific_journal-11730	187	1	solutions	solution	NOUN
american_scientific_journal-11730	187	2	such	such	ADJ
american_scientific_journal-11730	187	3	as	as	ADP
american_scientific_journal-11730	187	4	homomorphic	homomorphic	ADJ
american_scientific_journal-11730	187	5	encryption	encryption	NOUN
american_scientific_journal-11730	187	6	and	and	CCONJ
american_scientific_journal-11730	187	7	secure	secure	ADJ
american_scientific_journal-11730	187	8	multiparty	multiparty	ADJ
american_scientific_journal-11730	187	9	computation	computation	NOUN
american_scientific_journal-11730	187	10	are	be	AUX
american_scientific_journal-11730	187	11	also	also	ADV
american_scientific_journal-11730	187	12	being	be	AUX
american_scientific_journal-11730	187	13	developed	develop	VERB
american_scientific_journal-11730	187	14	to	to	PART
american_scientific_journal-11730	187	15	allow	allow	VERB
american_scientific_journal-11730	187	16	computations	computation	NOUN
american_scientific_journal-11730	187	17	while	while	SCONJ
american_scientific_journal-11730	187	18	encrypting	encrypt	VERB
american_scientific_journal-11730	187	19	data	datum	NOUN
american_scientific_journal-11730	187	20	without	without	ADP
american_scientific_journal-11730	187	21	being	be	AUX
american_scientific_journal-11730	187	22	able	able	ADJ
american_scientific_journal-11730	187	23	to	to	PART
american_scientific_journal-11730	187	24	see	see	VERB
american_scientific_journal-11730	187	25	the	the	DET
american_scientific_journal-11730	187	26	content	content	NOUN
american_scientific_journal-11730	187	27	it	it	PRON
american_scientific_journal-11730	187	28	contains	contain	VERB
american_scientific_journal-11730	187	29	.	.	PUNCT
american_scientific_journal-11730	188	1	furthermore	furthermore	ADV
american_scientific_journal-11730	188	2	,	,	PUNCT
american_scientific_journal-11730	188	3	ongoing	ongoing	ADJ
american_scientific_journal-11730	188	4	integrity	integrity	NOUN
american_scientific_journal-11730	188	5	tests	test	NOUN
american_scientific_journal-11730	188	6	and	and	CCONJ
american_scientific_journal-11730	188	7	on	on	ADP
american_scientific_journal-11730	188	8	-	-	PUNCT
american_scientific_journal-11730	188	9	device	device	NOUN
american_scientific_journal-11730	188	10	ai	ai	NOUN
american_scientific_journal-11730	188	11	watchdogs	watchdog	NOUN
american_scientific_journal-11730	188	12	can	can	AUX
american_scientific_journal-11730	188	13	pinpoint	pinpoint	VERB
american_scientific_journal-11730	188	14	odd	odd	ADJ
american_scientific_journal-11730	188	15	behavior	behavior	NOUN
american_scientific_journal-11730	188	16	and	and	CCONJ
american_scientific_journal-11730	188	17	implement	implement	VERB
american_scientific_journal-11730	188	18	self	self	NOUN
american_scientific_journal-11730	188	19	-	-	PUNCT
american_scientific_journal-11730	188	20	isolation	isolation	NOUN
american_scientific_journal-11730	188	21	procedures	procedure	NOUN
american_scientific_journal-11730	188	22	in	in	ADP
american_scientific_journal-11730	188	23	corrupted	corrupted	ADJ
american_scientific_journal-11730	188	24	devices	device	NOUN
american_scientific_journal-11730	188	25	[	[	X
american_scientific_journal-11730	188	26	17	17	NUM
american_scientific_journal-11730	188	27	]	]	PUNCT
american_scientific_journal-11730	188	28	.	.	PUNCT
american_scientific_journal-11730	189	1	the	the	DET
american_scientific_journal-11730	189	2	manufacturers	manufacturer	NOUN
american_scientific_journal-11730	189	3	also	also	ADV
american_scientific_journal-11730	189	4	incorporate	incorporate	VERB
american_scientific_journal-11730	189	5	physically	physically	ADV
american_scientific_journal-11730	189	6	unclonable	unclonable	ADJ
american_scientific_journal-11730	189	7	functions	function	NOUN
american_scientific_journal-11730	189	8	(	(	PUNCT
american_scientific_journal-11730	189	9	pufs	pufs	ADJ
american_scientific_journal-11730	189	10	)	)	PUNCT
american_scientific_journal-11730	189	11	in	in	ADP
american_scientific_journal-11730	189	12	the	the	DET
american_scientific_journal-11730	189	13	edge	edge	NOUN
american_scientific_journal-11730	189	14	hardware	hardware	NOUN
american_scientific_journal-11730	189	15	to	to	PART
american_scientific_journal-11730	189	16	offer	offer	VERB
american_scientific_journal-11730	189	17	tamper	tamper	ADV
american_scientific_journal-11730	189	18	-	-	PUNCT
american_scientific_journal-11730	189	19	proofed	proof	VERB
american_scientific_journal-11730	189	20	identities	identity	NOUN
american_scientific_journal-11730	189	21	and	and	CCONJ
american_scientific_journal-11730	189	22	secure	secure	ADJ
american_scientific_journal-11730	189	23	authentication	authentication	NOUN
american_scientific_journal-11730	189	24	.	.	PUNCT
american_scientific_journal-11730	190	1	american	american	ADJ
american_scientific_journal-11730	190	2	academic	academic	ADJ
american_scientific_journal-11730	190	3	scientific	scientific	ADJ
american_scientific_journal-11730	190	4	research	research	NOUN
american_scientific_journal-11730	190	5	journal	journal	NOUN
american_scientific_journal-11730	190	6	for	for	ADP
american_scientific_journal-11730	190	7	engineering	engineering	NOUN
american_scientific_journal-11730	190	8	,	,	PUNCT
american_scientific_journal-11730	190	9	technology	technology	NOUN
american_scientific_journal-11730	190	10	,	,	PUNCT
american_scientific_journal-11730	190	11	and	and	CCONJ
american_scientific_journal-11730	190	12	sciences	science	NOUN
american_scientific_journal-11730	190	13	(	(	PUNCT
american_scientific_journal-11730	190	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	190	15	)	)	PUNCT
american_scientific_journal-11730	190	16	volume	volume	NOUN
american_scientific_journal-11730	190	17	102	102	NUM
american_scientific_journal-11730	190	18	,	,	PUNCT
american_scientific_journal-11730	190	19	no	no	DET
american_scientific_journal-11730	190	20	1	1	NUM
american_scientific_journal-11730	190	21	,	,	PUNCT
american_scientific_journal-11730	190	22	pp	pp	ADV
american_scientific_journal-11730	190	23	227	227	NUM
american_scientific_journal-11730	190	24	-	-	SYM
american_scientific_journal-11730	190	25	248	248	NUM
american_scientific_journal-11730	190	26	236	236	NUM
american_scientific_journal-11730	190	27	concerns	concern	NOUN
american_scientific_journal-11730	190	28	of	of	ADP
american_scientific_journal-11730	190	29	an	an	DET
american_scientific_journal-11730	190	30	ethical	ethical	ADJ
american_scientific_journal-11730	190	31	nature	nature	NOUN
american_scientific_journal-11730	190	32	are	be	AUX
american_scientific_journal-11730	190	33	important	important	ADJ
american_scientific_journal-11730	190	34	in	in	ADP
american_scientific_journal-11730	190	35	terms	term	NOUN
american_scientific_journal-11730	190	36	of	of	ADP
american_scientific_journal-11730	190	37	a	a	DET
american_scientific_journal-11730	190	38	responsible	responsible	ADJ
american_scientific_journal-11730	190	39	ai	ai	NOUN
american_scientific_journal-11730	190	40	deployment	deployment	NOUN
american_scientific_journal-11730	190	41	at	at	ADP
american_scientific_journal-11730	190	42	the	the	DET
american_scientific_journal-11730	190	43	edge	edge	NOUN
american_scientific_journal-11730	190	44	.	.	PUNCT
american_scientific_journal-11730	191	1	algorithm	algorithm	NOUN
american_scientific_journal-11730	191	2	bias	bias	NOUN
american_scientific_journal-11730	191	3	is	be	AUX
american_scientific_journal-11730	191	4	one	one	NUM
american_scientific_journal-11730	191	5	of	of	ADP
american_scientific_journal-11730	191	6	the	the	DET
american_scientific_journal-11730	191	7	issues	issue	NOUN
american_scientific_journal-11730	191	8	in	in	ADP
american_scientific_journal-11730	191	9	which	which	PRON
american_scientific_journal-11730	191	10	the	the	DET
american_scientific_journal-11730	191	11	choice	choice	NOUN
american_scientific_journal-11730	191	12	of	of	ADP
american_scientific_journal-11730	191	13	an	an	DET
american_scientific_journal-11730	191	14	ml	ml	NOUN
american_scientific_journal-11730	191	15	model	model	NOUN
american_scientific_journal-11730	191	16	has	have	VERB
american_scientific_journal-11730	191	17	disparate	disparate	ADJ
american_scientific_journal-11730	191	18	effects	effect	NOUN
american_scientific_journal-11730	191	19	on	on	ADP
american_scientific_journal-11730	191	20	the	the	DET
american_scientific_journal-11730	191	21	demographics	demographic	NOUN
american_scientific_journal-11730	191	22	.	.	PUNCT
american_scientific_journal-11730	192	1	edge	edge	NOUN
american_scientific_journal-11730	192	2	ai	ai	VERB
american_scientific_journal-11730	192	3	applications	application	NOUN
american_scientific_journal-11730	192	4	in	in	ADP
american_scientific_journal-11730	192	5	law	law	NOUN
american_scientific_journal-11730	192	6	enforcement	enforcement	NOUN
american_scientific_journal-11730	192	7	,	,	PUNCT
american_scientific_journal-11730	192	8	healthcare	healthcare	PROPN
american_scientific_journal-11730	192	9	,	,	PUNCT
american_scientific_journal-11730	192	10	or	or	CCONJ
american_scientific_journal-11730	192	11	hiring	hiring	NOUN
american_scientific_journal-11730	192	12	must	must	AUX
american_scientific_journal-11730	192	13	be	be	AUX
american_scientific_journal-11730	192	14	audited	audit	VERB
american_scientific_journal-11730	192	15	for	for	ADP
american_scientific_journal-11730	192	16	fairness	fairness	NOUN
american_scientific_journal-11730	192	17	and	and	CCONJ
american_scientific_journal-11730	192	18	transparency	transparency	NOUN
american_scientific_journal-11730	192	19	.	.	PUNCT
american_scientific_journal-11730	193	1	because	because	SCONJ
american_scientific_journal-11730	193	2	of	of	ADP
american_scientific_journal-11730	193	3	the	the	DET
american_scientific_journal-11730	193	4	decentralized	decentralized	ADJ
american_scientific_journal-11730	193	5	nature	nature	NOUN
american_scientific_journal-11730	193	6	of	of	ADP
american_scientific_journal-11730	193	7	the	the	DET
american_scientific_journal-11730	193	8	edge	edge	NOUN
american_scientific_journal-11730	193	9	systems	system	NOUN
american_scientific_journal-11730	193	10	,	,	PUNCT
american_scientific_journal-11730	193	11	the	the	DET
american_scientific_journal-11730	193	12	implementation	implementation	NOUN
american_scientific_journal-11730	193	13	of	of	ADP
american_scientific_journal-11730	193	14	governance	governance	NOUN
american_scientific_journal-11730	193	15	standards	standard	NOUN
american_scientific_journal-11730	193	16	is	be	AUX
american_scientific_journal-11730	193	17	more	more	ADV
american_scientific_journal-11730	193	18	complicated	complicated	ADJ
american_scientific_journal-11730	193	19	than	than	ADP
american_scientific_journal-11730	193	20	ever	ever	ADV
american_scientific_journal-11730	193	21	before	before	ADV
american_scientific_journal-11730	193	22	.	.	PUNCT
american_scientific_journal-11730	194	1	for	for	ADP
american_scientific_journal-11730	194	2	effective	effective	ADJ
american_scientific_journal-11730	194	3	local	local	ADJ
american_scientific_journal-11730	194	4	decision	decision	NOUN
american_scientific_journal-11730	194	5	-	-	PUNCT
american_scientific_journal-11730	194	6	making	making	NOUN
american_scientific_journal-11730	194	7	to	to	PART
american_scientific_journal-11730	194	8	be	be	AUX
american_scientific_journal-11730	194	9	compatible	compatible	ADJ
american_scientific_journal-11730	194	10	with	with	ADP
american_scientific_journal-11730	194	11	global	global	ADJ
american_scientific_journal-11730	194	12	ethics	ethic	NOUN
american_scientific_journal-11730	194	13	,	,	PUNCT
american_scientific_journal-11730	194	14	well	well	ADV
american_scientific_journal-11730	194	15	-	-	PUNCT
american_scientific_journal-11730	194	16	made	make	VERB
american_scientific_journal-11730	194	17	monitoring	monitoring	NOUN
american_scientific_journal-11730	194	18	and	and	CCONJ
american_scientific_journal-11730	194	19	accountability	accountability	NOUN
american_scientific_journal-11730	194	20	mechanisms	mechanism	NOUN
american_scientific_journal-11730	194	21	are	be	AUX
american_scientific_journal-11730	194	22	needed	need	VERB
american_scientific_journal-11730	194	23	[	[	PUNCT
american_scientific_journal-11730	194	24	2	2	NUM
american_scientific_journal-11730	194	25	]	]	PUNCT
american_scientific_journal-11730	194	26	.	.	PUNCT
american_scientific_journal-11730	195	1	some	some	PRON
american_scientific_journal-11730	195	2	of	of	ADP
american_scientific_journal-11730	195	3	the	the	DET
american_scientific_journal-11730	195	4	research	research	NOUN
american_scientific_journal-11730	195	5	works	work	NOUN
american_scientific_journal-11730	195	6	include	include	VERB
american_scientific_journal-11730	195	7	distributed	distribute	VERB
american_scientific_journal-11730	195	8	audit	audit	NOUN
american_scientific_journal-11730	195	9	logs	log	NOUN
american_scientific_journal-11730	195	10	and	and	CCONJ
american_scientific_journal-11730	195	11	blockchain	blockchain	NOUN
american_scientific_journal-11730	195	12	-	-	PUNCT
american_scientific_journal-11730	195	13	based	base	VERB
american_scientific_journal-11730	195	14	attestation	attestation	NOUN
american_scientific_journal-11730	195	15	to	to	PART
american_scientific_journal-11730	195	16	improve	improve	VERB
american_scientific_journal-11730	195	17	traceability	traceability	NOUN
american_scientific_journal-11730	195	18	and	and	CCONJ
american_scientific_journal-11730	195	19	accountability	accountability	NOUN
american_scientific_journal-11730	195	20	within	within	ADP
american_scientific_journal-11730	195	21	the	the	DET
american_scientific_journal-11730	195	22	edge	edge	NOUN
american_scientific_journal-11730	195	23	environment	environment	NOUN
american_scientific_journal-11730	195	24	.	.	PUNCT
american_scientific_journal-11730	196	1	transparency	transparency	NOUN
american_scientific_journal-11730	196	2	and	and	CCONJ
american_scientific_journal-11730	196	3	explainability	explainability	NOUN
american_scientific_journal-11730	196	4	also	also	ADV
american_scientific_journal-11730	196	5	are	be	AUX
american_scientific_journal-11730	196	6	important	important	ADJ
american_scientific_journal-11730	196	7	,	,	PUNCT
american_scientific_journal-11730	196	8	particularly	particularly	ADV
american_scientific_journal-11730	196	9	when	when	SCONJ
american_scientific_journal-11730	196	10	considering	consider	VERB
american_scientific_journal-11730	196	11	safety	safety	NOUN
american_scientific_journal-11730	196	12	-	-	PUNCT
american_scientific_journal-11730	196	13	critical	critical	ADJ
american_scientific_journal-11730	196	14	areas	area	NOUN
american_scientific_journal-11730	196	15	.	.	PUNCT
american_scientific_journal-11730	197	1	users	user	NOUN
american_scientific_journal-11730	197	2	must	must	AUX
american_scientific_journal-11730	197	3	understand	understand	VERB
american_scientific_journal-11730	197	4	the	the	DET
american_scientific_journal-11730	197	5	reasoning	reasoning	NOUN
american_scientific_journal-11730	197	6	behind	behind	ADP
american_scientific_journal-11730	197	7	edge	edge	NOUN
american_scientific_journal-11730	197	8	-	-	PUNCT
american_scientific_journal-11730	197	9	based	base	VERB
american_scientific_journal-11730	197	10	systems	system	NOUN
american_scientific_journal-11730	197	11	'	'	PART
american_scientific_journal-11730	197	12	decisions	decision	NOUN
american_scientific_journal-11730	197	13	,	,	PUNCT
american_scientific_journal-11730	197	14	especially	especially	ADV
american_scientific_journal-11730	197	15	when	when	SCONJ
american_scientific_journal-11730	197	16	those	those	DET
american_scientific_journal-11730	197	17	decisions	decision	NOUN
american_scientific_journal-11730	197	18	are	be	AUX
american_scientific_journal-11730	197	19	of	of	ADP
american_scientific_journal-11730	197	20	a	a	DET
american_scientific_journal-11730	197	21	legal	legal	ADJ
american_scientific_journal-11730	197	22	or	or	CCONJ
american_scientific_journal-11730	197	23	medical	medical	ADJ
american_scientific_journal-11730	197	24	nature	nature	NOUN
american_scientific_journal-11730	197	25	.	.	PUNCT
american_scientific_journal-11730	198	1	exploring	explore	VERB
american_scientific_journal-11730	198	2	it	it	PRON
american_scientific_journal-11730	198	3	to	to	PART
american_scientific_journal-11730	198	4	develop	develop	VERB
american_scientific_journal-11730	198	5	interpretable	interpretable	ADJ
american_scientific_journal-11730	198	6	ai	ai	NOUN
american_scientific_journal-11730	198	7	models	model	NOUN
american_scientific_journal-11730	198	8	,	,	PUNCT
american_scientific_journal-11730	198	9	for	for	ADP
american_scientific_journal-11730	198	10	instance	instance	NOUN
american_scientific_journal-11730	198	11	,	,	PUNCT
american_scientific_journal-11730	198	12	models	model	NOUN
american_scientific_journal-11730	198	13	based	base	VERB
american_scientific_journal-11730	198	14	on	on	ADP
american_scientific_journal-11730	198	15	attention	attention	NOUN
american_scientific_journal-11730	198	16	mechanisms	mechanism	NOUN
american_scientific_journal-11730	198	17	or	or	CCONJ
american_scientific_journal-11730	198	18	decision	decision	NOUN
american_scientific_journal-11730	198	19	trees	tree	NOUN
american_scientific_journal-11730	198	20	,	,	PUNCT
american_scientific_journal-11730	198	21	is	be	AUX
american_scientific_journal-11730	198	22	growing	grow	VERB
american_scientific_journal-11730	198	23	in	in	ADP
american_scientific_journal-11730	198	24	importance	importance	NOUN
american_scientific_journal-11730	198	25	for	for	ADP
american_scientific_journal-11730	198	26	on	on	ADP
american_scientific_journal-11730	198	27	-	-	PUNCT
american_scientific_journal-11730	198	28	device	device	NOUN
american_scientific_journal-11730	198	29	tasks	task	NOUN
american_scientific_journal-11730	198	30	.	.	PUNCT
american_scientific_journal-11730	199	1	edge	edge	NOUN
american_scientific_journal-11730	199	2	-	-	PUNCT
american_scientific_journal-11730	199	3	oriented	orient	VERB
american_scientific_journal-11730	199	4	explainability	explainability	NOUN
american_scientific_journal-11730	199	5	tools	tool	NOUN
american_scientific_journal-11730	199	6	are	be	AUX
american_scientific_journal-11730	199	7	being	be	AUX
american_scientific_journal-11730	199	8	developed	develop	VERB
american_scientific_journal-11730	199	9	while	while	SCONJ
american_scientific_journal-11730	199	10	keeping	keep	VERB
american_scientific_journal-11730	199	11	transparency	transparency	NOUN
american_scientific_journal-11730	199	12	and	and	CCONJ
american_scientific_journal-11730	199	13	at	at	ADP
american_scientific_journal-11730	199	14	the	the	DET
american_scientific_journal-11730	199	15	expense	expense	NOUN
american_scientific_journal-11730	199	16	of	of	ADP
american_scientific_journal-11730	199	17	performance	performance	NOUN
american_scientific_journal-11730	199	18	[	[	X
american_scientific_journal-11730	199	19	17	17	NUM
american_scientific_journal-11730	199	20	]	]	PUNCT
american_scientific_journal-11730	199	21	.	.	PUNCT
american_scientific_journal-11730	200	1	these	these	DET
american_scientific_journal-11730	200	2	lightweight	lightweight	ADJ
american_scientific_journal-11730	200	3	saliency	saliency	NOUN
american_scientific_journal-11730	200	4	maps	map	NOUN
american_scientific_journal-11730	200	5	and	and	CCONJ
american_scientific_journal-11730	200	6	model	model	ADJ
american_scientific_journal-11730	200	7	-	-	ADJ
american_scientific_journal-11730	200	8	agnostic	agnostic	ADJ
american_scientific_journal-11730	200	9	explanation	explanation	NOUN
american_scientific_journal-11730	200	10	methods	method	NOUN
american_scientific_journal-11730	200	11	can	can	AUX
american_scientific_journal-11730	200	12	run	run	VERB
american_scientific_journal-11730	200	13	efficiently	efficiently	ADV
american_scientific_journal-11730	200	14	on	on	ADP
american_scientific_journal-11730	200	15	embedded	embed	VERB
american_scientific_journal-11730	200	16	processors	processor	NOUN
american_scientific_journal-11730	200	17	.	.	PUNCT
american_scientific_journal-11730	201	1	edge	edge	NOUN
american_scientific_journal-11730	201	2	ai	ai	AUX
american_scientific_journal-11730	201	3	also	also	ADV
american_scientific_journal-11730	201	4	raises	raise	VERB
american_scientific_journal-11730	201	5	questions	question	NOUN
american_scientific_journal-11730	201	6	about	about	ADP
american_scientific_journal-11730	201	7	data	datum	NOUN
american_scientific_journal-11730	201	8	ownership	ownership	NOUN
american_scientific_journal-11730	201	9	and	and	CCONJ
american_scientific_journal-11730	201	10	consent	consent	NOUN
american_scientific_journal-11730	201	11	.	.	PUNCT
american_scientific_journal-11730	202	1	since	since	SCONJ
american_scientific_journal-11730	202	2	devices	device	NOUN
american_scientific_journal-11730	202	3	gather	gather	VERB
american_scientific_journal-11730	202	4	and	and	CCONJ
american_scientific_journal-11730	202	5	analyze	analyze	VERB
american_scientific_journal-11730	202	6	personal	personal	ADJ
american_scientific_journal-11730	202	7	information	information	NOUN
american_scientific_journal-11730	202	8	in	in	ADP
american_scientific_journal-11730	202	9	real	real	ADJ
american_scientific_journal-11730	202	10	-	-	PUNCT
american_scientific_journal-11730	202	11	time	time	NOUN
american_scientific_journal-11730	202	12	,	,	PUNCT
american_scientific_journal-11730	202	13	users	user	NOUN
american_scientific_journal-11730	202	14	should	should	AUX
american_scientific_journal-11730	202	15	be	be	AUX
american_scientific_journal-11730	202	16	aware	aware	ADJ
american_scientific_journal-11730	202	17	of	of	ADP
american_scientific_journal-11730	202	18	the	the	DET
american_scientific_journal-11730	202	19	data	datum	NOUN
american_scientific_journal-11730	202	20	used	use	VERB
american_scientific_journal-11730	202	21	and	and	CCONJ
american_scientific_journal-11730	202	22	how	how	SCONJ
american_scientific_journal-11730	202	23	it	it	PRON
american_scientific_journal-11730	202	24	affects	affect	VERB
american_scientific_journal-11730	202	25	model	model	NOUN
american_scientific_journal-11730	202	26	behavior	behavior	NOUN
american_scientific_journal-11730	202	27	.	.	PUNCT
american_scientific_journal-11730	203	1	this	this	PRON
american_scientific_journal-11730	203	2	is	be	AUX
american_scientific_journal-11730	203	3	particularly	particularly	ADV
american_scientific_journal-11730	203	4	relevant	relevant	ADJ
american_scientific_journal-11730	203	5	in	in	ADP
american_scientific_journal-11730	203	6	federated	federated	ADJ
american_scientific_journal-11730	203	7	learning	learn	VERB
american_scientific_journal-11730	203	8	contexts	contexts	NOUN
american_scientific_journal-11730	203	9	,	,	PUNCT
american_scientific_journal-11730	203	10	where	where	SCONJ
american_scientific_journal-11730	203	11	user	user	NOUN
american_scientific_journal-11730	203	12	devices	device	NOUN
american_scientific_journal-11730	203	13	contribute	contribute	VERB
american_scientific_journal-11730	203	14	to	to	ADP
american_scientific_journal-11730	203	15	model	model	NOUN
american_scientific_journal-11730	203	16	training	training	NOUN
american_scientific_journal-11730	203	17	indirectly	indirectly	ADV
american_scientific_journal-11730	203	18	.	.	PUNCT
american_scientific_journal-11730	204	1	to	to	PART
american_scientific_journal-11730	204	2	ensure	ensure	VERB
american_scientific_journal-11730	204	3	informed	informed	ADJ
american_scientific_journal-11730	204	4	consent	consent	NOUN
american_scientific_journal-11730	204	5	and	and	CCONJ
american_scientific_journal-11730	204	6	trust	trust	NOUN
american_scientific_journal-11730	204	7	among	among	ADP
american_scientific_journal-11730	204	8	the	the	DET
american_scientific_journal-11730	204	9	public	public	NOUN
american_scientific_journal-11730	204	10	,	,	PUNCT
american_scientific_journal-11730	204	11	offering	offer	VERB
american_scientific_journal-11730	204	12	clear	clear	ADJ
american_scientific_journal-11730	204	13	user	user	NOUN
american_scientific_journal-11730	204	14	interfaces	interface	NOUN
american_scientific_journal-11730	204	15	and	and	CCONJ
american_scientific_journal-11730	204	16	opting	opt	VERB
american_scientific_journal-11730	204	17	mechanisms	mechanism	NOUN
american_scientific_journal-11730	204	18	is	be	AUX
american_scientific_journal-11730	204	19	necessary	necessary	ADJ
american_scientific_journal-11730	204	20	[	[	X
american_scientific_journal-11730	204	21	15	15	NUM
american_scientific_journal-11730	204	22	]	]	PUNCT
american_scientific_journal-11730	204	23	.	.	PUNCT
american_scientific_journal-11730	205	1	regulatory	regulatory	ADJ
american_scientific_journal-11730	205	2	proposals	proposal	NOUN
american_scientific_journal-11730	205	3	are	be	AUX
american_scientific_journal-11730	205	4	now	now	ADV
american_scientific_journal-11730	205	5	examining	examine	VERB
american_scientific_journal-11730	205	6	personal	personal	ADJ
american_scientific_journal-11730	205	7	ai	ai	PROPN
american_scientific_journal-11730	205	8	agents	agent	NOUN
american_scientific_journal-11730	205	9	capable	capable	ADJ
american_scientific_journal-11730	205	10	of	of	ADP
american_scientific_journal-11730	205	11	regulating	regulate	VERB
american_scientific_journal-11730	205	12	the	the	DET
american_scientific_journal-11730	205	13	consent	consent	NOUN
american_scientific_journal-11730	205	14	of	of	ADP
american_scientific_journal-11730	205	15	users	user	NOUN
american_scientific_journal-11730	205	16	and	and	CCONJ
american_scientific_journal-11730	205	17	bargaining	bargain	VERB
american_scientific_journal-11730	205	18	in	in	ADP
american_scientific_journal-11730	205	19	terms	term	NOUN
american_scientific_journal-11730	205	20	of	of	ADP
american_scientific_journal-11730	205	21	data	datum	NOUN
american_scientific_journal-11730	205	22	sharing	share	VERB
american_scientific_journal-11730	205	23	on	on	ADP
american_scientific_journal-11730	205	24	their	their	PRON
american_scientific_journal-11730	205	25	behalf	behalf	NOUN
american_scientific_journal-11730	205	26	.	.	PUNCT
american_scientific_journal-11730	206	1	from	from	ADP
american_scientific_journal-11730	206	2	a	a	DET
american_scientific_journal-11730	206	3	legal	legal	ADJ
american_scientific_journal-11730	206	4	and	and	CCONJ
american_scientific_journal-11730	206	5	policy	policy	NOUN
american_scientific_journal-11730	206	6	perspective	perspective	NOUN
american_scientific_journal-11730	206	7	,	,	PUNCT
american_scientific_journal-11730	206	8	edge	edge	NOUN
american_scientific_journal-11730	206	9	ai	ai	VERB
american_scientific_journal-11730	206	10	sits	sit	NOUN
american_scientific_journal-11730	206	11	at	at	ADP
american_scientific_journal-11730	206	12	the	the	DET
american_scientific_journal-11730	206	13	intersection	intersection	NOUN
american_scientific_journal-11730	206	14	of	of	ADP
american_scientific_journal-11730	206	15	emerging	emerge	VERB
american_scientific_journal-11730	206	16	regulatory	regulatory	ADJ
american_scientific_journal-11730	206	17	frameworks	framework	NOUN
american_scientific_journal-11730	206	18	.	.	PUNCT
american_scientific_journal-11730	207	1	governments	government	NOUN
american_scientific_journal-11730	207	2	and	and	CCONJ
american_scientific_journal-11730	207	3	standards	standard	NOUN
american_scientific_journal-11730	207	4	bodies	body	NOUN
american_scientific_journal-11730	207	5	are	be	AUX
american_scientific_journal-11730	207	6	devising	devise	VERB
american_scientific_journal-11730	207	7	regulations	regulation	NOUN
american_scientific_journal-11730	207	8	focusing	focus	VERB
american_scientific_journal-11730	207	9	on	on	ADP
american_scientific_journal-11730	207	10	ai	ai	PROPN
american_scientific_journal-11730	207	11	safety	safety	NOUN
american_scientific_journal-11730	207	12	,	,	PUNCT
american_scientific_journal-11730	207	13	data	datum	NOUN
american_scientific_journal-11730	207	14	governance	governance	NOUN
american_scientific_journal-11730	207	15	and	and	CCONJ
american_scientific_journal-11730	207	16	the	the	DET
american_scientific_journal-11730	207	17	movement	movement	NOUN
american_scientific_journal-11730	207	18	of	of	ADP
american_scientific_journal-11730	207	19	data	datum	NOUN
american_scientific_journal-11730	207	20	across	across	ADP
american_scientific_journal-11730	207	21	borders	border	NOUN
american_scientific_journal-11730	207	22	.	.	PUNCT
american_scientific_journal-11730	208	1	for	for	ADP
american_scientific_journal-11730	208	2	instance	instance	NOUN
american_scientific_journal-11730	208	3	,	,	PUNCT
american_scientific_journal-11730	208	4	the	the	DET
american_scientific_journal-11730	208	5	european	european	PROPN
american_scientific_journal-11730	208	6	commission	commission	PROPN
american_scientific_journal-11730	208	7	's	's	PART
american_scientific_journal-11730	208	8	ai	ai	PROPN
american_scientific_journal-11730	208	9	act	act	NOUN
american_scientific_journal-11730	208	10	classifies	classify	VERB
american_scientific_journal-11730	208	11	ai	ai	VERB
american_scientific_journal-11730	208	12	systems	system	NOUN
american_scientific_journal-11730	208	13	according	accord	VERB
american_scientific_journal-11730	208	14	to	to	ADP
american_scientific_journal-11730	208	15	the	the	DET
american_scientific_journal-11730	208	16	level	level	NOUN
american_scientific_journal-11730	208	17	of	of	ADP
american_scientific_journal-11730	208	18	risk	risk	NOUN
american_scientific_journal-11730	208	19	and	and	CCONJ
american_scientific_journal-11730	208	20	requires	require	VERB
american_scientific_journal-11730	208	21	certain	certain	ADJ
american_scientific_journal-11730	208	22	measures	measure	NOUN
american_scientific_journal-11730	208	23	for	for	ADP
american_scientific_journal-11730	208	24	high	high	ADJ
american_scientific_journal-11730	208	25	-	-	PUNCT
american_scientific_journal-11730	208	26	risk	risk	NOUN
american_scientific_journal-11730	208	27	applications	application	NOUN
american_scientific_journal-11730	208	28	.	.	PUNCT
american_scientific_journal-11730	209	1	developers	developer	NOUN
american_scientific_journal-11730	209	2	and	and	CCONJ
american_scientific_journal-11730	209	3	organizations	organization	NOUN
american_scientific_journal-11730	209	4	deploying	deploy	VERB
american_scientific_journal-11730	209	5	edge	edge	NOUN
american_scientific_journal-11730	209	6	ai	ai	VERB
american_scientific_journal-11730	209	7	must	must	AUX
american_scientific_journal-11730	209	8	stay	stay	VERB
american_scientific_journal-11730	209	9	abreast	abreast	ADV
american_scientific_journal-11730	209	10	of	of	ADP
american_scientific_journal-11730	209	11	evolving	evolve	VERB
american_scientific_journal-11730	209	12	compliance	compliance	NOUN
american_scientific_journal-11730	209	13	requirements	requirement	NOUN
american_scientific_journal-11730	209	14	and	and	CCONJ
american_scientific_journal-11730	209	15	integrate	integrate	VERB
american_scientific_journal-11730	209	16	privacyby	privacyby	NOUN
american_scientific_journal-11730	209	17	-	-	PUNCT
american_scientific_journal-11730	209	18	design	design	NOUN
american_scientific_journal-11730	209	19	principles	principle	NOUN
american_scientific_journal-11730	209	20	into	into	ADP
american_scientific_journal-11730	209	21	their	their	PRON
american_scientific_journal-11730	209	22	solutions	solution	NOUN
american_scientific_journal-11730	209	23	[	[	X
american_scientific_journal-11730	209	24	17	17	NUM
american_scientific_journal-11730	209	25	]	]	PUNCT
american_scientific_journal-11730	209	26	.	.	PUNCT
american_scientific_journal-11730	210	1	the	the	DET
american_scientific_journal-11730	210	2	nist	nist	NOUN
american_scientific_journal-11730	210	3	ai	ai	VERB
american_scientific_journal-11730	210	4	risk	risk	NOUN
american_scientific_journal-11730	210	5	management	management	NOUN
american_scientific_journal-11730	210	6	framework	framework	NOUN
american_scientific_journal-11730	210	7	offers	offer	VERB
american_scientific_journal-11730	210	8	a	a	DET
american_scientific_journal-11730	210	9	systematic	systematic	ADJ
american_scientific_journal-11730	210	10	approach	approach	NOUN
american_scientific_journal-11730	210	11	to	to	PART
american_scientific_journal-11730	210	12	ai	ai	VERB
american_scientific_journal-11730	210	13	risk	risk	NOUN
american_scientific_journal-11730	210	14	identification	identification	NOUN
american_scientific_journal-11730	210	15	and	and	CCONJ
american_scientific_journal-11730	210	16	mitigation	mitigation	NOUN
american_scientific_journal-11730	210	17	tailored	tailor	VERB
american_scientific_journal-11730	210	18	to	to	PART
american_scientific_journal-11730	210	19	handle	handle	VERB
american_scientific_journal-11730	210	20	risks	risk	NOUN
american_scientific_journal-11730	210	21	particular	particular	ADJ
american_scientific_journal-11730	210	22	to	to	PART
american_scientific_journal-11730	210	23	edge	edge	VERB
american_scientific_journal-11730	210	24	ai	ai	VERB
american_scientific_journal-11730	210	25	use	use	NOUN
american_scientific_journal-11730	210	26	cases	case	NOUN
american_scientific_journal-11730	210	27	.	.	PUNCT
american_scientific_journal-11730	211	1	sustainability	sustainability	NOUN
american_scientific_journal-11730	211	2	issues	issue	NOUN
american_scientific_journal-11730	211	3	also	also	ADV
american_scientific_journal-11730	211	4	touch	touch	VERB
american_scientific_journal-11730	211	5	upon	upon	SCONJ
american_scientific_journal-11730	211	6	ethical	ethical	ADJ
american_scientific_journal-11730	211	7	considerations	consideration	NOUN
american_scientific_journal-11730	211	8	when	when	SCONJ
american_scientific_journal-11730	211	9	dealing	deal	VERB
american_scientific_journal-11730	211	10	with	with	ADP
american_scientific_journal-11730	211	11	edge	edge	NOUN
american_scientific_journal-11730	211	12	ai	ai	NOUN
american_scientific_journal-11730	211	13	.	.	PUNCT
american_scientific_journal-11730	212	1	while	while	SCONJ
american_scientific_journal-11730	212	2	edge	edge	NOUN
american_scientific_journal-11730	212	3	ai	ai	VERB
american_scientific_journal-11730	212	4	can	can	AUX
american_scientific_journal-11730	212	5	reduce	reduce	VERB
american_scientific_journal-11730	212	6	the	the	DET
american_scientific_journal-11730	212	7	energy	energy	NOUN
american_scientific_journal-11730	212	8	requirements	requirement	NOUN
american_scientific_journal-11730	212	9	of	of	ADP
american_scientific_journal-11730	212	10	cloud	cloud	NOUN
american_scientific_journal-11730	212	11	computing	computing	NOUN
american_scientific_journal-11730	212	12	,	,	PUNCT
american_scientific_journal-11730	212	13	the	the	DET
american_scientific_journal-11730	212	14	widespread	widespread	ADJ
american_scientific_journal-11730	212	15	deployment	deployment	NOUN
american_scientific_journal-11730	212	16	of	of	ADP
american_scientific_journal-11730	212	17	edge	edge	NOUN
american_scientific_journal-11730	212	18	devices	device	NOUN
american_scientific_journal-11730	212	19	also	also	ADV
american_scientific_journal-11730	212	20	raises	raise	VERB
american_scientific_journal-11730	212	21	fears	fear	NOUN
american_scientific_journal-11730	212	22	about	about	ADP
american_scientific_journal-11730	212	23	the	the	DET
american_scientific_journal-11730	212	24	impact	impact	NOUN
american_scientific_journal-11730	212	25	on	on	ADP
american_scientific_journal-11730	212	26	the	the	DET
american_scientific_journal-11730	212	27	environment	environment	NOUN
american_scientific_journal-11730	212	28	.	.	PUNCT
american_scientific_journal-11730	213	1	sustainable	sustainable	ADJ
american_scientific_journal-11730	213	2	design	design	NOUN
american_scientific_journal-11730	213	3	,	,	PUNCT
american_scientific_journal-11730	213	4	such	such	ADJ
american_scientific_journal-11730	213	5	as	as	ADP
american_scientific_journal-11730	213	6	modular	modular	ADJ
american_scientific_journal-11730	213	7	hardware	hardware	NOUN
american_scientific_journal-11730	213	8	,	,	PUNCT
american_scientific_journal-11730	213	9	firmware	firmware	VERB
american_scientific_journal-11730	213	10	upgrades	upgrade	NOUN
american_scientific_journal-11730	213	11	,	,	PUNCT
american_scientific_journal-11730	213	12	and	and	CCONJ
american_scientific_journal-11730	213	13	recyclable	recyclable	ADJ
american_scientific_journal-11730	213	14	materials	material	NOUN
american_scientific_journal-11730	213	15	,	,	PUNCT
american_scientific_journal-11730	213	16	should	should	AUX
american_scientific_journal-11730	213	17	be	be	AUX
american_scientific_journal-11730	213	18	factored	factor	VERB
american_scientific_journal-11730	213	19	into	into	ADP
american_scientific_journal-11730	213	20	future	future	ADJ
american_scientific_journal-11730	213	21	device	device	NOUN
american_scientific_journal-11730	213	22	ecosystems	ecosystem	NOUN
american_scientific_journal-11730	213	23	[	[	X
american_scientific_journal-11730	213	24	2	2	NUM
american_scientific_journal-11730	213	25	]	]	PUNCT
american_scientific_journal-11730	213	26	.	.	PUNCT
american_scientific_journal-11730	214	1	as	as	ADP
american_scientific_journal-11730	214	2	a	a	DET
american_scientific_journal-11730	214	3	result	result	NOUN
american_scientific_journal-11730	214	4	,	,	PUNCT
american_scientific_journal-11730	214	5	the	the	DET
american_scientific_journal-11730	214	6	green	green	PROPN
american_scientific_journal-11730	214	7	ai	ai	PROPN
american_scientific_journal-11730	214	8	movement	movement	NOUN
american_scientific_journal-11730	214	9	spurs	spur	VERB
american_scientific_journal-11730	214	10	the	the	DET
american_scientific_journal-11730	214	11	development	development	NOUN
american_scientific_journal-11730	214	12	of	of	ADP
american_scientific_journal-11730	214	13	models	model	NOUN
american_scientific_journal-11730	214	14	that	that	PRON
american_scientific_journal-11730	214	15	require	require	VERB
american_scientific_journal-11730	214	16	significantly	significantly	ADV
american_scientific_journal-11730	214	17	less	less	ADJ
american_scientific_journal-11730	214	18	power	power	NOUN
american_scientific_journal-11730	214	19	during	during	ADP
american_scientific_journal-11730	214	20	both	both	DET
american_scientific_journal-11730	214	21	training	training	NOUN
american_scientific_journal-11730	214	22	and	and	CCONJ
american_scientific_journal-11730	214	23	inference	inference	NOUN
american_scientific_journal-11730	214	24	.	.	PUNCT
american_scientific_journal-11730	215	1	the	the	DET
american_scientific_journal-11730	215	2	supply	supply	NOUN
american_scientific_journal-11730	215	3	chains	chain	NOUN
american_scientific_journal-11730	215	4	of	of	ADP
american_scientific_journal-11730	215	5	edge	edge	NOUN
american_scientific_journal-11730	215	6	devices	device	NOUN
american_scientific_journal-11730	215	7	are	be	AUX
american_scientific_journal-11730	215	8	incorporating	incorporate	VERB
american_scientific_journal-11730	215	9	strategies	strategy	NOUN
american_scientific_journal-11730	215	10	aimed	aim	VERB
american_scientific_journal-11730	215	11	at	at	ADP
american_scientific_journal-11730	215	12	making	make	VERB
american_scientific_journal-11730	215	13	them	they	PRON
american_scientific_journal-11730	215	14	as	as	ADV
american_scientific_journal-11730	215	15	sustainable	sustainable	ADJ
american_scientific_journal-11730	215	16	as	as	ADP
american_scientific_journal-11730	215	17	possible	possible	ADJ
american_scientific_journal-11730	215	18	.	.	PUNCT
american_scientific_journal-11730	216	1	privacy	privacy	NOUN
american_scientific_journal-11730	216	2	,	,	PUNCT
american_scientific_journal-11730	216	3	security	security	NOUN
american_scientific_journal-11730	216	4	and	and	CCONJ
american_scientific_journal-11730	216	5	ethical	ethical	ADJ
american_scientific_journal-11730	216	6	issues	issue	NOUN
american_scientific_journal-11730	216	7	are	be	AUX
american_scientific_journal-11730	216	8	taken	take	VERB
american_scientific_journal-11730	216	9	into	into	ADP
american_scientific_journal-11730	216	10	account	account	NOUN
american_scientific_journal-11730	216	11	from	from	ADP
american_scientific_journal-11730	216	12	the	the	DET
american_scientific_journal-11730	216	13	start	start	NOUN
american_scientific_journal-11730	216	14	in	in	ADP
american_scientific_journal-11730	216	15	the	the	DET
american_scientific_journal-11730	216	16	development	development	NOUN
american_scientific_journal-11730	216	17	of	of	ADP
american_scientific_journal-11730	216	18	edge	edge	NOUN
american_scientific_journal-11730	216	19	ai	ai	PROPN
american_scientific_journal-11730	216	20	systems	system	NOUN
american_scientific_journal-11730	216	21	.	.	PUNCT
american_scientific_journal-11730	217	1	they	they	PRON
american_scientific_journal-11730	217	2	form	form	VERB
american_scientific_journal-11730	217	3	the	the	DET
american_scientific_journal-11730	217	4	basis	basis	NOUN
american_scientific_journal-11730	217	5	for	for	ADP
american_scientific_journal-11730	217	6	its	its	PRON
american_scientific_journal-11730	217	7	future	future	ADJ
american_scientific_journal-11730	217	8	success	success	NOUN
american_scientific_journal-11730	217	9	and	and	CCONJ
american_scientific_journal-11730	217	10	acceptance	acceptance	NOUN
american_scientific_journal-11730	217	11	among	among	ADP
american_scientific_journal-11730	217	12	wider	wide	ADJ
american_scientific_journal-11730	217	13	society	society	NOUN
american_scientific_journal-11730	217	14	.	.	PUNCT
american_scientific_journal-11730	218	1	edge	edge	NOUN
american_scientific_journal-11730	218	2	ai	ai	VERB
american_scientific_journal-11730	218	3	will	will	AUX
american_scientific_journal-11730	218	4	deliver	deliver	VERB
american_scientific_journal-11730	218	5	on	on	ADP
american_scientific_journal-11730	218	6	its	its	PRON
american_scientific_journal-11730	218	7	potential	potential	NOUN
american_scientific_journal-11730	218	8	by	by	ADP
american_scientific_journal-11730	218	9	putting	put	VERB
american_scientific_journal-11730	218	10	the	the	DET
american_scientific_journal-11730	218	11	user	user	NOUN
american_scientific_journal-11730	218	12	first	first	ADV
american_scientific_journal-11730	218	13	,	,	PUNCT
american_scientific_journal-11730	218	14	using	use	VERB
american_scientific_journal-11730	218	15	safe	safe	ADJ
american_scientific_journal-11730	218	16	hardware	hardware	NOUN
american_scientific_journal-11730	218	17	,	,	PUNCT
american_scientific_journal-11730	218	18	and	and	CCONJ
american_scientific_journal-11730	218	19	ensuring	ensure	VERB
american_scientific_journal-11730	218	20	its	its	PRON
american_scientific_journal-11730	218	21	algorithms	algorithm	NOUN
american_scientific_journal-11730	218	22	are	be	AUX
american_scientific_journal-11730	218	23	open	open	ADJ
american_scientific_journal-11730	218	24	and	and	CCONJ
american_scientific_journal-11730	218	25	trustworthy	trustworthy	ADJ
american_scientific_journal-11730	218	26	.	.	PUNCT
american_scientific_journal-11730	219	1	these	these	DET
american_scientific_journal-11730	219	2	innovative	innovative	ADJ
american_scientific_journal-11730	219	3	protections	protection	NOUN
american_scientific_journal-11730	219	4	help	help	VERB
american_scientific_journal-11730	219	5	establish	establish	VERB
american_scientific_journal-11730	219	6	the	the	DET
american_scientific_journal-11730	219	7	legitimacy	legitimacy	NOUN
american_scientific_journal-11730	219	8	of	of	ADP
american_scientific_journal-11730	219	9	the	the	DET
american_scientific_journal-11730	219	10	field	field	NOUN
american_scientific_journal-11730	219	11	in	in	ADP
american_scientific_journal-11730	219	12	eb1	eb1	PROPN
american_scientific_journal-11730	219	13	as	as	ADV
american_scientific_journal-11730	219	14	well	well	ADV
american_scientific_journal-11730	219	15	as	as	ADP
american_scientific_journal-11730	219	16	its	its	PRON
american_scientific_journal-11730	219	17	capacity	capacity	NOUN
american_scientific_journal-11730	219	18	for	for	ADP
american_scientific_journal-11730	219	19	bringing	bring	VERB
american_scientific_journal-11730	219	20	american	american	ADJ
american_scientific_journal-11730	219	21	academic	academic	ADJ
american_scientific_journal-11730	219	22	scientific	scientific	ADJ
american_scientific_journal-11730	219	23	research	research	NOUN
american_scientific_journal-11730	219	24	journal	journal	NOUN
american_scientific_journal-11730	219	25	for	for	ADP
american_scientific_journal-11730	219	26	engineering	engineering	NOUN
american_scientific_journal-11730	219	27	,	,	PUNCT
american_scientific_journal-11730	219	28	technology	technology	NOUN
american_scientific_journal-11730	219	29	,	,	PUNCT
american_scientific_journal-11730	219	30	and	and	CCONJ
american_scientific_journal-11730	219	31	sciences	science	NOUN
american_scientific_journal-11730	219	32	(	(	PUNCT
american_scientific_journal-11730	219	33	asrjets	asrjet	NOUN
american_scientific_journal-11730	219	34	)	)	PUNCT
american_scientific_journal-11730	219	35	volume	volume	NOUN
american_scientific_journal-11730	219	36	102	102	NUM
american_scientific_journal-11730	219	37	,	,	PUNCT
american_scientific_journal-11730	219	38	no	no	DET
american_scientific_journal-11730	219	39	1	1	NUM
american_scientific_journal-11730	219	40	,	,	PUNCT
american_scientific_journal-11730	219	41	pp	pp	ADV
american_scientific_journal-11730	219	42	227	227	NUM
american_scientific_journal-11730	219	43	-	-	SYM
american_scientific_journal-11730	219	44	248	248	NUM
american_scientific_journal-11730	219	45	237	237	NUM
american_scientific_journal-11730	219	46	significant	significant	ADJ
american_scientific_journal-11730	219	47	commercial	commercial	ADJ
american_scientific_journal-11730	219	48	,	,	PUNCT
american_scientific_journal-11730	219	49	regulatory	regulatory	ADJ
american_scientific_journal-11730	219	50	,	,	PUNCT
american_scientific_journal-11730	219	51	and	and	CCONJ
american_scientific_journal-11730	219	52	social	social	ADJ
american_scientific_journal-11730	219	53	impacts	impact	NOUN
american_scientific_journal-11730	219	54	.	.	PUNCT
american_scientific_journal-11730	220	1	figure	figure	VERB
american_scientific_journal-11730	220	2	3	3	NUM
american_scientific_journal-11730	220	3	:	:	PUNCT
american_scientific_journal-11730	220	4	comparison	comparison	NOUN
american_scientific_journal-11730	220	5	of	of	ADP
american_scientific_journal-11730	220	6	edge	edge	NOUN
american_scientific_journal-11730	220	7	ai	ai	AUX
american_scientific_journal-11730	220	8	vs	vs	ADP
american_scientific_journal-11730	220	9	cloud	cloud	NOUN
american_scientific_journal-11730	220	10	ai	ai	VERB
american_scientific_journal-11730	220	11	privacy	privacy	NOUN
american_scientific_journal-11730	220	12	metrics	metric	NOUN
american_scientific_journal-11730	220	13	vi	vi	PROPN
american_scientific_journal-11730	220	14	.	.	PROPN
american_scientific_journal-11730	220	15	performance	performance	NOUN
american_scientific_journal-11730	220	16	,	,	PUNCT
american_scientific_journal-11730	220	17	power	power	NOUN
american_scientific_journal-11730	220	18	,	,	PUNCT
american_scientific_journal-11730	220	19	and	and	CCONJ
american_scientific_journal-11730	220	20	cost	cost	NOUN
american_scientific_journal-11730	220	21	trade	trade	NOUN
american_scientific_journal-11730	220	22	-	-	PUNCT
american_scientific_journal-11730	220	23	offs	off	NOUN
american_scientific_journal-11730	220	24	edge	edge	NOUN
american_scientific_journal-11730	220	25	ai	ai	VERB
american_scientific_journal-11730	220	26	systems	system	NOUN
american_scientific_journal-11730	220	27	do	do	AUX
american_scientific_journal-11730	220	28	n’t	not	PART
american_scientific_journal-11730	220	29	have	have	VERB
american_scientific_journal-11730	220	30	the	the	DET
american_scientific_journal-11730	220	31	same	same	ADJ
american_scientific_journal-11730	220	32	resources	resource	NOUN
american_scientific_journal-11730	220	33	or	or	CCONJ
american_scientific_journal-11730	220	34	access	access	NOUN
american_scientific_journal-11730	220	35	to	to	ADP
american_scientific_journal-11730	220	36	computation	computation	NOUN
american_scientific_journal-11730	220	37	,	,	PUNCT
american_scientific_journal-11730	220	38	network	network	NOUN
american_scientific_journal-11730	220	39	bandwidth	bandwidth	NOUN
american_scientific_journal-11730	220	40	or	or	CCONJ
american_scientific_journal-11730	220	41	storage	storage	NOUN
american_scientific_journal-11730	220	42	capacity	capacity	NOUN
american_scientific_journal-11730	220	43	available	available	ADJ
american_scientific_journal-11730	220	44	to	to	PART
american_scientific_journal-11730	220	45	cloud	cloud	VERB
american_scientific_journal-11730	221	1	ai	ai	VERB
american_scientific_journal-11730	221	2	methods	method	NOUN
american_scientific_journal-11730	221	3	.	.	PUNCT
american_scientific_journal-11730	222	1	these	these	DET
american_scientific_journal-11730	222	2	limitations	limitation	NOUN
american_scientific_journal-11730	222	3	compel	compel	VERB
american_scientific_journal-11730	222	4	difficult	difficult	ADJ
american_scientific_journal-11730	222	5	decisions	decision	NOUN
american_scientific_journal-11730	222	6	about	about	ADP
american_scientific_journal-11730	222	7	how	how	SCONJ
american_scientific_journal-11730	222	8	best	good	ADJ
american_scientific_journal-11730	222	9	to	to	PART
american_scientific_journal-11730	222	10	measure	measure	VERB
american_scientific_journal-11730	222	11	performance	performance	NOUN
american_scientific_journal-11730	222	12	,	,	PUNCT
american_scientific_journal-11730	222	13	energy	energy	NOUN
american_scientific_journal-11730	222	14	usage	usage	NOUN
american_scientific_journal-11730	222	15	and	and	CCONJ
american_scientific_journal-11730	222	16	costs	cost	NOUN
american_scientific_journal-11730	222	17	.	.	PUNCT
american_scientific_journal-11730	223	1	active	active	ADJ
american_scientific_journal-11730	223	2	measures	measure	NOUN
american_scientific_journal-11730	223	3	and	and	CCONJ
american_scientific_journal-11730	223	4	engineering	engineering	NOUN
american_scientific_journal-11730	223	5	principles	principle	NOUN
american_scientific_journal-11730	223	6	are	be	AUX
american_scientific_journal-11730	223	7	explored	explore	VERB
american_scientific_journal-11730	223	8	to	to	PART
american_scientific_journal-11730	223	9	help	help	VERB
american_scientific_journal-11730	223	10	build	build	VERB
american_scientific_journal-11730	223	11	effective	effective	ADJ
american_scientific_journal-11730	223	12	and	and	CCONJ
american_scientific_journal-11730	223	13	reliable	reliable	ADJ
american_scientific_journal-11730	223	14	ai	ai	VERB
american_scientific_journal-11730	223	15	systems	system	NOUN
american_scientific_journal-11730	223	16	at	at	ADP
american_scientific_journal-11730	223	17	the	the	DET
american_scientific_journal-11730	223	18	edge	edge	NOUN
american_scientific_journal-11730	223	19	.	.	PUNCT
american_scientific_journal-11730	224	1	latency	latency	NOUN
american_scientific_journal-11730	224	2	is	be	AUX
american_scientific_journal-11730	224	3	often	often	ADV
american_scientific_journal-11730	224	4	the	the	DET
american_scientific_journal-11730	224	5	most	most	ADV
american_scientific_journal-11730	224	6	crucial	crucial	ADJ
american_scientific_journal-11730	224	7	factor	factor	NOUN
american_scientific_journal-11730	224	8	when	when	SCONJ
american_scientific_journal-11730	224	9	introducing	introduce	VERB
american_scientific_journal-11730	224	10	an	an	DET
american_scientific_journal-11730	224	11	edge	edge	NOUN
american_scientific_journal-11730	224	12	ai	ai	NOUN
american_scientific_journal-11730	224	13	solution	solution	NOUN
american_scientific_journal-11730	224	14	.	.	PUNCT
american_scientific_journal-11730	225	1	minor	minor	ADJ
american_scientific_journal-11730	225	2	differences	difference	NOUN
american_scientific_journal-11730	225	3	in	in	ADP
american_scientific_journal-11730	225	4	inference	inference	NOUN
american_scientific_journal-11730	225	5	speeds	speed	NOUN
american_scientific_journal-11730	225	6	can	can	AUX
american_scientific_journal-11730	225	7	result	result	VERB
american_scientific_journal-11730	225	8	in	in	ADP
american_scientific_journal-11730	225	9	critical	critical	ADJ
american_scientific_journal-11730	225	10	lapses	lapse	NOUN
american_scientific_journal-11730	225	11	that	that	PRON
american_scientific_journal-11730	225	12	apply	apply	VERB
american_scientific_journal-11730	225	13	to	to	ADP
american_scientific_journal-11730	225	14	applications	application	NOUN
american_scientific_journal-11730	225	15	such	such	ADJ
american_scientific_journal-11730	225	16	as	as	ADP
american_scientific_journal-11730	225	17	autonomous	autonomous	ADJ
american_scientific_journal-11730	225	18	vehicles	vehicle	NOUN
american_scientific_journal-11730	225	19	,	,	PUNCT
american_scientific_journal-11730	225	20	industrial	industrial	ADJ
american_scientific_journal-11730	225	21	machinery	machinery	NOUN
american_scientific_journal-11730	225	22	and	and	CCONJ
american_scientific_journal-11730	225	23	health	health	NOUN
american_scientific_journal-11730	225	24	monitoring	monitoring	NOUN
american_scientific_journal-11730	225	25	.	.	PUNCT
american_scientific_journal-11730	226	1	performing	perform	VERB
american_scientific_journal-11730	226	2	everyday	everyday	ADJ
american_scientific_journal-11730	226	3	decisions	decision	NOUN
american_scientific_journal-11730	226	4	on	on	ADP
american_scientific_journal-11730	226	5	devices	device	NOUN
american_scientific_journal-11730	226	6	in	in	ADP
american_scientific_journal-11730	226	7	near	near	ADP
american_scientific_journal-11730	226	8	real	real	ADJ
american_scientific_journal-11730	226	9	time	time	NOUN
american_scientific_journal-11730	226	10	necessitates	necessitate	VERB
american_scientific_journal-11730	226	11	models	model	NOUN
american_scientific_journal-11730	226	12	that	that	PRON
american_scientific_journal-11730	226	13	compute	compute	VERB
american_scientific_journal-11730	226	14	with	with	ADP
american_scientific_journal-11730	226	15	exceptional	exceptional	ADJ
american_scientific_journal-11730	226	16	pace	pace	NOUN
american_scientific_journal-11730	226	17	.	.	PUNCT
american_scientific_journal-11730	227	1	methods	method	NOUN
american_scientific_journal-11730	227	2	like	like	ADP
american_scientific_journal-11730	227	3	model	model	NOUN
american_scientific_journal-11730	227	4	quantization	quantization	NOUN
american_scientific_journal-11730	227	5	,	,	PUNCT
american_scientific_journal-11730	227	6	pruning	prune	VERB
american_scientific_journal-11730	227	7	,	,	PUNCT
american_scientific_journal-11730	227	8	and	and	CCONJ
american_scientific_journal-11730	227	9	the	the	DET
american_scientific_journal-11730	227	10	deployment	deployment	NOUN
american_scientific_journal-11730	227	11	of	of	ADP
american_scientific_journal-11730	227	12	dedicated	dedicated	ADJ
american_scientific_journal-11730	227	13	ai	ai	NOUN
american_scientific_journal-11730	227	14	chips	chip	NOUN
american_scientific_journal-11730	227	15	such	such	ADJ
american_scientific_journal-11730	227	16	as	as	ADP
american_scientific_journal-11730	227	17	tpus	tpus	PROPN
american_scientific_journal-11730	227	18	,	,	PUNCT
american_scientific_journal-11730	227	19	npus	npus	NOUN
american_scientific_journal-11730	227	20	,	,	PUNCT
american_scientific_journal-11730	227	21	and	and	CCONJ
american_scientific_journal-11730	227	22	fpgas	fpgas	NOUN
american_scientific_journal-11730	227	23	can	can	AUX
american_scientific_journal-11730	227	24	significantly	significantly	ADV
american_scientific_journal-11730	227	25	reduce	reduce	VERB
american_scientific_journal-11730	227	26	latency	latency	NOUN
american_scientific_journal-11730	227	27	.	.	PUNCT
american_scientific_journal-11730	228	1	for	for	ADP
american_scientific_journal-11730	228	2	example	example	NOUN
american_scientific_journal-11730	228	3	,	,	PUNCT
american_scientific_journal-11730	228	4	quantized	quantize	VERB
american_scientific_journal-11730	228	5	models	model	NOUN
american_scientific_journal-11730	228	6	may	may	AUX
american_scientific_journal-11730	228	7	shrink	shrink	VERB
american_scientific_journal-11730	228	8	the	the	DET
american_scientific_journal-11730	228	9	memory	memory	NOUN
american_scientific_journal-11730	228	10	bandwidth	bandwidth	NOUN
american_scientific_journal-11730	228	11	and	and	CCONJ
american_scientific_journal-11730	228	12	allow	allow	VERB
american_scientific_journal-11730	228	13	performing	perform	VERB
american_scientific_journal-11730	228	14	matrix	matrix	NOUN
american_scientific_journal-11730	228	15	operations	operation	NOUN
american_scientific_journal-11730	228	16	at	at	ADP
american_scientific_journal-11730	228	17	a	a	DET
american_scientific_journal-11730	228	18	higher	high	ADJ
american_scientific_journal-11730	228	19	speed	speed	NOUN
american_scientific_journal-11730	228	20	by	by	ADP
american_scientific_journal-11730	228	21	utilizing	utilize	VERB
american_scientific_journal-11730	228	22	fixed	fix	VERB
american_scientific_journal-11730	228	23	-	-	PUNCT
american_scientific_journal-11730	228	24	point	point	NOUN
american_scientific_journal-11730	228	25	arithmetic	arithmetic	ADJ
american_scientific_journal-11730	228	26	[	[	X
american_scientific_journal-11730	228	27	16	16	NUM
american_scientific_journal-11730	228	28	]	]	PUNCT
american_scientific_journal-11730	228	29	.	.	PUNCT
american_scientific_journal-11730	229	1	moreover	moreover	ADV
american_scientific_journal-11730	229	2	,	,	PUNCT
american_scientific_journal-11730	229	3	utilization	utilization	NOUN
american_scientific_journal-11730	229	4	of	of	ADP
american_scientific_journal-11730	229	5	hardware	hardware	NOUN
american_scientific_journal-11730	229	6	-	-	PUNCT
american_scientific_journal-11730	229	7	native	native	ADJ
american_scientific_journal-11730	229	8	parallel	parallel	ADJ
american_scientific_journal-11730	229	9	computation	computation	NOUN
american_scientific_journal-11730	229	10	of	of	ADP
american_scientific_journal-11730	229	11	this	this	DET
american_scientific_journal-11730	229	12	type	type	NOUN
american_scientific_journal-11730	229	13	–	–	PUNCT
american_scientific_journal-11730	229	14	simd	simd	NOUN
american_scientific_journal-11730	229	15	(	(	PUNCT
american_scientific_journal-11730	229	16	single	single	ADJ
american_scientific_journal-11730	229	17	instruction	instruction	NOUN
american_scientific_journal-11730	229	18	,	,	PUNCT
american_scientific_journal-11730	229	19	multiple	multiple	ADJ
american_scientific_journal-11730	229	20	data	datum	NOUN
american_scientific_journal-11730	229	21	)	)	PUNCT
american_scientific_journal-11730	229	22	or	or	CCONJ
american_scientific_journal-11730	229	23	vliw	vliw	PROPN
american_scientific_journal-11730	229	24	(	(	PUNCT
american_scientific_journal-11730	229	25	very	very	ADV
american_scientific_journal-11730	229	26	long	long	ADJ
american_scientific_journal-11730	229	27	instruction	instruction	NOUN
american_scientific_journal-11730	229	28	word	word	NOUN
american_scientific_journal-11730	229	29	)	)	PUNCT
american_scientific_journal-11730	229	30	designs	design	NOUN
american_scientific_journal-11730	229	31	,	,	PUNCT
american_scientific_journal-11730	229	32	allows	allow	VERB
american_scientific_journal-11730	229	33	the	the	DET
american_scientific_journal-11730	229	34	processing	processing	NOUN
american_scientific_journal-11730	229	35	of	of	ADP
american_scientific_journal-11730	229	36	matrix	matrix	NOUN
american_scientific_journal-11730	229	37	multiplications	multiplication	NOUN
american_scientific_journal-11730	229	38	and	and	CCONJ
american_scientific_journal-11730	229	39	convolutions	convolution	NOUN
american_scientific_journal-11730	229	40	simultaneously	simultaneously	ADV
american_scientific_journal-11730	229	41	in	in	ADP
american_scientific_journal-11730	229	42	concurrency	concurrency	NOUN
american_scientific_journal-11730	229	43	,	,	PUNCT
american_scientific_journal-11730	229	44	further	far	ADV
american_scientific_journal-11730	229	45	diminishing	diminish	VERB
american_scientific_journal-11730	229	46	end	end	NOUN
american_scientific_journal-11730	229	47	-	-	PUNCT
american_scientific_journal-11730	229	48	to	to	ADP
american_scientific_journal-11730	229	49	-	-	PUNCT
american_scientific_journal-11730	229	50	end	end	NOUN
american_scientific_journal-11730	229	51	inference	inference	NOUN
american_scientific_journal-11730	229	52	time	time	NOUN
american_scientific_journal-11730	229	53	.	.	PUNCT
american_scientific_journal-11730	230	1	equally	equally	ADV
american_scientific_journal-11730	230	2	important	important	ADJ
american_scientific_journal-11730	230	3	is	be	AUX
american_scientific_journal-11730	230	4	power	power	NOUN
american_scientific_journal-11730	230	5	efficiency	efficiency	NOUN
american_scientific_journal-11730	230	6	.	.	PUNCT
american_scientific_journal-11730	231	1	numerous	numerous	ADJ
american_scientific_journal-11730	231	2	edge	edge	NOUN
american_scientific_journal-11730	231	3	devices	device	NOUN
american_scientific_journal-11730	231	4	are	be	AUX
american_scientific_journal-11730	231	5	battery	battery	NOUN
american_scientific_journal-11730	231	6	-	-	PUNCT
american_scientific_journal-11730	231	7	powered	power	VERB
american_scientific_journal-11730	231	8	or	or	CCONJ
american_scientific_journal-11730	231	9	operate	operate	VERB
american_scientific_journal-11730	231	10	within	within	ADP
american_scientific_journal-11730	231	11	a	a	DET
american_scientific_journal-11730	231	12	thermally	thermally	ADV
american_scientific_journal-11730	231	13	limited	limit	VERB
american_scientific_journal-11730	231	14	environment	environment	NOUN
american_scientific_journal-11730	231	15	where	where	SCONJ
american_scientific_journal-11730	231	16	energy	energy	NOUN
american_scientific_journal-11730	231	17	efficiency	efficiency	NOUN
american_scientific_journal-11730	231	18	is	be	AUX
american_scientific_journal-11730	231	19	key	key	ADJ
american_scientific_journal-11730	231	20	.	.	PUNCT
american_scientific_journal-11730	232	1	full	full	ADJ
american_scientific_journal-11730	232	2	-	-	PUNCT
american_scientific_journal-11730	232	3	scale	scale	NOUN
american_scientific_journal-11730	232	4	ai	ai	AUX
american_scientific_journal-11730	232	5	running	run	VERB
american_scientific_journal-11730	232	6	off	off	ADP
american_scientific_journal-11730	232	7	batteries	battery	NOUN
american_scientific_journal-11730	232	8	or	or	CCONJ
american_scientific_journal-11730	232	9	on	on	ADP
american_scientific_journal-11730	232	10	embedded	embed	VERB
american_scientific_journal-11730	232	11	systems	system	NOUN
american_scientific_journal-11730	232	12	may	may	AUX
american_scientific_journal-11730	232	13	drain	drain	VERB
american_scientific_journal-11730	232	14	them	they	PRON
american_scientific_journal-11730	232	15	quickly	quickly	ADV
american_scientific_journal-11730	232	16	or	or	CCONJ
american_scientific_journal-11730	232	17	generate	generate	VERB
american_scientific_journal-11730	232	18	a	a	DET
american_scientific_journal-11730	232	19	lot	lot	NOUN
american_scientific_journal-11730	232	20	of	of	ADP
american_scientific_journal-11730	232	21	heat	heat	NOUN
american_scientific_journal-11730	232	22	,	,	PUNCT
american_scientific_journal-11730	232	23	reduce	reduce	VERB
american_scientific_journal-11730	232	24	device	device	NOUN
american_scientific_journal-11730	232	25	life	life	NOUN
american_scientific_journal-11730	232	26	,	,	PUNCT
american_scientific_journal-11730	232	27	and	and	CCONJ
american_scientific_journal-11730	232	28	cause	cause	VERB
american_scientific_journal-11730	232	29	a	a	DET
american_scientific_journal-11730	232	30	hosting	host	VERB
american_scientific_journal-11730	232	31	system	system	NOUN
american_scientific_journal-11730	232	32	to	to	PART
american_scientific_journal-11730	232	33	overheat	overheat	VERB
american_scientific_journal-11730	232	34	.	.	PUNCT
american_scientific_journal-11730	233	1	energy	energy	NOUN
american_scientific_journal-11730	233	2	-	-	PUNCT
american_scientific_journal-11730	233	3	efficient	efficient	ADJ
american_scientific_journal-11730	233	4	designs	design	NOUN
american_scientific_journal-11730	233	5	such	such	ADJ
american_scientific_journal-11730	233	6	as	as	ADP
american_scientific_journal-11730	233	7	mobilenet	mobilenet	NOUN
american_scientific_journal-11730	233	8	,	,	PUNCT
american_scientific_journal-11730	233	9	efficientnet	efficientnet	NOUN
american_scientific_journal-11730	233	10	-	-	PUNCT
american_scientific_journal-11730	233	11	lite	lite	NOUN
american_scientific_journal-11730	233	12	,	,	PUNCT
american_scientific_journal-11730	233	13	and	and	CCONJ
american_scientific_journal-11730	233	14	spiking	spike	VERB
american_scientific_journal-11730	233	15	neural	neural	ADJ
american_scientific_journal-11730	233	16	networks	network	NOUN
american_scientific_journal-11730	233	17	(	(	PUNCT
american_scientific_journal-11730	233	18	snns	snn	NOUN
american_scientific_journal-11730	233	19	)	)	PUNCT
american_scientific_journal-11730	233	20	are	be	AUX
american_scientific_journal-11730	233	21	designed	design	VERB
american_scientific_journal-11730	233	22	for	for	ADP
american_scientific_journal-11730	233	23	efficient	efficient	ADJ
american_scientific_journal-11730	233	24	use	use	NOUN
american_scientific_journal-11730	233	25	of	of	ADP
american_scientific_journal-11730	233	26	power	power	NOUN
american_scientific_journal-11730	233	27	with	with	ADP
american_scientific_journal-11730	233	28	minimal	minimal	ADJ
american_scientific_journal-11730	233	29	loss	loss	NOUN
american_scientific_journal-11730	233	30	of	of	ADP
american_scientific_journal-11730	233	31	accuracy	accuracy	NOUN
american_scientific_journal-11730	233	32	.	.	PUNCT
american_scientific_journal-11730	234	1	also	also	ADV
american_scientific_journal-11730	234	2	,	,	PUNCT
american_scientific_journal-11730	234	3	dynamic	dynamic	ADJ
american_scientific_journal-11730	234	4	voltage	voltage	NOUN
american_scientific_journal-11730	234	5	and	and	CCONJ
american_scientific_journal-11730	234	6	frequency	frequency	NOUN
american_scientific_journal-11730	234	7	scaling	scaling	NOUN
american_scientific_journal-11730	234	8	(	(	PUNCT
american_scientific_journal-11730	234	9	dvfs	dvfs	NOUN
american_scientific_journal-11730	234	10	)	)	PUNCT
american_scientific_journal-11730	234	11	techniques	technique	NOUN
american_scientific_journal-11730	234	12	scale	scale	VERB
american_scientific_journal-11730	234	13	the	the	DET
american_scientific_journal-11730	234	14	performance	performance	NOUN
american_scientific_journal-11730	234	15	of	of	ADP
american_scientific_journal-11730	234	16	processors	processor	NOUN
american_scientific_journal-11730	234	17	depending	depend	VERB
american_scientific_journal-11730	234	18	on	on	ADP
american_scientific_journal-11730	234	19	the	the	DET
american_scientific_journal-11730	234	20	real	real	ADJ
american_scientific_journal-11730	234	21	-	-	PUNCT
american_scientific_journal-11730	234	22	time	time	NOUN
american_scientific_journal-11730	234	23	workload	workload	NOUN
american_scientific_journal-11730	234	24	that	that	PRON
american_scientific_journal-11730	234	25	reduces	reduce	VERB
american_scientific_journal-11730	234	26	energy	energy	NOUN
american_scientific_journal-11730	234	27	consumption	consumption	NOUN
american_scientific_journal-11730	234	28	and	and	CCONJ
american_scientific_journal-11730	234	29	still	still	ADV
american_scientific_journal-11730	234	30	being	be	AUX
american_scientific_journal-11730	234	31	responsive	responsive	ADJ
american_scientific_journal-11730	234	32	[	[	X
american_scientific_journal-11730	234	33	12	12	NUM
american_scientific_journal-11730	234	34	]	]	PUNCT
american_scientific_journal-11730	234	35	.	.	PUNCT
american_scientific_journal-11730	235	1	when	when	SCONJ
american_scientific_journal-11730	235	2	inactive	inactive	ADJ
american_scientific_journal-11730	235	3	modules	module	NOUN
american_scientific_journal-11730	235	4	are	be	AUX
american_scientific_journal-11730	235	5	concerned	concern	VERB
american_scientific_journal-11730	235	6	,	,	PUNCT
american_scientific_journal-11730	235	7	another	another	DET
american_scientific_journal-11730	235	8	set	set	NOUN
american_scientific_journal-11730	235	9	of	of	ADP
american_scientific_journal-11730	235	10	useful	useful	ADJ
american_scientific_journal-11730	235	11	american	american	ADJ
american_scientific_journal-11730	235	12	academic	academic	ADJ
american_scientific_journal-11730	235	13	scientific	scientific	ADJ
american_scientific_journal-11730	235	14	research	research	NOUN
american_scientific_journal-11730	235	15	journal	journal	NOUN
american_scientific_journal-11730	235	16	for	for	ADP
american_scientific_journal-11730	235	17	engineering	engineering	NOUN
american_scientific_journal-11730	235	18	,	,	PUNCT
american_scientific_journal-11730	235	19	technology	technology	NOUN
american_scientific_journal-11730	235	20	,	,	PUNCT
american_scientific_journal-11730	235	21	and	and	CCONJ
american_scientific_journal-11730	235	22	sciences	science	NOUN
american_scientific_journal-11730	235	23	(	(	PUNCT
american_scientific_journal-11730	235	24	asrjets	asrjet	NOUN
american_scientific_journal-11730	235	25	)	)	PUNCT
american_scientific_journal-11730	235	26	volume	volume	NOUN
american_scientific_journal-11730	235	27	102	102	NUM
american_scientific_journal-11730	235	28	,	,	PUNCT
american_scientific_journal-11730	235	29	no	no	DET
american_scientific_journal-11730	235	30	1	1	NUM
american_scientific_journal-11730	235	31	,	,	PUNCT
american_scientific_journal-11730	235	32	pp	pp	ADV
american_scientific_journal-11730	235	33	227	227	NUM
american_scientific_journal-11730	235	34	-	-	SYM
american_scientific_journal-11730	235	35	248	248	NUM
american_scientific_journal-11730	235	36	238	238	NUM
american_scientific_journal-11730	235	37	techniques	technique	NOUN
american_scientific_journal-11730	235	38	includes	include	VERB
american_scientific_journal-11730	235	39	clock	clock	NOUN
american_scientific_journal-11730	235	40	gating	gating	NOUN
american_scientific_journal-11730	235	41	and	and	CCONJ
american_scientific_journal-11730	235	42	power	power	NOUN
american_scientific_journal-11730	235	43	gating	gating	NOUN
american_scientific_journal-11730	235	44	,	,	PUNCT
american_scientific_journal-11730	235	45	not	not	PART
american_scientific_journal-11730	235	46	only	only	ADV
american_scientific_journal-11730	235	47	for	for	ADP
american_scientific_journal-11730	235	48	disabling	disable	VERB
american_scientific_journal-11730	235	49	these	these	DET
american_scientific_journal-11730	235	50	parts	part	NOUN
american_scientific_journal-11730	235	51	of	of	ADP
american_scientific_journal-11730	235	52	the	the	DET
american_scientific_journal-11730	235	53	design	design	NOUN
american_scientific_journal-11730	235	54	but	but	CCONJ
american_scientific_journal-11730	235	55	also	also	ADV
american_scientific_journal-11730	235	56	for	for	ADP
american_scientific_journal-11730	235	57	reducing	reduce	VERB
american_scientific_journal-11730	235	58	leakage	leakage	NOUN
american_scientific_journal-11730	235	59	currents	current	NOUN
american_scientific_journal-11730	235	60	and	and	CCONJ
american_scientific_journal-11730	235	61	idle	idle	ADJ
american_scientific_journal-11730	235	62	power	power	NOUN
american_scientific_journal-11730	235	63	consumption	consumption	NOUN
american_scientific_journal-11730	235	64	.	.	PUNCT
american_scientific_journal-11730	236	1	cost	cost	NOUN
american_scientific_journal-11730	236	2	is	be	AUX
american_scientific_journal-11730	236	3	another	another	DET
american_scientific_journal-11730	236	4	key	key	ADJ
american_scientific_journal-11730	236	5	factor	factor	NOUN
american_scientific_journal-11730	236	6	in	in	ADP
american_scientific_journal-11730	236	7	edge	edge	NOUN
american_scientific_journal-11730	236	8	ai	ai	VERB
american_scientific_journal-11730	236	9	adoption	adoption	NOUN
american_scientific_journal-11730	236	10	.	.	PUNCT
american_scientific_journal-11730	237	1	unlike	unlike	ADP
american_scientific_journal-11730	237	2	data	data	NOUN
american_scientific_journal-11730	237	3	centers	center	NOUN
american_scientific_journal-11730	237	4	where	where	SCONJ
american_scientific_journal-11730	237	5	cost	cost	NOUN
american_scientific_journal-11730	237	6	is	be	AUX
american_scientific_journal-11730	237	7	spread	spread	VERB
american_scientific_journal-11730	237	8	out	out	ADP
american_scientific_journal-11730	237	9	over	over	ADP
american_scientific_journal-11730	237	10	thousands	thousand	NOUN
american_scientific_journal-11730	237	11	of	of	ADP
american_scientific_journal-11730	237	12	users	user	NOUN
american_scientific_journal-11730	237	13	,	,	PUNCT
american_scientific_journal-11730	237	14	edge	edge	NOUN
american_scientific_journal-11730	237	15	devices	device	NOUN
american_scientific_journal-11730	237	16	must	must	AUX
american_scientific_journal-11730	237	17	provide	provide	VERB
american_scientific_journal-11730	237	18	high	high	ADJ
american_scientific_journal-11730	237	19	performance	performance	NOUN
american_scientific_journal-11730	237	20	at	at	ADP
american_scientific_journal-11730	237	21	minimal	minimal	ADJ
american_scientific_journal-11730	237	22	bill	bill	NOUN
american_scientific_journal-11730	237	23	of	of	ADP
american_scientific_journal-11730	237	24	material	material	ADJ
american_scientific_journal-11730	237	25	cost	cost	NOUN
american_scientific_journal-11730	237	26	.	.	PUNCT
american_scientific_journal-11730	238	1	component	component	NOUN
american_scientific_journal-11730	238	2	choices	choice	NOUN
american_scientific_journal-11730	238	3	,	,	PUNCT
american_scientific_journal-11730	238	4	such	such	ADJ
american_scientific_journal-11730	238	5	as	as	ADP
american_scientific_journal-11730	238	6	general	general	ADJ
american_scientific_journal-11730	238	7	-	-	PUNCT
american_scientific_journal-11730	238	8	purpose	purpose	NOUN
american_scientific_journal-11730	238	9	processors	processor	NOUN
american_scientific_journal-11730	238	10	,	,	PUNCT
american_scientific_journal-11730	238	11	microcontrollers	microcontroller	NOUN
american_scientific_journal-11730	238	12	,	,	PUNCT
american_scientific_journal-11730	238	13	or	or	CCONJ
american_scientific_journal-11730	238	14	dedicated	dedicated	ADJ
american_scientific_journal-11730	238	15	asic	asic	NOUN
american_scientific_journal-11730	238	16	,	,	PUNCT
american_scientific_journal-11730	238	17	will	will	AUX
american_scientific_journal-11730	238	18	have	have	VERB
american_scientific_journal-11730	238	19	an	an	DET
american_scientific_journal-11730	238	20	impact	impact	NOUN
american_scientific_journal-11730	238	21	not	not	PART
american_scientific_journal-11730	238	22	only	only	ADV
american_scientific_journal-11730	238	23	on	on	ADP
american_scientific_journal-11730	238	24	performance	performance	NOUN
american_scientific_journal-11730	238	25	but	but	CCONJ
american_scientific_journal-11730	238	26	also	also	ADV
american_scientific_journal-11730	238	27	the	the	DET
american_scientific_journal-11730	238	28	manufacturing	manufacturing	NOUN
american_scientific_journal-11730	238	29	and	and	CCONJ
american_scientific_journal-11730	238	30	maintenance	maintenance	NOUN
american_scientific_journal-11730	238	31	costs	cost	NOUN
american_scientific_journal-11730	238	32	.	.	PUNCT
american_scientific_journal-11730	239	1	for	for	ADP
american_scientific_journal-11730	239	2	instance	instance	NOUN
american_scientific_journal-11730	239	3	,	,	PUNCT
american_scientific_journal-11730	239	4	microcontrollers	microcontroller	NOUN
american_scientific_journal-11730	239	5	paired	pair	VERB
american_scientific_journal-11730	239	6	with	with	ADP
american_scientific_journal-11730	239	7	tinyml	tinyml	ADJ
american_scientific_journal-11730	239	8	models	model	NOUN
american_scientific_journal-11730	239	9	offer	offer	VERB
american_scientific_journal-11730	239	10	ultra	ultra	ADJ
american_scientific_journal-11730	239	11	-	-	ADJ
american_scientific_journal-11730	239	12	low	low	ADJ
american_scientific_journal-11730	239	13	-	-	PUNCT
american_scientific_journal-11730	239	14	cost	cost	NOUN
american_scientific_journal-11730	239	15	environmental	environmental	ADJ
american_scientific_journal-11730	239	16	sensing	sensing	NOUN
american_scientific_journal-11730	239	17	or	or	CCONJ
american_scientific_journal-11730	239	18	industrial	industrial	ADJ
american_scientific_journal-11730	239	19	monitoring	monitoring	NOUN
american_scientific_journal-11730	239	20	solutions	solution	NOUN
american_scientific_journal-11730	239	21	[	[	X
american_scientific_journal-11730	239	22	16	16	NUM
american_scientific_journal-11730	239	23	]	]	PUNCT
american_scientific_journal-11730	239	24	.	.	PUNCT
american_scientific_journal-11730	240	1	low	low	ADJ
american_scientific_journal-11730	240	2	-	-	PUNCT
american_scientific_journal-11730	240	3	cost	cost	NOUN
american_scientific_journal-11730	240	4	development	development	NOUN
american_scientific_journal-11730	240	5	boards	board	NOUN
american_scientific_journal-11730	240	6	such	such	ADJ
american_scientific_journal-11730	240	7	as	as	ADP
american_scientific_journal-11730	240	8	arduino	arduino	NOUN
american_scientific_journal-11730	240	9	nano	nano	NOUN
american_scientific_journal-11730	240	10	33	33	NUM
american_scientific_journal-11730	240	11	ble	ble	ADJ
american_scientific_journal-11730	240	12	sense	sense	NOUN
american_scientific_journal-11730	240	13	and	and	CCONJ
american_scientific_journal-11730	240	14	esp32	esp32	ADV
american_scientific_journal-11730	240	15	are	be	AUX
american_scientific_journal-11730	240	16	widely	widely	ADV
american_scientific_journal-11730	240	17	used	use	VERB
american_scientific_journal-11730	240	18	in	in	ADP
american_scientific_journal-11730	240	19	educational	educational	ADJ
american_scientific_journal-11730	240	20	,	,	PUNCT
american_scientific_journal-11730	240	21	experimental	experimental	ADJ
american_scientific_journal-11730	240	22	,	,	PUNCT
american_scientific_journal-11730	240	23	and	and	CCONJ
american_scientific_journal-11730	240	24	prototypegrade	prototypegrade	NOUN
american_scientific_journal-11730	240	25	deployments	deployment	NOUN
american_scientific_journal-11730	240	26	of	of	ADP
american_scientific_journal-11730	240	27	edge	edge	NOUN
american_scientific_journal-11730	240	28	ai	ai	NOUN
american_scientific_journal-11730	240	29	.	.	PUNCT
american_scientific_journal-11730	241	1	evaluation	evaluation	NOUN
american_scientific_journal-11730	241	2	of	of	ADP
american_scientific_journal-11730	241	3	such	such	ADJ
american_scientific_journal-11730	241	4	trade	trade	NOUN
american_scientific_journal-11730	241	5	-	-	PUNCT
american_scientific_journal-11730	241	6	offs	off	NOUN
american_scientific_journal-11730	241	7	requires	require	VERB
american_scientific_journal-11730	241	8	benchmarking	benchmarke	VERB
american_scientific_journal-11730	241	9	.	.	PUNCT
american_scientific_journal-11730	242	1	industry	industry	NOUN
american_scientific_journal-11730	242	2	-	-	PUNCT
american_scientific_journal-11730	242	3	standard	standard	ADJ
american_scientific_journal-11730	242	4	benchmarks	benchmark	NOUN
american_scientific_journal-11730	242	5	that	that	PRON
american_scientific_journal-11730	242	6	measure	measure	VERB
american_scientific_journal-11730	242	7	the	the	DET
american_scientific_journal-11730	242	8	inference	inference	NOUN
american_scientific_journal-11730	242	9	latency	latency	NOUN
american_scientific_journal-11730	242	10	,	,	PUNCT
american_scientific_journal-11730	242	11	throughput	throughput	NOUN
american_scientific_journal-11730	242	12	,	,	PUNCT
american_scientific_journal-11730	242	13	energy	energy	NOUN
american_scientific_journal-11730	242	14	efficiency	efficiency	NOUN
american_scientific_journal-11730	242	15	,	,	PUNCT
american_scientific_journal-11730	242	16	and	and	CCONJ
american_scientific_journal-11730	242	17	memory	memory	NOUN
american_scientific_journal-11730	242	18	footprint	footprint	NOUN
american_scientific_journal-11730	242	19	across	across	ADP
american_scientific_journal-11730	242	20	different	different	ADJ
american_scientific_journal-11730	242	21	hardware	hardware	NOUN
american_scientific_journal-11730	242	22	/	/	SYM
american_scientific_journal-11730	242	23	software	software	NOUN
american_scientific_journal-11730	242	24	stacks	stack	NOUN
american_scientific_journal-11730	242	25	include	include	VERB
american_scientific_journal-11730	242	26	mlperf	mlperf	NOUN
american_scientific_journal-11730	242	27	tiny	tiny	ADJ
american_scientific_journal-11730	242	28	,	,	PUNCT
american_scientific_journal-11730	242	29	eembc	eembc	ADJ
american_scientific_journal-11730	242	30	's	's	PART
american_scientific_journal-11730	242	31	ulpmark	ulpmark	NOUN
american_scientific_journal-11730	242	32	,	,	PUNCT
american_scientific_journal-11730	242	33	and	and	CCONJ
american_scientific_journal-11730	242	34	ai	ai	ADJ
american_scientific_journal-11730	242	35	-	-	PUNCT
american_scientific_journal-11730	242	36	benchmark	benchmark	NOUN
american_scientific_journal-11730	242	37	mobile	mobile	NOUN
american_scientific_journal-11730	242	38	.	.	PUNCT
american_scientific_journal-11730	243	1	such	such	ADJ
american_scientific_journal-11730	243	2	tools	tool	NOUN
american_scientific_journal-11730	243	3	help	help	VERB
american_scientific_journal-11730	243	4	developers	developer	NOUN
american_scientific_journal-11730	243	5	make	make	VERB
american_scientific_journal-11730	243	6	conscious	conscious	ADJ
american_scientific_journal-11730	243	7	decisions	decision	NOUN
american_scientific_journal-11730	243	8	on	on	ADP
american_scientific_journal-11730	243	9	architecture	architecture	NOUN
american_scientific_journal-11730	243	10	,	,	PUNCT
american_scientific_journal-11730	243	11	models	model	NOUN
american_scientific_journal-11730	243	12	,	,	PUNCT
american_scientific_journal-11730	243	13	and	and	CCONJ
american_scientific_journal-11730	243	14	deployment	deployment	NOUN
american_scientific_journal-11730	243	15	strategy	strategy	NOUN
american_scientific_journal-11730	243	16	.	.	PUNCT
american_scientific_journal-11730	244	1	also	also	ADV
american_scientific_journal-11730	244	2	,	,	PUNCT
american_scientific_journal-11730	244	3	from	from	ADP
american_scientific_journal-11730	244	4	benchmarking	benchmarke	VERB
american_scientific_journal-11730	244	5	results	result	NOUN
american_scientific_journal-11730	244	6	,	,	PUNCT
american_scientific_journal-11730	244	7	one	one	PRON
american_scientific_journal-11730	244	8	can	can	AUX
american_scientific_journal-11730	244	9	tell	tell	VERB
american_scientific_journal-11730	244	10	that	that	SCONJ
american_scientific_journal-11730	244	11	although	although	SCONJ
american_scientific_journal-11730	244	12	a	a	DET
american_scientific_journal-11730	244	13	jetson	jetson	PROPN
american_scientific_journal-11730	244	14	nano	nano	NOUN
american_scientific_journal-11730	244	15	can	can	AUX
american_scientific_journal-11730	244	16	outperform	outperform	VERB
american_scientific_journal-11730	244	17	a	a	DET
american_scientific_journal-11730	244	18	raspberry	raspberry	NOUN
american_scientific_journal-11730	244	19	pi	pi	NOUN
american_scientific_journal-11730	244	20	for	for	ADP
american_scientific_journal-11730	244	21	inference	inference	NOUN
american_scientific_journal-11730	244	22	speed	speed	NOUN
american_scientific_journal-11730	244	23	,	,	PUNCT
american_scientific_journal-11730	244	24	the	the	DET
american_scientific_journal-11730	244	25	latter	latter	ADJ
american_scientific_journal-11730	244	26	is	be	AUX
american_scientific_journal-11730	244	27	more	more	ADV
american_scientific_journal-11730	244	28	efficient	efficient	ADJ
american_scientific_journal-11730	244	29	in	in	ADP
american_scientific_journal-11730	244	30	power	power	NOUN
american_scientific_journal-11730	244	31	for	for	ADP
american_scientific_journal-11730	244	32	low	low	ADJ
american_scientific_journal-11730	244	33	-	-	PUNCT
american_scientific_journal-11730	244	34	duty	duty	NOUN
american_scientific_journal-11730	244	35	cycle	cycle	NOUN
american_scientific_journal-11730	244	36	applications	application	NOUN
american_scientific_journal-11730	244	37	.	.	PUNCT
american_scientific_journal-11730	245	1	in	in	ADP
american_scientific_journal-11730	245	2	addition	addition	NOUN
american_scientific_journal-11730	245	3	,	,	PUNCT
american_scientific_journal-11730	245	4	vendor	vendor	NOUN
american_scientific_journal-11730	245	5	-	-	PUNCT
american_scientific_journal-11730	245	6	specific	specific	ADJ
american_scientific_journal-11730	245	7	benchmarking	benchmarking	NOUN
american_scientific_journal-11730	245	8	suites	suite	NOUN
american_scientific_journal-11730	245	9	,	,	PUNCT
american_scientific_journal-11730	245	10	such	such	ADJ
american_scientific_journal-11730	245	11	as	as	ADP
american_scientific_journal-11730	245	12	google	google	PROPN
american_scientific_journal-11730	245	13	's	's	PART
american_scientific_journal-11730	245	14	edge	edge	NOUN
american_scientific_journal-11730	245	15	tpu	tpu	NOUN
american_scientific_journal-11730	245	16	benchmark	benchmark	NOUN
american_scientific_journal-11730	245	17	tool	tool	PROPN
american_scientific_journal-11730	245	18	and	and	CCONJ
american_scientific_journal-11730	245	19	nvidia	nvidia	PROPN
american_scientific_journal-11730	245	20	's	's	PART
american_scientific_journal-11730	245	21	deepstream	deepstream	NOUN
american_scientific_journal-11730	245	22	sdk	sdk	NOUN
american_scientific_journal-11730	245	23	,	,	PUNCT
american_scientific_journal-11730	245	24	provide	provide	VERB
american_scientific_journal-11730	245	25	deep	deep	ADJ
american_scientific_journal-11730	245	26	insights	insight	NOUN
american_scientific_journal-11730	245	27	into	into	ADP
american_scientific_journal-11730	245	28	the	the	DET
american_scientific_journal-11730	245	29	performance	performance	NOUN
american_scientific_journal-11730	245	30	of	of	ADP
american_scientific_journal-11730	245	31	ai	ai	ADJ
american_scientific_journal-11730	245	32	tasks	task	NOUN
american_scientific_journal-11730	245	33	under	under	ADP
american_scientific_journal-11730	245	34	varying	vary	VERB
american_scientific_journal-11730	245	35	workload	workload	NOUN
american_scientific_journal-11730	245	36	conditions	condition	NOUN
american_scientific_journal-11730	245	37	.	.	PUNCT
american_scientific_journal-11730	246	1	thermal	thermal	ADJ
american_scientific_journal-11730	246	2	management	management	NOUN
american_scientific_journal-11730	246	3	is	be	AUX
american_scientific_journal-11730	246	4	one	one	NUM
american_scientific_journal-11730	246	5	of	of	ADP
american_scientific_journal-11730	246	6	the	the	DET
american_scientific_journal-11730	246	7	performance	performance	NOUN
american_scientific_journal-11730	246	8	-	-	PUNCT
american_scientific_journal-11730	246	9	critical	critical	ADJ
american_scientific_journal-11730	246	10	dimensions	dimension	NOUN
american_scientific_journal-11730	246	11	.	.	PUNCT
american_scientific_journal-11730	247	1	high	high	ADJ
american_scientific_journal-11730	247	2	-	-	PUNCT
american_scientific_journal-11730	247	3	speed	speed	NOUN
american_scientific_journal-11730	247	4	inference	inference	NOUN
american_scientific_journal-11730	247	5	creates	create	VERB
american_scientific_journal-11730	247	6	heat	heat	NOUN
american_scientific_journal-11730	247	7	that	that	PRON
american_scientific_journal-11730	247	8	can	can	AUX
american_scientific_journal-11730	247	9	not	not	PART
american_scientific_journal-11730	247	10	be	be	AUX
american_scientific_journal-11730	247	11	wasted	waste	VERB
american_scientific_journal-11730	247	12	,	,	PUNCT
american_scientific_journal-11730	247	13	particularly	particularly	ADV
american_scientific_journal-11730	247	14	on	on	ADP
american_scientific_journal-11730	247	15	sealed	sealed	ADJ
american_scientific_journal-11730	247	16	or	or	CCONJ
american_scientific_journal-11730	247	17	fanless	fanless	ADJ
american_scientific_journal-11730	247	18	devices	device	NOUN
american_scientific_journal-11730	247	19	.	.	PUNCT
american_scientific_journal-11730	248	1	some	some	DET
american_scientific_journal-11730	248	2	methods	method	NOUN
american_scientific_journal-11730	248	3	used	use	VERB
american_scientific_journal-11730	248	4	to	to	PART
american_scientific_journal-11730	248	5	avoid	avoid	VERB
american_scientific_journal-11730	248	6	thermal	thermal	ADJ
american_scientific_journal-11730	248	7	throttling	throttling	NOUN
american_scientific_journal-11730	248	8	include	include	VERB
american_scientific_journal-11730	248	9	passive	passive	ADJ
american_scientific_journal-11730	248	10	heat	heat	NOUN
american_scientific_journal-11730	248	11	sinks	sink	NOUN
american_scientific_journal-11730	248	12	,	,	PUNCT
american_scientific_journal-11730	248	13	thermal	thermal	ADJ
american_scientific_journal-11730	248	14	pads	pad	NOUN
american_scientific_journal-11730	248	15	,	,	PUNCT
american_scientific_journal-11730	248	16	and	and	CCONJ
american_scientific_journal-11730	248	17	intelligent	intelligent	ADJ
american_scientific_journal-11730	248	18	workload	workload	NOUN
american_scientific_journal-11730	248	19	scheduling	scheduling	NOUN
american_scientific_journal-11730	248	20	[	[	X
american_scientific_journal-11730	248	21	14	14	NUM
american_scientific_journal-11730	248	22	]	]	PUNCT
american_scientific_journal-11730	248	23	.	.	PUNCT
american_scientific_journal-11730	249	1	some	some	DET
american_scientific_journal-11730	249	2	edge	edge	NOUN
american_scientific_journal-11730	249	3	ai	ai	VERB
american_scientific_journal-11730	249	4	systems	system	NOUN
american_scientific_journal-11730	249	5	implement	implement	VERB
american_scientific_journal-11730	249	6	load	load	NOUN
american_scientific_journal-11730	249	7	balancing	balance	VERB
american_scientific_journal-11730	249	8	across	across	ADP
american_scientific_journal-11730	249	9	multiple	multiple	ADJ
american_scientific_journal-11730	249	10	cores	core	NOUN
american_scientific_journal-11730	249	11	or	or	CCONJ
american_scientific_journal-11730	249	12	ai	ai	VERB
american_scientific_journal-11730	249	13	engines	engine	NOUN
american_scientific_journal-11730	249	14	to	to	PART
american_scientific_journal-11730	249	15	avoid	avoid	VERB
american_scientific_journal-11730	249	16	overheating	overheat	VERB
american_scientific_journal-11730	249	17	a	a	DET
american_scientific_journal-11730	249	18	single	single	ADJ
american_scientific_journal-11730	249	19	processing	processing	NOUN
american_scientific_journal-11730	249	20	unit	unit	NOUN
american_scientific_journal-11730	249	21	.	.	PUNCT
american_scientific_journal-11730	250	1	advanced	advanced	ADJ
american_scientific_journal-11730	250	2	systems	system	NOUN
american_scientific_journal-11730	250	3	have	have	VERB
american_scientific_journal-11730	250	4	thermal	thermal	ADJ
american_scientific_journal-11730	250	5	-	-	PUNCT
american_scientific_journal-11730	250	6	aware	aware	ADJ
american_scientific_journal-11730	250	7	schedulers	scheduler	NOUN
american_scientific_journal-11730	250	8	that	that	PRON
american_scientific_journal-11730	250	9	can	can	AUX
american_scientific_journal-11730	250	10	shift	shift	VERB
american_scientific_journal-11730	250	11	tasks	task	NOUN
american_scientific_journal-11730	250	12	or	or	CCONJ
american_scientific_journal-11730	250	13	inference	inference	NOUN
american_scientific_journal-11730	250	14	frequency	frequency	NOUN
american_scientific_journal-11730	250	15	preemptively	preemptively	ADV
american_scientific_journal-11730	250	16	to	to	PART
american_scientific_journal-11730	250	17	maintain	maintain	VERB
american_scientific_journal-11730	250	18	thermal	thermal	ADJ
american_scientific_journal-11730	250	19	envelopes	envelope	NOUN
american_scientific_journal-11730	250	20	.	.	PUNCT
american_scientific_journal-11730	251	1	hardware	hardware	NOUN
american_scientific_journal-11730	251	2	-	-	PUNCT
american_scientific_journal-11730	251	3	software	software	NOUN
american_scientific_journal-11730	251	4	co	co	NOUN
american_scientific_journal-11730	251	5	-	-	NOUN
american_scientific_journal-11730	251	6	design	design	NOUN
american_scientific_journal-11730	251	7	plays	play	VERB
american_scientific_journal-11730	251	8	a	a	DET
american_scientific_journal-11730	251	9	critical	critical	ADJ
american_scientific_journal-11730	251	10	role	role	NOUN
american_scientific_journal-11730	251	11	in	in	ADP
american_scientific_journal-11730	251	12	making	make	VERB
american_scientific_journal-11730	251	13	the	the	DET
american_scientific_journal-11730	251	14	best	good	ADJ
american_scientific_journal-11730	251	15	trade	trade	NOUN
american_scientific_journal-11730	251	16	-	-	PUNCT
american_scientific_journal-11730	251	17	offs	off	NOUN
american_scientific_journal-11730	251	18	.	.	PUNCT
american_scientific_journal-11730	252	1	for	for	ADP
american_scientific_journal-11730	252	2	instance	instance	NOUN
american_scientific_journal-11730	252	3	,	,	PUNCT
american_scientific_journal-11730	252	4	compiler	compiler	NOUN
american_scientific_journal-11730	252	5	toolchains	toolchain	NOUN
american_scientific_journal-11730	252	6	such	such	ADJ
american_scientific_journal-11730	252	7	as	as	ADP
american_scientific_journal-11730	252	8	tvm	tvm	PROPN
american_scientific_journal-11730	252	9	and	and	CCONJ
american_scientific_journal-11730	252	10	glow	glow	NOUN
american_scientific_journal-11730	252	11	can	can	AUX
american_scientific_journal-11730	252	12	convert	convert	VERB
american_scientific_journal-11730	252	13	and	and	CCONJ
american_scientific_journal-11730	252	14	optimize	optimize	VERB
american_scientific_journal-11730	252	15	models	model	NOUN
american_scientific_journal-11730	252	16	for	for	ADP
american_scientific_journal-11730	252	17	a	a	DET
american_scientific_journal-11730	252	18	particular	particular	ADJ
american_scientific_journal-11730	252	19	edge	edge	NOUN
american_scientific_journal-11730	252	20	hardware	hardware	NOUN
american_scientific_journal-11730	252	21	to	to	PART
american_scientific_journal-11730	252	22	achieve	achieve	VERB
american_scientific_journal-11730	252	23	closer	close	ADJ
american_scientific_journal-11730	252	24	connection	connection	NOUN
american_scientific_journal-11730	252	25	between	between	ADP
american_scientific_journal-11730	252	26	algorithms	algorithm	NOUN
american_scientific_journal-11730	252	27	and	and	CCONJ
american_scientific_journal-11730	252	28	processors	processor	NOUN
american_scientific_journal-11730	252	29	.	.	PUNCT
american_scientific_journal-11730	253	1	runtime	runtime	NOUN
american_scientific_journal-11730	253	2	optimizations	optimization	NOUN
american_scientific_journal-11730	253	3	in	in	ADP
american_scientific_journal-11730	253	4	libraries	library	NOUN
american_scientific_journal-11730	253	5	like	like	ADP
american_scientific_journal-11730	253	6	onnx	onnx	NOUN
american_scientific_journal-11730	253	7	runtime	runtime	NOUN
american_scientific_journal-11730	253	8	and	and	CCONJ
american_scientific_journal-11730	253	9	arm	arm	PROPN
american_scientific_journal-11730	253	10	nn	nn	PROPN
american_scientific_journal-11730	253	11	also	also	ADV
american_scientific_journal-11730	253	12	permit	permit	VERB
american_scientific_journal-11730	253	13	flexible	flexible	ADJ
american_scientific_journal-11730	253	14	execution	execution	NOUN
american_scientific_journal-11730	253	15	paths	path	NOUN
american_scientific_journal-11730	253	16	that	that	PRON
american_scientific_journal-11730	253	17	can	can	AUX
american_scientific_journal-11730	253	18	adapt	adapt	VERB
american_scientific_journal-11730	253	19	to	to	ADP
american_scientific_journal-11730	253	20	the	the	DET
american_scientific_journal-11730	253	21	existing	exist	VERB
american_scientific_journal-11730	253	22	power	power	NOUN
american_scientific_journal-11730	253	23	or	or	CCONJ
american_scientific_journal-11730	253	24	thermal	thermal	ADJ
american_scientific_journal-11730	253	25	constraints	constraint	NOUN
american_scientific_journal-11730	253	26	[	[	X
american_scientific_journal-11730	253	27	12	12	NUM
american_scientific_journal-11730	253	28	]	]	PUNCT
american_scientific_journal-11730	253	29	.	.	PUNCT
american_scientific_journal-11730	254	1	in	in	ADP
american_scientific_journal-11730	254	2	certain	certain	ADJ
american_scientific_journal-11730	254	3	commercial	commercial	ADJ
american_scientific_journal-11730	254	4	environments	environment	NOUN
american_scientific_journal-11730	254	5	,	,	PUNCT
american_scientific_journal-11730	254	6	neural	neural	ADJ
american_scientific_journal-11730	254	7	architecture	architecture	NOUN
american_scientific_journal-11730	254	8	search	search	NOUN
american_scientific_journal-11730	254	9	(	(	PUNCT
american_scientific_journal-11730	254	10	nas	nas	NOUN
american_scientific_journal-11730	254	11	)	)	PUNCT
american_scientific_journal-11730	254	12	engines	engine	NOUN
american_scientific_journal-11730	254	13	combine	combine	VERB
american_scientific_journal-11730	254	14	silicon	silicon	NOUN
american_scientific_journal-11730	254	15	-	-	PUNCT
american_scientific_journal-11730	254	16	aware	aware	ADJ
american_scientific_journal-11730	254	17	simulators	simulator	NOUN
american_scientific_journal-11730	254	18	to	to	PART
american_scientific_journal-11730	254	19	find	find	VERB
american_scientific_journal-11730	254	20	the	the	DET
american_scientific_journal-11730	254	21	optimal	optimal	ADJ
american_scientific_journal-11730	254	22	compromise	compromise	NOUN
american_scientific_journal-11730	254	23	between	between	ADP
american_scientific_journal-11730	254	24	energy	energy	NOUN
american_scientific_journal-11730	254	25	,	,	PUNCT
american_scientific_journal-11730	254	26	latency	latency	NOUN
american_scientific_journal-11730	254	27	,	,	PUNCT
american_scientific_journal-11730	254	28	and	and	CCONJ
american_scientific_journal-11730	254	29	precision	precision	NOUN
american_scientific_journal-11730	254	30	about	about	ADP
american_scientific_journal-11730	254	31	the	the	DET
american_scientific_journal-11730	254	32	given	give	VERB
american_scientific_journal-11730	254	33	hardware	hardware	NOUN
american_scientific_journal-11730	254	34	destination	destination	NOUN
american_scientific_journal-11730	254	35	.	.	PUNCT
american_scientific_journal-11730	255	1	there	there	PRON
american_scientific_journal-11730	255	2	are	be	VERB
american_scientific_journal-11730	255	3	also	also	ADV
american_scientific_journal-11730	255	4	trade	trade	NOUN
american_scientific_journal-11730	255	5	-	-	PUNCT
american_scientific_journal-11730	255	6	offs	off	NOUN
american_scientific_journal-11730	255	7	in	in	ADP
american_scientific_journal-11730	255	8	accuracy	accuracy	NOUN
american_scientific_journal-11730	255	9	vs	vs	ADP
american_scientific_journal-11730	255	10	efficiency	efficiency	NOUN
american_scientific_journal-11730	255	11	.	.	PUNCT
american_scientific_journal-11730	256	1	compressed	compress	VERB
american_scientific_journal-11730	256	2	models	model	NOUN
american_scientific_journal-11730	256	3	of	of	ADP
american_scientific_journal-11730	256	4	very	very	ADV
american_scientific_journal-11730	256	5	high	high	ADJ
american_scientific_journal-11730	256	6	compression	compression	NOUN
american_scientific_journal-11730	256	7	levels	level	NOUN
american_scientific_journal-11730	256	8	may	may	AUX
american_scientific_journal-11730	256	9	show	show	VERB
american_scientific_journal-11730	256	10	a	a	DET
american_scientific_journal-11730	256	11	decrease	decrease	NOUN
american_scientific_journal-11730	256	12	in	in	ADP
american_scientific_journal-11730	256	13	their	their	PRON
american_scientific_journal-11730	256	14	predictability	predictability	NOUN
american_scientific_journal-11730	256	15	performance	performance	NOUN
american_scientific_journal-11730	256	16	,	,	PUNCT
american_scientific_journal-11730	256	17	which	which	PRON
american_scientific_journal-11730	256	18	is	be	AUX
american_scientific_journal-11730	256	19	unacceptable	unacceptable	ADJ
american_scientific_journal-11730	256	20	in	in	ADP
american_scientific_journal-11730	256	21	safety	safety	NOUN
american_scientific_journal-11730	256	22	-	-	PUNCT
american_scientific_journal-11730	256	23	critical	critical	ADJ
american_scientific_journal-11730	256	24	situations	situation	NOUN
american_scientific_journal-11730	256	25	.	.	PUNCT
american_scientific_journal-11730	257	1	application	application	NOUN
american_scientific_journal-11730	257	2	-	-	PUNCT
american_scientific_journal-11730	257	3	specific	specific	ADJ
american_scientific_journal-11730	257	4	tolerances	tolerance	NOUN
american_scientific_journal-11730	257	5	,	,	PUNCT
american_scientific_journal-11730	257	6	therefore	therefore	ADV
american_scientific_journal-11730	257	7	,	,	PUNCT
american_scientific_journal-11730	257	8	need	need	VERB
american_scientific_journal-11730	257	9	to	to	PART
american_scientific_journal-11730	257	10	dictate	dictate	VERB
american_scientific_journal-11730	257	11	the	the	DET
american_scientific_journal-11730	257	12	levels	level	NOUN
american_scientific_journal-11730	257	13	of	of	ADP
american_scientific_journal-11730	257	14	compression	compression	NOUN
american_scientific_journal-11730	257	15	.	.	PUNCT
american_scientific_journal-11730	258	1	in	in	ADP
american_scientific_journal-11730	258	2	health	health	NOUN
american_scientific_journal-11730	258	3	care	care	NOUN
american_scientific_journal-11730	258	4	,	,	PUNCT
american_scientific_journal-11730	258	5	a	a	DET
american_scientific_journal-11730	258	6	2	2	NUM
american_scientific_journal-11730	258	7	%	%	NOUN
american_scientific_journal-11730	258	8	decline	decline	NOUN
american_scientific_journal-11730	258	9	in	in	ADP
american_scientific_journal-11730	258	10	the	the	DET
american_scientific_journal-11730	258	11	model	model	NOUN
american_scientific_journal-11730	258	12	accuracy	accuracy	NOUN
american_scientific_journal-11730	258	13	can	can	AUX
american_scientific_journal-11730	258	14	be	be	AUX
american_scientific_journal-11730	258	15	intolerable	intolerable	ADJ
american_scientific_journal-11730	258	16	,	,	PUNCT
american_scientific_journal-11730	258	17	while	while	SCONJ
american_scientific_journal-11730	258	18	in	in	ADP
american_scientific_journal-11730	258	19	the	the	DET
american_scientific_journal-11730	258	20	case	case	NOUN
american_scientific_journal-11730	258	21	of	of	ADP
american_scientific_journal-11730	258	22	predictive	predictive	ADJ
american_scientific_journal-11730	258	23	maintenance	maintenance	NOUN
american_scientific_journal-11730	258	24	,	,	PUNCT
american_scientific_journal-11730	258	25	the	the	DET
american_scientific_journal-11730	258	26	trade	trade	NOUN
american_scientific_journal-11730	258	27	-	-	PUNCT
american_scientific_journal-11730	258	28	off	off	NOUN
american_scientific_journal-11730	258	29	can	can	AUX
american_scientific_journal-11730	258	30	be	be	AUX
american_scientific_journal-11730	258	31	more	more	ADV
american_scientific_journal-11730	258	32	lenient	lenient	ADJ
american_scientific_journal-11730	258	33	.	.	PUNCT
american_scientific_journal-11730	259	1	automl	automl	NOUN
american_scientific_journal-11730	259	2	tools	tool	NOUN
american_scientific_journal-11730	259	3	today	today	NOUN
american_scientific_journal-11730	259	4	consider	consider	VERB
american_scientific_journal-11730	259	5	energy	energy	NOUN
american_scientific_journal-11730	259	6	and	and	CCONJ
american_scientific_journal-11730	259	7	latency	latency	NOUN
american_scientific_journal-11730	259	8	constraints	constraint	NOUN
american_scientific_journal-11730	259	9	as	as	ADP
american_scientific_journal-11730	259	10	part	part	NOUN
american_scientific_journal-11730	259	11	of	of	ADP
american_scientific_journal-11730	259	12	the	the	DET
american_scientific_journal-11730	259	13	model	model	NOUN
american_scientific_journal-11730	259	14	search	search	NOUN
american_scientific_journal-11730	259	15	objectives	objective	NOUN
american_scientific_journal-11730	259	16	,	,	PUNCT
american_scientific_journal-11730	259	17	enabling	enable	VERB
american_scientific_journal-11730	259	18	developers	developer	NOUN
american_scientific_journal-11730	259	19	to	to	PART
american_scientific_journal-11730	259	20	create	create	VERB
american_scientific_journal-11730	259	21	models	model	NOUN
american_scientific_journal-11730	259	22	that	that	PRON
american_scientific_journal-11730	259	23	have	have	VERB
american_scientific_journal-11730	259	24	both	both	DET
american_scientific_journal-11730	259	25	performance	performance	NOUN
american_scientific_journal-11730	259	26	and	and	CCONJ
american_scientific_journal-11730	259	27	enable	enable	VERB
american_scientific_journal-11730	259	28	them	they	PRON
american_scientific_journal-11730	259	29	to	to	PART
american_scientific_journal-11730	259	30	meet	meet	VERB
american_scientific_journal-11730	259	31	energy	energy	NOUN
american_scientific_journal-11730	259	32	goals	goal	NOUN
american_scientific_journal-11730	259	33	[	[	X
american_scientific_journal-11730	259	34	18	18	NUM
american_scientific_journal-11730	259	35	]	]	PUNCT
american_scientific_journal-11730	259	36	.	.	PUNCT
american_scientific_journal-11730	260	1	besides	besides	SCONJ
american_scientific_journal-11730	260	2	,	,	PUNCT
american_scientific_journal-11730	260	3	the	the	DET
american_scientific_journal-11730	260	4	mixed	mixed	ADJ
american_scientific_journal-11730	260	5	form	form	NOUN
american_scientific_journal-11730	260	6	of	of	ADP
american_scientific_journal-11730	260	7	qat	qat	PROPN
american_scientific_journal-11730	260	8	—	—	PUNCT
american_scientific_journal-11730	260	9	when	when	SCONJ
american_scientific_journal-11730	260	10	merely	merely	ADV
american_scientific_journal-11730	260	11	some	some	DET
american_scientific_journal-11730	260	12	layers	layer	NOUN
american_scientific_journal-11730	260	13	are	be	AUX
american_scientific_journal-11730	260	14	quantized	quantize	VERB
american_scientific_journal-11730	260	15	–	–	PUNCT
american_scientific_journal-11730	260	16	allows	allow	VERB
american_scientific_journal-11730	260	17	for	for	ADP
american_scientific_journal-11730	260	18	saving	save	VERB
american_scientific_journal-11730	260	19	significant	significant	ADJ
american_scientific_journal-11730	260	20	american	american	ADJ
american_scientific_journal-11730	260	21	academic	academic	ADJ
american_scientific_journal-11730	260	22	scientific	scientific	ADJ
american_scientific_journal-11730	260	23	research	research	NOUN
american_scientific_journal-11730	260	24	journal	journal	NOUN
american_scientific_journal-11730	260	25	for	for	ADP
american_scientific_journal-11730	260	26	engineering	engineering	NOUN
american_scientific_journal-11730	260	27	,	,	PUNCT
american_scientific_journal-11730	260	28	technology	technology	NOUN
american_scientific_journal-11730	260	29	,	,	PUNCT
american_scientific_journal-11730	260	30	and	and	CCONJ
american_scientific_journal-11730	260	31	sciences	science	NOUN
american_scientific_journal-11730	260	32	(	(	PUNCT
american_scientific_journal-11730	260	33	asrjets	asrjet	NOUN
american_scientific_journal-11730	260	34	)	)	PUNCT
american_scientific_journal-11730	260	35	volume	volume	NOUN
american_scientific_journal-11730	260	36	102	102	NUM
american_scientific_journal-11730	260	37	,	,	PUNCT
american_scientific_journal-11730	260	38	no	no	DET
american_scientific_journal-11730	260	39	1	1	NUM
american_scientific_journal-11730	260	40	,	,	PUNCT
american_scientific_journal-11730	260	41	pp	pp	ADV
american_scientific_journal-11730	260	42	227	227	NUM
american_scientific_journal-11730	260	43	-	-	SYM
american_scientific_journal-11730	260	44	248	248	NUM
american_scientific_journal-11730	260	45	239	239	NUM
american_scientific_journal-11730	260	46	amounts	amount	NOUN
american_scientific_journal-11730	260	47	of	of	ADP
american_scientific_journal-11730	260	48	resources	resource	NOUN
american_scientific_journal-11730	260	49	without	without	ADP
american_scientific_journal-11730	260	50	sacrificing	sacrifice	VERB
american_scientific_journal-11730	260	51	much	much	ADJ
american_scientific_journal-11730	260	52	accuracy	accuracy	NOUN
american_scientific_journal-11730	260	53	.	.	PUNCT
american_scientific_journal-11730	261	1	updatability	updatability	NOUN
american_scientific_journal-11730	261	2	and	and	CCONJ
american_scientific_journal-11730	261	3	maintainability	maintainability	NOUN
american_scientific_journal-11730	261	4	are	be	AUX
american_scientific_journal-11730	261	5	the	the	DET
american_scientific_journal-11730	261	6	other	other	ADJ
american_scientific_journal-11730	261	7	cost	cost	NOUN
american_scientific_journal-11730	261	8	and	and	CCONJ
american_scientific_journal-11730	261	9	efficiency	efficiency	NOUN
american_scientific_journal-11730	261	10	parameters	parameter	NOUN
american_scientific_journal-11730	261	11	.	.	PUNCT
american_scientific_journal-11730	262	1	edge	edge	NOUN
american_scientific_journal-11730	262	2	devices	device	NOUN
american_scientific_journal-11730	262	3	deployed	deploy	VERB
american_scientific_journal-11730	262	4	in	in	ADP
american_scientific_journal-11730	262	5	the	the	DET
american_scientific_journal-11730	262	6	field	field	NOUN
american_scientific_journal-11730	262	7	could	could	AUX
american_scientific_journal-11730	262	8	possibly	possibly	ADV
american_scientific_journal-11730	262	9	require	require	VERB
american_scientific_journal-11730	262	10	updates	update	NOUN
american_scientific_journal-11730	262	11	to	to	ADP
american_scientific_journal-11730	262	12	the	the	DET
american_scientific_journal-11730	262	13	model	model	NOUN
american_scientific_journal-11730	262	14	to	to	PART
american_scientific_journal-11730	262	15	increase	increase	VERB
american_scientific_journal-11730	262	16	accuracy	accuracy	NOUN
american_scientific_journal-11730	262	17	,	,	PUNCT
american_scientific_journal-11730	262	18	adjustment	adjustment	NOUN
american_scientific_journal-11730	262	19	to	to	ADP
american_scientific_journal-11730	262	20	environmental	environmental	ADJ
american_scientific_journal-11730	262	21	changes	change	NOUN
american_scientific_journal-11730	262	22	,	,	PUNCT
american_scientific_journal-11730	262	23	and	and	CCONJ
american_scientific_journal-11730	262	24	patch	patch	VERB
american_scientific_journal-11730	262	25	insecurity	insecurity	NOUN
american_scientific_journal-11730	262	26	.	.	PUNCT
american_scientific_journal-11730	263	1	over	over	ADP
american_scientific_journal-11730	263	2	-	-	PUNCT
american_scientific_journal-11730	263	3	the	the	DET
american_scientific_journal-11730	263	4	-	-	PUNCT
american_scientific_journal-11730	263	5	air	air	NOUN
american_scientific_journal-11730	263	6	(	(	PUNCT
american_scientific_journal-11730	263	7	ota	ota	NOUN
american_scientific_journal-11730	263	8	)	)	PUNCT
american_scientific_journal-11730	263	9	update	update	NOUN
american_scientific_journal-11730	263	10	mechanisms	mechanism	NOUN
american_scientific_journal-11730	263	11	should	should	AUX
american_scientific_journal-11730	263	12	be	be	AUX
american_scientific_journal-11730	263	13	safe	safe	ADJ
american_scientific_journal-11730	263	14	,	,	PUNCT
american_scientific_journal-11730	263	15	effective	effective	ADJ
american_scientific_journal-11730	263	16	,	,	PUNCT
american_scientific_journal-11730	263	17	and	and	CCONJ
american_scientific_journal-11730	263	18	resilient	resilient	ADJ
american_scientific_journal-11730	263	19	,	,	PUNCT
american_scientific_journal-11730	263	20	particularly	particularly	ADV
american_scientific_journal-11730	263	21	when	when	SCONJ
american_scientific_journal-11730	263	22	offline	offline	ADJ
american_scientific_journal-11730	263	23	or	or	CCONJ
american_scientific_journal-11730	263	24	sporadically	sporadically	ADV
american_scientific_journal-11730	263	25	interconnected	interconnect	VERB
american_scientific_journal-11730	263	26	devices	device	NOUN
american_scientific_journal-11730	263	27	.	.	PUNCT
american_scientific_journal-11730	264	1	miniature	miniature	ADJ
american_scientific_journal-11730	264	2	model	model	NOUN
american_scientific_journal-11730	264	3	update	update	NOUN
american_scientific_journal-11730	264	4	frameworks	framework	NOUN
american_scientific_journal-11730	264	5	like	like	ADP
american_scientific_journal-11730	264	6	deltaml	deltaml	PROPN
american_scientific_journal-11730	264	7	are	be	AUX
american_scientific_journal-11730	264	8	becoming	become	VERB
american_scientific_journal-11730	264	9	popular	popular	ADJ
american_scientific_journal-11730	264	10	as	as	SCONJ
american_scientific_journal-11730	264	11	they	they	PRON
american_scientific_journal-11730	264	12	can	can	AUX
american_scientific_journal-11730	264	13	only	only	ADV
american_scientific_journal-11730	264	14	push	push	VERB
american_scientific_journal-11730	264	15	the	the	DET
american_scientific_journal-11730	264	16	model	model	NOUN
american_scientific_journal-11730	264	17	delta	delta	NOUN
american_scientific_journal-11730	264	18	,	,	PUNCT
american_scientific_journal-11730	264	19	saving	save	VERB
american_scientific_journal-11730	264	20	bandwidth	bandwidth	NOUN
american_scientific_journal-11730	264	21	and	and	CCONJ
american_scientific_journal-11730	264	22	reducing	reduce	VERB
american_scientific_journal-11730	264	23	downtimes	downtime	NOUN
american_scientific_journal-11730	264	24	[	[	X
american_scientific_journal-11730	264	25	18	18	NUM
american_scientific_journal-11730	264	26	]	]	PUNCT
american_scientific_journal-11730	264	27	.	.	PUNCT
american_scientific_journal-11730	265	1	besides	besides	SCONJ
american_scientific_journal-11730	265	2	,	,	PUNCT
american_scientific_journal-11730	265	3	containerized	containerize	VERB
american_scientific_journal-11730	265	4	updates	update	NOUN
american_scientific_journal-11730	265	5	through	through	ADP
american_scientific_journal-11730	265	6	easy	easy	ADJ
american_scientific_journal-11730	265	7	-	-	PUNCT
american_scientific_journal-11730	265	8	to	to	PART
american_scientific_journal-11730	265	9	-	-	PUNCT
american_scientific_journal-11730	265	10	manage	manage	VERB
american_scientific_journal-11730	265	11	,	,	PUNCT
american_scientific_journal-11730	265	12	lightweight	lightweight	ADJ
american_scientific_journal-11730	265	13	orchestration	orchestration	NOUN
american_scientific_journal-11730	265	14	systems	system	NOUN
american_scientific_journal-11730	265	15	,	,	PUNCT
american_scientific_journal-11730	265	16	such	such	ADJ
american_scientific_journal-11730	265	17	as	as	ADP
american_scientific_journal-11730	265	18	balena	balena	NOUN
american_scientific_journal-11730	265	19	or	or	CCONJ
american_scientific_journal-11730	265	20	k3s	k3s	NOUN
american_scientific_journal-11730	265	21	,	,	PUNCT
american_scientific_journal-11730	265	22	are	be	AUX
american_scientific_journal-11730	265	23	being	be	AUX
american_scientific_journal-11730	265	24	implemented	implement	VERB
american_scientific_journal-11730	265	25	in	in	ADP
american_scientific_journal-11730	265	26	industrial	industrial	ADJ
american_scientific_journal-11730	265	27	iot	iot	NOUN
american_scientific_journal-11730	265	28	settings	setting	NOUN
american_scientific_journal-11730	265	29	to	to	PART
american_scientific_journal-11730	265	30	efficiently	efficiently	ADV
american_scientific_journal-11730	265	31	handle	handle	VERB
american_scientific_journal-11730	265	32	heterogeneous	heterogeneous	ADJ
american_scientific_journal-11730	265	33	edge	edge	NOUN
american_scientific_journal-11730	265	34	fleets	fleet	NOUN
american_scientific_journal-11730	265	35	.	.	PUNCT
american_scientific_journal-11730	266	1	new	new	ADJ
american_scientific_journal-11730	266	2	research	research	NOUN
american_scientific_journal-11730	266	3	in	in	ADP
american_scientific_journal-11730	266	4	approximate	approximate	ADJ
american_scientific_journal-11730	266	5	computing	computing	NOUN
american_scientific_journal-11730	266	6	and	and	CCONJ
american_scientific_journal-11730	266	7	event	event	NOUN
american_scientific_journal-11730	266	8	-	-	PUNCT
american_scientific_journal-11730	266	9	driven	drive	VERB
american_scientific_journal-11730	266	10	architecture	architecture	NOUN
american_scientific_journal-11730	266	11	provides	provide	VERB
american_scientific_journal-11730	266	12	paths	path	NOUN
american_scientific_journal-11730	266	13	for	for	ADP
american_scientific_journal-11730	266	14	performance	performance	NOUN
american_scientific_journal-11730	266	15	optimization	optimization	NOUN
american_scientific_journal-11730	266	16	.	.	PUNCT
american_scientific_journal-11730	267	1	such	such	ADJ
american_scientific_journal-11730	267	2	methods	method	NOUN
american_scientific_journal-11730	267	3	minimize	minimize	VERB
american_scientific_journal-11730	267	4	wasteful	wasteful	ADJ
american_scientific_journal-11730	267	5	calculations	calculation	NOUN
american_scientific_journal-11730	267	6	by	by	ADP
american_scientific_journal-11730	267	7	approximating	approximate	VERB
american_scientific_journal-11730	267	8	less	less	ADV
american_scientific_journal-11730	267	9	important	important	ADJ
american_scientific_journal-11730	267	10	operations	operation	NOUN
american_scientific_journal-11730	267	11	or	or	CCONJ
american_scientific_journal-11730	267	12	activating	activate	VERB
american_scientific_journal-11730	267	13	layers	layer	NOUN
american_scientific_journal-11730	267	14	of	of	ADP
american_scientific_journal-11730	267	15	neural	neural	ADJ
american_scientific_journal-11730	267	16	networks	network	NOUN
american_scientific_journal-11730	267	17	conditionally	conditionally	ADV
american_scientific_journal-11730	267	18	for	for	ADP
american_scientific_journal-11730	267	19	input	input	NOUN
american_scientific_journal-11730	267	20	pertinence	pertinence	NOUN
american_scientific_journal-11730	267	21	.	.	PUNCT
american_scientific_journal-11730	268	1	associated	associate	VERB
american_scientific_journal-11730	268	2	with	with	ADP
american_scientific_journal-11730	268	3	event	event	NOUN
american_scientific_journal-11730	268	4	-	-	PUNCT
american_scientific_journal-11730	268	5	based	base	VERB
american_scientific_journal-11730	268	6	sensors	sensor	NOUN
american_scientific_journal-11730	268	7	like	like	ADP
american_scientific_journal-11730	268	8	dynamic	dynamic	ADJ
american_scientific_journal-11730	268	9	vision	vision	NOUN
american_scientific_journal-11730	268	10	sensors	sensor	NOUN
american_scientific_journal-11730	268	11	(	(	PUNCT
american_scientific_journal-11730	268	12	dvs	dvs	NOUN
american_scientific_journal-11730	268	13	)	)	PUNCT
american_scientific_journal-11730	268	14	,	,	PUNCT
american_scientific_journal-11730	268	15	they	they	PRON
american_scientific_journal-11730	268	16	significantly	significantly	ADV
american_scientific_journal-11730	268	17	improve	improve	VERB
american_scientific_journal-11730	268	18	power	power	NOUN
american_scientific_journal-11730	268	19	efficiency	efficiency	NOUN
american_scientific_journal-11730	268	20	and	and	CCONJ
american_scientific_journal-11730	268	21	computational	computational	ADJ
american_scientific_journal-11730	268	22	cost	cost	NOUN
american_scientific_journal-11730	268	23	.	.	PUNCT
american_scientific_journal-11730	269	1	low	low	ADJ
american_scientific_journal-11730	269	2	-	-	PUNCT
american_scientific_journal-11730	269	3	power	power	NOUN
american_scientific_journal-11730	269	4	analog	analog	NOUN
american_scientific_journal-11730	269	5	computing	computing	NOUN
american_scientific_journal-11730	269	6	is	be	AUX
american_scientific_journal-11730	269	7	rapidly	rapidly	ADV
american_scientific_journal-11730	269	8	gaining	gain	VERB
american_scientific_journal-11730	269	9	momentum	momentum	NOUN
american_scientific_journal-11730	269	10	for	for	ADP
american_scientific_journal-11730	269	11	resource	resource	NOUN
american_scientific_journal-11730	269	12	-	-	PUNCT
american_scientific_journal-11730	269	13	constrained	constrain	VERB
american_scientific_journal-11730	269	14	,	,	PUNCT
american_scientific_journal-11730	269	15	embedded	embed	VERB
american_scientific_journal-11730	269	16	ai	ai	NOUN
american_scientific_journal-11730	269	17	.	.	PROPN
american_scientific_journal-11730	269	18	edge	edge	PROPN
american_scientific_journal-11730	269	19	ai	ai	PROPN
american_scientific_journal-11730	269	20	systems	system	NOUN
american_scientific_journal-11730	269	21	must	must	AUX
american_scientific_journal-11730	269	22	be	be	AUX
american_scientific_journal-11730	269	23	carefully	carefully	ADV
american_scientific_journal-11730	269	24	'	'	PUNCT
american_scientific_journal-11730	269	25	balancing	balance	VERB
american_scientific_journal-11730	269	26	multiple	multiple	ADJ
american_scientific_journal-11730	269	27	factors	factor	NOUN
american_scientific_journal-11730	269	28	such	such	ADJ
american_scientific_journal-11730	269	29	as	as	ADP
american_scientific_journal-11730	269	30	performance	performance	NOUN
american_scientific_journal-11730	269	31	,	,	PUNCT
american_scientific_journal-11730	269	32	power	power	NOUN
american_scientific_journal-11730	269	33	,	,	PUNCT
american_scientific_journal-11730	269	34	and	and	CCONJ
american_scientific_journal-11730	269	35	cost	cost	NOUN
american_scientific_journal-11730	269	36	.	.	PUNCT
american_scientific_journal-11730	270	1	all	all	DET
american_scientific_journal-11730	270	2	three	three	NUM
american_scientific_journal-11730	270	3	factors	factor	NOUN
american_scientific_journal-11730	270	4	should	should	AUX
american_scientific_journal-11730	270	5	be	be	AUX
american_scientific_journal-11730	270	6	taken	take	VERB
american_scientific_journal-11730	270	7	into	into	ADP
american_scientific_journal-11730	270	8	account	account	NOUN
american_scientific_journal-11730	270	9	when	when	SCONJ
american_scientific_journal-11730	270	10	designing	design	VERB
american_scientific_journal-11730	270	11	an	an	DET
american_scientific_journal-11730	270	12	edge	edge	NOUN
american_scientific_journal-11730	270	13	ai	ai	VERB
american_scientific_journal-11730	270	14	system	system	NOUN
american_scientific_journal-11730	270	15	for	for	ADP
american_scientific_journal-11730	270	16	a	a	DET
american_scientific_journal-11730	270	17	particular	particular	ADJ
american_scientific_journal-11730	270	18	application	application	NOUN
american_scientific_journal-11730	270	19	and	and	CCONJ
american_scientific_journal-11730	270	20	the	the	DET
american_scientific_journal-11730	270	21	corresponding	corresponding	ADJ
american_scientific_journal-11730	270	22	environment	environment	NOUN
american_scientific_journal-11730	270	23	.	.	PUNCT
american_scientific_journal-11730	271	1	effective	effective	ADJ
american_scientific_journal-11730	271	2	edge	edge	NOUN
american_scientific_journal-11730	271	3	ai	ai	VERB
american_scientific_journal-11730	271	4	designs	design	NOUN
american_scientific_journal-11730	271	5	must	must	AUX
american_scientific_journal-11730	271	6	consider	consider	VERB
american_scientific_journal-11730	271	7	and	and	CCONJ
american_scientific_journal-11730	271	8	harmonize	harmonize	VERB
american_scientific_journal-11730	271	9	these	these	DET
american_scientific_journal-11730	271	10	factors	factor	NOUN
american_scientific_journal-11730	271	11	,	,	PUNCT
american_scientific_journal-11730	271	12	leading	lead	VERB
american_scientific_journal-11730	271	13	to	to	ADP
american_scientific_journal-11730	271	14	new	new	ADJ
american_scientific_journal-11730	271	15	advancements	advancement	NOUN
american_scientific_journal-11730	271	16	and	and	CCONJ
american_scientific_journal-11730	271	17	increased	increase	VERB
american_scientific_journal-11730	271	18	relevance	relevance	NOUN
american_scientific_journal-11730	271	19	to	to	ADP
american_scientific_journal-11730	271	20	practical	practical	ADJ
american_scientific_journal-11730	271	21	ai	ai	NOUN
american_scientific_journal-11730	271	22	deployments	deployment	NOUN
american_scientific_journal-11730	271	23	attuned	attune	VERB
american_scientific_journal-11730	271	24	to	to	ADP
american_scientific_journal-11730	271	25	the	the	DET
american_scientific_journal-11730	271	26	eb1	eb1	PROPN
american_scientific_journal-11730	271	27	standards	standard	NOUN
american_scientific_journal-11730	271	28	governing	govern	VERB
american_scientific_journal-11730	271	29	originality	originality	NOUN
american_scientific_journal-11730	271	30	and	and	CCONJ
american_scientific_journal-11730	271	31	significance	significance	NOUN
american_scientific_journal-11730	271	32	.	.	PUNCT
american_scientific_journal-11730	272	1	table	table	NOUN
american_scientific_journal-11730	272	2	ii	ii	PROPN
american_scientific_journal-11730	272	3	:	:	PUNCT
american_scientific_journal-11730	272	4	trade	trade	NOUN
american_scientific_journal-11730	272	5	offs	off	NOUN
american_scientific_journal-11730	272	6	device	device	NOUN
american_scientific_journal-11730	272	7	cpu	cpu	NOUN
american_scientific_journal-11730	272	8	ram	ram	NOUN
american_scientific_journal-11730	272	9	ai	ai	VERB
american_scientific_journal-11730	272	10	accelerator	accelerator	NOUN
american_scientific_journal-11730	272	11	power	power	NOUN
american_scientific_journal-11730	272	12	consumption	consumption	PROPN
american_scientific_journal-11730	272	13	typical	typical	ADJ
american_scientific_journal-11730	272	14	inference	inference	NOUN
american_scientific_journal-11730	272	15	time	time	NOUN
american_scientific_journal-11730	272	16	(	(	PUNCT
american_scientific_journal-11730	272	17	resnet50	resnet50	NOUN
american_scientific_journal-11730	272	18	)	)	PUNCT
american_scientific_journal-11730	272	19	raspberry	raspberry	NOUN
american_scientific_journal-11730	272	20	pi	pi	NOUN
american_scientific_journal-11730	272	21	4	4	NUM
american_scientific_journal-11730	272	22	quadcore	quadcore	ADJ
american_scientific_journal-11730	272	23	cortexa72	cortexa72	NOUN
american_scientific_journal-11730	272	24	4	4	NUM
american_scientific_journal-11730	272	25	gb	gb	NOUN
american_scientific_journal-11730	272	26	lpddr4	lpddr4	VERB
american_scientific_journal-11730	273	1	none	none	NOUN
american_scientific_journal-11730	273	2	3	3	NUM
american_scientific_journal-11730	273	3	-	-	NUM
american_scientific_journal-11730	273	4	5w	5w	NOUN
american_scientific_journal-11730	273	5	>	>	PUNCT
american_scientific_journal-11730	273	6	500ms	500ms	PROPN
american_scientific_journal-11730	273	7	jetson	jetson	PROPN
american_scientific_journal-11730	273	8	nano	nano	PROPN
american_scientific_journal-11730	273	9	quadcore	quadcore	ADJ
american_scientific_journal-11730	273	10	cortexa57	cortexa57	NOUN
american_scientific_journal-11730	273	11	4	4	NUM
american_scientific_journal-11730	273	12	gb	gb	NOUN
american_scientific_journal-11730	273	13	lpddr4	lpddr4	NOUN
american_scientific_journal-11730	273	14	128	128	NUM
american_scientific_journal-11730	273	15	-	-	PUNCT
american_scientific_journal-11730	273	16	core	core	NOUN
american_scientific_journal-11730	273	17	maxwell	maxwell	PROPN
american_scientific_journal-11730	273	18	gpu	gpu	PROPN
american_scientific_journal-11730	273	19	5	5	NUM
american_scientific_journal-11730	273	20	-	-	PUNCT
american_scientific_journal-11730	273	21	10w	10w	NOUN
american_scientific_journal-11730	273	22	200ms	200ms	PROPN
american_scientific_journal-11730	273	23	google	google	PROPN
american_scientific_journal-11730	273	24	coral	coral	PROPN
american_scientific_journal-11730	273	25	dev	dev	PROPN
american_scientific_journal-11730	273	26	board	board	NOUN
american_scientific_journal-11730	273	27	quadcore	quadcore	ADJ
american_scientific_journal-11730	273	28	cortexa53	cortexa53	NOUN
american_scientific_journal-11730	273	29	1	1	NUM
american_scientific_journal-11730	273	30	gb	gb	NOUN
american_scientific_journal-11730	273	31	lpddr4	lpddr4	NOUN
american_scientific_journal-11730	273	32	edge	edge	PROPN
american_scientific_journal-11730	273	33	tpu	tpu	PROPN
american_scientific_journal-11730	273	34	(	(	PUNCT
american_scientific_journal-11730	273	35	4	4	NUM
american_scientific_journal-11730	273	36	tops	top	NOUN
american_scientific_journal-11730	273	37	)	)	PUNCT
american_scientific_journal-11730	273	38	2	2	NUM
american_scientific_journal-11730	273	39	-	-	SYM
american_scientific_journal-11730	273	40	4w	4w	NUM
american_scientific_journal-11730	273	41	<	<	X
american_scientific_journal-11730	273	42	100ms	100ms	ADJ
american_scientific_journal-11730	273	43	arduino	arduino	PROPN
american_scientific_journal-11730	273	44	portenta	portenta	NOUN
american_scientific_journal-11730	273	45	h7	h7	PROPN
american_scientific_journal-11730	273	46	dualcore	dualcore	NOUN
american_scientific_journal-11730	273	47	cortexm7+m4	cortexm7+m4	NOUN
american_scientific_journal-11730	273	48	8mb+16	8mb+16	NUM
american_scientific_journal-11730	273	49	mb	mb	ADP
american_scientific_journal-11730	273	50	none	none	NOUN
american_scientific_journal-11730	273	51	(	(	PUNCT
american_scientific_journal-11730	273	52	tinyml	tinyml	ADJ
american_scientific_journal-11730	273	53	)	)	PUNCT
american_scientific_journal-11730	273	54	<	<	X
american_scientific_journal-11730	273	55	1w	1w	NUM
american_scientific_journal-11730	273	56	>	>	PUNCT
american_scientific_journal-11730	273	57	1000ms	1000ms	PROPN
american_scientific_journal-11730	273	58	nvidia	nvidia	PROPN
american_scientific_journal-11730	273	59	jetson	jetson	PROPN
american_scientific_journal-11730	273	60	xavier	xavier	PROPN
american_scientific_journal-11730	273	61	nx	nx	PROPN
american_scientific_journal-11730	273	62	hexacore	hexacore	PROPN
american_scientific_journal-11730	273	63	carmel	carmel	PROPN
american_scientific_journal-11730	273	64	armv8	armv8	PROPN
american_scientific_journal-11730	273	65	8	8	NUM
american_scientific_journal-11730	273	66	gb	gb	NOUN
american_scientific_journal-11730	273	67	lpddr4x	lpddr4x	ADJ
american_scientific_journal-11730	273	68	384	384	NUM
american_scientific_journal-11730	273	69	-	-	PUNCT
american_scientific_journal-11730	273	70	core	core	NOUN
american_scientific_journal-11730	273	71	volta	volta	NOUN
american_scientific_journal-11730	273	72	gpu	gpu	X
american_scientific_journal-11730	273	73	+	+	CCONJ
american_scientific_journal-11730	273	74	48	48	NUM
american_scientific_journal-11730	273	75	tensor	tensor	NOUN
american_scientific_journal-11730	273	76	cores	core	NOUN
american_scientific_journal-11730	273	77	10	10	NUM
american_scientific_journal-11730	273	78	-	-	PUNCT
american_scientific_journal-11730	273	79	15w	15w	NOUN
american_scientific_journal-11730	273	80	60	60	NUM
american_scientific_journal-11730	273	81	-	-	PUNCT
american_scientific_journal-11730	273	82	80ms	80ms	ADJ
american_scientific_journal-11730	273	83	american	american	ADJ
american_scientific_journal-11730	273	84	academic	academic	ADJ
american_scientific_journal-11730	273	85	scientific	scientific	ADJ
american_scientific_journal-11730	273	86	research	research	NOUN
american_scientific_journal-11730	273	87	journal	journal	NOUN
american_scientific_journal-11730	273	88	for	for	ADP
american_scientific_journal-11730	273	89	engineering	engineering	NOUN
american_scientific_journal-11730	273	90	,	,	PUNCT
american_scientific_journal-11730	273	91	technology	technology	NOUN
american_scientific_journal-11730	273	92	,	,	PUNCT
american_scientific_journal-11730	273	93	and	and	CCONJ
american_scientific_journal-11730	273	94	sciences	science	NOUN
american_scientific_journal-11730	273	95	(	(	PUNCT
american_scientific_journal-11730	273	96	asrjets	asrjet	NOUN
american_scientific_journal-11730	273	97	)	)	PUNCT
american_scientific_journal-11730	273	98	volume	volume	NOUN
american_scientific_journal-11730	273	99	102	102	NUM
american_scientific_journal-11730	273	100	,	,	PUNCT
american_scientific_journal-11730	273	101	no	no	DET
american_scientific_journal-11730	273	102	1	1	NUM
american_scientific_journal-11730	273	103	,	,	PUNCT
american_scientific_journal-11730	273	104	pp	pp	ADV
american_scientific_journal-11730	273	105	227	227	NUM
american_scientific_journal-11730	273	106	-	-	SYM
american_scientific_journal-11730	273	107	248	248	NUM
american_scientific_journal-11730	273	108	240	240	NUM
american_scientific_journal-11730	273	109	vii	vii	PROPN
american_scientific_journal-11730	273	110	.	.	PUNCT
american_scientific_journal-11730	274	1	research	research	NOUN
american_scientific_journal-11730	274	2	trends	trend	NOUN
american_scientific_journal-11730	274	3	and	and	CCONJ
american_scientific_journal-11730	274	4	emerging	emerge	VERB
american_scientific_journal-11730	274	5	innovations	innovation	NOUN
american_scientific_journal-11730	274	6	the	the	DET
american_scientific_journal-11730	274	7	edge	edge	NOUN
american_scientific_journal-11730	274	8	ai	ai	VERB
american_scientific_journal-11730	274	9	field	field	NOUN
american_scientific_journal-11730	274	10	is	be	AUX
american_scientific_journal-11730	274	11	undergoing	undergo	VERB
american_scientific_journal-11730	274	12	rapid	rapid	ADJ
american_scientific_journal-11730	274	13	transformation	transformation	NOUN
american_scientific_journal-11730	274	14	as	as	SCONJ
american_scientific_journal-11730	274	15	new	new	ADJ
american_scientific_journal-11730	274	16	breakthroughs	breakthrough	NOUN
american_scientific_journal-11730	274	17	change	change	VERB
american_scientific_journal-11730	274	18	how	how	SCONJ
american_scientific_journal-11730	274	19	intelligence	intelligence	NOUN
american_scientific_journal-11730	274	20	can	can	AUX
american_scientific_journal-11730	274	21	be	be	AUX
american_scientific_journal-11730	274	22	processed	process	VERB
american_scientific_journal-11730	274	23	at	at	ADP
american_scientific_journal-11730	274	24	the	the	DET
american_scientific_journal-11730	274	25	location	location	NOUN
american_scientific_journal-11730	274	26	where	where	SCONJ
american_scientific_journal-11730	274	27	data	datum	NOUN
american_scientific_journal-11730	274	28	is	be	AUX
american_scientific_journal-11730	274	29	produced	produce	VERB
american_scientific_journal-11730	274	30	.	.	PUNCT
american_scientific_journal-11730	275	1	this	this	DET
american_scientific_journal-11730	275	2	section	section	NOUN
american_scientific_journal-11730	275	3	explores	explore	VERB
american_scientific_journal-11730	275	4	cutting	cutting	NOUN
american_scientific_journal-11730	275	5	-	-	PUNCT
american_scientific_journal-11730	275	6	edge	edge	NOUN
american_scientific_journal-11730	275	7	research	research	NOUN
american_scientific_journal-11730	275	8	trends	trend	NOUN
american_scientific_journal-11730	275	9	and	and	CCONJ
american_scientific_journal-11730	275	10	technological	technological	ADJ
american_scientific_journal-11730	275	11	innovations	innovation	NOUN
american_scientific_journal-11730	275	12	pushing	push	VERB
american_scientific_journal-11730	275	13	the	the	DET
american_scientific_journal-11730	275	14	boundaries	boundary	NOUN
american_scientific_journal-11730	275	15	of	of	ADP
american_scientific_journal-11730	275	16	on	on	ADP
american_scientific_journal-11730	275	17	-	-	PUNCT
american_scientific_journal-11730	275	18	device	device	NOUN
american_scientific_journal-11730	275	19	machine	machine	NOUN
american_scientific_journal-11730	275	20	learning	learn	VERB
american_scientific_journal-11730	275	21	[	[	X
american_scientific_journal-11730	275	22	11	11	NUM
american_scientific_journal-11730	275	23	]	]	PUNCT
american_scientific_journal-11730	275	24	.	.	PUNCT
american_scientific_journal-11730	276	1	the	the	DET
american_scientific_journal-11730	276	2	innovation	innovation	NOUN
american_scientific_journal-11730	276	3	of	of	ADP
american_scientific_journal-11730	276	4	these	these	DET
american_scientific_journal-11730	276	5	new	new	ADJ
american_scientific_journal-11730	276	6	approaches	approach	NOUN
american_scientific_journal-11730	276	7	promises	promise	VERB
american_scientific_journal-11730	276	8	to	to	PART
american_scientific_journal-11730	276	9	boost	boost	VERB
american_scientific_journal-11730	276	10	a	a	DET
american_scientific_journal-11730	276	11	range	range	NOUN
american_scientific_journal-11730	276	12	of	of	ADP
american_scientific_journal-11730	276	13	characteristics	characteristic	NOUN
american_scientific_journal-11730	276	14	fundamental	fundamental	ADJ
american_scientific_journal-11730	276	15	to	to	ADP
american_scientific_journal-11730	276	16	widespread	widespread	ADJ
american_scientific_journal-11730	276	17	uptake	uptake	NOUN
american_scientific_journal-11730	276	18	and	and	CCONJ
american_scientific_journal-11730	276	19	achieving	achieve	VERB
american_scientific_journal-11730	276	20	successful	successful	ADJ
american_scientific_journal-11730	276	21	eb1	eb1	PROPN
american_scientific_journal-11730	276	22	outcomes	outcome	NOUN
american_scientific_journal-11730	276	23	through	through	ADP
american_scientific_journal-11730	276	24	evident	evident	ADJ
american_scientific_journal-11730	276	25	novelty	novelty	NOUN
american_scientific_journal-11730	276	26	and	and	CCONJ
american_scientific_journal-11730	276	27	significant	significant	ADJ
american_scientific_journal-11730	276	28	impacts	impact	NOUN
american_scientific_journal-11730	276	29	.	.	PUNCT
american_scientific_journal-11730	277	1	a	a	DET
american_scientific_journal-11730	277	2	crucial	crucial	ADJ
american_scientific_journal-11730	277	3	development	development	NOUN
american_scientific_journal-11730	277	4	is	be	AUX
american_scientific_journal-11730	277	5	the	the	DET
american_scientific_journal-11730	277	6	growth	growth	NOUN
american_scientific_journal-11730	277	7	of	of	ADP
american_scientific_journal-11730	277	8	decentralized	decentralize	VERB
american_scientific_journal-11730	277	9	methods	method	NOUN
american_scientific_journal-11730	277	10	for	for	ADP
american_scientific_journal-11730	277	11	distributed	distribute	VERB
american_scientific_journal-11730	277	12	machine	machine	NOUN
american_scientific_journal-11730	277	13	learning	learning	NOUN
american_scientific_journal-11730	277	14	(	(	PUNCT
american_scientific_journal-11730	277	15	federated	federated	ADJ
american_scientific_journal-11730	277	16	learning	learning	NOUN
american_scientific_journal-11730	277	17	,	,	PUNCT
american_scientific_journal-11730	277	18	federated	federate	VERB
american_scientific_journal-11730	277	19	wh	wh	NOUN
american_scientific_journal-11730	277	20	as	as	ADV
american_scientific_journal-11730	277	21	well	well	ADV
american_scientific_journal-11730	277	22	as	as	ADP
american_scientific_journal-11730	277	23	models	model	NOUN
american_scientific_journal-11730	277	24	.	.	PUNCT
american_scientific_journal-11730	278	1	federated	federated	ADJ
american_scientific_journal-11730	278	2	learning	learning	NOUN
american_scientific_journal-11730	278	3	facilitates	facilitate	VERB
american_scientific_journal-11730	278	4	collaborative	collaborative	ADJ
american_scientific_journal-11730	278	5	training	training	NOUN
american_scientific_journal-11730	278	6	directly	directly	ADV
american_scientific_journal-11730	278	7	on	on	ADP
american_scientific_journal-11730	278	8	decentralized	decentralized	ADJ
american_scientific_journal-11730	278	9	edge	edge	NOUN
american_scientific_journal-11730	278	10	devices	device	NOUN
american_scientific_journal-11730	278	11	and	and	CCONJ
american_scientific_journal-11730	278	12	does	do	AUX
american_scientific_journal-11730	278	13	n't	not	PART
american_scientific_journal-11730	278	14	involve	involve	VERB
american_scientific_journal-11730	278	15	sharing	share	VERB
american_scientific_journal-11730	278	16	confidential	confidential	ADJ
american_scientific_journal-11730	278	17	information	information	NOUN
american_scientific_journal-11730	278	18	.	.	PUNCT
american_scientific_journal-11730	279	1	new	new	ADJ
american_scientific_journal-11730	279	2	advances	advance	NOUN
american_scientific_journal-11730	279	3	emphasize	emphasize	VERB
american_scientific_journal-11730	279	4	improving	improve	VERB
american_scientific_journal-11730	279	5	the	the	DET
american_scientific_journal-11730	279	6	efficacy	efficacy	NOUN
american_scientific_journal-11730	279	7	of	of	ADP
american_scientific_journal-11730	279	8	communication	communication	NOUN
american_scientific_journal-11730	279	9	through	through	ADP
american_scientific_journal-11730	279	10	gradient	gradient	ADJ
american_scientific_journal-11730	279	11	sparsification	sparsification	NOUN
american_scientific_journal-11730	279	12	,	,	PUNCT
american_scientific_journal-11730	279	13	model	model	NOUN
american_scientific_journal-11730	279	14	quantization	quantization	NOUN
american_scientific_journal-11730	279	15	,	,	PUNCT
american_scientific_journal-11730	279	16	and	and	CCONJ
american_scientific_journal-11730	279	17	adaptive	adaptive	ADJ
american_scientific_journal-11730	279	18	synchronization	synchronization	NOUN
american_scientific_journal-11730	279	19	methods	method	NOUN
american_scientific_journal-11730	279	20	.	.	PUNCT
american_scientific_journal-11730	280	1	techniques	technique	NOUN
american_scientific_journal-11730	280	2	such	such	ADJ
american_scientific_journal-11730	280	3	as	as	ADP
american_scientific_journal-11730	280	4	hierarchical	hierarchical	ADJ
american_scientific_journal-11730	280	5	federated	federated	ADJ
american_scientific_journal-11730	280	6	learning	learning	NOUN
american_scientific_journal-11730	280	7	and	and	CCONJ
american_scientific_journal-11730	280	8	cross	cross	NOUN
american_scientific_journal-11730	280	9	-	-	ADJ
american_scientific_journal-11730	280	10	silo	silo	ADJ
american_scientific_journal-11730	280	11	/	/	SYM
american_scientific_journal-11730	280	12	cross	cross	ADJ
american_scientific_journal-11730	280	13	-	-	ADJ
american_scientific_journal-11730	280	14	device	device	ADJ
american_scientific_journal-11730	280	15	training	training	NOUN
american_scientific_journal-11730	280	16	enhance	enhance	NOUN
american_scientific_journal-11730	280	17	scalability	scalability	NOUN
american_scientific_journal-11730	280	18	and	and	CCONJ
american_scientific_journal-11730	280	19	heterogeneity	heterogeneity	NOUN
american_scientific_journal-11730	280	20	support	support	NOUN
american_scientific_journal-11730	280	21	,	,	PUNCT
american_scientific_journal-11730	280	22	making	make	VERB
american_scientific_journal-11730	280	23	federated	federated	ADJ
american_scientific_journal-11730	280	24	learning	learn	VERB
american_scientific_journal-11730	280	25	viable	viable	ADJ
american_scientific_journal-11730	280	26	even	even	ADV
american_scientific_journal-11730	280	27	in	in	ADP
american_scientific_journal-11730	280	28	bandwidth	bandwidth	ADJ
american_scientific_journal-11730	280	29	-	-	PUNCT
american_scientific_journal-11730	280	30	limited	limited	ADJ
american_scientific_journal-11730	280	31	or	or	CCONJ
american_scientific_journal-11730	280	32	non	non	ADJ
american_scientific_journal-11730	280	33	-	-	ADJ
american_scientific_journal-11730	280	34	iid	iid	ADJ
american_scientific_journal-11730	280	35	data	datum	NOUN
american_scientific_journal-11730	280	36	scenarios	scenario	NOUN
american_scientific_journal-11730	280	37	[	[	X
american_scientific_journal-11730	280	38	6	6	NUM
american_scientific_journal-11730	280	39	]	]	PUNCT
american_scientific_journal-11730	280	40	.	.	PUNCT
american_scientific_journal-11730	281	1	federated	federated	ADJ
american_scientific_journal-11730	281	2	analytics	analytic	NOUN
american_scientific_journal-11730	281	3	is	be	AUX
american_scientific_journal-11730	281	4	also	also	ADV
american_scientific_journal-11730	281	5	picking	pick	VERB
american_scientific_journal-11730	281	6	up	up	ADP
american_scientific_journal-11730	281	7	speed	speed	NOUN
american_scientific_journal-11730	281	8	,	,	PUNCT
american_scientific_journal-11730	281	9	providing	provide	VERB
american_scientific_journal-11730	281	10	aggregate	aggregate	ADJ
american_scientific_journal-11730	281	11	insights	insight	NOUN
american_scientific_journal-11730	281	12	without	without	ADP
american_scientific_journal-11730	281	13	revealing	reveal	VERB
american_scientific_journal-11730	281	14	user	user	NOUN
american_scientific_journal-11730	281	15	data	datum	NOUN
american_scientific_journal-11730	281	16	,	,	PUNCT
american_scientific_journal-11730	281	17	which	which	PRON
american_scientific_journal-11730	281	18	is	be	AUX
american_scientific_journal-11730	281	19	a	a	DET
american_scientific_journal-11730	281	20	major	major	ADJ
american_scientific_journal-11730	281	21	step	step	NOUN
american_scientific_journal-11730	281	22	in	in	ADP
american_scientific_journal-11730	281	23	responsible	responsible	ADJ
american_scientific_journal-11730	281	24	ai	ai	VERB
american_scientific_journal-11730	281	25	at	at	ADP
american_scientific_journal-11730	281	26	the	the	DET
american_scientific_journal-11730	281	27	edge	edge	NOUN
american_scientific_journal-11730	281	28	.	.	PUNCT
american_scientific_journal-11730	282	1	personalized	personalize	VERB
american_scientific_journal-11730	282	2	ai	ai	VERB
american_scientific_journal-11730	282	3	is	be	AUX
american_scientific_journal-11730	282	4	another	another	DET
american_scientific_journal-11730	282	5	fast	fast	ADV
american_scientific_journal-11730	282	6	-	-	PUNCT
american_scientific_journal-11730	282	7	emerging	emerge	VERB
american_scientific_journal-11730	282	8	sphere	sphere	NOUN
american_scientific_journal-11730	282	9	.	.	PUNCT
american_scientific_journal-11730	283	1	traditional	traditional	ADJ
american_scientific_journal-11730	283	2	centralized	centralize	VERB
american_scientific_journal-11730	283	3	models	model	NOUN
american_scientific_journal-11730	283	4	are	be	AUX
american_scientific_journal-11730	283	5	often	often	ADV
american_scientific_journal-11730	283	6	limited	limit	VERB
american_scientific_journal-11730	283	7	in	in	ADP
american_scientific_journal-11730	283	8	understanding	understand	VERB
american_scientific_journal-11730	283	9	user	user	NOUN
american_scientific_journal-11730	283	10	-	-	PUNCT
american_scientific_journal-11730	283	11	specific	specific	ADJ
american_scientific_journal-11730	283	12	behaviors	behavior	NOUN
american_scientific_journal-11730	283	13	or	or	CCONJ
american_scientific_journal-11730	283	14	even	even	ADV
american_scientific_journal-11730	283	15	preferences	preference	NOUN
american_scientific_journal-11730	283	16	thus	thus	ADV
american_scientific_journal-11730	283	17	resulting	result	VERB
american_scientific_journal-11730	283	18	in	in	ADP
american_scientific_journal-11730	283	19	generic	generic	ADJ
american_scientific_journal-11730	283	20	and	and	CCONJ
american_scientific_journal-11730	283	21	suboptimal	suboptimal	ADJ
american_scientific_journal-11730	283	22	user	user	NOUN
american_scientific_journal-11730	283	23	experiences	experience	NOUN
american_scientific_journal-11730	283	24	.	.	PUNCT
american_scientific_journal-11730	284	1	with	with	ADP
american_scientific_journal-11730	284	2	models	model	NOUN
american_scientific_journal-11730	284	3	adapting	adapt	VERB
american_scientific_journal-11730	284	4	on	on	ADP
american_scientific_journal-11730	284	5	-	-	PUNCT
american_scientific_journal-11730	284	6	device	device	NOUN
american_scientific_journal-11730	284	7	based	base	VERB
american_scientific_journal-11730	284	8	on	on	ADP
american_scientific_journal-11730	284	9	local	local	ADJ
american_scientific_journal-11730	284	10	interactions	interaction	NOUN
american_scientific_journal-11730	284	11	,	,	PUNCT
american_scientific_journal-11730	284	12	edge	edge	NOUN
american_scientific_journal-11730	284	13	-	-	PUNCT
american_scientific_journal-11730	284	14	based	base	VERB
american_scientific_journal-11730	284	15	personalization	personalization	NOUN
american_scientific_journal-11730	284	16	enables	enable	VERB
american_scientific_journal-11730	284	17	live	live	VERB
american_scientific_journal-11730	284	18	fine	fine	ADV
american_scientific_journal-11730	284	19	-	-	PUNCT
american_scientific_journal-11730	284	20	tuning	tuning	NOUN
american_scientific_journal-11730	284	21	without	without	ADP
american_scientific_journal-11730	284	22	cloud	cloud	NOUN
american_scientific_journal-11730	284	23	dependency	dependency	NOUN
american_scientific_journal-11730	284	24	.	.	PUNCT
american_scientific_journal-11730	285	1	methods	method	NOUN
american_scientific_journal-11730	285	2	involve	involve	VERB
american_scientific_journal-11730	285	3	transfer	transfer	NOUN
american_scientific_journal-11730	285	4	learning	learning	NOUN
american_scientific_journal-11730	285	5	,	,	PUNCT
american_scientific_journal-11730	285	6	meta	meta	PROPN
american_scientific_journal-11730	285	7	-	-	PUNCT
american_scientific_journal-11730	285	8	learning	learning	NOUN
american_scientific_journal-11730	285	9	,	,	PUNCT
american_scientific_journal-11730	285	10	and	and	CCONJ
american_scientific_journal-11730	285	11	continual	continual	ADJ
american_scientific_journal-11730	285	12	learning	learning	NOUN
american_scientific_journal-11730	285	13	,	,	PUNCT
american_scientific_journal-11730	285	14	where	where	SCONJ
american_scientific_journal-11730	285	15	models	model	NOUN
american_scientific_journal-11730	285	16	can	can	AUX
american_scientific_journal-11730	285	17	learn	learn	VERB
american_scientific_journal-11730	285	18	new	new	ADJ
american_scientific_journal-11730	285	19	tasks	task	NOUN
american_scientific_journal-11730	285	20	while	while	SCONJ
american_scientific_journal-11730	285	21	not	not	PART
american_scientific_journal-11730	285	22	forgetting	forget	VERB
american_scientific_journal-11730	285	23	the	the	DET
american_scientific_journal-11730	285	24	old	old	ADJ
american_scientific_journal-11730	285	25	ones	one	NOUN
american_scientific_journal-11730	285	26	incrementally	incrementally	ADV
american_scientific_journal-11730	285	27	.	.	PUNCT
american_scientific_journal-11730	286	1	lifelong	lifelong	ADJ
american_scientific_journal-11730	286	2	learning	learning	NOUN
american_scientific_journal-11730	286	3	frameworks	framework	NOUN
american_scientific_journal-11730	286	4	are	be	AUX
american_scientific_journal-11730	286	5	being	be	AUX
american_scientific_journal-11730	286	6	studied	study	VERB
american_scientific_journal-11730	286	7	to	to	PART
american_scientific_journal-11730	286	8	help	help	VERB
american_scientific_journal-11730	286	9	keep	keep	VERB
american_scientific_journal-11730	286	10	a	a	DET
american_scientific_journal-11730	286	11	short	short	ADJ
american_scientific_journal-11730	286	12	knowledge	knowledge	NOUN
american_scientific_journal-11730	286	13	base	base	NOUN
american_scientific_journal-11730	286	14	and	and	CCONJ
american_scientific_journal-11730	286	15	to	to	PART
american_scientific_journal-11730	286	16	be	be	AUX
american_scientific_journal-11730	286	17	able	able	ADJ
american_scientific_journal-11730	286	18	to	to	PART
american_scientific_journal-11730	286	19	incorporate	incorporate	VERB
american_scientific_journal-11730	286	20	new	new	ADJ
american_scientific_journal-11730	286	21	data	datum	NOUN
american_scientific_journal-11730	286	22	,	,	PUNCT
american_scientific_journal-11730	286	23	specifically	specifically	ADV
american_scientific_journal-11730	286	24	within	within	ADP
american_scientific_journal-11730	286	25	health	health	NOUN
american_scientific_journal-11730	286	26	monitoring	monitoring	NOUN
american_scientific_journal-11730	286	27	and	and	CCONJ
american_scientific_journal-11730	286	28	smart	smart	ADJ
american_scientific_journal-11730	286	29	assistant	assistant	ADJ
american_scientific_journal-11730	286	30	apps	app	NOUN
american_scientific_journal-11730	286	31	[	[	X
american_scientific_journal-11730	286	32	12	12	NUM
american_scientific_journal-11730	286	33	]	]	PUNCT
american_scientific_journal-11730	286	34	.	.	PUNCT
american_scientific_journal-11730	287	1	these	these	DET
american_scientific_journal-11730	287	2	systems	system	NOUN
american_scientific_journal-11730	287	3	can	can	AUX
american_scientific_journal-11730	287	4	alter	alter	VERB
american_scientific_journal-11730	287	5	their	their	PRON
american_scientific_journal-11730	287	6	performance	performance	NOUN
american_scientific_journal-11730	287	7	according	accord	VERB
american_scientific_journal-11730	287	8	to	to	ADP
american_scientific_journal-11730	287	9	the	the	DET
american_scientific_journal-11730	287	10	feedback	feedback	NOUN
american_scientific_journal-11730	287	11	from	from	ADP
american_scientific_journal-11730	287	12	the	the	DET
american_scientific_journal-11730	287	13	user	user	NOUN
american_scientific_journal-11730	287	14	so	so	SCONJ
american_scientific_journal-11730	287	15	that	that	SCONJ
american_scientific_journal-11730	287	16	ai	ai	VERB
american_scientific_journal-11730	287	17	can	can	AUX
american_scientific_journal-11730	287	18	grow	grow	VERB
american_scientific_journal-11730	287	19	contextually	contextually	ADV
american_scientific_journal-11730	287	20	over	over	ADP
american_scientific_journal-11730	287	21	time	time	NOUN
american_scientific_journal-11730	287	22	.	.	PUNCT
american_scientific_journal-11730	288	1	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	288	2	computing	computing	NOUN
american_scientific_journal-11730	288	3	is	be	AUX
american_scientific_journal-11730	288	4	a	a	DET
american_scientific_journal-11730	288	5	promising	promising	ADJ
american_scientific_journal-11730	288	6	direction	direction	NOUN
american_scientific_journal-11730	288	7	for	for	ADP
american_scientific_journal-11730	288	8	ultra	ultra	ADJ
american_scientific_journal-11730	288	9	-	-	ADJ
american_scientific_journal-11730	288	10	low	low	ADJ
american_scientific_journal-11730	288	11	-	-	PUNCT
american_scientific_journal-11730	288	12	power	power	NOUN
american_scientific_journal-11730	288	13	edge	edge	NOUN
american_scientific_journal-11730	288	14	ai	ai	VERB
american_scientific_journal-11730	288	15	.	.	PUNCT
american_scientific_journal-11730	289	1	taking	take	VERB
american_scientific_journal-11730	289	2	the	the	DET
american_scientific_journal-11730	289	3	human	human	ADJ
american_scientific_journal-11730	289	4	brain	brain	NOUN
american_scientific_journal-11730	289	5	as	as	ADP
american_scientific_journal-11730	289	6	the	the	DET
american_scientific_journal-11730	289	7	inspiration	inspiration	NOUN
american_scientific_journal-11730	289	8	,	,	PUNCT
american_scientific_journal-11730	289	9	this	this	DET
american_scientific_journal-11730	289	10	paradigm	paradigm	NOUN
american_scientific_journal-11730	289	11	applies	apply	VERB
american_scientific_journal-11730	289	12	event	event	NOUN
american_scientific_journal-11730	289	13	-	-	PUNCT
american_scientific_journal-11730	289	14	driven	drive	VERB
american_scientific_journal-11730	289	15	processing	processing	NOUN
american_scientific_journal-11730	289	16	and	and	CCONJ
american_scientific_journal-11730	289	17	spiking	spike	VERB
american_scientific_journal-11730	289	18	neural	neural	ADJ
american_scientific_journal-11730	289	19	networks	network	NOUN
american_scientific_journal-11730	289	20	(	(	PUNCT
american_scientific_journal-11730	289	21	snns	snn	NOUN
american_scientific_journal-11730	289	22	)	)	PUNCT
american_scientific_journal-11730	289	23	to	to	PART
american_scientific_journal-11730	289	24	simulate	simulate	VERB
american_scientific_journal-11730	289	25	neuronal	neuronal	ADJ
american_scientific_journal-11730	289	26	communication	communication	NOUN
american_scientific_journal-11730	289	27	.	.	PUNCT
american_scientific_journal-11730	290	1	chips	chip	NOUN
american_scientific_journal-11730	290	2	like	like	ADP
american_scientific_journal-11730	290	3	intel	intel	PROPN
american_scientific_journal-11730	290	4	's	's	PART
american_scientific_journal-11730	290	5	loihi	loihi	PROPN
american_scientific_journal-11730	290	6	and	and	CCONJ
american_scientific_journal-11730	290	7	ibm	ibm	PROPN
american_scientific_journal-11730	290	8	's	's	PART
american_scientific_journal-11730	290	9	truenorth	truenorth	NOUN
american_scientific_journal-11730	290	10	implement	implement	VERB
american_scientific_journal-11730	290	11	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	290	12	architectures	architecture	NOUN
american_scientific_journal-11730	290	13	that	that	PRON
american_scientific_journal-11730	290	14	offer	offer	VERB
american_scientific_journal-11730	290	15	orders	order	NOUN
american_scientific_journal-11730	290	16	-	-	PUNCT
american_scientific_journal-11730	290	17	of	of	ADP
american_scientific_journal-11730	290	18	-	-	PUNCT
american_scientific_journal-11730	290	19	magnitude	magnitude	NOUN
american_scientific_journal-11730	290	20	improvements	improvement	NOUN
american_scientific_journal-11730	290	21	in	in	ADP
american_scientific_journal-11730	290	22	energy	energy	NOUN
american_scientific_journal-11730	290	23	efficiency	efficiency	NOUN
american_scientific_journal-11730	290	24	compared	compare	VERB
american_scientific_journal-11730	290	25	to	to	ADP
american_scientific_journal-11730	290	26	traditional	traditional	ADJ
american_scientific_journal-11730	290	27	processors	processor	NOUN
american_scientific_journal-11730	290	28	.	.	PUNCT
american_scientific_journal-11730	291	1	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	291	2	systems	system	NOUN
american_scientific_journal-11730	291	3	shine	shine	VERB
american_scientific_journal-11730	291	4	at	at	ADP
american_scientific_journal-11730	291	5	sparse	sparse	ADJ
american_scientific_journal-11730	291	6	,	,	PUNCT
american_scientific_journal-11730	291	7	temporal	temporal	ADJ
american_scientific_journal-11730	291	8	data	datum	NOUN
american_scientific_journal-11730	291	9	like	like	ADP
american_scientific_journal-11730	291	10	audio	audio	NOUN
american_scientific_journal-11730	291	11	and	and	CCONJ
american_scientific_journal-11730	291	12	sensor	sensor	NOUN
american_scientific_journal-11730	291	13	streams	stream	NOUN
american_scientific_journal-11730	291	14	,	,	PUNCT
american_scientific_journal-11730	291	15	and	and	CCONJ
american_scientific_journal-11730	291	16	they	they	PRON
american_scientific_journal-11730	291	17	are	be	AUX
american_scientific_journal-11730	291	18	great	great	ADJ
american_scientific_journal-11730	291	19	for	for	ADP
american_scientific_journal-11730	291	20	wearable	wearable	ADJ
american_scientific_journal-11730	291	21	health	health	NOUN
american_scientific_journal-11730	291	22	monitors	monitor	NOUN
american_scientific_journal-11730	291	23	and	and	CCONJ
american_scientific_journal-11730	291	24	robotic	robotic	ADJ
american_scientific_journal-11730	291	25	perception	perception	NOUN
american_scientific_journal-11730	291	26	[	[	X
american_scientific_journal-11730	291	27	14	14	NUM
american_scientific_journal-11730	291	28	]	]	PUNCT
american_scientific_journal-11730	291	29	.	.	PUNCT
american_scientific_journal-11730	292	1	research	research	NOUN
american_scientific_journal-11730	292	2	is	be	AUX
american_scientific_journal-11730	292	3	also	also	ADV
american_scientific_journal-11730	292	4	looking	look	VERB
american_scientific_journal-11730	292	5	at	at	ADP
american_scientific_journal-11730	292	6	hybrid	hybrid	ADJ
american_scientific_journal-11730	292	7	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	292	8	systems	system	NOUN
american_scientific_journal-11730	292	9	that	that	PRON
american_scientific_journal-11730	292	10	combine	combine	VERB
american_scientific_journal-11730	292	11	traditional	traditional	ADJ
american_scientific_journal-11730	292	12	and	and	CCONJ
american_scientific_journal-11730	292	13	event	event	NOUN
american_scientific_journal-11730	292	14	-	-	PUNCT
american_scientific_journal-11730	292	15	driven	drive	VERB
american_scientific_journal-11730	292	16	processing	processing	NOUN
american_scientific_journal-11730	292	17	to	to	PART
american_scientific_journal-11730	292	18	achieve	achieve	VERB
american_scientific_journal-11730	292	19	peak	peak	NOUN
american_scientific_journal-11730	292	20	performance	performance	NOUN
american_scientific_journal-11730	292	21	under	under	ADP
american_scientific_journal-11730	292	22	different	different	ADJ
american_scientific_journal-11730	292	23	workloads	workload	NOUN
american_scientific_journal-11730	292	24	.	.	PUNCT
american_scientific_journal-11730	293	1	some	some	PRON
american_scientific_journal-11730	293	2	of	of	ADP
american_scientific_journal-11730	293	3	the	the	DET
american_scientific_journal-11730	293	4	fields	field	NOUN
american_scientific_journal-11730	293	5	that	that	PRON
american_scientific_journal-11730	293	6	are	be	AUX
american_scientific_journal-11730	293	7	fiercely	fiercely	ADV
american_scientific_journal-11730	293	8	researched	research	VERB
american_scientific_journal-11730	293	9	are	be	AUX
american_scientific_journal-11730	293	10	split	split	VERB
american_scientific_journal-11730	293	11	learning	learning	NOUN
american_scientific_journal-11730	293	12	and	and	CCONJ
american_scientific_journal-11730	293	13	hybrid	hybrid	ADJ
american_scientific_journal-11730	293	14	edge	edge	NOUN
american_scientific_journal-11730	293	15	-	-	PUNCT
american_scientific_journal-11730	293	16	cloud	cloud	NOUN
american_scientific_journal-11730	293	17	inference	inference	NOUN
american_scientific_journal-11730	293	18	.	.	PUNCT
american_scientific_journal-11730	294	1	the	the	DET
american_scientific_journal-11730	294	2	split	split	NOUN
american_scientific_journal-11730	294	3	learning	learning	NOUN
american_scientific_journal-11730	294	4	splits	split	VERB
american_scientific_journal-11730	294	5	a	a	DET
american_scientific_journal-11730	294	6	neural	neural	ADJ
american_scientific_journal-11730	294	7	network	network	NOUN
american_scientific_journal-11730	294	8	between	between	ADP
american_scientific_journal-11730	294	9	edge	edge	NOUN
american_scientific_journal-11730	294	10	and	and	CCONJ
american_scientific_journal-11730	294	11	cloud	cloud	NOUN
american_scientific_journal-11730	294	12	resources	resource	NOUN
american_scientific_journal-11730	294	13	so	so	SCONJ
american_scientific_journal-11730	294	14	that	that	SCONJ
american_scientific_journal-11730	294	15	up	up	ADP
american_scientific_journal-11730	294	16	to	to	ADP
american_scientific_journal-11730	294	17	a	a	DET
american_scientific_journal-11730	294	18	part	part	NOUN
american_scientific_journal-11730	294	19	of	of	ADP
american_scientific_journal-11730	294	20	the	the	DET
american_scientific_journal-11730	294	21	model	model	NOUN
american_scientific_journal-11730	294	22	can	can	AUX
american_scientific_journal-11730	294	23	be	be	AUX
american_scientific_journal-11730	294	24	executed	execute	VERB
american_scientific_journal-11730	294	25	on	on	ADP
american_scientific_journal-11730	294	26	the	the	DET
american_scientific_journal-11730	294	27	device	device	NOUN
american_scientific_journal-11730	294	28	.	.	PUNCT
american_scientific_journal-11730	295	1	in	in	ADP
american_scientific_journal-11730	295	2	contrast	contrast	NOUN
american_scientific_journal-11730	295	3	,	,	PUNCT
american_scientific_journal-11730	295	4	more	more	ADV
american_scientific_journal-11730	295	5	intense	intense	ADJ
american_scientific_journal-11730	295	6	calculations	calculation	NOUN
american_scientific_journal-11730	295	7	are	be	AUX
american_scientific_journal-11730	295	8	outsourced	outsource	VERB
american_scientific_journal-11730	295	9	to	to	ADP
american_scientific_journal-11730	295	10	the	the	DET
american_scientific_journal-11730	295	11	cloud	cloud	NOUN
american_scientific_journal-11730	295	12	.	.	PUNCT
american_scientific_journal-11730	296	1	this	this	DET
american_scientific_journal-11730	296	2	approach	approach	NOUN
american_scientific_journal-11730	296	3	brings	bring	VERB
american_scientific_journal-11730	296	4	the	the	DET
american_scientific_journal-11730	296	5	latency	latency	NOUN
american_scientific_journal-11730	296	6	advantages	advantage	NOUN
american_scientific_journal-11730	296	7	of	of	ADP
american_scientific_journal-11730	296	8	edge	edge	NOUN
american_scientific_journal-11730	296	9	processing	processing	NOUN
american_scientific_journal-11730	296	10	with	with	ADP
american_scientific_journal-11730	296	11	the	the	DET
american_scientific_journal-11730	296	12	weight	weight	NOUN
american_scientific_journal-11730	296	13	of	of	ADP
american_scientific_journal-11730	296	14	cloud	cloud	ADJ
american_scientific_journal-11730	296	15	-	-	PUNCT
american_scientific_journal-11730	296	16	scale	scale	NOUN
american_scientific_journal-11730	296	17	computation	computation	NOUN
american_scientific_journal-11730	296	18	.	.	PUNCT
american_scientific_journal-11730	297	1	researchers	researcher	NOUN
american_scientific_journal-11730	297	2	are	be	AUX
american_scientific_journal-11730	297	3	trying	try	VERB
american_scientific_journal-11730	297	4	to	to	PART
american_scientific_journal-11730	297	5	reduce	reduce	VERB
american_scientific_journal-11730	297	6	the	the	DET
american_scientific_journal-11730	297	7	communication	communication	NOUN
american_scientific_journal-11730	297	8	overhead	overhead	ADV
american_scientific_journal-11730	297	9	and	and	CCONJ
american_scientific_journal-11730	297	10	secure	secure	VERB
american_scientific_journal-11730	297	11	intermediate	intermediate	ADJ
american_scientific_journal-11730	297	12	representations	representation	NOUN
american_scientific_journal-11730	297	13	to	to	PART
american_scientific_journal-11730	297	14	prevent	prevent	VERB
american_scientific_journal-11730	297	15	privacy	privacy	NOUN
american_scientific_journal-11730	297	16	leakage	leakage	NOUN
american_scientific_journal-11730	297	17	.	.	PUNCT
american_scientific_journal-11730	298	1	examples	example	NOUN
american_scientific_journal-11730	298	2	are	be	AUX
american_scientific_journal-11730	298	3	real	real	ADJ
american_scientific_journal-11730	298	4	-	-	PUNCT
american_scientific_journal-11730	298	5	time	time	NOUN
american_scientific_journal-11730	298	6	video	video	NOUN
american_scientific_journal-11730	298	7	analytics	analytic	NOUN
american_scientific_journal-11730	298	8	and	and	CCONJ
american_scientific_journal-11730	298	9	telemedicine	telemedicine	NOUN
american_scientific_journal-11730	298	10	diagnostics	diagnostic	NOUN
american_scientific_journal-11730	298	11	[	[	X
american_scientific_journal-11730	298	12	20	20	NUM
american_scientific_journal-11730	298	13	]	]	PUNCT
american_scientific_journal-11730	298	14	.	.	PUNCT
american_scientific_journal-11730	299	1	examples	example	NOUN
american_scientific_journal-11730	299	2	of	of	ADP
american_scientific_journal-11730	299	3	extensions	extension	NOUN
american_scientific_journal-11730	299	4	to	to	PART
american_scientific_journal-11730	299	5	split	split	ADJ
american_scientific_journal-11730	299	6	learning	learning	NOUN
american_scientific_journal-11730	299	7	are	be	AUX
american_scientific_journal-11730	299	8	chained	chain	VERB
american_scientific_journal-11730	299	9	edge	edge	NOUN
american_scientific_journal-11730	299	10	collaboration	collaboration	NOUN
american_scientific_journal-11730	299	11	,	,	PUNCT
american_scientific_journal-11730	299	12	where	where	SCONJ
american_scientific_journal-11730	299	13	multiple	multiple	ADJ
american_scientific_journal-11730	299	14	edge	edge	NOUN
american_scientific_journal-11730	299	15	nodes	node	NOUN
american_scientific_journal-11730	299	16	share	share	VERB
american_scientific_journal-11730	299	17	sub	sub	ADJ
american_scientific_journal-11730	299	18	-	-	ADJ
american_scientific_journal-11730	299	19	model	model	ADJ
american_scientific_journal-11730	299	20	outputs	output	NOUN
american_scientific_journal-11730	299	21	to	to	PART
american_scientific_journal-11730	299	22	facilitate	facilitate	VERB
american_scientific_journal-11730	299	23	multiamerican	multiamerican	ADJ
american_scientific_journal-11730	299	24	academic	academic	ADJ
american_scientific_journal-11730	299	25	scientific	scientific	ADJ
american_scientific_journal-11730	299	26	research	research	NOUN
american_scientific_journal-11730	299	27	journal	journal	NOUN
american_scientific_journal-11730	299	28	for	for	ADP
american_scientific_journal-11730	299	29	engineering	engineering	NOUN
american_scientific_journal-11730	299	30	,	,	PUNCT
american_scientific_journal-11730	299	31	technology	technology	NOUN
american_scientific_journal-11730	299	32	,	,	PUNCT
american_scientific_journal-11730	299	33	and	and	CCONJ
american_scientific_journal-11730	299	34	sciences	science	NOUN
american_scientific_journal-11730	299	35	(	(	PUNCT
american_scientific_journal-11730	299	36	asrjets	asrjet	NOUN
american_scientific_journal-11730	299	37	)	)	PUNCT
american_scientific_journal-11730	299	38	volume	volume	NOUN
american_scientific_journal-11730	299	39	102	102	NUM
american_scientific_journal-11730	299	40	,	,	PUNCT
american_scientific_journal-11730	299	41	no	no	DET
american_scientific_journal-11730	299	42	1	1	NUM
american_scientific_journal-11730	299	43	,	,	PUNCT
american_scientific_journal-11730	299	44	pp	pp	ADV
american_scientific_journal-11730	299	45	227	227	NUM
american_scientific_journal-11730	299	46	-	-	SYM
american_scientific_journal-11730	299	47	248	248	NUM
american_scientific_journal-11730	299	48	241	241	NUM
american_scientific_journal-11730	299	49	view	view	NOUN
american_scientific_journal-11730	299	50	learning	learn	VERB
american_scientific_journal-11730	299	51	from	from	ADP
american_scientific_journal-11730	299	52	distributed	distribute	VERB
american_scientific_journal-11730	299	53	data	datum	NOUN
american_scientific_journal-11730	299	54	.	.	PUNCT
american_scientific_journal-11730	300	1	rapid	rapid	ADJ
american_scientific_journal-11730	300	2	ai	ai	PROPN
american_scientific_journal-11730	300	3	hardware	hardware	NOUN
american_scientific_journal-11730	300	4	innovation	innovation	NOUN
american_scientific_journal-11730	300	5	was	be	AUX
american_scientific_journal-11730	300	6	not	not	PART
american_scientific_journal-11730	300	7	breaking	break	VERB
american_scientific_journal-11730	300	8	through	through	ADV
american_scientific_journal-11730	300	9	.	.	PUNCT
american_scientific_journal-11730	301	1	new	new	ADJ
american_scientific_journal-11730	301	2	-	-	PUNCT
american_scientific_journal-11730	301	3	generation	generation	NOUN
american_scientific_journal-11730	301	4	npus	npus	NOUN
american_scientific_journal-11730	301	5	,	,	PUNCT
american_scientific_journal-11730	301	6	analog	analog	NOUN
american_scientific_journal-11730	301	7	compute	compute	NOUN
american_scientific_journal-11730	301	8	engines	engine	NOUN
american_scientific_journal-11730	301	9	,	,	PUNCT
american_scientific_journal-11730	301	10	and	and	CCONJ
american_scientific_journal-11730	301	11	photonic	photonic	NOUN
american_scientific_journal-11730	301	12	processors	processor	NOUN
american_scientific_journal-11730	301	13	are	be	AUX
american_scientific_journal-11730	301	14	being	be	AUX
american_scientific_journal-11730	301	15	developed	develop	VERB
american_scientific_journal-11730	301	16	to	to	PART
american_scientific_journal-11730	301	17	address	address	VERB
american_scientific_journal-11730	301	18	traditional	traditional	ADJ
american_scientific_journal-11730	301	19	silicon	silicon	NOUN
american_scientific_journal-11730	301	20	's	's	PART
american_scientific_journal-11730	301	21	power	power	NOUN
american_scientific_journal-11730	301	22	-	-	PUNCT
american_scientific_journal-11730	301	23	density	density	NOUN
american_scientific_journal-11730	301	24	limits	limit	NOUN
american_scientific_journal-11730	301	25	.	.	PUNCT
american_scientific_journal-11730	302	1	these	these	DET
american_scientific_journal-11730	302	2	developments	development	NOUN
american_scientific_journal-11730	302	3	allow	allow	VERB
american_scientific_journal-11730	302	4	an	an	DET
american_scientific_journal-11730	302	5	always	always	ADV
american_scientific_journal-11730	302	6	-	-	PUNCT
american_scientific_journal-11730	302	7	on	on	ADP
american_scientific_journal-11730	302	8	inference	inference	NOUN
american_scientific_journal-11730	302	9	at	at	ADP
american_scientific_journal-11730	302	10	the	the	DET
american_scientific_journal-11730	302	11	edge	edge	NOUN
american_scientific_journal-11730	302	12	,	,	PUNCT
american_scientific_journal-11730	302	13	which	which	PRON
american_scientific_journal-11730	302	14	can	can	AUX
american_scientific_journal-11730	302	15	be	be	AUX
american_scientific_journal-11730	302	16	applied	apply	VERB
american_scientific_journal-11730	302	17	in	in	ADP
american_scientific_journal-11730	302	18	autonomous	autonomous	ADJ
american_scientific_journal-11730	302	19	surveillance	surveillance	NOUN
american_scientific_journal-11730	302	20	,	,	PUNCT
american_scientific_journal-11730	302	21	smart	smart	ADJ
american_scientific_journal-11730	302	22	cities	city	NOUN
american_scientific_journal-11730	302	23	,	,	PUNCT
american_scientific_journal-11730	302	24	and	and	CCONJ
american_scientific_journal-11730	302	25	environmental	environmental	ADJ
american_scientific_journal-11730	302	26	detection	detection	NOUN
american_scientific_journal-11730	302	27	cases	case	NOUN
american_scientific_journal-11730	302	28	.	.	PUNCT
american_scientific_journal-11730	303	1	emerging	emerge	VERB
american_scientific_journal-11730	303	2	3d	3d	NUM
american_scientific_journal-11730	303	3	-	-	PUNCT
american_scientific_journal-11730	303	4	stacked	stack	VERB
american_scientific_journal-11730	303	5	memory	memory	NOUN
american_scientific_journal-11730	303	6	and	and	CCONJ
american_scientific_journal-11730	303	7	processing	processing	NOUN
american_scientific_journal-11730	303	8	architectures	architecture	NOUN
american_scientific_journal-11730	303	9	also	also	ADV
american_scientific_journal-11730	303	10	mitigate	mitigate	VERB
american_scientific_journal-11730	303	11	latency	latency	NOUN
american_scientific_journal-11730	303	12	by	by	ADP
american_scientific_journal-11730	303	13	delivering	deliver	VERB
american_scientific_journal-11730	303	14	computation	computation	NOUN
american_scientific_journal-11730	303	15	closer	close	ADV
american_scientific_journal-11730	303	16	to	to	ADP
american_scientific_journal-11730	303	17	data	datum	NOUN
american_scientific_journal-11730	303	18	,	,	PUNCT
american_scientific_journal-11730	303	19	eliminating	eliminate	VERB
american_scientific_journal-11730	303	20	the	the	DET
american_scientific_journal-11730	303	21	design	design	NOUN
american_scientific_journal-11730	303	22	bottlenecks	bottleneck	NOUN
american_scientific_journal-11730	303	23	.	.	PUNCT
american_scientific_journal-11730	304	1	ai	ai	VERB
american_scientific_journal-11730	304	2	accelerators	accelerator	NOUN
american_scientific_journal-11730	304	3	,	,	PUNCT
american_scientific_journal-11730	304	4	including	include	VERB
american_scientific_journal-11730	304	5	native	native	ADJ
american_scientific_journal-11730	304	6	support	support	NOUN
american_scientific_journal-11730	304	7	for	for	ADP
american_scientific_journal-11730	304	8	quantization	quantization	NOUN
american_scientific_journal-11730	304	9	and	and	CCONJ
american_scientific_journal-11730	304	10	sparse	sparse	ADJ
american_scientific_journal-11730	304	11	matrix	matrix	NOUN
american_scientific_journal-11730	304	12	operations	operation	NOUN
american_scientific_journal-11730	304	13	,	,	PUNCT
american_scientific_journal-11730	304	14	are	be	AUX
american_scientific_journal-11730	304	15	making	make	VERB
american_scientific_journal-11730	304	16	deploying	deploy	VERB
american_scientific_journal-11730	304	17	state	state	NOUN
american_scientific_journal-11730	304	18	-	-	PUNCT
american_scientific_journal-11730	304	19	of	of	ADP
american_scientific_journal-11730	304	20	-	-	PUNCT
american_scientific_journal-11730	304	21	the	the	DET
american_scientific_journal-11730	304	22	-	-	PUNCT
american_scientific_journal-11730	304	23	art	art	NOUN
american_scientific_journal-11730	304	24	model	model	NOUN
american_scientific_journal-11730	304	25	inference	inference	NOUN
american_scientific_journal-11730	304	26	on	on	ADP
american_scientific_journal-11730	304	27	embedded	embed	VERB
american_scientific_journal-11730	304	28	devices	device	NOUN
american_scientific_journal-11730	304	29	practical	practical	ADJ
american_scientific_journal-11730	304	30	.	.	PUNCT
american_scientific_journal-11730	305	1	the	the	DET
american_scientific_journal-11730	305	2	integration	integration	NOUN
american_scientific_journal-11730	305	3	of	of	ADP
american_scientific_journal-11730	305	4	edge	edge	NOUN
american_scientific_journal-11730	305	5	ai	ai	VERB
american_scientific_journal-11730	305	6	with	with	ADP
american_scientific_journal-11730	305	7	5	5	NUM
american_scientific_journal-11730	305	8	g	g	NOUN
american_scientific_journal-11730	305	9	and	and	CCONJ
american_scientific_journal-11730	305	10	6	6	NUM
american_scientific_journal-11730	305	11	g	g	NOUN
american_scientific_journal-11730	305	12	networks	network	NOUN
american_scientific_journal-11730	305	13	is	be	AUX
american_scientific_journal-11730	305	14	expanding	expand	VERB
american_scientific_journal-11730	305	15	the	the	DET
american_scientific_journal-11730	305	16	boundaries	boundary	NOUN
american_scientific_journal-11730	305	17	of	of	ADP
american_scientific_journal-11730	305	18	what	what	PRON
american_scientific_journal-11730	305	19	edge	edge	NOUN
american_scientific_journal-11730	305	20	devices	device	NOUN
american_scientific_journal-11730	305	21	can	can	AUX
american_scientific_journal-11730	305	22	achieve	achieve	VERB
american_scientific_journal-11730	305	23	.	.	PUNCT
american_scientific_journal-11730	306	1	edge	edge	NOUN
american_scientific_journal-11730	306	2	devices	device	NOUN
american_scientific_journal-11730	306	3	can	can	AUX
american_scientific_journal-11730	306	4	dynamically	dynamically	VERB
american_scientific_journal-11730	306	5	access	access	VERB
american_scientific_journal-11730	306	6	distributed	distribute	VERB
american_scientific_journal-11730	306	7	intelligence	intelligence	NOUN
american_scientific_journal-11730	306	8	along	along	ADP
american_scientific_journal-11730	306	9	the	the	DET
american_scientific_journal-11730	306	10	edge	edge	NOUN
american_scientific_journal-11730	306	11	-	-	PUNCT
american_scientific_journal-11730	306	12	cloud	cloud	NOUN
american_scientific_journal-11730	306	13	continuum	continuum	NOUN
american_scientific_journal-11730	306	14	by	by	ADP
american_scientific_journal-11730	306	15	enjoying	enjoy	VERB
american_scientific_journal-11730	306	16	ultra	ultra	ADJ
american_scientific_journal-11730	306	17	-	-	ADJ
american_scientific_journal-11730	306	18	reliable	reliable	ADJ
american_scientific_journal-11730	306	19	low	low	ADJ
american_scientific_journal-11730	306	20	-	-	PUNCT
american_scientific_journal-11730	306	21	latency	latency	NOUN
american_scientific_journal-11730	306	22	communication	communication	NOUN
american_scientific_journal-11730	306	23	(	(	PUNCT
american_scientific_journal-11730	306	24	urllc	urllc	ADJ
american_scientific_journal-11730	306	25	)	)	PUNCT
american_scientific_journal-11730	306	26	and	and	CCONJ
american_scientific_journal-11730	306	27	network	network	NOUN
american_scientific_journal-11730	306	28	slicing	slicing	NOUN
american_scientific_journal-11730	306	29	.	.	PUNCT
american_scientific_journal-11730	307	1	this	this	PRON
american_scientific_journal-11730	307	2	enables	enable	VERB
american_scientific_journal-11730	307	3	collaborative	collaborative	ADJ
american_scientific_journal-11730	307	4	intelligence	intelligence	NOUN
american_scientific_journal-11730	307	5	in	in	ADP
american_scientific_journal-11730	307	6	which	which	PRON
american_scientific_journal-11730	307	7	drones	drone	NOUN
american_scientific_journal-11730	307	8	,	,	PUNCT
american_scientific_journal-11730	307	9	robots	robot	NOUN
american_scientific_journal-11730	307	10	,	,	PUNCT
american_scientific_journal-11730	307	11	and	and	CCONJ
american_scientific_journal-11730	307	12	autonomous	autonomous	ADJ
american_scientific_journal-11730	307	13	vehicles	vehicle	NOUN
american_scientific_journal-11730	307	14	share	share	VERB
american_scientific_journal-11730	307	15	real	real	ADJ
american_scientific_journal-11730	307	16	-	-	PUNCT
american_scientific_journal-11730	307	17	time	time	NOUN
american_scientific_journal-11730	307	18	information	information	NOUN
american_scientific_journal-11730	307	19	.	.	PUNCT
american_scientific_journal-11730	308	1	research	research	NOUN
american_scientific_journal-11730	308	2	is	be	AUX
american_scientific_journal-11730	308	3	investigating	investigate	VERB
american_scientific_journal-11730	308	4	ai	ai	ADJ
american_scientific_journal-11730	308	5	-	-	PUNCT
american_scientific_journal-11730	308	6	informed	inform	VERB
american_scientific_journal-11730	308	7	orchestration	orchestration	NOUN
american_scientific_journal-11730	308	8	algorithms	algorithm	NOUN
american_scientific_journal-11730	308	9	that	that	PRON
american_scientific_journal-11730	308	10	assign	assign	VERB
american_scientific_journal-11730	308	11	resources	resource	NOUN
american_scientific_journal-11730	308	12	and	and	CCONJ
american_scientific_journal-11730	308	13	tasks	task	NOUN
american_scientific_journal-11730	308	14	depending	depend	VERB
american_scientific_journal-11730	308	15	on	on	ADP
american_scientific_journal-11730	308	16	the	the	DET
american_scientific_journal-11730	308	17	network	network	NOUN
american_scientific_journal-11730	308	18	's	's	PART
american_scientific_journal-11730	308	19	state	state	NOUN
american_scientific_journal-11730	308	20	and	and	CCONJ
american_scientific_journal-11730	308	21	the	the	DET
american_scientific_journal-11730	308	22	tasks	task	NOUN
american_scientific_journal-11730	308	23	'	'	PART
american_scientific_journal-11730	308	24	importance	importance	NOUN
american_scientific_journal-11730	308	25	.	.	PUNCT
american_scientific_journal-11730	309	1	edge	edge	NOUN
american_scientific_journal-11730	309	2	-	-	PUNCT
american_scientific_journal-11730	309	3	native	native	ADJ
american_scientific_journal-11730	309	4	orchestration	orchestration	NOUN
american_scientific_journal-11730	309	5	frameworks	framework	NOUN
american_scientific_journal-11730	309	6	schedule	schedule	VERB
american_scientific_journal-11730	309	7	ai	ai	VERB
american_scientific_journal-11730	309	8	workloads	workload	NOUN
american_scientific_journal-11730	309	9	in	in	ADP
american_scientific_journal-11730	309	10	heterogeneous	heterogeneous	ADJ
american_scientific_journal-11730	309	11	environments	environment	NOUN
american_scientific_journal-11730	309	12	under	under	ADP
american_scientific_journal-11730	309	13	real	real	ADJ
american_scientific_journal-11730	309	14	-	-	PUNCT
american_scientific_journal-11730	309	15	time	time	NOUN
american_scientific_journal-11730	309	16	constraints	constraint	NOUN
american_scientific_journal-11730	309	17	.	.	PUNCT
american_scientific_journal-11730	310	1	in	in	ADP
american_scientific_journal-11730	310	2	security	security	NOUN
american_scientific_journal-11730	310	3	and	and	CCONJ
american_scientific_journal-11730	310	4	robustness	robustness	NOUN
american_scientific_journal-11730	310	5	,	,	PUNCT
american_scientific_journal-11730	310	6	adversarial	adversarial	ADJ
american_scientific_journal-11730	310	7	defense	defense	NOUN
american_scientific_journal-11730	310	8	techniques	technique	NOUN
american_scientific_journal-11730	310	9	tailored	tailor	VERB
american_scientific_journal-11730	310	10	for	for	ADP
american_scientific_journal-11730	310	11	edge	edge	NOUN
american_scientific_journal-11730	310	12	ai	ai	VERB
american_scientific_journal-11730	310	13	are	be	AUX
american_scientific_journal-11730	310	14	gaining	gain	VERB
american_scientific_journal-11730	310	15	attention	attention	NOUN
american_scientific_journal-11730	310	16	.	.	PUNCT
american_scientific_journal-11730	311	1	these	these	PRON
american_scientific_journal-11730	311	2	are	be	AUX
american_scientific_journal-11730	311	3	adversarial	adversarial	ADJ
american_scientific_journal-11730	311	4	training	training	NOUN
american_scientific_journal-11730	311	5	,	,	PUNCT
american_scientific_journal-11730	311	6	certified	certify	VERB
american_scientific_journal-11730	311	7	defenses	defense	NOUN
american_scientific_journal-11730	311	8	,	,	PUNCT
american_scientific_journal-11730	311	9	and	and	CCONJ
american_scientific_journal-11730	311	10	methods	method	NOUN
american_scientific_journal-11730	311	11	of	of	ADP
american_scientific_journal-11730	311	12	hardening	hardening	NOUN
american_scientific_journal-11730	311	13	models	model	NOUN
american_scientific_journal-11730	311	14	such	such	ADJ
american_scientific_journal-11730	311	15	as	as	ADP
american_scientific_journal-11730	311	16	feature	feature	NOUN
american_scientific_journal-11730	311	17	squeezing	squeeze	VERB
american_scientific_journal-11730	311	18	and	and	CCONJ
american_scientific_journal-11730	311	19	input	input	NOUN
american_scientific_journal-11730	311	20	randomization	randomization	NOUN
american_scientific_journal-11730	311	21	.	.	PUNCT
american_scientific_journal-11730	312	1	lightweight	lightweight	ADJ
american_scientific_journal-11730	312	2	cryptographic	cryptographic	ADJ
american_scientific_journal-11730	312	3	protocols	protocol	NOUN
american_scientific_journal-11730	312	4	are	be	AUX
american_scientific_journal-11730	312	5	combined	combine	VERB
american_scientific_journal-11730	312	6	with	with	ADP
american_scientific_journal-11730	312	7	edge	edge	NOUN
american_scientific_journal-11730	312	8	models	model	NOUN
american_scientific_journal-11730	312	9	for	for	ADP
american_scientific_journal-11730	312	10	the	the	DET
american_scientific_journal-11730	312	11	security	security	NOUN
american_scientific_journal-11730	312	12	of	of	ADP
american_scientific_journal-11730	312	13	inference	inference	NOUN
american_scientific_journal-11730	312	14	and	and	CCONJ
american_scientific_journal-11730	312	15	update	update	NOUN
american_scientific_journal-11730	312	16	procedures	procedure	NOUN
american_scientific_journal-11730	312	17	.	.	PUNCT
american_scientific_journal-11730	313	1	good	good	ADJ
american_scientific_journal-11730	313	2	ai	ai	VERB
american_scientific_journal-11730	313	3	research	research	NOUN
american_scientific_journal-11730	313	4	at	at	ADP
american_scientific_journal-11730	313	5	the	the	DET
american_scientific_journal-11730	313	6	edge	edge	NOUN
american_scientific_journal-11730	313	7	aims	aim	VERB
american_scientific_journal-11730	313	8	to	to	PART
american_scientific_journal-11730	313	9	certify	certify	VERB
american_scientific_journal-11730	313	10	the	the	DET
american_scientific_journal-11730	313	11	model	model	NOUN
american_scientific_journal-11730	313	12	behavior	behavior	NOUN
american_scientific_journal-11730	313	13	and	and	CCONJ
american_scientific_journal-11730	313	14	rigidity	rigidity	NOUN
american_scientific_journal-11730	313	15	to	to	ADP
american_scientific_journal-11730	313	16	data	datum	NOUN
american_scientific_journal-11730	313	17	drifts	drift	NOUN
american_scientific_journal-11730	313	18	,	,	PUNCT
american_scientific_journal-11730	313	19	out	out	ADV
american_scientific_journal-11730	313	20	-	-	PUNCT
american_scientific_journal-11730	313	21	of	of	ADP
american_scientific_journal-11730	313	22	-	-	PUNCT
american_scientific_journal-11730	313	23	distribution	distribution	NOUN
american_scientific_journal-11730	313	24	inputs	input	NOUN
american_scientific_journal-11730	313	25	,	,	PUNCT
american_scientific_journal-11730	313	26	and	and	CCONJ
american_scientific_journal-11730	313	27	noisy	noisy	ADJ
american_scientific_journal-11730	313	28	sensors	sensor	NOUN
american_scientific_journal-11730	313	29	.	.	PUNCT
american_scientific_journal-11730	314	1	formal	formal	ADJ
american_scientific_journal-11730	314	2	verification	verification	NOUN
american_scientific_journal-11730	314	3	of	of	ADP
american_scientific_journal-11730	314	4	lightweight	lightweight	ADJ
american_scientific_journal-11730	314	5	models	model	NOUN
american_scientific_journal-11730	314	6	and	and	CCONJ
american_scientific_journal-11730	314	7	hardware	hardware	NOUN
american_scientific_journal-11730	314	8	-	-	PUNCT
american_scientific_journal-11730	314	9	based	base	VERB
american_scientific_journal-11730	314	10	security	security	NOUN
american_scientific_journal-11730	314	11	modules	module	NOUN
american_scientific_journal-11730	314	12	is	be	AUX
american_scientific_journal-11730	314	13	also	also	ADV
american_scientific_journal-11730	314	14	under	under	ADP
american_scientific_journal-11730	314	15	development	development	NOUN
american_scientific_journal-11730	314	16	to	to	PART
american_scientific_journal-11730	314	17	attain	attain	VERB
american_scientific_journal-11730	314	18	compliance	compliance	NOUN
american_scientific_journal-11730	314	19	in	in	ADP
american_scientific_journal-11730	314	20	safety	safety	NOUN
american_scientific_journal-11730	314	21	-	-	PUNCT
american_scientific_journal-11730	314	22	critical	critical	ADJ
american_scientific_journal-11730	314	23	environments	environment	NOUN
american_scientific_journal-11730	314	24	.	.	PUNCT
american_scientific_journal-11730	315	1	tinyml	tinyml	ADJ
american_scientific_journal-11730	315	2	and	and	CCONJ
american_scientific_journal-11730	315	3	extreme	extreme	ADJ
american_scientific_journal-11730	315	4	edge	edge	NOUN
american_scientific_journal-11730	315	5	computing	compute	VERB
american_scientific_journal-11730	315	6	further	far	ADV
american_scientific_journal-11730	315	7	push	push	VERB
american_scientific_journal-11730	315	8	the	the	DET
american_scientific_journal-11730	315	9	envelope	envelope	NOUN
american_scientific_journal-11730	315	10	by	by	ADP
american_scientific_journal-11730	315	11	deploying	deploy	VERB
american_scientific_journal-11730	315	12	ai	ai	VERB
american_scientific_journal-11730	315	13	on	on	ADP
american_scientific_journal-11730	315	14	microcontrollers	microcontroller	NOUN
american_scientific_journal-11730	315	15	with	with	ADP
american_scientific_journal-11730	315	16	less	less	ADJ
american_scientific_journal-11730	315	17	than	than	ADP
american_scientific_journal-11730	315	18	1	1	NUM
american_scientific_journal-11730	315	19	mb	mb	NOUN
american_scientific_journal-11730	315	20	of	of	ADP
american_scientific_journal-11730	315	21	ram	ram	NOUN
american_scientific_journal-11730	315	22	.	.	PUNCT
american_scientific_journal-11730	316	1	innovations	innovation	NOUN
american_scientific_journal-11730	316	2	are	be	AUX
american_scientific_journal-11730	316	3	ultra	ultra	ADJ
american_scientific_journal-11730	316	4	-	-	ADJ
american_scientific_journal-11730	316	5	compact	compact	ADJ
american_scientific_journal-11730	316	6	models	model	NOUN
american_scientific_journal-11730	316	7	,	,	PUNCT
american_scientific_journal-11730	316	8	hardware	hardware	NOUN
american_scientific_journal-11730	316	9	-	-	PUNCT
american_scientific_journal-11730	316	10	aware	aware	ADJ
american_scientific_journal-11730	316	11	nas	nas	PROPN
american_scientific_journal-11730	316	12	,	,	PUNCT
american_scientific_journal-11730	316	13	and	and	CCONJ
american_scientific_journal-11730	316	14	zero	zero	NUM
american_scientific_journal-11730	316	15	-	-	PUNCT
american_scientific_journal-11730	316	16	shot	shot	NOUN
american_scientific_journal-11730	316	17	learning	learning	NOUN
american_scientific_journal-11730	316	18	.	.	PUNCT
american_scientific_journal-11730	317	1	this	this	PRON
american_scientific_journal-11730	317	2	allows	allow	VERB
american_scientific_journal-11730	317	3	battery	battery	NOUN
american_scientific_journal-11730	317	4	-	-	PUNCT
american_scientific_journal-11730	317	5	powered	power	VERB
american_scientific_journal-11730	317	6	ai	ai	NOUN
american_scientific_journal-11730	317	7	(	(	PUNCT
american_scientific_journal-11730	317	8	battery	battery	NOUN
american_scientific_journal-11730	317	9	-	-	PUNCT
american_scientific_journal-11730	317	10	powered	power	VERB
american_scientific_journal-11730	317	11	artificially	artificially	ADV
american_scientific_journal-11730	317	12	intelligent	intelligent	ADJ
american_scientific_journal-11730	317	13	devices	device	NOUN
american_scientific_journal-11730	317	14	)	)	PUNCT
american_scientific_journal-11730	317	15	in	in	ADP
american_scientific_journal-11730	317	16	the	the	DET
american_scientific_journal-11730	317	17	fields	field	NOUN
american_scientific_journal-11730	317	18	of	of	ADP
american_scientific_journal-11730	317	19	wildlife	wildlife	NOUN
american_scientific_journal-11730	317	20	tracking	tracking	NOUN
american_scientific_journal-11730	317	21	,	,	PUNCT
american_scientific_journal-11730	317	22	remote	remote	ADJ
american_scientific_journal-11730	317	23	monitoring	monitoring	NOUN
american_scientific_journal-11730	317	24	of	of	ADP
american_scientific_journal-11730	317	25	the	the	DET
american_scientific_journal-11730	317	26	environment	environment	NOUN
american_scientific_journal-11730	317	27	,	,	PUNCT
american_scientific_journal-11730	317	28	and	and	CCONJ
american_scientific_journal-11730	317	29	automation	automation	NOUN
american_scientific_journal-11730	317	30	of	of	ADP
american_scientific_journal-11730	317	31	agriculture	agriculture	NOUN
american_scientific_journal-11730	317	32	.	.	PUNCT
american_scientific_journal-11730	318	1	open	open	ADJ
american_scientific_journal-11730	318	2	-	-	PUNCT
american_scientific_journal-11730	318	3	source	source	NOUN
american_scientific_journal-11730	318	4	platforms	platform	NOUN
american_scientific_journal-11730	318	5	such	such	ADJ
american_scientific_journal-11730	318	6	as	as	ADP
american_scientific_journal-11730	318	7	edge	edge	NOUN
american_scientific_journal-11730	318	8	impulse	impulse	ADJ
american_scientific_journal-11730	318	9	and	and	CCONJ
american_scientific_journal-11730	318	10	tensorflow	tensorflow	PROPN
american_scientific_journal-11730	318	11	lite	lite	PROPN
american_scientific_journal-11730	318	12	micro	micro	PROPN
american_scientific_journal-11730	318	13	are	be	AUX
american_scientific_journal-11730	318	14	the	the	DET
american_scientific_journal-11730	318	15	core	core	NOUN
american_scientific_journal-11730	318	16	of	of	ADP
american_scientific_journal-11730	318	17	such	such	DET
american_scientific_journal-11730	318	18	a	a	DET
american_scientific_journal-11730	318	19	movement	movement	NOUN
american_scientific_journal-11730	318	20	that	that	PRON
american_scientific_journal-11730	318	21	democratizes	democratize	VERB
american_scientific_journal-11730	318	22	edge	edge	NOUN
american_scientific_journal-11730	318	23	-	-	PUNCT
american_scientific_journal-11730	318	24	development	development	NOUN
american_scientific_journal-11730	318	25	tooling	tooling	NOUN
american_scientific_journal-11730	318	26	access	access	NOUN
american_scientific_journal-11730	318	27	[	[	X
american_scientific_journal-11730	318	28	11	11	NUM
american_scientific_journal-11730	318	29	]	]	PUNCT
american_scientific_journal-11730	318	30	.	.	PUNCT
american_scientific_journal-11730	319	1	research	research	NOUN
american_scientific_journal-11730	319	2	concentrates	concentrate	VERB
american_scientific_journal-11730	319	3	on	on	ADP
american_scientific_journal-11730	319	4	optimizing	optimize	VERB
american_scientific_journal-11730	319	5	quantization	quantization	NOUN
american_scientific_journal-11730	319	6	-	-	PUNCT
american_scientific_journal-11730	319	7	aware	aware	ADJ
american_scientific_journal-11730	319	8	training	training	NOUN
american_scientific_journal-11730	319	9	and	and	CCONJ
american_scientific_journal-11730	319	10	memory	memory	NOUN
american_scientific_journal-11730	319	11	efficient	efficient	ADJ
american_scientific_journal-11730	319	12	architectures	architecture	NOUN
american_scientific_journal-11730	319	13	that	that	PRON
american_scientific_journal-11730	319	14	enable	enable	VERB
american_scientific_journal-11730	319	15	complex	complex	ADJ
american_scientific_journal-11730	319	16	tasks	task	NOUN
american_scientific_journal-11730	319	17	to	to	PART
american_scientific_journal-11730	319	18	be	be	AUX
american_scientific_journal-11730	319	19	carried	carry	VERB
american_scientific_journal-11730	319	20	out	out	ADP
american_scientific_journal-11730	319	21	in	in	ADP
american_scientific_journal-11730	319	22	harsh	harsh	ADJ
american_scientific_journal-11730	319	23	memory	memory	NOUN
american_scientific_journal-11730	319	24	and	and	CCONJ
american_scientific_journal-11730	319	25	energy	energy	NOUN
american_scientific_journal-11730	319	26	limitations	limitation	NOUN
american_scientific_journal-11730	319	27	.	.	PUNCT
american_scientific_journal-11730	320	1	edge	edge	NOUN
american_scientific_journal-11730	320	2	ai	ai	VERB
american_scientific_journal-11730	320	3	is	be	AUX
american_scientific_journal-11730	320	4	also	also	ADV
american_scientific_journal-11730	320	5	becoming	become	VERB
american_scientific_journal-11730	320	6	more	more	ADV
american_scientific_journal-11730	320	7	interoperable	interoperable	ADJ
american_scientific_journal-11730	320	8	and	and	CCONJ
american_scientific_journal-11730	320	9	modular	modular	ADJ
american_scientific_journal-11730	320	10	.	.	PUNCT
american_scientific_journal-11730	321	1	initiatives	initiative	NOUN
american_scientific_journal-11730	321	2	such	such	ADJ
american_scientific_journal-11730	321	3	as	as	ADP
american_scientific_journal-11730	321	4	open	open	ADJ
american_scientific_journal-11730	321	5	neural	neural	ADJ
american_scientific_journal-11730	321	6	network	network	NOUN
american_scientific_journal-11730	321	7	exchange	exchange	NOUN
american_scientific_journal-11730	321	8	(	(	PUNCT
american_scientific_journal-11730	321	9	onnx	onnx	PROPN
american_scientific_journal-11730	321	10	)	)	PUNCT
american_scientific_journal-11730	321	11	,	,	PUNCT
american_scientific_journal-11730	321	12	apache	apache	PROPN
american_scientific_journal-11730	321	13	tvm	tvm	PROPN
american_scientific_journal-11730	321	14	,	,	PUNCT
american_scientific_journal-11730	321	15	and	and	CCONJ
american_scientific_journal-11730	321	16	mlir	mlir	NOUN
american_scientific_journal-11730	321	17	make	make	VERB
american_scientific_journal-11730	321	18	deploying	deploy	VERB
american_scientific_journal-11730	321	19	on	on	ADP
american_scientific_journal-11730	321	20	the	the	DET
american_scientific_journal-11730	321	21	heterogeneous	heterogeneous	ADJ
american_scientific_journal-11730	321	22	hardware	hardware	NOUN
american_scientific_journal-11730	321	23	ecosystem	ecosystem	NOUN
american_scientific_journal-11730	321	24	easy	easy	ADJ
american_scientific_journal-11730	321	25	.	.	PUNCT
american_scientific_journal-11730	322	1	apis	apis	PROPN
american_scientific_journal-11730	322	2	and	and	CCONJ
american_scientific_journal-11730	322	3	model	model	NOUN
american_scientific_journal-11730	322	4	formats	format	NOUN
american_scientific_journal-11730	322	5	are	be	AUX
american_scientific_journal-11730	322	6	becoming	become	VERB
american_scientific_journal-11730	322	7	standardized	standardize	VERB
american_scientific_journal-11730	322	8	,	,	PUNCT
american_scientific_journal-11730	322	9	creating	create	VERB
american_scientific_journal-11730	322	10	collaboration	collaboration	NOUN
american_scientific_journal-11730	322	11	and	and	CCONJ
american_scientific_journal-11730	322	12	diminishing	diminish	VERB
american_scientific_journal-11730	322	13	fragmentation	fragmentation	NOUN
american_scientific_journal-11730	322	14	in	in	ADP
american_scientific_journal-11730	322	15	edge	edge	NOUN
american_scientific_journal-11730	322	16	deployment	deployment	NOUN
american_scientific_journal-11730	322	17	.	.	PUNCT
american_scientific_journal-11730	323	1	researchers	researcher	NOUN
american_scientific_journal-11730	323	2	look	look	VERB
american_scientific_journal-11730	323	3	to	to	ADP
american_scientific_journal-11730	323	4	the	the	DET
american_scientific_journal-11730	323	5	automated	automate	VERB
american_scientific_journal-11730	323	6	deployment	deployment	NOUN
american_scientific_journal-11730	323	7	pipelines	pipeline	NOUN
american_scientific_journal-11730	323	8	that	that	PRON
american_scientific_journal-11730	323	9	accommodate	accommodate	VERB
american_scientific_journal-11730	323	10	the	the	DET
american_scientific_journal-11730	323	11	compilation	compilation	NOUN
american_scientific_journal-11730	323	12	,	,	PUNCT
american_scientific_journal-11730	323	13	profiling	profiling	NOUN
american_scientific_journal-11730	323	14	,	,	PUNCT
american_scientific_journal-11730	323	15	and	and	CCONJ
american_scientific_journal-11730	323	16	version	version	NOUN
american_scientific_journal-11730	323	17	control	control	NOUN
american_scientific_journal-11730	323	18	for	for	ADP
american_scientific_journal-11730	323	19	edge	edge	NOUN
american_scientific_journal-11730	323	20	environments	environment	NOUN
american_scientific_journal-11730	323	21	,	,	PUNCT
american_scientific_journal-11730	323	22	writes	write	VERB
american_scientific_journal-11730	323	23	dotson	dotson	PROPN
american_scientific_journal-11730	323	24	[	[	X
american_scientific_journal-11730	323	25	20	20	NUM
american_scientific_journal-11730	323	26	]	]	PUNCT
american_scientific_journal-11730	323	27	.	.	PUNCT
american_scientific_journal-11730	324	1	the	the	DET
american_scientific_journal-11730	324	2	advent	advent	NOUN
american_scientific_journal-11730	324	3	of	of	ADP
american_scientific_journal-11730	324	4	mlops	mlop	NOUN
american_scientific_journal-11730	324	5	for	for	ADP
american_scientific_journal-11730	324	6	edge	edge	NOUN
american_scientific_journal-11730	324	7	,	,	PUNCT
american_scientific_journal-11730	324	8	better	well	ADV
american_scientific_journal-11730	324	9	known	know	VERB
american_scientific_journal-11730	324	10	as	as	ADP
american_scientific_journal-11730	324	11	edgeops	edgeop	NOUN
american_scientific_journal-11730	324	12	,	,	PUNCT
american_scientific_journal-11730	324	13	has	have	AUX
american_scientific_journal-11730	324	14	made	make	VERB
american_scientific_journal-11730	324	15	it	it	PRON
american_scientific_journal-11730	324	16	possible	possible	ADJ
american_scientific_journal-11730	324	17	for	for	ADP
american_scientific_journal-11730	324	18	robust	robust	ADJ
american_scientific_journal-11730	324	19	,	,	PUNCT
american_scientific_journal-11730	324	20	versioned	versione	VERB
american_scientific_journal-11730	324	21	,	,	PUNCT
american_scientific_journal-11730	324	22	and	and	CCONJ
american_scientific_journal-11730	324	23	continuous	continuous	ADJ
american_scientific_journal-11730	324	24	deployment	deployment	NOUN
american_scientific_journal-11730	324	25	of	of	ADP
american_scientific_journal-11730	324	26	edge	edge	NOUN
american_scientific_journal-11730	324	27	-	-	PUNCT
american_scientific_journal-11730	324	28	native	native	ADJ
american_scientific_journal-11730	324	29	ai	ai	PROPN
american_scientific_journal-11730	324	30	models	model	NOUN
american_scientific_journal-11730	324	31	at	at	ADP
american_scientific_journal-11730	324	32	the	the	DET
american_scientific_journal-11730	324	33	scale	scale	NOUN
american_scientific_journal-11730	324	34	.	.	PUNCT
american_scientific_journal-11730	325	1	american	american	ADJ
american_scientific_journal-11730	325	2	academic	academic	ADJ
american_scientific_journal-11730	325	3	scientific	scientific	ADJ
american_scientific_journal-11730	325	4	research	research	NOUN
american_scientific_journal-11730	325	5	journal	journal	NOUN
american_scientific_journal-11730	325	6	for	for	ADP
american_scientific_journal-11730	325	7	engineering	engineering	NOUN
american_scientific_journal-11730	325	8	,	,	PUNCT
american_scientific_journal-11730	325	9	technology	technology	NOUN
american_scientific_journal-11730	325	10	,	,	PUNCT
american_scientific_journal-11730	325	11	and	and	CCONJ
american_scientific_journal-11730	325	12	sciences	science	NOUN
american_scientific_journal-11730	325	13	(	(	PUNCT
american_scientific_journal-11730	325	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	325	15	)	)	PUNCT
american_scientific_journal-11730	325	16	volume	volume	NOUN
american_scientific_journal-11730	325	17	102	102	NUM
american_scientific_journal-11730	325	18	,	,	PUNCT
american_scientific_journal-11730	325	19	no	no	DET
american_scientific_journal-11730	325	20	1	1	NUM
american_scientific_journal-11730	325	21	,	,	PUNCT
american_scientific_journal-11730	325	22	pp	pp	ADV
american_scientific_journal-11730	325	23	227	227	NUM
american_scientific_journal-11730	325	24	-	-	SYM
american_scientific_journal-11730	325	25	248	248	NUM
american_scientific_journal-11730	325	26	242	242	NUM
american_scientific_journal-11730	325	27	finally	finally	ADV
american_scientific_journal-11730	325	28	,	,	PUNCT
american_scientific_journal-11730	325	29	the	the	DET
american_scientific_journal-11730	325	30	convergence	convergence	NOUN
american_scientific_journal-11730	325	31	of	of	ADP
american_scientific_journal-11730	325	32	edge	edge	NOUN
american_scientific_journal-11730	325	33	ai	ai	VERB
american_scientific_journal-11730	325	34	with	with	ADP
american_scientific_journal-11730	325	35	blockchain	blockchain	NOUN
american_scientific_journal-11730	325	36	and	and	CCONJ
american_scientific_journal-11730	325	37	distributed	distribute	VERB
american_scientific_journal-11730	325	38	ledger	ledger	NOUN
american_scientific_journal-11730	325	39	technologies	technology	NOUN
american_scientific_journal-11730	325	40	(	(	PUNCT
american_scientific_journal-11730	325	41	dlt	dlt	PROPN
american_scientific_journal-11730	325	42	)	)	PUNCT
american_scientific_journal-11730	325	43	is	be	AUX
american_scientific_journal-11730	325	44	opening	open	VERB
american_scientific_journal-11730	325	45	new	new	ADJ
american_scientific_journal-11730	325	46	pathways	pathway	NOUN
american_scientific_journal-11730	325	47	for	for	ADP
american_scientific_journal-11730	325	48	decentralized	decentralized	ADJ
american_scientific_journal-11730	325	49	model	model	NOUN
american_scientific_journal-11730	325	50	management	management	NOUN
american_scientific_journal-11730	325	51	,	,	PUNCT
american_scientific_journal-11730	325	52	federated	federated	ADJ
american_scientific_journal-11730	325	53	analytics	analytic	NOUN
american_scientific_journal-11730	325	54	,	,	PUNCT
american_scientific_journal-11730	325	55	and	and	CCONJ
american_scientific_journal-11730	325	56	secure	secure	VERB
american_scientific_journal-11730	325	57	multiparty	multiparty	ADJ
american_scientific_journal-11730	325	58	collaborations	collaboration	NOUN
american_scientific_journal-11730	325	59	.	.	PUNCT
american_scientific_journal-11730	326	1	edge	edge	NOUN
american_scientific_journal-11730	326	2	nodes	node	NOUN
american_scientific_journal-11730	326	3	can	can	AUX
american_scientific_journal-11730	326	4	act	act	VERB
american_scientific_journal-11730	326	5	as	as	ADP
american_scientific_journal-11730	326	6	autonomous	autonomous	ADJ
american_scientific_journal-11730	326	7	players	player	NOUN
american_scientific_journal-11730	326	8	,	,	PUNCT
american_scientific_journal-11730	326	9	verifying	verifying	NOUN
american_scientific_journal-11730	326	10	transactions	transaction	NOUN
american_scientific_journal-11730	326	11	,	,	PUNCT
american_scientific_journal-11730	326	12	making	make	VERB
american_scientific_journal-11730	326	13	decisions	decision	NOUN
american_scientific_journal-11730	326	14	or	or	CCONJ
american_scientific_journal-11730	326	15	dealing	deal	VERB
american_scientific_journal-11730	326	16	in	in	ADP
american_scientific_journal-11730	326	17	distributed	distribute	VERB
american_scientific_journal-11730	326	18	data	datum	NOUN
american_scientific_journal-11730	326	19	exchanges	exchange	NOUN
american_scientific_journal-11730	326	20	.	.	PUNCT
american_scientific_journal-11730	327	1	smart	smart	ADJ
american_scientific_journal-11730	327	2	contracts	contract	NOUN
american_scientific_journal-11730	327	3	are	be	AUX
american_scientific_journal-11730	327	4	designed	design	VERB
american_scientific_journal-11730	327	5	to	to	PART
american_scientific_journal-11730	327	6	automate	automate	VERB
american_scientific_journal-11730	327	7	model	model	NOUN
american_scientific_journal-11730	327	8	licensing	licensing	NOUN
american_scientific_journal-11730	327	9	,	,	PUNCT
american_scientific_journal-11730	327	10	usage	usage	NOUN
american_scientific_journal-11730	327	11	tracking	tracking	NOUN
american_scientific_journal-11730	327	12	,	,	PUNCT
american_scientific_journal-11730	327	13	and	and	CCONJ
american_scientific_journal-11730	327	14	royalty	royalty	NOUN
american_scientific_journal-11730	327	15	payments	payment	NOUN
american_scientific_journal-11730	327	16	in	in	ADP
american_scientific_journal-11730	327	17	commercial	commercial	ADJ
american_scientific_journal-11730	327	18	edge	edge	NOUN
american_scientific_journal-11730	327	19	ai	ai	VERB
american_scientific_journal-11730	327	20	ecosystems	ecosystem	NOUN
american_scientific_journal-11730	327	21	[	[	X
american_scientific_journal-11730	327	22	6	6	NUM
american_scientific_journal-11730	327	23	]	]	PUNCT
american_scientific_journal-11730	327	24	.	.	PUNCT
american_scientific_journal-11730	328	1	by	by	ADP
american_scientific_journal-11730	328	2	making	make	VERB
american_scientific_journal-11730	328	3	ai	ai	VERB
american_scientific_journal-11730	328	4	more	more	ADV
american_scientific_journal-11730	328	5	accessible	accessible	ADJ
american_scientific_journal-11730	328	6	as	as	ADP
american_scientific_journal-11730	328	7	a	a	DET
american_scientific_journal-11730	328	8	service	service	NOUN
american_scientific_journal-11730	328	9	and	and	CCONJ
american_scientific_journal-11730	328	10	incorporating	incorporate	VERB
american_scientific_journal-11730	328	11	trust	trust	NOUN
american_scientific_journal-11730	328	12	frameworks	framework	NOUN
american_scientific_journal-11730	328	13	into	into	ADP
american_scientific_journal-11730	328	14	edge	edge	NOUN
american_scientific_journal-11730	328	15	computing	computing	NOUN
american_scientific_journal-11730	328	16	,	,	PUNCT
american_scientific_journal-11730	328	17	decentralized	decentralize	VERB
american_scientific_journal-11730	328	18	marketplaces	marketplace	NOUN
american_scientific_journal-11730	328	19	and	and	CCONJ
american_scientific_journal-11730	328	20	collaborative	collaborative	ADJ
american_scientific_journal-11730	328	21	ecosystems	ecosystem	NOUN
american_scientific_journal-11730	328	22	can	can	AUX
american_scientific_journal-11730	328	23	be	be	AUX
american_scientific_journal-11730	328	24	built	build	VERB
american_scientific_journal-11730	328	25	around	around	ADP
american_scientific_journal-11730	328	26	ai	ai	VERB
american_scientific_journal-11730	328	27	at	at	ADP
american_scientific_journal-11730	328	28	the	the	DET
american_scientific_journal-11730	328	29	edge	edge	NOUN
american_scientific_journal-11730	328	30	.	.	PUNCT
american_scientific_journal-11730	329	1	overall	overall	ADJ
american_scientific_journal-11730	329	2	,	,	PUNCT
american_scientific_journal-11730	329	3	edge	edge	NOUN
american_scientific_journal-11730	329	4	ai	ai	VERB
american_scientific_journal-11730	329	5	research	research	NOUN
american_scientific_journal-11730	329	6	continues	continue	VERB
american_scientific_journal-11730	329	7	to	to	PART
american_scientific_journal-11730	329	8	push	push	VERB
american_scientific_journal-11730	329	9	the	the	DET
american_scientific_journal-11730	329	10	limits	limit	NOUN
american_scientific_journal-11730	329	11	of	of	ADP
american_scientific_journal-11730	329	12	what	what	PRON
american_scientific_journal-11730	329	13	edge	edge	NOUN
american_scientific_journal-11730	329	14	devices	device	NOUN
american_scientific_journal-11730	329	15	can	can	AUX
american_scientific_journal-11730	329	16	do	do	AUX
american_scientific_journal-11730	329	17	and	and	CCONJ
american_scientific_journal-11730	329	18	revolutionize	revolutionize	VERB
american_scientific_journal-11730	329	19	the	the	DET
american_scientific_journal-11730	329	20	way	way	NOUN
american_scientific_journal-11730	329	21	ai	ai	VERB
american_scientific_journal-11730	329	22	is	be	AUX
american_scientific_journal-11730	329	23	designed	design	VERB
american_scientific_journal-11730	329	24	,	,	PUNCT
american_scientific_journal-11730	329	25	distributed	distribute	VERB
american_scientific_journal-11730	329	26	and	and	CCONJ
american_scientific_journal-11730	329	27	managed	manage	VERB
american_scientific_journal-11730	329	28	.	.	PUNCT
american_scientific_journal-11730	330	1	the	the	DET
american_scientific_journal-11730	330	2	trends	trend	NOUN
american_scientific_journal-11730	330	3	highlight	highlight	VERB
american_scientific_journal-11730	330	4	the	the	DET
american_scientific_journal-11730	330	5	field	field	NOUN
american_scientific_journal-11730	330	6	's	's	PART
american_scientific_journal-11730	330	7	prospects	prospect	NOUN
american_scientific_journal-11730	330	8	for	for	ADP
american_scientific_journal-11730	330	9	offering	offer	VERB
american_scientific_journal-11730	330	10	scalable	scalable	ADJ
american_scientific_journal-11730	330	11	,	,	PUNCT
american_scientific_journal-11730	330	12	sustainable	sustainable	ADJ
american_scientific_journal-11730	330	13	,	,	PUNCT
american_scientific_journal-11730	330	14	and	and	CCONJ
american_scientific_journal-11730	330	15	secure	secure	VERB
american_scientific_journal-11730	330	16	intelligent	intelligent	ADJ
american_scientific_journal-11730	330	17	systems	system	NOUN
american_scientific_journal-11730	330	18	,	,	PUNCT
american_scientific_journal-11730	330	19	cementing	cement	VERB
american_scientific_journal-11730	330	20	it	it	PRON
american_scientific_journal-11730	330	21	as	as	ADP
american_scientific_journal-11730	330	22	a	a	DET
american_scientific_journal-11730	330	23	domain	domain	NOUN
american_scientific_journal-11730	330	24	of	of	ADP
american_scientific_journal-11730	330	25	significant	significant	ADJ
american_scientific_journal-11730	330	26	science	science	NOUN
american_scientific_journal-11730	330	27	and	and	CCONJ
american_scientific_journal-11730	330	28	society	society	NOUN
american_scientific_journal-11730	330	29	and	and	CCONJ
american_scientific_journal-11730	330	30	meeting	meet	VERB
american_scientific_journal-11730	330	31	the	the	DET
american_scientific_journal-11730	330	32	eb1	eb1	PROPN
american_scientific_journal-11730	330	33	criteria	criterion	NOUN
american_scientific_journal-11730	330	34	via	via	ADP
american_scientific_journal-11730	330	35	pioneering	pioneer	VERB
american_scientific_journal-11730	330	36	activities	activity	NOUN
american_scientific_journal-11730	330	37	and	and	CCONJ
american_scientific_journal-11730	330	38	effective	effective	ADJ
american_scientific_journal-11730	330	39	applications	application	NOUN
american_scientific_journal-11730	330	40	.	.	PUNCT
american_scientific_journal-11730	331	1	figure	figure	VERB
american_scientific_journal-11730	331	2	4	4	NUM
american_scientific_journal-11730	331	3	:	:	PUNCT
american_scientific_journal-11730	331	4	collaborative	collaborative	ADJ
american_scientific_journal-11730	331	5	edge	edge	NOUN
american_scientific_journal-11730	331	6	/	/	SYM
american_scientific_journal-11730	331	7	cloud	cloud	NOUN
american_scientific_journal-11730	331	8	ml	ml	ADP
american_scientific_journal-11730	331	9	workflows	workflow	VERB
american_scientific_journal-11730	331	10	viii	viii	VERB
american_scientific_journal-11730	331	11	.	.	PUNCT
american_scientific_journal-11730	332	1	challenges	challenge	NOUN
american_scientific_journal-11730	332	2	and	and	CCONJ
american_scientific_journal-11730	332	3	future	future	ADJ
american_scientific_journal-11730	332	4	directions	direction	NOUN
american_scientific_journal-11730	332	5	despite	despite	SCONJ
american_scientific_journal-11730	332	6	its	its	PRON
american_scientific_journal-11730	332	7	transformative	transformative	ADJ
american_scientific_journal-11730	332	8	potential	potential	NOUN
american_scientific_journal-11730	332	9	,	,	PUNCT
american_scientific_journal-11730	332	10	edge	edge	NOUN
american_scientific_journal-11730	332	11	ai	ai	VERB
american_scientific_journal-11730	332	12	faces	face	VERB
american_scientific_journal-11730	332	13	several	several	ADJ
american_scientific_journal-11730	332	14	challenges	challenge	NOUN
american_scientific_journal-11730	332	15	that	that	PRON
american_scientific_journal-11730	332	16	must	must	AUX
american_scientific_journal-11730	332	17	be	be	AUX
american_scientific_journal-11730	332	18	addressed	address	VERB
american_scientific_journal-11730	332	19	to	to	PART
american_scientific_journal-11730	332	20	achieve	achieve	VERB
american_scientific_journal-11730	332	21	broader	broad	ADJ
american_scientific_journal-11730	332	22	adoption	adoption	NOUN
american_scientific_journal-11730	332	23	and	and	CCONJ
american_scientific_journal-11730	332	24	ensure	ensure	VERB
american_scientific_journal-11730	332	25	long	long	ADJ
american_scientific_journal-11730	332	26	-	-	PUNCT
american_scientific_journal-11730	332	27	term	term	NOUN
american_scientific_journal-11730	332	28	viability	viability	NOUN
american_scientific_journal-11730	332	29	.	.	PUNCT
american_scientific_journal-11730	333	1	such	such	ADJ
american_scientific_journal-11730	333	2	issues	issue	NOUN
american_scientific_journal-11730	333	3	follow	follow	VERB
american_scientific_journal-11730	333	4	technical	technical	ADJ
american_scientific_journal-11730	333	5	,	,	PUNCT
american_scientific_journal-11730	333	6	operational	operational	ADJ
american_scientific_journal-11730	333	7	,	,	PUNCT
american_scientific_journal-11730	333	8	economic	economic	ADJ
american_scientific_journal-11730	333	9	,	,	PUNCT
american_scientific_journal-11730	333	10	and	and	CCONJ
american_scientific_journal-11730	333	11	sociological	sociological	ADJ
american_scientific_journal-11730	333	12	dimensions	dimension	NOUN
american_scientific_journal-11730	333	13	.	.	PUNCT
american_scientific_journal-11730	334	1	this	this	DET
american_scientific_journal-11730	334	2	section	section	NOUN
american_scientific_journal-11730	334	3	outlines	outline	VERB
american_scientific_journal-11730	334	4	the	the	DET
american_scientific_journal-11730	334	5	key	key	ADJ
american_scientific_journal-11730	334	6	barriers	barrier	NOUN
american_scientific_journal-11730	334	7	currently	currently	ADV
american_scientific_journal-11730	334	8	limiting	limit	VERB
american_scientific_journal-11730	334	9	edge	edge	NOUN
american_scientific_journal-11730	334	10	ai	ai	VERB
american_scientific_journal-11730	334	11	,	,	PUNCT
american_scientific_journal-11730	334	12	future	future	ADJ
american_scientific_journal-11730	334	13	research	research	NOUN
american_scientific_journal-11730	334	14	directions	direction	NOUN
american_scientific_journal-11730	334	15	and	and	CCONJ
american_scientific_journal-11730	334	16	industry	industry	NOUN
american_scientific_journal-11730	334	17	trends	trend	NOUN
american_scientific_journal-11730	334	18	that	that	PRON
american_scientific_journal-11730	334	19	aim	aim	VERB
american_scientific_journal-11730	334	20	to	to	PART
american_scientific_journal-11730	334	21	overcome	overcome	VERB
american_scientific_journal-11730	334	22	them	they	PRON
american_scientific_journal-11730	334	23	.	.	PUNCT
american_scientific_journal-11730	335	1	one	one	NUM
american_scientific_journal-11730	335	2	of	of	ADP
american_scientific_journal-11730	335	3	the	the	DET
american_scientific_journal-11730	335	4	most	most	ADV
american_scientific_journal-11730	335	5	urgent	urgent	ADJ
american_scientific_journal-11730	335	6	technical	technical	ADJ
american_scientific_journal-11730	335	7	problems	problem	NOUN
american_scientific_journal-11730	335	8	is	be	AUX
american_scientific_journal-11730	335	9	model	model	NOUN
american_scientific_journal-11730	335	10	optimization	optimization	NOUN
american_scientific_journal-11730	335	11	for	for	ADP
american_scientific_journal-11730	335	12	limited	limited	ADJ
american_scientific_journal-11730	335	13	devices	device	NOUN
american_scientific_journal-11730	335	14	.	.	PUNCT
american_scientific_journal-11730	336	1	edge	edge	NOUN
american_scientific_journal-11730	336	2	ai	ai	NOUN
american_scientific_journal-11730	336	3	models	model	NOUN
american_scientific_journal-11730	336	4	must	must	AUX
american_scientific_journal-11730	336	5	operate	operate	VERB
american_scientific_journal-11730	336	6	within	within	ADP
american_scientific_journal-11730	336	7	strict	strict	ADJ
american_scientific_journal-11730	336	8	memory	memory	NOUN
american_scientific_journal-11730	336	9	,	,	PUNCT
american_scientific_journal-11730	336	10	computation	computation	NOUN
american_scientific_journal-11730	336	11	,	,	PUNCT
american_scientific_journal-11730	336	12	and	and	CCONJ
american_scientific_journal-11730	336	13	power	power	NOUN
american_scientific_journal-11730	336	14	limits	limit	NOUN
american_scientific_journal-11730	336	15	,	,	PUNCT
american_scientific_journal-11730	336	16	especially	especially	ADV
american_scientific_journal-11730	336	17	in	in	ADP
american_scientific_journal-11730	336	18	microcontroller	microcontroller	NOUN
american_scientific_journal-11730	336	19	-	-	PUNCT
american_scientific_journal-11730	336	20	based	base	VERB
american_scientific_journal-11730	336	21	environments	environment	NOUN
american_scientific_journal-11730	336	22	.	.	PUNCT
american_scientific_journal-11730	337	1	balancing	balance	VERB
american_scientific_journal-11730	337	2	accuracy	accuracy	NOUN
american_scientific_journal-11730	337	3	,	,	PUNCT
american_scientific_journal-11730	337	4	latency	latency	NOUN
american_scientific_journal-11730	337	5	,	,	PUNCT
american_scientific_journal-11730	337	6	and	and	CCONJ
american_scientific_journal-11730	337	7	energy	energy	NOUN
american_scientific_journal-11730	337	8	consumption	consumption	NOUN
american_scientific_journal-11730	337	9	is	be	AUX
american_scientific_journal-11730	337	10	still	still	ADV
american_scientific_journal-11730	337	11	a	a	DET
american_scientific_journal-11730	337	12	challenging	challenging	ADJ
american_scientific_journal-11730	337	13	one	one	NUM
american_scientific_journal-11730	337	14	.	.	PUNCT
american_scientific_journal-11730	338	1	advanced	advanced	ADJ
american_scientific_journal-11730	338	2	model	model	NOUN
american_scientific_journal-11730	338	3	compression	compression	NOUN
american_scientific_journal-11730	338	4	techniques	technique	NOUN
american_scientific_journal-11730	338	5	,	,	PUNCT
american_scientific_journal-11730	338	6	such	such	ADJ
american_scientific_journal-11730	338	7	as	as	ADP
american_scientific_journal-11730	338	8	quantization	quantization	NOUN
american_scientific_journal-11730	338	9	-	-	PUNCT
american_scientific_journal-11730	338	10	aware	aware	ADJ
american_scientific_journal-11730	338	11	training	training	NOUN
american_scientific_journal-11730	338	12	and	and	CCONJ
american_scientific_journal-11730	338	13	neural	neural	ADJ
american_scientific_journal-11730	338	14	architecture	architecture	NOUN
american_scientific_journal-11730	338	15	search	search	NOUN
american_scientific_journal-11730	338	16	(	(	PUNCT
american_scientific_journal-11730	338	17	nas	nas	PROPN
american_scientific_journal-11730	338	18	)	)	PUNCT
american_scientific_journal-11730	338	19	,	,	PUNCT
american_scientific_journal-11730	338	20	need	need	VERB
american_scientific_journal-11730	338	21	further	further	ADJ
american_scientific_journal-11730	338	22	refinement	refinement	NOUN
american_scientific_journal-11730	338	23	to	to	ADP
american_scientific_journal-11730	338	24	american	american	ADJ
american_scientific_journal-11730	338	25	academic	academic	ADJ
american_scientific_journal-11730	338	26	scientific	scientific	ADJ
american_scientific_journal-11730	338	27	research	research	NOUN
american_scientific_journal-11730	338	28	journal	journal	NOUN
american_scientific_journal-11730	338	29	for	for	ADP
american_scientific_journal-11730	338	30	engineering	engineering	NOUN
american_scientific_journal-11730	338	31	,	,	PUNCT
american_scientific_journal-11730	338	32	technology	technology	NOUN
american_scientific_journal-11730	338	33	,	,	PUNCT
american_scientific_journal-11730	338	34	and	and	CCONJ
american_scientific_journal-11730	338	35	sciences	science	NOUN
american_scientific_journal-11730	338	36	(	(	PUNCT
american_scientific_journal-11730	338	37	asrjets	asrjet	NOUN
american_scientific_journal-11730	338	38	)	)	PUNCT
american_scientific_journal-11730	338	39	volume	volume	NOUN
american_scientific_journal-11730	338	40	102	102	NUM
american_scientific_journal-11730	338	41	,	,	PUNCT
american_scientific_journal-11730	338	42	no	no	DET
american_scientific_journal-11730	338	43	1	1	NUM
american_scientific_journal-11730	338	44	,	,	PUNCT
american_scientific_journal-11730	338	45	pp	pp	ADV
american_scientific_journal-11730	338	46	227	227	NUM
american_scientific_journal-11730	338	47	-	-	SYM
american_scientific_journal-11730	338	48	248	248	NUM
american_scientific_journal-11730	338	49	243	243	NUM
american_scientific_journal-11730	338	50	preserve	preserve	NOUN
american_scientific_journal-11730	338	51	performance	performance	NOUN
american_scientific_journal-11730	338	52	in	in	ADP
american_scientific_journal-11730	338	53	resource	resource	NOUN
american_scientific_journal-11730	338	54	-	-	PUNCT
american_scientific_journal-11730	338	55	limited	limit	VERB
american_scientific_journal-11730	338	56	settings	setting	NOUN
american_scientific_journal-11730	338	57	[	[	X
american_scientific_journal-11730	338	58	7	7	NUM
american_scientific_journal-11730	338	59	]	]	PUNCT
american_scientific_journal-11730	338	60	.	.	PUNCT
american_scientific_journal-11730	339	1	also	also	ADV
american_scientific_journal-11730	339	2	,	,	PUNCT
american_scientific_journal-11730	339	3	research	research	NOUN
american_scientific_journal-11730	339	4	in	in	ADP
american_scientific_journal-11730	339	5	developing	develop	VERB
american_scientific_journal-11730	339	6	new	new	ADJ
american_scientific_journal-11730	339	7	model	model	NOUN
american_scientific_journal-11730	339	8	formats	format	NOUN
american_scientific_journal-11730	339	9	that	that	PRON
american_scientific_journal-11730	339	10	will	will	AUX
american_scientific_journal-11730	339	11	naturally	naturally	ADV
american_scientific_journal-11730	339	12	allow	allow	VERB
american_scientific_journal-11730	339	13	the	the	DET
american_scientific_journal-11730	339	14	deployment	deployment	NOUN
american_scientific_journal-11730	339	15	at	at	ADP
american_scientific_journal-11730	339	16	the	the	DET
american_scientific_journal-11730	339	17	edge	edge	NOUN
american_scientific_journal-11730	339	18	,	,	PUNCT
american_scientific_journal-11730	339	19	e.g.	e.g.	ADV
american_scientific_journal-11730	339	20	,	,	PUNCT
american_scientific_journal-11730	339	21	sparsity	sparsity	NOUN
american_scientific_journal-11730	339	22	-	-	PUNCT
american_scientific_journal-11730	339	23	aware	aware	ADJ
american_scientific_journal-11730	339	24	or	or	CCONJ
american_scientific_journal-11730	339	25	event	event	NOUN
american_scientific_journal-11730	339	26	-	-	PUNCT
american_scientific_journal-11730	339	27	driven	drive	VERB
american_scientific_journal-11730	339	28	,	,	PUNCT
american_scientific_journal-11730	339	29	is	be	AUX
american_scientific_journal-11730	339	30	in	in	ADP
american_scientific_journal-11730	339	31	traction	traction	PROPN
american_scientific_journal-11730	339	32	.	.	PUNCT
american_scientific_journal-11730	340	1	interoperability	interoperability	NOUN
american_scientific_journal-11730	340	2	and	and	CCONJ
american_scientific_journal-11730	340	3	standardization	standardization	NOUN
american_scientific_journal-11730	340	4	also	also	ADV
american_scientific_journal-11730	340	5	are	be	AUX
american_scientific_journal-11730	340	6	major	major	ADJ
american_scientific_journal-11730	340	7	barriers	barrier	NOUN
american_scientific_journal-11730	340	8	.	.	PUNCT
american_scientific_journal-11730	341	1	the	the	DET
american_scientific_journal-11730	341	2	edge	edge	NOUN
american_scientific_journal-11730	341	3	hardware	hardware	NOUN
american_scientific_journal-11730	341	4	ecosystem	ecosystem	NOUN
american_scientific_journal-11730	341	5	is	be	AUX
american_scientific_journal-11730	341	6	fragmented	fragment	VERB
american_scientific_journal-11730	341	7	,	,	PUNCT
american_scientific_journal-11730	341	8	ranging	range	VERB
american_scientific_journal-11730	341	9	from	from	ADP
american_scientific_journal-11730	341	10	myriads	myriad	NOUN
american_scientific_journal-11730	341	11	in	in	ADP
american_scientific_journal-11730	341	12	terms	term	NOUN
american_scientific_journal-11730	341	13	of	of	ADP
american_scientific_journal-11730	341	14	chipsets	chipset	NOUN
american_scientific_journal-11730	341	15	,	,	PUNCT
american_scientific_journal-11730	341	16	operating	operating	NOUN
american_scientific_journal-11730	341	17	systems	system	NOUN
american_scientific_journal-11730	341	18	,	,	PUNCT
american_scientific_journal-11730	341	19	and	and	CCONJ
american_scientific_journal-11730	341	20	runtime	runtime	NOUN
american_scientific_journal-11730	341	21	environments	environment	NOUN
american_scientific_journal-11730	341	22	.	.	PUNCT
american_scientific_journal-11730	342	1	such	such	ADJ
american_scientific_journal-11730	342	2	non	non	ADJ
american_scientific_journal-11730	342	3	-	-	ADJ
american_scientific_journal-11730	342	4	standardization	standardization	NOUN
american_scientific_journal-11730	342	5	makes	make	VERB
american_scientific_journal-11730	342	6	model	model	NOUN
american_scientific_journal-11730	342	7	portability	portability	NOUN
american_scientific_journal-11730	342	8	and	and	CCONJ
american_scientific_journal-11730	342	9	compatibility	compatibility	NOUN
american_scientific_journal-11730	342	10	to	to	PART
american_scientific_journal-11730	342	11	be	be	AUX
american_scientific_journal-11730	342	12	complicated	complicate	VERB
american_scientific_journal-11730	342	13	across	across	ADP
american_scientific_journal-11730	342	14	platforms	platform	NOUN
american_scientific_journal-11730	342	15	.	.	PUNCT
american_scientific_journal-11730	343	1	efforts	effort	NOUN
american_scientific_journal-11730	343	2	like	like	ADP
american_scientific_journal-11730	343	3	onnx	onnx	NOUN
american_scientific_journal-11730	343	4	and	and	CCONJ
american_scientific_journal-11730	343	5	apache	apache	PROPN
american_scientific_journal-11730	343	6	tvm	tvm	PROPN
american_scientific_journal-11730	343	7	are	be	AUX
american_scientific_journal-11730	343	8	gaining	gain	VERB
american_scientific_journal-11730	343	9	ground	ground	NOUN
american_scientific_journal-11730	343	10	.	.	PUNCT
american_scientific_journal-11730	344	1	still	still	ADV
american_scientific_journal-11730	344	2	,	,	PUNCT
american_scientific_journal-11730	344	3	there	there	PRON
american_scientific_journal-11730	344	4	is	be	VERB
american_scientific_journal-11730	344	5	a	a	DET
american_scientific_journal-11730	344	6	dire	dire	ADJ
american_scientific_journal-11730	344	7	need	need	NOUN
american_scientific_journal-11730	344	8	for	for	ADP
american_scientific_journal-11730	344	9	more	more	ADJ
american_scientific_journal-11730	344	10	general	general	ADJ
american_scientific_journal-11730	344	11	cross	cross	ADJ
american_scientific_journal-11730	344	12	-	-	NOUN
american_scientific_journal-11730	344	13	vendor	vendor	ADJ
american_scientific_journal-11730	344	14	specifications	specification	NOUN
american_scientific_journal-11730	344	15	for	for	ADP
american_scientific_journal-11730	344	16	edge	edge	NOUN
american_scientific_journal-11730	344	17	ml	ml	ADP
american_scientific_journal-11730	344	18	pipelines	pipeline	NOUN
american_scientific_journal-11730	344	19	,	,	PUNCT
american_scientific_journal-11730	344	20	such	such	ADJ
american_scientific_journal-11730	344	21	as	as	ADP
american_scientific_journal-11730	344	22	standardized	standardized	ADJ
american_scientific_journal-11730	344	23	apis	apis	NOUN
american_scientific_journal-11730	344	24	and	and	CCONJ
american_scientific_journal-11730	344	25	model	model	NOUN
american_scientific_journal-11730	344	26	formats	format	NOUN
american_scientific_journal-11730	344	27	and	and	CCONJ
american_scientific_journal-11730	344	28	standard	standard	ADJ
american_scientific_journal-11730	344	29	benchmarking	benchmarke	VERB
american_scientific_journal-11730	344	30	for	for	ADP
american_scientific_journal-11730	344	31	performance	performance	NOUN
american_scientific_journal-11730	344	32	.	.	PUNCT
american_scientific_journal-11730	345	1	developing	develop	VERB
american_scientific_journal-11730	345	2	joint	joint	ADJ
american_scientific_journal-11730	345	3	issues	issue	NOUN
american_scientific_journal-11730	345	4	and	and	CCONJ
american_scientific_journal-11730	345	5	blueprints	blueprint	NOUN
american_scientific_journal-11730	345	6	for	for	ADP
american_scientific_journal-11730	345	7	deploying	deploy	VERB
american_scientific_journal-11730	345	8	edge	edge	NOUN
american_scientific_journal-11730	345	9	-	-	PUNCT
american_scientific_journal-11730	345	10	specific	specific	ADJ
american_scientific_journal-11730	345	11	models	model	NOUN
american_scientific_journal-11730	345	12	will	will	AUX
american_scientific_journal-11730	345	13	be	be	AUX
american_scientific_journal-11730	345	14	a	a	DET
american_scientific_journal-11730	345	15	prerequisite	prerequisite	NOUN
american_scientific_journal-11730	345	16	for	for	ADP
american_scientific_journal-11730	345	17	the	the	DET
american_scientific_journal-11730	345	18	ecosystem	ecosystem	NOUN
american_scientific_journal-11730	345	19	's	's	PART
american_scientific_journal-11730	345	20	cohesion	cohesion	NOUN
american_scientific_journal-11730	345	21	.	.	PUNCT
american_scientific_journal-11730	346	1	large	large	ADJ
american_scientific_journal-11730	346	2	-	-	PUNCT
american_scientific_journal-11730	346	3	scale	scale	NOUN
american_scientific_journal-11730	346	4	edge	edge	NOUN
american_scientific_journal-11730	346	5	deployment	deployment	NOUN
american_scientific_journal-11730	346	6	management	management	NOUN
american_scientific_journal-11730	346	7	and	and	CCONJ
american_scientific_journal-11730	346	8	maintenance	maintenance	NOUN
american_scientific_journal-11730	346	9	is	be	AUX
american_scientific_journal-11730	346	10	one	one	NUM
american_scientific_journal-11730	346	11	of	of	ADP
american_scientific_journal-11730	346	12	the	the	DET
american_scientific_journal-11730	346	13	greatest	great	ADJ
american_scientific_journal-11730	346	14	operational	operational	ADJ
american_scientific_journal-11730	346	15	challenges	challenge	NOUN
american_scientific_journal-11730	346	16	.	.	PUNCT
american_scientific_journal-11730	347	1	edge	edge	NOUN
american_scientific_journal-11730	347	2	devices	device	NOUN
american_scientific_journal-11730	347	3	are	be	AUX
american_scientific_journal-11730	347	4	unlike	unlike	ADP
american_scientific_journal-11730	347	5	central	central	ADJ
american_scientific_journal-11730	347	6	cloud	cloud	NOUN
american_scientific_journal-11730	347	7	systems	system	NOUN
american_scientific_journal-11730	347	8	because	because	SCONJ
american_scientific_journal-11730	347	9	they	they	PRON
american_scientific_journal-11730	347	10	are	be	AUX
american_scientific_journal-11730	347	11	usually	usually	ADV
american_scientific_journal-11730	347	12	physically	physically	ADV
american_scientific_journal-11730	347	13	distributed	distribute	VERB
american_scientific_journal-11730	347	14	and	and	CCONJ
american_scientific_journal-11730	347	15	installed	instal	VERB
american_scientific_journal-11730	347	16	in	in	ADP
american_scientific_journal-11730	347	17	inaccessible	inaccessible	ADJ
american_scientific_journal-11730	347	18	areas	area	NOUN
american_scientific_journal-11730	347	19	like	like	ADP
american_scientific_journal-11730	347	20	remote	remote	ADJ
american_scientific_journal-11730	347	21	ones	one	NOUN
american_scientific_journal-11730	347	22	.	.	PUNCT
american_scientific_journal-11730	348	1	this	this	PRON
american_scientific_journal-11730	348	2	complicates	complicate	VERB
american_scientific_journal-11730	348	3	real	real	ADJ
american_scientific_journal-11730	348	4	-	-	PUNCT
american_scientific_journal-11730	348	5	time	time	NOUN
american_scientific_journal-11730	348	6	monitoring	monitoring	NOUN
american_scientific_journal-11730	348	7	,	,	PUNCT
american_scientific_journal-11730	348	8	model	model	NOUN
american_scientific_journal-11730	348	9	updates	update	NOUN
american_scientific_journal-11730	348	10	,	,	PUNCT
american_scientific_journal-11730	348	11	fault	fault	NOUN
american_scientific_journal-11730	348	12	detection	detection	NOUN
american_scientific_journal-11730	348	13	,	,	PUNCT
american_scientific_journal-11730	348	14	and	and	CCONJ
american_scientific_journal-11730	348	15	device	device	NOUN
american_scientific_journal-11730	348	16	recovery	recovery	NOUN
american_scientific_journal-11730	348	17	.	.	PUNCT
american_scientific_journal-11730	349	1	emerging	emerge	VERB
american_scientific_journal-11730	349	2	solutions	solution	NOUN
american_scientific_journal-11730	349	3	such	such	ADJ
american_scientific_journal-11730	349	4	as	as	ADP
american_scientific_journal-11730	349	5	lightweight	lightweight	ADJ
american_scientific_journal-11730	349	6	orchestration	orchestration	NOUN
american_scientific_journal-11730	349	7	frameworks	framework	NOUN
american_scientific_journal-11730	349	8	,	,	PUNCT
american_scientific_journal-11730	349	9	mechanisms	mechanism	NOUN
american_scientific_journal-11730	349	10	for	for	ADP
american_scientific_journal-11730	349	11	remote	remote	ADJ
american_scientific_journal-11730	349	12	attestation	attestation	NOUN
american_scientific_journal-11730	349	13	,	,	PUNCT
american_scientific_journal-11730	349	14	and	and	CCONJ
american_scientific_journal-11730	349	15	ota	ota	PROPN
american_scientific_journal-11730	349	16	update	update	NOUN
american_scientific_journal-11730	349	17	protocols	protocol	NOUN
american_scientific_journal-11730	349	18	must	must	AUX
american_scientific_journal-11730	349	19	be	be	AUX
american_scientific_journal-11730	349	20	improved	improve	VERB
american_scientific_journal-11730	349	21	to	to	PART
american_scientific_journal-11730	349	22	enable	enable	VERB
american_scientific_journal-11730	349	23	scalable	scalable	ADJ
american_scientific_journal-11730	349	24	and	and	CCONJ
american_scientific_journal-11730	349	25	secure	secure	ADJ
american_scientific_journal-11730	349	26	management	management	NOUN
american_scientific_journal-11730	349	27	of	of	ADP
american_scientific_journal-11730	349	28	edge	edge	NOUN
american_scientific_journal-11730	349	29	fleets	fleet	NOUN
american_scientific_journal-11730	349	30	.	.	PUNCT
american_scientific_journal-11730	350	1	edgeops	edgeop	NOUN
american_scientific_journal-11730	350	2	–	–	PUNCT
american_scientific_journal-11730	350	3	ai	ai	VERB
american_scientific_journal-11730	350	4	operations	operation	NOUN
american_scientific_journal-11730	350	5	at	at	ADP
american_scientific_journal-11730	350	6	the	the	DET
american_scientific_journal-11730	350	7	edge	edge	NOUN
american_scientific_journal-11730	350	8	–	–	PUNCT
american_scientific_journal-11730	350	9	is	be	AUX
american_scientific_journal-11730	350	10	on	on	ADP
american_scientific_journal-11730	350	11	the	the	DET
american_scientific_journal-11730	350	12	verge	verge	NOUN
american_scientific_journal-11730	350	13	of	of	ADP
american_scientific_journal-11730	350	14	becoming	become	VERB
american_scientific_journal-11730	350	15	a	a	DET
american_scientific_journal-11730	350	16	separate	separate	ADJ
american_scientific_journal-11730	350	17	discipline	discipline	NOUN
american_scientific_journal-11730	350	18	that	that	PRON
american_scientific_journal-11730	350	19	includes	include	VERB
american_scientific_journal-11730	350	20	best	good	ADJ
american_scientific_journal-11730	350	21	devops	devop	NOUN
american_scientific_journal-11730	350	22	and	and	CCONJ
american_scientific_journal-11730	350	23	mlops	mlop	NOUN
american_scientific_journal-11730	350	24	practices	practice	NOUN
american_scientific_journal-11730	350	25	adjusted	adjust	VERB
american_scientific_journal-11730	350	26	to	to	PART
american_scientific_journal-11730	350	27	edge	edge	VERB
american_scientific_journal-11730	350	28	restrictions	restriction	NOUN
american_scientific_journal-11730	350	29	.	.	PUNCT
american_scientific_journal-11730	351	1	the	the	DET
american_scientific_journal-11730	351	2	other	other	ADJ
american_scientific_journal-11730	351	3	diversified	diversified	ADJ
american_scientific_journal-11730	351	4	challenge	challenge	NOUN
american_scientific_journal-11730	351	5	relates	relate	VERB
american_scientific_journal-11730	351	6	to	to	ADP
american_scientific_journal-11730	351	7	data	data	NOUN
american_scientific_journal-11730	351	8	privacy	privacy	NOUN
american_scientific_journal-11730	351	9	and	and	CCONJ
american_scientific_journal-11730	351	10	regulatory	regulatory	ADJ
american_scientific_journal-11730	351	11	compliance	compliance	NOUN
american_scientific_journal-11730	351	12	.	.	PUNCT
american_scientific_journal-11730	352	1	while	while	SCONJ
american_scientific_journal-11730	352	2	edge	edge	NOUN
american_scientific_journal-11730	352	3	inference	inference	NOUN
american_scientific_journal-11730	352	4	naturally	naturally	ADV
american_scientific_journal-11730	352	5	supports	support	VERB
american_scientific_journal-11730	352	6	data	datum	NOUN
american_scientific_journal-11730	352	7	localization	localization	NOUN
american_scientific_journal-11730	352	8	,	,	PUNCT
american_scientific_journal-11730	352	9	edge	edge	NOUN
american_scientific_journal-11730	352	10	training	training	NOUN
american_scientific_journal-11730	352	11	,	,	PUNCT
american_scientific_journal-11730	352	12	and	and	CCONJ
american_scientific_journal-11730	352	13	federated	federated	ADJ
american_scientific_journal-11730	352	14	learning	learning	NOUN
american_scientific_journal-11730	352	15	still	still	ADV
american_scientific_journal-11730	352	16	involve	involve	VERB
american_scientific_journal-11730	352	17	transmitting	transmit	VERB
american_scientific_journal-11730	352	18	model	model	NOUN
american_scientific_journal-11730	352	19	updates	update	NOUN
american_scientific_journal-11730	352	20	,	,	PUNCT
american_scientific_journal-11730	352	21	which	which	PRON
american_scientific_journal-11730	352	22	can	can	AUX
american_scientific_journal-11730	352	23	potentially	potentially	ADV
american_scientific_journal-11730	352	24	leak	leak	VERB
american_scientific_journal-11730	352	25	sensitive	sensitive	ADJ
american_scientific_journal-11730	352	26	information	information	NOUN
american_scientific_journal-11730	352	27	.	.	PUNCT
american_scientific_journal-11730	353	1	such	such	ADJ
american_scientific_journal-11730	353	2	legal	legal	ADJ
american_scientific_journal-11730	353	3	mechanisms	mechanism	NOUN
american_scientific_journal-11730	353	4	as	as	ADP
american_scientific_journal-11730	353	5	gdpr	gdpr	NOUN
american_scientific_journal-11730	353	6	,	,	PUNCT
american_scientific_journal-11730	353	7	hipaa	hipaa	NOUN
american_scientific_journal-11730	353	8	,	,	PUNCT
american_scientific_journal-11730	353	9	and	and	CCONJ
american_scientific_journal-11730	353	10	those	those	PRON
american_scientific_journal-11730	353	11	developing	develop	VERB
american_scientific_journal-11730	353	12	aispecific	aispecific	ADJ
american_scientific_journal-11730	353	13	rules	rule	NOUN
american_scientific_journal-11730	353	14	demand	demand	VERB
american_scientific_journal-11730	353	15	complex	complex	ADJ
american_scientific_journal-11730	353	16	privacy	privacy	NOUN
american_scientific_journal-11730	353	17	-	-	PUNCT
american_scientific_journal-11730	353	18	protecting	protect	VERB
american_scientific_journal-11730	353	19	methods	method	NOUN
american_scientific_journal-11730	353	20	like	like	ADP
american_scientific_journal-11730	353	21	differential	differential	NOUN
american_scientific_journal-11730	353	22	privacy	privacy	NOUN
american_scientific_journal-11730	353	23	,	,	PUNCT
american_scientific_journal-11730	353	24	federated	federated	ADJ
american_scientific_journal-11730	353	25	analytics	analytic	NOUN
american_scientific_journal-11730	353	26	,	,	PUNCT
american_scientific_journal-11730	353	27	and	and	CCONJ
american_scientific_journal-11730	353	28	homomorphic	homomorphic	ADJ
american_scientific_journal-11730	353	29	encryption	encryption	NOUN
american_scientific_journal-11730	353	30	.	.	PUNCT
american_scientific_journal-11730	354	1	however	however	ADV
american_scientific_journal-11730	354	2	,	,	PUNCT
american_scientific_journal-11730	354	3	running	run	VERB
american_scientific_journal-11730	354	4	these	these	DET
american_scientific_journal-11730	354	5	techniques	technique	NOUN
american_scientific_journal-11730	354	6	on	on	ADP
american_scientific_journal-11730	354	7	low	low	ADJ
american_scientific_journal-11730	354	8	-	-	PUNCT
american_scientific_journal-11730	354	9	power	power	NOUN
american_scientific_journal-11730	354	10	edge	edge	NOUN
american_scientific_journal-11730	354	11	devices	device	NOUN
american_scientific_journal-11730	354	12	is	be	AUX
american_scientific_journal-11730	354	13	still	still	ADV
american_scientific_journal-11730	354	14	an	an	DET
american_scientific_journal-11730	354	15	unsolved	unsolved	ADJ
american_scientific_journal-11730	354	16	problem	problem	NOUN
american_scientific_journal-11730	354	17	because	because	SCONJ
american_scientific_journal-11730	354	18	of	of	ADP
american_scientific_journal-11730	354	19	their	their	PRON
american_scientific_journal-11730	354	20	computational	computational	ADJ
american_scientific_journal-11730	354	21	cost	cost	NOUN
american_scientific_journal-11730	354	22	[	[	X
american_scientific_journal-11730	354	23	13	13	NUM
american_scientific_journal-11730	354	24	]	]	PUNCT
american_scientific_journal-11730	354	25	.	.	PUNCT
american_scientific_journal-11730	355	1	work	work	NOUN
american_scientific_journal-11730	355	2	in	in	ADP
american_scientific_journal-11730	355	3	the	the	DET
american_scientific_journal-11730	355	4	future	future	NOUN
american_scientific_journal-11730	355	5	has	have	VERB
american_scientific_journal-11730	355	6	the	the	DET
american_scientific_journal-11730	355	7	task	task	NOUN
american_scientific_journal-11730	355	8	of	of	ADP
american_scientific_journal-11730	355	9	developing	develop	VERB
american_scientific_journal-11730	355	10	lightweight	lightweight	ADJ
american_scientific_journal-11730	355	11	crypto	crypto	NOUN
american_scientific_journal-11730	355	12	algorithms	algorithm	NOUN
american_scientific_journal-11730	355	13	and	and	CCONJ
american_scientific_journal-11730	355	14	privacy	privacy	NOUN
american_scientific_journal-11730	355	15	-	-	PUNCT
american_scientific_journal-11730	355	16	aware	aware	ADJ
american_scientific_journal-11730	355	17	learning	learning	NOUN
american_scientific_journal-11730	355	18	paradigms	paradigm	NOUN
american_scientific_journal-11730	355	19	focusing	focus	VERB
american_scientific_journal-11730	355	20	on	on	ADP
american_scientific_journal-11730	355	21	edge	edge	NOUN
american_scientific_journal-11730	355	22	environments	environment	NOUN
american_scientific_journal-11730	355	23	.	.	PUNCT
american_scientific_journal-11730	356	1	from	from	ADP
american_scientific_journal-11730	356	2	a	a	DET
american_scientific_journal-11730	356	3	cyber	cyber	NOUN
american_scientific_journal-11730	356	4	security	security	NOUN
american_scientific_journal-11730	356	5	perspective	perspective	NOUN
american_scientific_journal-11730	356	6	,	,	PUNCT
american_scientific_journal-11730	356	7	edge	edge	NOUN
american_scientific_journal-11730	356	8	devices	device	NOUN
american_scientific_journal-11730	356	9	are	be	AUX
american_scientific_journal-11730	356	10	prone	prone	ADJ
american_scientific_journal-11730	356	11	to	to	ADP
american_scientific_journal-11730	356	12	physical	physical	ADJ
american_scientific_journal-11730	356	13	or	or	CCONJ
american_scientific_journal-11730	356	14	network	network	NOUN
american_scientific_journal-11730	356	15	-	-	PUNCT
american_scientific_journal-11730	356	16	based	base	VERB
american_scientific_journal-11730	356	17	attacks	attack	NOUN
american_scientific_journal-11730	356	18	.	.	PUNCT
american_scientific_journal-11730	357	1	adversaries	adversary	NOUN
american_scientific_journal-11730	357	2	could	could	AUX
american_scientific_journal-11730	357	3	exploit	exploit	VERB
american_scientific_journal-11730	357	4	firmware	firmware	NOUN
american_scientific_journal-11730	357	5	deficiencies	deficiency	NOUN
american_scientific_journal-11730	357	6	,	,	PUNCT
american_scientific_journal-11730	357	7	their	their	PRON
american_scientific_journal-11730	357	8	wire	wire	NOUN
american_scientific_journal-11730	357	9	communications	communication	NOUN
american_scientific_journal-11730	357	10	could	could	AUX
american_scientific_journal-11730	357	11	be	be	AUX
american_scientific_journal-11730	357	12	overheard	overhear	VERB
american_scientific_journal-11730	357	13	,	,	PUNCT
american_scientific_journal-11730	357	14	or	or	CCONJ
american_scientific_journal-11730	357	15	they	they	PRON
american_scientific_journal-11730	357	16	could	could	AUX
american_scientific_journal-11730	357	17	modify	modify	VERB
american_scientific_journal-11730	357	18	inference	inference	NOUN
american_scientific_journal-11730	357	19	outputs	output	NOUN
american_scientific_journal-11730	357	20	by	by	ADP
american_scientific_journal-11730	357	21	interfering	interfere	VERB
american_scientific_journal-11730	357	22	with	with	ADP
american_scientific_journal-11730	357	23	sensors	sensor	NOUN
american_scientific_journal-11730	357	24	.	.	PUNCT
american_scientific_journal-11730	358	1	to	to	PART
american_scientific_journal-11730	358	2	increase	increase	VERB
american_scientific_journal-11730	358	3	edge	edge	NOUN
american_scientific_journal-11730	358	4	security	security	NOUN
american_scientific_journal-11730	358	5	,	,	PUNCT
american_scientific_journal-11730	358	6	it	it	PRON
american_scientific_journal-11730	358	7	is	be	AUX
american_scientific_journal-11730	358	8	necessary	necessary	ADJ
american_scientific_journal-11730	358	9	to	to	PART
american_scientific_journal-11730	358	10	connect	connect	VERB
american_scientific_journal-11730	358	11	hardware	hardware	NOUN
american_scientific_journal-11730	358	12	components	component	NOUN
american_scientific_journal-11730	358	13	with	with	ADP
american_scientific_journal-11730	358	14	security	security	NOUN
american_scientific_journal-11730	358	15	primitives	primitive	NOUN
american_scientific_journal-11730	358	16	(	(	PUNCT
american_scientific_journal-11730	358	17	pufs	pufs	ADJ
american_scientific_journal-11730	358	18	,	,	PUNCT
american_scientific_journal-11730	358	19	tees	tee	NOUN
american_scientific_journal-11730	358	20	)	)	PUNCT
american_scientific_journal-11730	358	21	,	,	PUNCT
american_scientific_journal-11730	358	22	run	run	VERB
american_scientific_journal-11730	358	23	anomaly	anomaly	NOUN
american_scientific_journal-11730	358	24	detection	detection	NOUN
american_scientific_journal-11730	358	25	,	,	PUNCT
american_scientific_journal-11730	358	26	and	and	CCONJ
american_scientific_journal-11730	358	27	secure	secure	VERB
american_scientific_journal-11730	358	28	the	the	DET
american_scientific_journal-11730	358	29	boot	boot	NOUN
american_scientific_journal-11730	358	30	chain	chain	NOUN
american_scientific_journal-11730	359	1	[	[	X
american_scientific_journal-11730	359	2	13	13	NUM
american_scientific_journal-11730	359	3	]	]	PUNCT
american_scientific_journal-11730	359	4	.	.	PUNCT
american_scientific_journal-11730	360	1	research	research	NOUN
american_scientific_journal-11730	360	2	into	into	ADP
american_scientific_journal-11730	360	3	robust	robust	ADJ
american_scientific_journal-11730	360	4	and	and	CCONJ
american_scientific_journal-11730	360	5	resilient	resilient	ADJ
american_scientific_journal-11730	360	6	edge	edge	NOUN
american_scientific_journal-11730	360	7	ai	ai	VERB
american_scientific_journal-11730	360	8	must	must	AUX
american_scientific_journal-11730	360	9	also	also	ADV
american_scientific_journal-11730	360	10	address	address	VERB
american_scientific_journal-11730	360	11	adversarial	adversarial	ADJ
american_scientific_journal-11730	360	12	robustness	robustness	NOUN
american_scientific_journal-11730	360	13	,	,	PUNCT
american_scientific_journal-11730	360	14	fault	fault	VERB
american_scientific_journal-11730	360	15	tolerance	tolerance	NOUN
american_scientific_journal-11730	360	16	,	,	PUNCT
american_scientific_journal-11730	360	17	and	and	CCONJ
american_scientific_journal-11730	360	18	autonomous	autonomous	ADJ
american_scientific_journal-11730	360	19	threat	threat	NOUN
american_scientific_journal-11730	360	20	mitigation	mitigation	NOUN
american_scientific_journal-11730	360	21	,	,	PUNCT
american_scientific_journal-11730	360	22	especially	especially	ADV
american_scientific_journal-11730	360	23	for	for	ADP
american_scientific_journal-11730	360	24	mission	mission	NOUN
american_scientific_journal-11730	360	25	-	-	PUNCT
american_scientific_journal-11730	360	26	critical	critical	ADJ
american_scientific_journal-11730	360	27	healthcare	healthcare	NOUN
american_scientific_journal-11730	360	28	,	,	PUNCT
american_scientific_journal-11730	360	29	defense	defense	NOUN
american_scientific_journal-11730	360	30	,	,	PUNCT
american_scientific_journal-11730	360	31	and	and	CCONJ
american_scientific_journal-11730	360	32	transportation	transportation	NOUN
american_scientific_journal-11730	360	33	applications	application	NOUN
american_scientific_journal-11730	360	34	.	.	PUNCT
american_scientific_journal-11730	361	1	another	another	DET
american_scientific_journal-11730	361	2	difficulty	difficulty	NOUN
american_scientific_journal-11730	361	3	is	be	AUX
american_scientific_journal-11730	361	4	the	the	DET
american_scientific_journal-11730	361	5	absence	absence	NOUN
american_scientific_journal-11730	361	6	of	of	ADP
american_scientific_journal-11730	361	7	large	large	ADJ
american_scientific_journal-11730	361	8	-	-	PUNCT
american_scientific_journal-11730	361	9	scale	scale	NOUN
american_scientific_journal-11730	361	10	,	,	PUNCT
american_scientific_journal-11730	361	11	edge	edge	NOUN
american_scientific_journal-11730	361	12	-	-	PUNCT
american_scientific_journal-11730	361	13	relevant	relevant	ADJ
american_scientific_journal-11730	361	14	datasets	dataset	NOUN
american_scientific_journal-11730	361	15	.	.	PUNCT
american_scientific_journal-11730	362	1	most	most	ADV
american_scientific_journal-11730	362	2	available	available	ADJ
american_scientific_journal-11730	362	3	ai	ai	VERB
american_scientific_journal-11730	362	4	benchmarks	benchmark	NOUN
american_scientific_journal-11730	362	5	are	be	AUX
american_scientific_journal-11730	362	6	meant	mean	VERB
american_scientific_journal-11730	362	7	for	for	ADP
american_scientific_journal-11730	362	8	cloud	cloud	ADJ
american_scientific_journal-11730	362	9	-	-	PUNCT
american_scientific_journal-11730	362	10	scale	scale	NOUN
american_scientific_journal-11730	362	11	problems	problem	NOUN
american_scientific_journal-11730	362	12	and	and	CCONJ
american_scientific_journal-11730	362	13	do	do	AUX
american_scientific_journal-11730	362	14	not	not	PART
american_scientific_journal-11730	362	15	represent	represent	VERB
american_scientific_journal-11730	362	16	the	the	DET
american_scientific_journal-11730	362	17	world	world	NOUN
american_scientific_journal-11730	362	18	of	of	ADP
american_scientific_journal-11730	362	19	edge	edge	NOUN
american_scientific_journal-11730	362	20	environment	environment	NOUN
american_scientific_journal-11730	362	21	constraints	constraint	NOUN
american_scientific_journal-11730	362	22	.	.	PUNCT
american_scientific_journal-11730	363	1	edge	edge	NOUN
american_scientific_journal-11730	363	2	-	-	PUNCT
american_scientific_journal-11730	363	3	specific	specific	ADJ
american_scientific_journal-11730	363	4	datasets	dataset	NOUN
american_scientific_journal-11730	363	5	need	need	VERB
american_scientific_journal-11730	363	6	to	to	PART
american_scientific_journal-11730	363	7	accommodate	accommodate	VERB
american_scientific_journal-11730	363	8	noisy	noisy	ADJ
american_scientific_journal-11730	363	9	,	,	PUNCT
american_scientific_journal-11730	363	10	sparse	sparse	ADJ
american_scientific_journal-11730	363	11	,	,	PUNCT
american_scientific_journal-11730	363	12	and	and	CCONJ
american_scientific_journal-11730	363	13	diverse	diverse	ADJ
american_scientific_journal-11730	363	14	sensor	sensor	NOUN
american_scientific_journal-11730	363	15	modalities	modality	NOUN
american_scientific_journal-11730	363	16	subject	subject	ADJ
american_scientific_journal-11730	363	17	to	to	ADP
american_scientific_journal-11730	363	18	differences	difference	NOUN
american_scientific_journal-11730	363	19	in	in	ADP
american_scientific_journal-11730	363	20	the	the	DET
american_scientific_journal-11730	363	21	edge	edge	NOUN
american_scientific_journal-11730	363	22	hardware	hardware	NOUN
american_scientific_journal-11730	363	23	power	power	NOUN
american_scientific_journal-11730	363	24	[	[	X
american_scientific_journal-11730	363	25	7	7	NUM
american_scientific_journal-11730	363	26	]	]	PUNCT
american_scientific_journal-11730	363	27	.	.	PUNCT
american_scientific_journal-11730	364	1	community	community	NOUN
american_scientific_journal-11730	364	2	-	-	PUNCT
american_scientific_journal-11730	364	3	driven	drive	VERB
american_scientific_journal-11730	364	4	efforts	effort	NOUN
american_scientific_journal-11730	364	5	to	to	PART
american_scientific_journal-11730	364	6	create	create	VERB
american_scientific_journal-11730	364	7	open	open	ADJ
american_scientific_journal-11730	364	8	,	,	PUNCT
american_scientific_journal-11730	364	9	representative	representative	NOUN
american_scientific_journal-11730	364	10	,	,	PUNCT
american_scientific_journal-11730	364	11	and	and	CCONJ
american_scientific_journal-11730	364	12	annotated	annotate	VERB
american_scientific_journal-11730	364	13	datasets	dataset	NOUN
american_scientific_journal-11730	364	14	tailored	tailor	VERB
american_scientific_journal-11730	364	15	for	for	ADP
american_scientific_journal-11730	364	16	tinyml	tinyml	ADJ
american_scientific_journal-11730	364	17	,	,	PUNCT
american_scientific_journal-11730	364	18	event	event	NOUN
american_scientific_journal-11730	364	19	-	-	PUNCT
american_scientific_journal-11730	364	20	based	base	VERB
american_scientific_journal-11730	364	21	computing	computing	NOUN
american_scientific_journal-11730	364	22	,	,	PUNCT
american_scientific_journal-11730	364	23	and	and	CCONJ
american_scientific_journal-11730	364	24	multimodal	multimodal	NOUN
american_scientific_journal-11730	364	25	perception	perception	NOUN
american_scientific_journal-11730	364	26	will	will	AUX
american_scientific_journal-11730	364	27	accelerate	accelerate	VERB
american_scientific_journal-11730	364	28	innovation	innovation	NOUN
american_scientific_journal-11730	364	29	in	in	ADP
american_scientific_journal-11730	364	30	the	the	DET
american_scientific_journal-11730	364	31	field	field	NOUN
american_scientific_journal-11730	364	32	.	.	PUNCT
american_scientific_journal-11730	365	1	on	on	ADP
american_scientific_journal-11730	365	2	the	the	DET
american_scientific_journal-11730	365	3	economic	economic	ADJ
american_scientific_journal-11730	365	4	front	front	NOUN
american_scientific_journal-11730	365	5	,	,	PUNCT
american_scientific_journal-11730	365	6	cost	cost	NOUN
american_scientific_journal-11730	365	7	justification	justification	NOUN
american_scientific_journal-11730	365	8	for	for	ADP
american_scientific_journal-11730	365	9	edge	edge	NOUN
american_scientific_journal-11730	365	10	ai	ai	VERB
american_scientific_journal-11730	365	11	deployments	deployment	NOUN
american_scientific_journal-11730	365	12	can	can	AUX
american_scientific_journal-11730	365	13	be	be	AUX
american_scientific_journal-11730	365	14	challenging	challenge	VERB
american_scientific_journal-11730	365	15	,	,	PUNCT
american_scientific_journal-11730	365	16	especially	especially	ADV
american_scientific_journal-11730	365	17	in	in	ADP
american_scientific_journal-11730	365	18	sectors	sector	NOUN
american_scientific_journal-11730	365	19	with	with	ADP
american_scientific_journal-11730	365	20	tight	tight	ADJ
american_scientific_journal-11730	365	21	margins	margin	NOUN
american_scientific_journal-11730	365	22	,	,	PUNCT
american_scientific_journal-11730	365	23	such	such	ADJ
american_scientific_journal-11730	365	24	as	as	ADP
american_scientific_journal-11730	365	25	agriculture	agriculture	NOUN
american_scientific_journal-11730	365	26	or	or	CCONJ
american_scientific_journal-11730	365	27	public	public	ADJ
american_scientific_journal-11730	365	28	infrastructure	infrastructure	NOUN
american_scientific_journal-11730	365	29	.	.	PUNCT
american_scientific_journal-11730	366	1	the	the	DET
american_scientific_journal-11730	366	2	roi	roi	NOUN
american_scientific_journal-11730	366	3	of	of	ADP
american_scientific_journal-11730	366	4	deploying	deploying	NOUN
american_scientific_journal-11730	366	5	ai	ai	VERB
american_scientific_journal-11730	366	6	at	at	ADP
american_scientific_journal-11730	366	7	the	the	DET
american_scientific_journal-11730	366	8	edge	edge	NOUN
american_scientific_journal-11730	366	9	is	be	AUX
american_scientific_journal-11730	366	10	drawn	draw	VERB
american_scientific_journal-11730	366	11	on	on	ADP
american_scientific_journal-11730	366	12	american	american	ADJ
american_scientific_journal-11730	366	13	academic	academic	ADJ
american_scientific_journal-11730	366	14	scientific	scientific	ADJ
american_scientific_journal-11730	366	15	research	research	NOUN
american_scientific_journal-11730	366	16	journal	journal	NOUN
american_scientific_journal-11730	366	17	for	for	ADP
american_scientific_journal-11730	366	18	engineering	engineering	NOUN
american_scientific_journal-11730	366	19	,	,	PUNCT
american_scientific_journal-11730	366	20	technology	technology	NOUN
american_scientific_journal-11730	366	21	,	,	PUNCT
american_scientific_journal-11730	366	22	and	and	CCONJ
american_scientific_journal-11730	366	23	sciences	science	NOUN
american_scientific_journal-11730	366	24	(	(	PUNCT
american_scientific_journal-11730	366	25	asrjets	asrjet	NOUN
american_scientific_journal-11730	366	26	)	)	PUNCT
american_scientific_journal-11730	366	27	volume	volume	NOUN
american_scientific_journal-11730	366	28	102	102	NUM
american_scientific_journal-11730	366	29	,	,	PUNCT
american_scientific_journal-11730	366	30	no	no	DET
american_scientific_journal-11730	366	31	1	1	NUM
american_scientific_journal-11730	366	32	,	,	PUNCT
american_scientific_journal-11730	366	33	pp	pp	ADV
american_scientific_journal-11730	366	34	227	227	NUM
american_scientific_journal-11730	366	35	-	-	SYM
american_scientific_journal-11730	366	36	248	248	NUM
american_scientific_journal-11730	366	37	244	244	NUM
american_scientific_journal-11730	366	38	parameters	parameter	NOUN
american_scientific_journal-11730	366	39	such	such	ADJ
american_scientific_journal-11730	366	40	as	as	ADP
american_scientific_journal-11730	366	41	device	device	NOUN
american_scientific_journal-11730	366	42	longevity	longevity	NOUN
american_scientific_journal-11730	366	43	,	,	PUNCT
american_scientific_journal-11730	366	44	ease	ease	NOUN
american_scientific_journal-11730	366	45	of	of	ADP
american_scientific_journal-11730	366	46	integration	integration	NOUN
american_scientific_journal-11730	366	47	,	,	PUNCT
american_scientific_journal-11730	366	48	and	and	CCONJ
american_scientific_journal-11730	366	49	the	the	DET
american_scientific_journal-11730	366	50	ability	ability	NOUN
american_scientific_journal-11730	366	51	to	to	PART
american_scientific_journal-11730	366	52	support	support	VERB
american_scientific_journal-11730	366	53	future	future	ADJ
american_scientific_journal-11730	366	54	upgrades	upgrade	NOUN
american_scientific_journal-11730	366	55	.	.	PUNCT
american_scientific_journal-11730	367	1	the	the	DET
american_scientific_journal-11730	367	2	total	total	ADJ
american_scientific_journal-11730	367	3	cost	cost	NOUN
american_scientific_journal-11730	367	4	of	of	ADP
american_scientific_journal-11730	367	5	ownership	ownership	NOUN
american_scientific_journal-11730	367	6	has	have	VERB
american_scientific_journal-11730	367	7	to	to	PART
american_scientific_journal-11730	367	8	cover	cover	VERB
american_scientific_journal-11730	367	9	hardware	hardware	NOUN
american_scientific_journal-11730	367	10	,	,	PUNCT
american_scientific_journal-11730	367	11	software	software	NOUN
american_scientific_journal-11730	367	12	,	,	PUNCT
american_scientific_journal-11730	367	13	networking	networking	NOUN
american_scientific_journal-11730	367	14	,	,	PUNCT
american_scientific_journal-11730	367	15	and	and	CCONJ
american_scientific_journal-11730	367	16	maintenance	maintenance	NOUN
american_scientific_journal-11730	367	17	.	.	PUNCT
american_scientific_journal-11730	368	1	business	business	NOUN
american_scientific_journal-11730	368	2	models	model	NOUN
american_scientific_journal-11730	368	3	that	that	PRON
american_scientific_journal-11730	368	4	enable	enable	VERB
american_scientific_journal-11730	368	5	modular	modular	ADJ
american_scientific_journal-11730	368	6	upgrades	upgrade	NOUN
american_scientific_journal-11730	368	7	,	,	PUNCT
american_scientific_journal-11730	368	8	subscription	subscription	NOUN
american_scientific_journal-11730	368	9	-	-	PUNCT
american_scientific_journal-11730	368	10	based	base	VERB
american_scientific_journal-11730	368	11	firmware	firmware	NOUN
american_scientific_journal-11730	368	12	,	,	PUNCT
american_scientific_journal-11730	368	13	and	and	CCONJ
american_scientific_journal-11730	368	14	shared	share	VERB
american_scientific_journal-11730	368	15	analytics	analytic	NOUN
american_scientific_journal-11730	368	16	platforms	platform	NOUN
american_scientific_journal-11730	368	17	may	may	AUX
american_scientific_journal-11730	368	18	offer	offer	VERB
american_scientific_journal-11730	368	19	more	more	ADV
american_scientific_journal-11730	368	20	sustainable	sustainable	ADJ
american_scientific_journal-11730	368	21	paths	path	NOUN
american_scientific_journal-11730	368	22	for	for	ADP
american_scientific_journal-11730	368	23	edge	edge	NOUN
american_scientific_journal-11730	368	24	ai	ai	VERB
american_scientific_journal-11730	368	25	adoption	adoption	NOUN
american_scientific_journal-11730	368	26	.	.	PUNCT
american_scientific_journal-11730	369	1	one	one	NUM
american_scientific_journal-11730	369	2	of	of	ADP
american_scientific_journal-11730	369	3	the	the	DET
american_scientific_journal-11730	369	4	main	main	ADJ
american_scientific_journal-11730	369	5	areas	area	NOUN
american_scientific_journal-11730	369	6	of	of	ADP
american_scientific_journal-11730	369	7	research	research	NOUN
american_scientific_journal-11730	369	8	is	be	AUX
american_scientific_journal-11730	369	9	self	self	NOUN
american_scientific_journal-11730	369	10	-	-	PUNCT
american_scientific_journal-11730	369	11	learning	learn	VERB
american_scientific_journal-11730	369	12	and	and	CCONJ
american_scientific_journal-11730	369	13	adaptive	adaptive	ADJ
american_scientific_journal-11730	369	14	systems	system	NOUN
american_scientific_journal-11730	369	15	.	.	PUNCT
american_scientific_journal-11730	370	1	the	the	DET
american_scientific_journal-11730	370	2	existing	exist	VERB
american_scientific_journal-11730	370	3	edge	edge	NOUN
american_scientific_journal-11730	370	4	models	model	NOUN
american_scientific_journal-11730	370	5	tend	tend	VERB
american_scientific_journal-11730	370	6	to	to	PART
american_scientific_journal-11730	370	7	be	be	AUX
american_scientific_journal-11730	370	8	static	static	ADJ
american_scientific_journal-11730	370	9	and	and	CCONJ
american_scientific_journal-11730	370	10	require	require	VERB
american_scientific_journal-11730	370	11	retraining	retrain	VERB
american_scientific_journal-11730	370	12	in	in	ADP
american_scientific_journal-11730	370	13	the	the	DET
american_scientific_journal-11730	370	14	cloud	cloud	NOUN
american_scientific_journal-11730	370	15	to	to	PART
american_scientific_journal-11730	370	16	improve	improve	VERB
american_scientific_journal-11730	370	17	performance	performance	NOUN
american_scientific_journal-11730	370	18	.	.	PUNCT
american_scientific_journal-11730	371	1	future	future	ADJ
american_scientific_journal-11730	371	2	edge	edge	NOUN
american_scientific_journal-11730	371	3	ai	ai	VERB
american_scientific_journal-11730	371	4	systems	system	NOUN
american_scientific_journal-11730	371	5	must	must	AUX
american_scientific_journal-11730	371	6	be	be	AUX
american_scientific_journal-11730	371	7	capable	capable	ADJ
american_scientific_journal-11730	371	8	of	of	ADP
american_scientific_journal-11730	371	9	continual	continual	ADJ
american_scientific_journal-11730	371	10	,	,	PUNCT
american_scientific_journal-11730	371	11	unsupervised	unsupervised	ADJ
american_scientific_journal-11730	371	12	adaptation	adaptation	NOUN
american_scientific_journal-11730	371	13	using	use	VERB
american_scientific_journal-11730	371	14	local	local	ADJ
american_scientific_journal-11730	371	15	data	datum	NOUN
american_scientific_journal-11730	371	16	streams	stream	NOUN
american_scientific_journal-11730	371	17	while	while	SCONJ
american_scientific_journal-11730	371	18	ensuring	ensure	VERB
american_scientific_journal-11730	371	19	stability	stability	NOUN
american_scientific_journal-11730	371	20	and	and	CCONJ
american_scientific_journal-11730	371	21	generalization	generalization	NOUN
american_scientific_journal-11730	371	22	.	.	PUNCT
american_scientific_journal-11730	372	1	online	online	PROPN
american_scientific_journal-11730	372	2	learning	learning	PROPN
american_scientific_journal-11730	372	3	,	,	PUNCT
american_scientific_journal-11730	372	4	federated	federate	VERB
american_scientific_journal-11730	372	5	continual	continual	ADJ
american_scientific_journal-11730	372	6	learning	learning	NOUN
american_scientific_journal-11730	372	7	,	,	PUNCT
american_scientific_journal-11730	372	8	and	and	CCONJ
american_scientific_journal-11730	372	9	active	active	ADJ
american_scientific_journal-11730	372	10	learning	learning	NOUN
american_scientific_journal-11730	372	11	are	be	AUX
american_scientific_journal-11730	372	12	the	the	DET
american_scientific_journal-11730	372	13	profitable	profitable	ADJ
american_scientific_journal-11730	372	14	paradigms	paradigm	NOUN
american_scientific_journal-11730	372	15	with	with	ADP
american_scientific_journal-11730	372	16	future	future	ADJ
american_scientific_journal-11730	372	17	research	research	NOUN
american_scientific_journal-11730	372	18	potential	potential	NOUN
american_scientific_journal-11730	372	19	for	for	ADP
american_scientific_journal-11730	372	20	the	the	DET
american_scientific_journal-11730	372	21	edge	edge	NOUN
american_scientific_journal-11730	372	22	[	[	X
american_scientific_journal-11730	372	23	17	17	NUM
american_scientific_journal-11730	372	24	]	]	PUNCT
american_scientific_journal-11730	372	25	.	.	PUNCT
american_scientific_journal-11730	373	1	they	they	PRON
american_scientific_journal-11730	373	2	're	be	AUX
american_scientific_journal-11730	373	3	needed	need	VERB
american_scientific_journal-11730	373	4	for	for	ADP
american_scientific_journal-11730	373	5	areas	area	NOUN
american_scientific_journal-11730	373	6	such	such	ADJ
american_scientific_journal-11730	373	7	as	as	ADP
american_scientific_journal-11730	373	8	predictive	predictive	ADJ
american_scientific_journal-11730	373	9	maintenance	maintenance	NOUN
american_scientific_journal-11730	373	10	,	,	PUNCT
american_scientific_journal-11730	373	11	anomaly	anomaly	NOUN
american_scientific_journal-11730	373	12	detection	detection	NOUN
american_scientific_journal-11730	373	13	and	and	CCONJ
american_scientific_journal-11730	373	14	personalized	personalized	ADJ
american_scientific_journal-11730	373	15	healthcare	healthcare	NOUN
american_scientific_journal-11730	373	16	.	.	PUNCT
american_scientific_journal-11730	374	1	whether	whether	SCONJ
american_scientific_journal-11730	374	2	ai	ai	NOUN
american_scientific_journal-11730	374	3	will	will	AUX
american_scientific_journal-11730	374	4	be	be	AUX
american_scientific_journal-11730	374	5	successful	successful	ADJ
american_scientific_journal-11730	374	6	in	in	ADP
american_scientific_journal-11730	374	7	meeting	meet	VERB
american_scientific_journal-11730	374	8	the	the	DET
american_scientific_journal-11730	374	9	demands	demand	NOUN
american_scientific_journal-11730	374	10	of	of	ADP
american_scientific_journal-11730	374	11	the	the	DET
american_scientific_journal-11730	374	12	future	future	NOUN
american_scientific_journal-11730	374	13	will	will	AUX
american_scientific_journal-11730	374	14	increasingly	increasingly	ADV
american_scientific_journal-11730	374	15	turn	turn	VERB
american_scientific_journal-11730	374	16	on	on	ADP
american_scientific_journal-11730	374	17	how	how	SCONJ
american_scientific_journal-11730	374	18	well	well	ADV
american_scientific_journal-11730	374	19	it	it	PRON
american_scientific_journal-11730	374	20	satisfies	satisfy	VERB
american_scientific_journal-11730	374	21	sustainability	sustainability	NOUN
american_scientific_journal-11730	374	22	standards	standard	NOUN
american_scientific_journal-11730	374	23	.	.	PUNCT
american_scientific_journal-11730	375	1	using	use	VERB
american_scientific_journal-11730	375	2	edge	edge	NOUN
american_scientific_journal-11730	375	3	ai	ai	VERB
american_scientific_journal-11730	375	4	instead	instead	ADV
american_scientific_journal-11730	375	5	of	of	ADP
american_scientific_journal-11730	375	6	data	datum	NOUN
american_scientific_journal-11730	375	7	centers	center	NOUN
american_scientific_journal-11730	375	8	cuts	cut	VERB
american_scientific_journal-11730	375	9	down	down	ADP
american_scientific_journal-11730	375	10	on	on	ADP
american_scientific_journal-11730	375	11	energy	energy	NOUN
american_scientific_journal-11730	375	12	usage	usage	NOUN
american_scientific_journal-11730	375	13	,	,	PUNCT
american_scientific_journal-11730	375	14	yet	yet	CCONJ
american_scientific_journal-11730	375	15	large	large	ADJ
american_scientific_journal-11730	375	16	-	-	PUNCT
american_scientific_journal-11730	375	17	scale	scale	NOUN
american_scientific_journal-11730	375	18	adoption	adoption	NOUN
american_scientific_journal-11730	375	19	of	of	ADP
american_scientific_journal-11730	375	20	devices	device	NOUN
american_scientific_journal-11730	375	21	generates	generate	VERB
american_scientific_journal-11730	375	22	e	e	NOUN
american_scientific_journal-11730	375	23	-	-	NOUN
american_scientific_journal-11730	375	24	waste	waste	NOUN
american_scientific_journal-11730	375	25	and	and	CCONJ
american_scientific_journal-11730	375	26	aggravates	aggravate	VERB
american_scientific_journal-11730	375	27	material	material	ADJ
american_scientific_journal-11730	375	28	consumption	consumption	NOUN
american_scientific_journal-11730	375	29	.	.	PUNCT
american_scientific_journal-11730	376	1	the	the	DET
american_scientific_journal-11730	376	2	study	study	NOUN
american_scientific_journal-11730	376	3	of	of	ADP
american_scientific_journal-11730	376	4	biodegradable	biodegradable	ADJ
american_scientific_journal-11730	376	5	sensors	sensor	NOUN
american_scientific_journal-11730	376	6	,	,	PUNCT
american_scientific_journal-11730	376	7	non	non	ADJ
american_scientific_journal-11730	376	8	-	-	ADJ
american_scientific_journal-11730	376	9	damaging	damaging	ADJ
american_scientific_journal-11730	376	10	chip	chip	NOUN
american_scientific_journal-11730	376	11	production	production	NOUN
american_scientific_journal-11730	376	12	,	,	PUNCT
american_scientific_journal-11730	376	13	and	and	CCONJ
american_scientific_journal-11730	376	14	circular	circular	ADJ
american_scientific_journal-11730	376	15	hardware	hardware	NOUN
american_scientific_journal-11730	376	16	development	development	NOUN
american_scientific_journal-11730	376	17	requires	require	VERB
american_scientific_journal-11730	376	18	a	a	DET
american_scientific_journal-11730	376	19	more	more	ADV
american_scientific_journal-11730	376	20	significant	significant	ADJ
american_scientific_journal-11730	376	21	focus	focus	NOUN
american_scientific_journal-11730	376	22	[	[	X
american_scientific_journal-11730	376	23	17	17	NUM
american_scientific_journal-11730	376	24	]	]	PUNCT
american_scientific_journal-11730	376	25	.	.	PUNCT
american_scientific_journal-11730	377	1	edge	edge	NOUN
american_scientific_journal-11730	377	2	products	product	NOUN
american_scientific_journal-11730	377	3	should	should	AUX
american_scientific_journal-11730	377	4	have	have	VERB
american_scientific_journal-11730	377	5	a	a	DET
american_scientific_journal-11730	377	6	consideration	consideration	NOUN
american_scientific_journal-11730	377	7	for	for	ADP
american_scientific_journal-11730	377	8	sustainability	sustainability	NOUN
american_scientific_journal-11730	377	9	throughout	throughout	ADP
american_scientific_journal-11730	377	10	their	their	PRON
american_scientific_journal-11730	377	11	design	design	NOUN
american_scientific_journal-11730	377	12	and	and	CCONJ
american_scientific_journal-11730	377	13	manufacturing	manufacturing	NOUN
american_scientific_journal-11730	377	14	.	.	PUNCT
american_scientific_journal-11730	378	1	in	in	ADP
american_scientific_journal-11730	378	2	addition	addition	NOUN
american_scientific_journal-11730	378	3	to	to	ADP
american_scientific_journal-11730	378	4	technical	technical	ADJ
american_scientific_journal-11730	378	5	and	and	CCONJ
american_scientific_journal-11730	378	6	ecological	ecological	ADJ
american_scientific_journal-11730	378	7	aspects	aspect	NOUN
american_scientific_journal-11730	378	8	,	,	PUNCT
american_scientific_journal-11730	378	9	societal	societal	ADJ
american_scientific_journal-11730	378	10	acceptance	acceptance	NOUN
american_scientific_journal-11730	378	11	and	and	CCONJ
american_scientific_journal-11730	378	12	ethical	ethical	ADJ
american_scientific_journal-11730	378	13	governance	governance	NOUN
american_scientific_journal-11730	378	14	will	will	AUX
american_scientific_journal-11730	378	15	shape	shape	VERB
american_scientific_journal-11730	378	16	the	the	DET
american_scientific_journal-11730	378	17	future	future	NOUN
american_scientific_journal-11730	378	18	of	of	ADP
american_scientific_journal-11730	378	19	edge	edge	NOUN
american_scientific_journal-11730	378	20	ai	ai	VERB
american_scientific_journal-11730	378	21	.	.	PUNCT
american_scientific_journal-11730	379	1	issues	issue	NOUN
american_scientific_journal-11730	379	2	of	of	ADP
american_scientific_journal-11730	379	3	surveillance	surveillance	NOUN
american_scientific_journal-11730	379	4	,	,	PUNCT
american_scientific_journal-11730	379	5	data	data	NOUN
american_scientific_journal-11730	379	6	misuse	misuse	NOUN
american_scientific_journal-11730	379	7	,	,	PUNCT
american_scientific_journal-11730	379	8	and	and	CCONJ
american_scientific_journal-11730	379	9	algorithms	algorithm	VERB
american_scientific_journal-11730	379	10	obscurity	obscurity	NOUN
american_scientific_journal-11730	379	11	need	need	VERB
american_scientific_journal-11730	379	12	to	to	PART
american_scientific_journal-11730	379	13	be	be	AUX
american_scientific_journal-11730	379	14	pre	pre	ADJ
american_scientific_journal-11730	379	15	-	-	ADJ
american_scientific_journal-11730	379	16	emptively	emptively	ADV
american_scientific_journal-11730	379	17	addressed	address	VERB
american_scientific_journal-11730	379	18	.	.	PUNCT
american_scientific_journal-11730	380	1	community	community	NOUN
american_scientific_journal-11730	380	2	engagement	engagement	NOUN
american_scientific_journal-11730	380	3	,	,	PUNCT
american_scientific_journal-11730	380	4	transparent	transparent	ADJ
american_scientific_journal-11730	380	5	model	model	NOUN
american_scientific_journal-11730	380	6	auditing	auditing	NOUN
american_scientific_journal-11730	380	7	,	,	PUNCT
american_scientific_journal-11730	380	8	and	and	CCONJ
american_scientific_journal-11730	380	9	inclusive	inclusive	ADJ
american_scientific_journal-11730	380	10	design	design	NOUN
american_scientific_journal-11730	380	11	practices	practice	NOUN
american_scientific_journal-11730	380	12	are	be	AUX
american_scientific_journal-11730	380	13	necessary	necessary	ADJ
american_scientific_journal-11730	380	14	to	to	PART
american_scientific_journal-11730	380	15	ensure	ensure	VERB
american_scientific_journal-11730	380	16	that	that	SCONJ
american_scientific_journal-11730	380	17	edge	edge	NOUN
american_scientific_journal-11730	380	18	ai	ai	VERB
american_scientific_journal-11730	380	19	serves	serve	VERB
american_scientific_journal-11730	380	20	public	public	ADJ
american_scientific_journal-11730	380	21	interests	interest	NOUN
american_scientific_journal-11730	381	1	[	[	X
american_scientific_journal-11730	381	2	7	7	NUM
american_scientific_journal-11730	381	3	]	]	PUNCT
american_scientific_journal-11730	381	4	.	.	PUNCT
american_scientific_journal-11730	382	1	regulatory	regulatory	ADJ
american_scientific_journal-11730	382	2	frameworks	framework	NOUN
american_scientific_journal-11730	382	3	should	should	AUX
american_scientific_journal-11730	382	4	evolve	evolve	VERB
american_scientific_journal-11730	382	5	with	with	ADP
american_scientific_journal-11730	382	6	technological	technological	ADJ
american_scientific_journal-11730	382	7	advancements	advancement	NOUN
american_scientific_journal-11730	382	8	to	to	PART
american_scientific_journal-11730	382	9	provide	provide	VERB
american_scientific_journal-11730	382	10	clear	clear	ADJ
american_scientific_journal-11730	382	11	guidelines	guideline	NOUN
american_scientific_journal-11730	382	12	on	on	ADP
american_scientific_journal-11730	382	13	responsible	responsible	ADJ
american_scientific_journal-11730	382	14	edge	edge	NOUN
american_scientific_journal-11730	382	15	ai	ai	VERB
american_scientific_journal-11730	382	16	deployment	deployment	NOUN
american_scientific_journal-11730	382	17	.	.	PUNCT
american_scientific_journal-11730	383	1	in	in	ADP
american_scientific_journal-11730	383	2	conclusion	conclusion	NOUN
american_scientific_journal-11730	383	3	,	,	PUNCT
american_scientific_journal-11730	383	4	while	while	SCONJ
american_scientific_journal-11730	383	5	edge	edge	NOUN
american_scientific_journal-11730	383	6	ai	ai	VERB
american_scientific_journal-11730	383	7	holds	hold	VERB
american_scientific_journal-11730	383	8	tremendous	tremendous	ADJ
american_scientific_journal-11730	383	9	promise	promise	NOUN
american_scientific_journal-11730	383	10	,	,	PUNCT
american_scientific_journal-11730	383	11	its	its	PRON
american_scientific_journal-11730	383	12	full	full	ADJ
american_scientific_journal-11730	383	13	potential	potential	NOUN
american_scientific_journal-11730	383	14	can	can	AUX
american_scientific_journal-11730	383	15	only	only	ADV
american_scientific_journal-11730	383	16	be	be	AUX
american_scientific_journal-11730	383	17	realized	realize	VERB
american_scientific_journal-11730	383	18	by	by	ADP
american_scientific_journal-11730	383	19	systematically	systematically	ADV
american_scientific_journal-11730	383	20	addressing	address	VERB
american_scientific_journal-11730	383	21	the	the	DET
american_scientific_journal-11730	383	22	current	current	ADJ
american_scientific_journal-11730	383	23	challenges	challenge	NOUN
american_scientific_journal-11730	383	24	.	.	PUNCT
american_scientific_journal-11730	384	1	efforts	effort	NOUN
american_scientific_journal-11730	384	2	must	must	AUX
american_scientific_journal-11730	384	3	be	be	AUX
american_scientific_journal-11730	384	4	synchronized	synchronize	VERB
american_scientific_journal-11730	384	5	in	in	ADP
american_scientific_journal-11730	384	6	the	the	DET
american_scientific_journal-11730	384	7	academia	academia	NOUN
american_scientific_journal-11730	384	8	,	,	PUNCT
american_scientific_journal-11730	384	9	industry	industry	NOUN
american_scientific_journal-11730	384	10	,	,	PUNCT
american_scientific_journal-11730	384	11	and	and	CCONJ
american_scientific_journal-11730	384	12	policy	policy	NOUN
american_scientific_journal-11730	384	13	-	-	PUNCT
american_scientific_journal-11730	384	14	making	make	VERB
american_scientific_journal-11730	384	15	sectors	sector	NOUN
american_scientific_journal-11730	384	16	to	to	PART
american_scientific_journal-11730	384	17	build	build	VERB
american_scientific_journal-11730	384	18	scalable	scalable	ADJ
american_scientific_journal-11730	384	19	,	,	PUNCT
american_scientific_journal-11730	384	20	ethical	ethical	ADJ
american_scientific_journal-11730	384	21	,	,	PUNCT
american_scientific_journal-11730	384	22	and	and	CCONJ
american_scientific_journal-11730	384	23	resilient	resilient	ADJ
american_scientific_journal-11730	384	24	edge	edge	NOUN
american_scientific_journal-11730	384	25	systems	system	NOUN
american_scientific_journal-11730	384	26	.	.	PUNCT
american_scientific_journal-11730	385	1	the	the	DET
american_scientific_journal-11730	385	2	rapidly	rapidly	ADV
american_scientific_journal-11730	385	3	emerging	emerge	VERB
american_scientific_journal-11730	385	4	new	new	ADJ
american_scientific_journal-11730	385	5	solutions	solution	NOUN
american_scientific_journal-11730	385	6	and	and	CCONJ
american_scientific_journal-11730	385	7	directions	direction	NOUN
american_scientific_journal-11730	385	8	of	of	ADP
american_scientific_journal-11730	385	9	research	research	NOUN
american_scientific_journal-11730	385	10	presented	present	VERB
american_scientific_journal-11730	385	11	above	above	ADP
american_scientific_journal-11730	385	12	only	only	ADV
american_scientific_journal-11730	385	13	illustrate	illustrate	VERB
american_scientific_journal-11730	385	14	the	the	DET
american_scientific_journal-11730	385	15	dynamic	dynamic	ADJ
american_scientific_journal-11730	385	16	character	character	NOUN
american_scientific_journal-11730	385	17	of	of	ADP
american_scientific_journal-11730	385	18	the	the	DET
american_scientific_journal-11730	385	19	field	field	NOUN
american_scientific_journal-11730	385	20	;	;	PUNCT
american_scientific_journal-11730	385	21	at	at	ADP
american_scientific_journal-11730	385	22	the	the	DET
american_scientific_journal-11730	385	23	same	same	ADJ
american_scientific_journal-11730	385	24	time	time	NOUN
american_scientific_journal-11730	385	25	,	,	PUNCT
american_scientific_journal-11730	385	26	it	it	PRON
american_scientific_journal-11730	385	27	emphasizes	emphasize	VERB
american_scientific_journal-11730	385	28	the	the	DET
american_scientific_journal-11730	385	29	role	role	NOUN
american_scientific_journal-11730	385	30	of	of	ADP
american_scientific_journal-11730	385	31	the	the	DET
american_scientific_journal-11730	385	32	field	field	NOUN
american_scientific_journal-11730	385	33	as	as	ADP
american_scientific_journal-11730	385	34	the	the	DET
american_scientific_journal-11730	385	35	key	key	ADJ
american_scientific_journal-11730	385	36	pillar	pillar	NOUN
american_scientific_journal-11730	385	37	of	of	ADP
american_scientific_journal-11730	385	38	the	the	DET
american_scientific_journal-11730	385	39	next	next	ADJ
american_scientific_journal-11730	385	40	generation	generation	NOUN
american_scientific_journal-11730	385	41	of	of	ADP
american_scientific_journal-11730	385	42	intelligent	intelligent	ADJ
american_scientific_journal-11730	385	43	decentralized	decentralized	ADJ
american_scientific_journal-11730	385	44	computing	computing	NOUN
american_scientific_journal-11730	385	45	—	—	PUNCT
american_scientific_journal-11730	385	46	fulfilling	fulfil	VERB
american_scientific_journal-11730	385	47	the	the	DET
american_scientific_journal-11730	385	48	innovation	innovation	NOUN
american_scientific_journal-11730	385	49	and	and	CCONJ
american_scientific_journal-11730	385	50	the	the	DET
american_scientific_journal-11730	385	51	impact	impact	NOUN
american_scientific_journal-11730	385	52	criteria	criterion	NOUN
american_scientific_journal-11730	385	53	essential	essential	ADJ
american_scientific_journal-11730	385	54	to	to	ADP
american_scientific_journal-11730	385	55	the	the	DET
american_scientific_journal-11730	385	56	eb1	eb1	PROPN
american_scientific_journal-11730	385	57	framework	framework	NOUN
american_scientific_journal-11730	385	58	.	.	PUNCT
american_scientific_journal-11730	386	1	ix	ix	INTJ
american_scientific_journal-11730	386	2	.	.	PUNCT
american_scientific_journal-11730	386	3	conclusion	conclusion	NOUN
american_scientific_journal-11730	386	4	and	and	CCONJ
american_scientific_journal-11730	386	5	eb1	eb1	NUM
american_scientific_journal-11730	386	6	relevance	relevance	NOUN
american_scientific_journal-11730	386	7	edge	edge	NOUN
american_scientific_journal-11730	386	8	ai	ai	VERB
american_scientific_journal-11730	386	9	and	and	CCONJ
american_scientific_journal-11730	386	10	on	on	ADP
american_scientific_journal-11730	386	11	-	-	PUNCT
american_scientific_journal-11730	386	12	device	device	NOUN
american_scientific_journal-11730	386	13	machine	machine	NOUN
american_scientific_journal-11730	386	14	learning	learning	NOUN
american_scientific_journal-11730	386	15	are	be	AUX
american_scientific_journal-11730	386	16	redefining	redefine	VERB
american_scientific_journal-11730	386	17	the	the	DET
american_scientific_journal-11730	386	18	ai	ai	ADJ
american_scientific_journal-11730	386	19	deployment	deployment	NOUN
american_scientific_journal-11730	386	20	paradigm	paradigm	NOUN
american_scientific_journal-11730	386	21	by	by	ADP
american_scientific_journal-11730	386	22	moving	move	VERB
american_scientific_journal-11730	386	23	computation	computation	NOUN
american_scientific_journal-11730	386	24	closer	close	ADV
american_scientific_journal-11730	386	25	to	to	ADP
american_scientific_journal-11730	386	26	data	datum	NOUN
american_scientific_journal-11730	386	27	sources	source	NOUN
american_scientific_journal-11730	386	28	.	.	PUNCT
american_scientific_journal-11730	387	1	this	this	DET
american_scientific_journal-11730	387	2	change	change	NOUN
american_scientific_journal-11730	387	3	brings	bring	VERB
american_scientific_journal-11730	387	4	vital	vital	ADJ
american_scientific_journal-11730	387	5	benefits	benefit	NOUN
american_scientific_journal-11730	387	6	–	–	PUNCT
american_scientific_journal-11730	387	7	real	real	ADJ
american_scientific_journal-11730	387	8	-	-	PUNCT
american_scientific_journal-11730	387	9	time	time	NOUN
american_scientific_journal-11730	387	10	responsiveness	responsiveness	NOUN
american_scientific_journal-11730	387	11	,	,	PUNCT
american_scientific_journal-11730	387	12	bandwidth	bandwidth	ADJ
american_scientific_journal-11730	387	13	-	-	PUNCT
american_scientific_journal-11730	387	14	effective	effective	ADJ
american_scientific_journal-11730	387	15	optimization	optimization	NOUN
american_scientific_journal-11730	387	16	,	,	PUNCT
american_scientific_journal-11730	387	17	privacy	privacy	NOUN
american_scientific_journal-11730	387	18	compliance	compliance	NOUN
american_scientific_journal-11730	387	19	,	,	PUNCT
american_scientific_journal-11730	387	20	and	and	CCONJ
american_scientific_journal-11730	387	21	energy	energy	NOUN
american_scientific_journal-11730	387	22	efficiency	efficiency	NOUN
american_scientific_journal-11730	387	23	that	that	PRON
american_scientific_journal-11730	387	24	are	be	AUX
american_scientific_journal-11730	387	25	redesigning	redesign	VERB
american_scientific_journal-11730	387	26	multiple	multiple	ADJ
american_scientific_journal-11730	387	27	intelligent	intelligent	ADJ
american_scientific_journal-11730	387	28	systems	system	NOUN
american_scientific_journal-11730	387	29	in	in	ADP
american_scientific_journal-11730	387	30	different	different	ADJ
american_scientific_journal-11730	387	31	industries	industry	NOUN
american_scientific_journal-11730	387	32	.	.	PUNCT
american_scientific_journal-11730	388	1	through	through	ADP
american_scientific_journal-11730	388	2	this	this	DET
american_scientific_journal-11730	388	3	article	article	NOUN
american_scientific_journal-11730	388	4	,	,	PUNCT
american_scientific_journal-11730	388	5	we	we	PRON
american_scientific_journal-11730	388	6	have	have	AUX
american_scientific_journal-11730	388	7	explored	explore	VERB
american_scientific_journal-11730	388	8	the	the	DET
american_scientific_journal-11730	388	9	architectural	architectural	ADJ
american_scientific_journal-11730	388	10	evolution	evolution	NOUN
american_scientific_journal-11730	388	11	,	,	PUNCT
american_scientific_journal-11730	388	12	foundational	foundational	ADJ
american_scientific_journal-11730	388	13	technologies	technology	NOUN
american_scientific_journal-11730	388	14	,	,	PUNCT
american_scientific_journal-11730	388	15	domain	domain	NOUN
american_scientific_journal-11730	388	16	-	-	PUNCT
american_scientific_journal-11730	388	17	specific	specific	ADJ
american_scientific_journal-11730	388	18	applications	application	NOUN
american_scientific_journal-11730	388	19	,	,	PUNCT
american_scientific_journal-11730	388	20	and	and	CCONJ
american_scientific_journal-11730	388	21	the	the	DET
american_scientific_journal-11730	388	22	many	many	ADJ
american_scientific_journal-11730	388	23	performance	performance	NOUN
american_scientific_journal-11730	388	24	trade	trade	NOUN
american_scientific_journal-11730	388	25	-	-	PUNCT
american_scientific_journal-11730	388	26	offs	off	NOUN
american_scientific_journal-11730	388	27	inherent	inherent	ADJ
american_scientific_journal-11730	388	28	in	in	ADP
american_scientific_journal-11730	388	29	edge	edge	NOUN
american_scientific_journal-11730	388	30	ai	ai	VERB
american_scientific_journal-11730	388	31	.	.	PUNCT
american_scientific_journal-11730	389	1	in	in	ADP
american_scientific_journal-11730	389	2	addition	addition	NOUN
american_scientific_journal-11730	389	3	,	,	PUNCT
american_scientific_journal-11730	389	4	we	we	PRON
american_scientific_journal-11730	389	5	've	have	AUX
american_scientific_journal-11730	389	6	explored	explore	VERB
american_scientific_journal-11730	389	7	active	active	ADJ
american_scientific_journal-11730	389	8	research	research	NOUN
american_scientific_journal-11730	389	9	trends	trend	NOUN
american_scientific_journal-11730	389	10	,	,	PUNCT
american_scientific_journal-11730	389	11	constant	constant	ADJ
american_scientific_journal-11730	389	12	challenges	challenge	NOUN
american_scientific_journal-11730	389	13	,	,	PUNCT
american_scientific_journal-11730	389	14	and	and	CCONJ
american_scientific_journal-11730	389	15	trailblazing	trailblaze	VERB
american_scientific_journal-11730	389	16	innovation	innovation	NOUN
american_scientific_journal-11730	389	17	.	.	PUNCT
american_scientific_journal-11730	390	1	the	the	DET
american_scientific_journal-11730	390	2	totality	totality	NOUN
american_scientific_journal-11730	390	3	of	of	ADP
american_scientific_journal-11730	390	4	this	this	DET
american_scientific_journal-11730	390	5	work	work	NOUN
american_scientific_journal-11730	390	6	presents	present	VERB
american_scientific_journal-11730	390	7	a	a	DET
american_scientific_journal-11730	390	8	strong	strong	ADJ
american_scientific_journal-11730	390	9	case	case	NOUN
american_scientific_journal-11730	390	10	for	for	ADP
american_scientific_journal-11730	390	11	edge	edge	NOUN
american_scientific_journal-11730	390	12	ai	ai	VERB
american_scientific_journal-11730	390	13	as	as	ADP
american_scientific_journal-11730	390	14	a	a	DET
american_scientific_journal-11730	390	15	field	field	NOUN
american_scientific_journal-11730	390	16	of	of	ADP
american_scientific_journal-11730	390	17	profound	profound	ADJ
american_scientific_journal-11730	390	18	technical	technical	ADJ
american_scientific_journal-11730	390	19	and	and	CCONJ
american_scientific_journal-11730	390	20	societal	societal	ADJ
american_scientific_journal-11730	390	21	significance	significance	NOUN
american_scientific_journal-11730	390	22	.	.	PUNCT
american_scientific_journal-11730	391	1	the	the	DET
american_scientific_journal-11730	391	2	relevance	relevance	NOUN
american_scientific_journal-11730	391	3	of	of	ADP
american_scientific_journal-11730	391	4	edge	edge	NOUN
american_scientific_journal-11730	391	5	ai	ai	VERB
american_scientific_journal-11730	391	6	to	to	ADP
american_scientific_journal-11730	391	7	eb1	eb1	PROPN
american_scientific_journal-11730	391	8	exceptional	exceptional	ADJ
american_scientific_journal-11730	391	9	ability	ability	NOUN
american_scientific_journal-11730	391	10	criteria	criterion	NOUN
american_scientific_journal-11730	391	11	is	be	AUX
american_scientific_journal-11730	391	12	multifaceted	multifaceted	ADJ
american_scientific_journal-11730	391	13	.	.	PUNCT
american_scientific_journal-11730	392	1	the	the	DET
american_scientific_journal-11730	392	2	field	field	NOUN
american_scientific_journal-11730	392	3	is	be	AUX
american_scientific_journal-11730	392	4	dynamic	dynamic	ADJ
american_scientific_journal-11730	392	5	,	,	PUNCT
american_scientific_journal-11730	392	6	researchamerican	researchamerican	PROPN
american_scientific_journal-11730	392	7	academic	academic	ADJ
american_scientific_journal-11730	392	8	scientific	scientific	ADJ
american_scientific_journal-11730	392	9	research	research	NOUN
american_scientific_journal-11730	392	10	journal	journal	NOUN
american_scientific_journal-11730	392	11	for	for	ADP
american_scientific_journal-11730	392	12	engineering	engineering	NOUN
american_scientific_journal-11730	392	13	,	,	PUNCT
american_scientific_journal-11730	392	14	technology	technology	NOUN
american_scientific_journal-11730	392	15	,	,	PUNCT
american_scientific_journal-11730	392	16	and	and	CCONJ
american_scientific_journal-11730	392	17	sciences	science	NOUN
american_scientific_journal-11730	392	18	(	(	PUNCT
american_scientific_journal-11730	392	19	asrjets	asrjet	NOUN
american_scientific_journal-11730	392	20	)	)	PUNCT
american_scientific_journal-11730	392	21	volume	volume	NOUN
american_scientific_journal-11730	392	22	102	102	NUM
american_scientific_journal-11730	392	23	,	,	PUNCT
american_scientific_journal-11730	392	24	no	no	DET
american_scientific_journal-11730	392	25	1	1	NUM
american_scientific_journal-11730	392	26	,	,	PUNCT
american_scientific_journal-11730	392	27	pp	pp	ADV
american_scientific_journal-11730	392	28	227	227	NUM
american_scientific_journal-11730	392	29	-	-	SYM
american_scientific_journal-11730	392	30	248	248	NUM
american_scientific_journal-11730	392	31	245	245	NUM
american_scientific_journal-11730	392	32	oriented	orient	VERB
american_scientific_journal-11730	392	33	,	,	PUNCT
american_scientific_journal-11730	392	34	and	and	CCONJ
american_scientific_journal-11730	392	35	global	global	ADJ
american_scientific_journal-11730	392	36	in	in	ADP
american_scientific_journal-11730	392	37	its	its	PRON
american_scientific_journal-11730	392	38	effect	effect	NOUN
american_scientific_journal-11730	392	39	–	–	PUNCT
american_scientific_journal-11730	392	40	which	which	PRON
american_scientific_journal-11730	392	41	perfectly	perfectly	ADV
american_scientific_journal-11730	392	42	complements	complement	VERB
american_scientific_journal-11730	392	43	the	the	DET
american_scientific_journal-11730	392	44	eb1	eb1	PROPN
american_scientific_journal-11730	392	45	requirement	requirement	NOUN
american_scientific_journal-11730	392	46	of	of	ADP
american_scientific_journal-11730	392	47	proving	prove	VERB
american_scientific_journal-11730	392	48	"	"	PUNCT
american_scientific_journal-11730	392	49	original	original	ADJ
american_scientific_journal-11730	392	50	contributions	contribution	NOUN
american_scientific_journal-11730	392	51	of	of	ADP
american_scientific_journal-11730	392	52	major	major	ADJ
american_scientific_journal-11730	392	53	significance	significance	NOUN
american_scientific_journal-11730	392	54	.	.	PUNCT
american_scientific_journal-11730	392	55	"	"	PUNCT
american_scientific_journal-11730	393	1	innovations	innovation	NOUN
american_scientific_journal-11730	393	2	in	in	ADP
american_scientific_journal-11730	393	3	federated	federated	ADJ
american_scientific_journal-11730	393	4	learning	learning	NOUN
american_scientific_journal-11730	393	5	,	,	PUNCT
american_scientific_journal-11730	393	6	model	model	NOUN
american_scientific_journal-11730	393	7	compression	compression	NOUN
american_scientific_journal-11730	393	8	,	,	PUNCT
american_scientific_journal-11730	393	9	neuromorphic	neuromorphic	ADJ
american_scientific_journal-11730	393	10	chips	chip	NOUN
american_scientific_journal-11730	393	11	,	,	PUNCT
american_scientific_journal-11730	393	12	and	and	CCONJ
american_scientific_journal-11730	393	13	hybrid	hybrid	ADJ
american_scientific_journal-11730	393	14	edge	edge	NOUN
american_scientific_journal-11730	393	15	-	-	PUNCT
american_scientific_journal-11730	393	16	cloud	cloud	NOUN
american_scientific_journal-11730	393	17	orchestration	orchestration	NOUN
american_scientific_journal-11730	393	18	represent	represent	VERB
american_scientific_journal-11730	393	19	pioneering	pioneer	VERB
american_scientific_journal-11730	393	20	work	work	NOUN
american_scientific_journal-11730	393	21	already	already	ADV
american_scientific_journal-11730	393	22	reshaping	reshape	VERB
american_scientific_journal-11730	393	23	commercial	commercial	ADJ
american_scientific_journal-11730	393	24	and	and	CCONJ
american_scientific_journal-11730	393	25	academic	academic	ADJ
american_scientific_journal-11730	393	26	landscapes	landscape	NOUN
american_scientific_journal-11730	394	1	[	[	X
american_scientific_journal-11730	394	2	1,2,6,7,12	1,2,6,7,12	NUM
american_scientific_journal-11730	394	3	]	]	PUNCT
american_scientific_journal-11730	394	4	.	.	PUNCT
american_scientific_journal-11730	395	1	the	the	DET
american_scientific_journal-11730	395	2	contributions	contribution	NOUN
american_scientific_journal-11730	395	3	to	to	ADP
american_scientific_journal-11730	395	4	these	these	DET
american_scientific_journal-11730	395	5	areas	area	NOUN
american_scientific_journal-11730	395	6	are	be	AUX
american_scientific_journal-11730	395	7	strong	strong	ADJ
american_scientific_journal-11730	395	8	evidence	evidence	NOUN
american_scientific_journal-11730	395	9	of	of	ADP
american_scientific_journal-11730	395	10	the	the	DET
american_scientific_journal-11730	395	11	technical	technical	ADJ
american_scientific_journal-11730	395	12	leadership	leadership	NOUN
american_scientific_journal-11730	395	13	and	and	CCONJ
american_scientific_journal-11730	395	14	influence	influence	NOUN
american_scientific_journal-11730	395	15	,	,	PUNCT
american_scientific_journal-11730	395	16	particularly	particularly	ADV
american_scientific_journal-11730	395	17	when	when	SCONJ
american_scientific_journal-11730	395	18	contributed	contribute	VERB
american_scientific_journal-11730	395	19	through	through	ADP
american_scientific_journal-11730	395	20	patents	patent	NOUN
american_scientific_journal-11730	395	21	,	,	PUNCT
american_scientific_journal-11730	395	22	peer	peer	NOUN
american_scientific_journal-11730	395	23	-	-	PUNCT
american_scientific_journal-11730	395	24	reviewed	review	VERB
american_scientific_journal-11730	395	25	publications	publication	NOUN
american_scientific_journal-11730	395	26	,	,	PUNCT
american_scientific_journal-11730	395	27	or	or	CCONJ
american_scientific_journal-11730	395	28	put	put	VERB
american_scientific_journal-11730	395	29	into	into	ADP
american_scientific_journal-11730	395	30	productized	productize	VERB
american_scientific_journal-11730	395	31	solutions	solution	NOUN
american_scientific_journal-11730	395	32	.	.	PUNCT
american_scientific_journal-11730	396	1	moreover	moreover	ADV
american_scientific_journal-11730	396	2	,	,	PUNCT
american_scientific_journal-11730	396	3	edge	edge	NOUN
american_scientific_journal-11730	396	4	ai	ai	VERB
american_scientific_journal-11730	396	5	has	have	AUX
american_scientific_journal-11730	396	6	catalyzed	catalyze	VERB
american_scientific_journal-11730	396	7	new	new	ADJ
american_scientific_journal-11730	396	8	academic	academic	ADJ
american_scientific_journal-11730	396	9	disciplines	discipline	NOUN
american_scientific_journal-11730	396	10	and	and	CCONJ
american_scientific_journal-11730	396	11	industrial	industrial	ADJ
american_scientific_journal-11730	396	12	subfields	subfield	NOUN
american_scientific_journal-11730	396	13	.	.	PUNCT
american_scientific_journal-11730	397	1	conferences	conference	NOUN
american_scientific_journal-11730	397	2	,	,	PUNCT
american_scientific_journal-11730	397	3	journals	journal	NOUN
american_scientific_journal-11730	397	4	,	,	PUNCT
american_scientific_journal-11730	397	5	and	and	CCONJ
american_scientific_journal-11730	397	6	workshops	workshop	NOUN
american_scientific_journal-11730	397	7	dedicated	dedicate	VERB
american_scientific_journal-11730	397	8	to	to	ADP
american_scientific_journal-11730	397	9	tinyml	tinyml	ADJ
american_scientific_journal-11730	397	10	,	,	PUNCT
american_scientific_journal-11730	397	11	low	low	ADJ
american_scientific_journal-11730	397	12	-	-	PUNCT
american_scientific_journal-11730	397	13	power	power	NOUN
american_scientific_journal-11730	397	14	ai	ai	NOUN
american_scientific_journal-11730	397	15	,	,	PUNCT
american_scientific_journal-11730	397	16	and	and	CCONJ
american_scientific_journal-11730	397	17	embedded	embed	VERB
american_scientific_journal-11730	397	18	ml	ml	PART
american_scientific_journal-11730	397	19	have	have	AUX
american_scientific_journal-11730	397	20	proliferated	proliferate	VERB
american_scientific_journal-11730	397	21	recently	recently	ADV
american_scientific_journal-11730	397	22	,	,	PUNCT
american_scientific_journal-11730	397	23	indicating	indicate	VERB
american_scientific_journal-11730	397	24	the	the	DET
american_scientific_journal-11730	397	25	field	field	NOUN
american_scientific_journal-11730	397	26	's	's	PART
american_scientific_journal-11730	397	27	maturity	maturity	NOUN
american_scientific_journal-11730	397	28	and	and	CCONJ
american_scientific_journal-11730	397	29	high	high	ADJ
american_scientific_journal-11730	397	30	relevance[5,14,19	relevance[5,14,19	NOUN
american_scientific_journal-11730	397	31	]	]	PUNCT
american_scientific_journal-11730	397	32	.	.	PUNCT
american_scientific_journal-11730	398	1	applicants	applicant	NOUN
american_scientific_journal-11730	398	2	working	work	VERB
american_scientific_journal-11730	398	3	in	in	ADP
american_scientific_journal-11730	398	4	edge	edge	NOUN
american_scientific_journal-11730	398	5	ai	ai	VERB
american_scientific_journal-11730	398	6	who	who	PRON
american_scientific_journal-11730	398	7	have	have	AUX
american_scientific_journal-11730	398	8	authored	author	VERB
american_scientific_journal-11730	398	9	seminal	seminal	ADJ
american_scientific_journal-11730	398	10	papers	paper	NOUN
american_scientific_journal-11730	398	11	received	receive	VERB
american_scientific_journal-11730	398	12	citations	citation	NOUN
american_scientific_journal-11730	398	13	from	from	ADP
american_scientific_journal-11730	398	14	global	global	ADJ
american_scientific_journal-11730	398	15	researchers	researcher	NOUN
american_scientific_journal-11730	398	16	,	,	PUNCT
american_scientific_journal-11730	398	17	or	or	CCONJ
american_scientific_journal-11730	398	18	contributed	contribute	VERB
american_scientific_journal-11730	398	19	to	to	PART
american_scientific_journal-11730	398	20	open	open	ADJ
american_scientific_journal-11730	398	21	-	-	PUNCT
american_scientific_journal-11730	398	22	source	source	NOUN
american_scientific_journal-11730	398	23	frameworks	framework	NOUN
american_scientific_journal-11730	398	24	and	and	CCONJ
american_scientific_journal-11730	398	25	standards	standard	NOUN
american_scientific_journal-11730	398	26	(	(	PUNCT
american_scientific_journal-11730	398	27	such	such	ADJ
american_scientific_journal-11730	398	28	as	as	ADP
american_scientific_journal-11730	398	29	onnx	onnx	NOUN
american_scientific_journal-11730	398	30	,	,	PUNCT
american_scientific_journal-11730	398	31	tensorflow	tensorflow	PROPN
american_scientific_journal-11730	398	32	lite	lite	PROPN
american_scientific_journal-11730	398	33	micro	micro	PROPN
american_scientific_journal-11730	398	34	,	,	PUNCT
american_scientific_journal-11730	398	35	or	or	CCONJ
american_scientific_journal-11730	398	36	tvm	tvm	PROPN
american_scientific_journal-11730	398	37	)	)	PUNCT
american_scientific_journal-11730	398	38	are	be	AUX
american_scientific_journal-11730	398	39	well	well	ADV
american_scientific_journal-11730	398	40	-	-	PUNCT
american_scientific_journal-11730	398	41	positioned	position	VERB
american_scientific_journal-11730	398	42	to	to	PART
american_scientific_journal-11730	398	43	demonstrate	demonstrate	VERB
american_scientific_journal-11730	398	44	scholarly	scholarly	ADJ
american_scientific_journal-11730	398	45	impact	impact	NOUN
american_scientific_journal-11730	398	46	—	—	PUNCT
american_scientific_journal-11730	398	47	another	another	DET
american_scientific_journal-11730	398	48	eb1	eb1	PROPN
american_scientific_journal-11730	398	49	eligibility	eligibility	NOUN
american_scientific_journal-11730	398	50	marker	marker	NOUN
american_scientific_journal-11730	398	51	.	.	PUNCT
american_scientific_journal-11730	399	1	commercial	commercial	ADJ
american_scientific_journal-11730	399	2	use	use	NOUN
american_scientific_journal-11730	399	3	of	of	ADP
american_scientific_journal-11730	399	4	the	the	DET
american_scientific_journal-11730	399	5	eb1	eb1	PROPN
american_scientific_journal-11730	399	6	increases	increase	VERB
american_scientific_journal-11730	399	7	the	the	DET
american_scientific_journal-11730	399	8	strength	strength	NOUN
american_scientific_journal-11730	399	9	.	.	PUNCT
american_scientific_journal-11730	400	1	edge	edge	NOUN
american_scientific_journal-11730	400	2	ai	ai	VERB
american_scientific_journal-11730	400	3	innovations	innovation	NOUN
american_scientific_journal-11730	400	4	have	have	AUX
american_scientific_journal-11730	400	5	been	be	AUX
american_scientific_journal-11730	400	6	rapidly	rapidly	ADV
american_scientific_journal-11730	400	7	adopted	adopt	VERB
american_scientific_journal-11730	400	8	in	in	ADP
american_scientific_journal-11730	400	9	sectors	sector	NOUN
american_scientific_journal-11730	400	10	ranging	range	VERB
american_scientific_journal-11730	400	11	from	from	ADP
american_scientific_journal-11730	400	12	autonomous	autonomous	ADJ
american_scientific_journal-11730	400	13	vehicles	vehicle	NOUN
american_scientific_journal-11730	400	14	and	and	CCONJ
american_scientific_journal-11730	400	15	wearable	wearable	ADJ
american_scientific_journal-11730	400	16	healthcare	healthcare	NOUN
american_scientific_journal-11730	400	17	devices	device	NOUN
american_scientific_journal-11730	400	18	to	to	ADP
american_scientific_journal-11730	400	19	smart	smart	ADJ
american_scientific_journal-11730	400	20	cities	city	NOUN
american_scientific_journal-11730	400	21	and	and	CCONJ
american_scientific_journal-11730	400	22	defense	defense	NOUN
american_scientific_journal-11730	400	23	systems	system	NOUN
american_scientific_journal-11730	400	24	.	.	PUNCT
american_scientific_journal-11730	401	1	for	for	ADP
american_scientific_journal-11730	401	2	instance	instance	NOUN
american_scientific_journal-11730	401	3	,	,	PUNCT
american_scientific_journal-11730	401	4	the	the	DET
american_scientific_journal-11730	401	5	use	use	NOUN
american_scientific_journal-11730	401	6	of	of	ADP
american_scientific_journal-11730	401	7	edge	edge	NOUN
american_scientific_journal-11730	401	8	ai	ai	VERB
american_scientific_journal-11730	401	9	in	in	ADP
american_scientific_journal-11730	401	10	covid-19	covid-19	PROPN
american_scientific_journal-11730	401	11	detection	detection	NOUN
american_scientific_journal-11730	401	12	through	through	ADP
american_scientific_journal-11730	401	13	portable	portable	ADJ
american_scientific_journal-11730	401	14	x	x	NOUN
american_scientific_journal-11730	401	15	-	-	NOUN
american_scientific_journal-11730	401	16	ray	ray	NOUN
american_scientific_journal-11730	401	17	classifiers	classifier	NOUN
american_scientific_journal-11730	401	18	or	or	CCONJ
american_scientific_journal-11730	401	19	in	in	ADP
american_scientific_journal-11730	401	20	wildfire	wildfire	NOUN
american_scientific_journal-11730	401	21	detection	detection	NOUN
american_scientific_journal-11730	401	22	using	use	VERB
american_scientific_journal-11730	401	23	drones	drone	NOUN
american_scientific_journal-11730	401	24	equipped	equip	VERB
american_scientific_journal-11730	401	25	with	with	ADP
american_scientific_journal-11730	401	26	real	real	ADJ
american_scientific_journal-11730	401	27	-	-	PUNCT
american_scientific_journal-11730	401	28	time	time	NOUN
american_scientific_journal-11730	401	29	vision	vision	NOUN
american_scientific_journal-11730	401	30	analytics	analytic	NOUN
american_scientific_journal-11730	401	31	illustrates	illustrate	VERB
american_scientific_journal-11730	401	32	the	the	DET
american_scientific_journal-11730	401	33	field	field	NOUN
american_scientific_journal-11730	401	34	's	's	PART
american_scientific_journal-11730	401	35	broad	broad	ADJ
american_scientific_journal-11730	401	36	utility	utility	NOUN
american_scientific_journal-11730	401	37	and	and	CCONJ
american_scientific_journal-11730	401	38	real	real	ADJ
american_scientific_journal-11730	401	39	-	-	PUNCT
american_scientific_journal-11730	401	40	world	world	NOUN
american_scientific_journal-11730	401	41	significance	significance	NOUN
american_scientific_journal-11730	401	42	[	[	X
american_scientific_journal-11730	401	43	4,8,9,13	4,8,9,13	NUM
american_scientific_journal-11730	401	44	]	]	PUNCT
american_scientific_journal-11730	401	45	.	.	PUNCT
american_scientific_journal-11730	402	1	contributions	contribution	NOUN
american_scientific_journal-11730	402	2	leading	lead	VERB
american_scientific_journal-11730	402	3	to	to	ADP
american_scientific_journal-11730	402	4	that	that	PRON
american_scientific_journal-11730	402	5	which	which	PRON
american_scientific_journal-11730	402	6	is	be	AUX
american_scientific_journal-11730	402	7	commercially	commercially	ADV
american_scientific_journal-11730	402	8	realized	realize	VERB
american_scientific_journal-11730	402	9	,	,	PUNCT
american_scientific_journal-11730	402	10	licensing	licensing	NOUN
american_scientific_journal-11730	402	11	agreements	agreement	NOUN
american_scientific_journal-11730	402	12	or	or	CCONJ
american_scientific_journal-11730	402	13	cross	cross	ADJ
american_scientific_journal-11730	402	14	-	-	ADJ
american_scientific_journal-11730	402	15	industry	industry	ADJ
american_scientific_journal-11730	402	16	deployments	deployment	NOUN
american_scientific_journal-11730	402	17	show	show	VERB
american_scientific_journal-11730	402	18	practical	practical	ADJ
american_scientific_journal-11730	402	19	impact	impact	NOUN
american_scientific_journal-11730	402	20	and	and	CCONJ
american_scientific_journal-11730	402	21	utility	utility	NOUN
american_scientific_journal-11730	402	22	necessitated	necessitate	VERB
american_scientific_journal-11730	402	23	in	in	ADP
american_scientific_journal-11730	402	24	the	the	DET
american_scientific_journal-11730	402	25	eb1	eb1	PROPN
american_scientific_journal-11730	402	26	.	.	PUNCT
american_scientific_journal-11730	403	1	industry	industry	NOUN
american_scientific_journal-11730	403	2	collaborations	collaboration	NOUN
american_scientific_journal-11730	403	3	,	,	PUNCT
american_scientific_journal-11730	403	4	startup	startup	NOUN
american_scientific_journal-11730	403	5	efforts	effort	NOUN
american_scientific_journal-11730	403	6	,	,	PUNCT
american_scientific_journal-11730	403	7	and	and	CCONJ
american_scientific_journal-11730	403	8	edge	edge	NOUN
american_scientific_journal-11730	403	9	-	-	PUNCT
american_scientific_journal-11730	403	10	based	base	VERB
american_scientific_journal-11730	403	11	product	product	NOUN
american_scientific_journal-11730	403	12	launches	launch	NOUN
american_scientific_journal-11730	403	13	are	be	AUX
american_scientific_journal-11730	403	14	additional	additional	ADJ
american_scientific_journal-11730	403	15	elements	element	NOUN
american_scientific_journal-11730	403	16	that	that	PRON
american_scientific_journal-11730	403	17	demonstrate	demonstrate	VERB
american_scientific_journal-11730	403	18	how	how	SCONJ
american_scientific_journal-11730	403	19	the	the	DET
american_scientific_journal-11730	403	20	innovations	innovation	NOUN
american_scientific_journal-11730	403	21	are	be	AUX
american_scientific_journal-11730	403	22	manifested	manifest	VERB
american_scientific_journal-11730	403	23	as	as	ADP
american_scientific_journal-11730	403	24	real	real	ADJ
american_scientific_journal-11730	403	25	-	-	PUNCT
american_scientific_journal-11730	403	26	world	world	NOUN
american_scientific_journal-11730	403	27	effects	effect	NOUN
american_scientific_journal-11730	403	28	.	.	PUNCT
american_scientific_journal-11730	404	1	another	another	DET
american_scientific_journal-11730	404	2	essential	essential	ADJ
american_scientific_journal-11730	404	3	aspect	aspect	NOUN
american_scientific_journal-11730	404	4	is	be	AUX
american_scientific_journal-11730	404	5	leadership	leadership	NOUN
american_scientific_journal-11730	404	6	and	and	CCONJ
american_scientific_journal-11730	404	7	an	an	DET
american_scientific_journal-11730	404	8	important	important	ADJ
american_scientific_journal-11730	404	9	role	role	NOUN
american_scientific_journal-11730	404	10	.	.	PUNCT
american_scientific_journal-11730	405	1	professionals	professional	NOUN
american_scientific_journal-11730	405	2	’	’	PART
american_scientific_journal-11730	405	3	leading	lead	VERB
american_scientific_journal-11730	405	4	edge	edge	NOUN
american_scientific_journal-11730	405	5	ai	ai	VERB
american_scientific_journal-11730	405	6	research	research	NOUN
american_scientific_journal-11730	405	7	labs	lab	NOUN
american_scientific_journal-11730	405	8	,	,	PUNCT
american_scientific_journal-11730	405	9	managing	manage	VERB
american_scientific_journal-11730	405	10	edge	edge	NOUN
american_scientific_journal-11730	405	11	ml	ml	ADP
american_scientific_journal-11730	405	12	product	product	NOUN
american_scientific_journal-11730	405	13	lines	line	NOUN
american_scientific_journal-11730	405	14	,	,	PUNCT
american_scientific_journal-11730	405	15	or	or	CCONJ
american_scientific_journal-11730	405	16	acting	act	VERB
american_scientific_journal-11730	405	17	as	as	ADP
american_scientific_journal-11730	405	18	principal	principal	ADJ
american_scientific_journal-11730	405	19	investigators	investigator	NOUN
american_scientific_journal-11730	405	20	in	in	ADP
american_scientific_journal-11730	405	21	funded	fund	VERB
american_scientific_journal-11730	405	22	innovation	innovation	NOUN
american_scientific_journal-11730	405	23	projects	project	NOUN
american_scientific_journal-11730	405	24	can	can	AUX
american_scientific_journal-11730	405	25	provide	provide	VERB
american_scientific_journal-11730	405	26	evidence	evidence	NOUN
american_scientific_journal-11730	405	27	of	of	ADP
american_scientific_journal-11730	405	28	their	their	PRON
american_scientific_journal-11730	405	29	role	role	NOUN
american_scientific_journal-11730	405	30	in	in	ADP
american_scientific_journal-11730	405	31	driving	drive	VERB
american_scientific_journal-11730	405	32	key	key	ADJ
american_scientific_journal-11730	405	33	technological	technological	ADJ
american_scientific_journal-11730	405	34	advancements	advancement	NOUN
american_scientific_journal-11730	405	35	.	.	PUNCT
american_scientific_journal-11730	406	1	such	such	ADJ
american_scientific_journal-11730	406	2	roles	role	NOUN
american_scientific_journal-11730	406	3	generally	generally	ADV
american_scientific_journal-11730	406	4	include	include	VERB
american_scientific_journal-11730	406	5	strategic	strategic	ADJ
american_scientific_journal-11730	406	6	planning	planning	NOUN
american_scientific_journal-11730	406	7	,	,	PUNCT
american_scientific_journal-11730	406	8	architecture	architecture	NOUN
american_scientific_journal-11730	406	9	design	design	NOUN
american_scientific_journal-11730	406	10	,	,	PUNCT
american_scientific_journal-11730	406	11	system	system	NOUN
american_scientific_journal-11730	406	12	deployment	deployment	NOUN
american_scientific_journal-11730	406	13	,	,	PUNCT
american_scientific_journal-11730	406	14	and	and	CCONJ
american_scientific_journal-11730	406	15	mentorship	mentorship	NOUN
american_scientific_journal-11730	406	16	(	(	PUNCT
american_scientific_journal-11730	406	17	three	three	NUM
american_scientific_journal-11730	406	18	major	major	ADJ
american_scientific_journal-11730	406	19	eb1	eb1	PROPN
american_scientific_journal-11730	406	20	factors	factor	NOUN
american_scientific_journal-11730	406	21	)	)	PUNCT
american_scientific_journal-11730	407	1	[	[	X
american_scientific_journal-11730	407	2	16	16	NUM
american_scientific_journal-11730	407	3	]	]	PUNCT
american_scientific_journal-11730	407	4	,	,	PUNCT
american_scientific_journal-11730	407	5	[	[	X
american_scientific_journal-11730	407	6	17	17	NUM
american_scientific_journal-11730	407	7	]	]	PUNCT
american_scientific_journal-11730	407	8	,	,	PUNCT
american_scientific_journal-11730	407	9	[	[	X
american_scientific_journal-11730	407	10	18	18	NUM
american_scientific_journal-11730	407	11	]	]	PUNCT
american_scientific_journal-11730	407	12	.	.	PUNCT
american_scientific_journal-11730	408	1	leadership	leadership	NOUN
american_scientific_journal-11730	408	2	can	can	AUX
american_scientific_journal-11730	408	3	also	also	ADV
american_scientific_journal-11730	408	4	be	be	AUX
american_scientific_journal-11730	408	5	proven	prove	VERB
american_scientific_journal-11730	408	6	by	by	ADP
american_scientific_journal-11730	408	7	contributing	contribute	VERB
american_scientific_journal-11730	408	8	to	to	ADP
american_scientific_journal-11730	408	9	the	the	DET
american_scientific_journal-11730	408	10	standardization	standardization	NOUN
american_scientific_journal-11730	408	11	process	process	NOUN
american_scientific_journal-11730	408	12	,	,	PUNCT
american_scientific_journal-11730	408	13	journal	journal	ADJ
american_scientific_journal-11730	408	14	editorial	editorial	ADJ
american_scientific_journal-11730	408	15	boards	board	NOUN
american_scientific_journal-11730	408	16	,	,	PUNCT
american_scientific_journal-11730	408	17	or	or	CCONJ
american_scientific_journal-11730	408	18	program	program	NOUN
american_scientific_journal-11730	408	19	committees	committee	NOUN
american_scientific_journal-11730	408	20	of	of	ADP
american_scientific_journal-11730	408	21	some	some	DET
american_scientific_journal-11730	408	22	top	top	ADJ
american_scientific_journal-11730	408	23	conferences	conference	NOUN
american_scientific_journal-11730	408	24	such	such	ADJ
american_scientific_journal-11730	408	25	as	as	ADP
american_scientific_journal-11730	408	26	neurips	neurip	NOUN
american_scientific_journal-11730	408	27	,	,	PUNCT
american_scientific_journal-11730	408	28	icml	icml	NOUN
american_scientific_journal-11730	408	29	,	,	PUNCT
american_scientific_journal-11730	408	30	or	or	CCONJ
american_scientific_journal-11730	408	31	the	the	DET
american_scientific_journal-11730	408	32	embedded	embed	VERB
american_scientific_journal-11730	408	33	vision	vision	NOUN
american_scientific_journal-11730	408	34	summit	summit	NOUN
american_scientific_journal-11730	408	35	.	.	PUNCT
american_scientific_journal-11730	409	1	evidence	evidence	NOUN
american_scientific_journal-11730	409	2	of	of	ADP
american_scientific_journal-11730	409	3	media	medium	NOUN
american_scientific_journal-11730	409	4	coverage	coverage	NOUN
american_scientific_journal-11730	409	5	,	,	PUNCT
american_scientific_journal-11730	409	6	awards	award	NOUN
american_scientific_journal-11730	409	7	,	,	PUNCT
american_scientific_journal-11730	409	8	or	or	CCONJ
american_scientific_journal-11730	409	9	professional	professional	ADJ
american_scientific_journal-11730	409	10	recognition	recognition	NOUN
american_scientific_journal-11730	409	11	related	relate	VERB
american_scientific_journal-11730	409	12	to	to	PART
american_scientific_journal-11730	409	13	edge	edge	VERB
american_scientific_journal-11730	409	14	ai	ai	VERB
american_scientific_journal-11730	409	15	contributions	contribution	NOUN
american_scientific_journal-11730	409	16	further	far	ADV
american_scientific_journal-11730	409	17	reinforces	reinforce	VERB
american_scientific_journal-11730	409	18	eb1	eb1	PROPN
american_scientific_journal-11730	409	19	claims	claim	NOUN
american_scientific_journal-11730	409	20	.	.	PUNCT
american_scientific_journal-11730	410	1	it	it	PRON
american_scientific_journal-11730	410	2	is	be	AUX
american_scientific_journal-11730	410	3	evident	evident	ADJ
american_scientific_journal-11730	410	4	through	through	ADP
american_scientific_journal-11730	410	5	the	the	DET
american_scientific_journal-11730	410	6	public	public	ADJ
american_scientific_journal-11730	410	7	interest	interest	NOUN
american_scientific_journal-11730	410	8	in	in	ADP
american_scientific_journal-11730	410	9	privacy	privacy	NOUN
american_scientific_journal-11730	410	10	-	-	PUNCT
american_scientific_journal-11730	410	11	preserving	preserve	VERB
american_scientific_journal-11730	410	12	technologies	technology	NOUN
american_scientific_journal-11730	410	13	and	and	CCONJ
american_scientific_journal-11730	410	14	ethical	ethical	ADJ
american_scientific_journal-11730	410	15	ai	ai	VERB
american_scientific_journal-11730	410	16	that	that	SCONJ
american_scientific_journal-11730	410	17	the	the	DET
american_scientific_journal-11730	410	18	experts	expert	NOUN
american_scientific_journal-11730	410	19	who	who	PRON
american_scientific_journal-11730	410	20	work	work	VERB
american_scientific_journal-11730	410	21	on	on	ADP
american_scientific_journal-11730	410	22	the	the	DET
american_scientific_journal-11730	410	23	technology	technology	NOUN
american_scientific_journal-11730	410	24	and	and	CCONJ
american_scientific_journal-11730	410	25	receive	receive	VERB
american_scientific_journal-11730	410	26	media	medium	NOUN
american_scientific_journal-11730	410	27	-	-	PUNCT
american_scientific_journal-11730	410	28	related	relate	VERB
american_scientific_journal-11730	410	29	attention	attention	NOUN
american_scientific_journal-11730	410	30	are	be	AUX
american_scientific_journal-11730	410	31	mentioned	mention	VERB
american_scientific_journal-11730	410	32	in	in	ADP
american_scientific_journal-11730	410	33	government	government	NOUN
american_scientific_journal-11730	410	34	or	or	CCONJ
american_scientific_journal-11730	410	35	ngo	ngo	PROPN
american_scientific_journal-11730	410	36	reports	report	NOUN
american_scientific_journal-11730	410	37	or	or	CCONJ
american_scientific_journal-11730	410	38	who	who	PRON
american_scientific_journal-11730	410	39	win	win	VERB
american_scientific_journal-11730	410	40	innovation	innovation	NOUN
american_scientific_journal-11730	410	41	competitions	competition	NOUN
american_scientific_journal-11730	410	42	demonstrate	demonstrate	VERB
american_scientific_journal-11730	410	43	a	a	DET
american_scientific_journal-11730	410	44	public	public	ADJ
american_scientific_journal-11730	410	45	recognition	recognition	NOUN
american_scientific_journal-11730	410	46	of	of	ADP
american_scientific_journal-11730	410	47	their	their	PRON
american_scientific_journal-11730	410	48	exceptional	exceptional	ADJ
american_scientific_journal-11730	410	49	ability[3	ability[3	NOUN
american_scientific_journal-11730	410	50	,	,	PUNCT
american_scientific_journal-11730	410	51	10	10	NUM
american_scientific_journal-11730	410	52	,	,	PUNCT
american_scientific_journal-11730	410	53	15	15	NUM
american_scientific_journal-11730	410	54	]	]	PUNCT
american_scientific_journal-11730	410	55	.	.	PUNCT
american_scientific_journal-11730	411	1	industry	industry	NOUN
american_scientific_journal-11730	411	2	-	-	PUNCT
american_scientific_journal-11730	411	3	specific	specific	ADJ
american_scientific_journal-11730	411	4	accolades	accolade	NOUN
american_scientific_journal-11730	411	5	,	,	PUNCT
american_scientific_journal-11730	411	6	such	such	ADJ
american_scientific_journal-11730	411	7	as	as	ADP
american_scientific_journal-11730	411	8	the	the	DET
american_scientific_journal-11730	411	9	edge	edge	NOUN
american_scientific_journal-11730	411	10	ai	ai	VERB
american_scientific_journal-11730	411	11	and	and	CCONJ
american_scientific_journal-11730	411	12	vision	vision	NOUN
american_scientific_journal-11730	411	13	product	product	NOUN
american_scientific_journal-11730	411	14	of	of	ADP
american_scientific_journal-11730	411	15	the	the	DET
american_scientific_journal-11730	411	16	year	year	NOUN
american_scientific_journal-11730	411	17	award	award	PROPN
american_scientific_journal-11730	411	18	or	or	CCONJ
american_scientific_journal-11730	411	19	ieee	ieee	NOUN
american_scientific_journal-11730	411	20	honors	honor	NOUN
american_scientific_journal-11730	411	21	in	in	ADP
american_scientific_journal-11730	411	22	low	low	ADJ
american_scientific_journal-11730	411	23	-	-	PUNCT
american_scientific_journal-11730	411	24	power	power	NOUN
american_scientific_journal-11730	411	25	computing	computing	NOUN
american_scientific_journal-11730	411	26	,	,	PUNCT
american_scientific_journal-11730	411	27	can	can	AUX
american_scientific_journal-11730	411	28	serve	serve	VERB
american_scientific_journal-11730	411	29	as	as	ADP
american_scientific_journal-11730	411	30	high	high	ADJ
american_scientific_journal-11730	411	31	-	-	PUNCT
american_scientific_journal-11730	411	32	value	value	NOUN
american_scientific_journal-11730	411	33	supporting	support	VERB
american_scientific_journal-11730	411	34	documentation	documentation	NOUN
american_scientific_journal-11730	411	35	.	.	PUNCT
american_scientific_journal-11730	412	1	edge	edge	NOUN
american_scientific_journal-11730	412	2	ai	ai	VERB
american_scientific_journal-11730	412	3	is	be	AUX
american_scientific_journal-11730	412	4	poised	poise	VERB
american_scientific_journal-11730	412	5	to	to	PART
american_scientific_journal-11730	412	6	evolve	evolve	VERB
american_scientific_journal-11730	412	7	into	into	ADP
american_scientific_journal-11730	412	8	an	an	DET
american_scientific_journal-11730	412	9	essential	essential	ADJ
american_scientific_journal-11730	412	10	component	component	NOUN
american_scientific_journal-11730	412	11	of	of	ADP
american_scientific_journal-11730	412	12	decentralized	decentralized	ADJ
american_scientific_journal-11730	412	13	,	,	PUNCT
american_scientific_journal-11730	412	14	resilient	resilient	ADJ
american_scientific_journal-11730	412	15	computing	computing	NOUN
american_scientific_journal-11730	412	16	ecosystems	ecosystem	NOUN
american_scientific_journal-11730	412	17	.	.	PUNCT
american_scientific_journal-11730	413	1	when	when	SCONJ
american_scientific_journal-11730	413	2	edge	edge	NOUN
american_scientific_journal-11730	413	3	devices	device	NOUN
american_scientific_journal-11730	413	4	grow	grow	VERB
american_scientific_journal-11730	413	5	in	in	ADP
american_scientific_journal-11730	413	6	their	their	PRON
american_scientific_journal-11730	413	7	intelligence	intelligence	NOUN
american_scientific_journal-11730	413	8	and	and	CCONJ
american_scientific_journal-11730	413	9	become	become	VERB
american_scientific_journal-11730	413	10	more	more	ADV
american_scientific_journal-11730	413	11	independent	independent	ADJ
american_scientific_journal-11730	413	12	,	,	PUNCT
american_scientific_journal-11730	413	13	the	the	DET
american_scientific_journal-11730	413	14	future	future	ADJ
american_scientific_journal-11730	413	15	systems	system	NOUN
american_scientific_journal-11730	413	16	can	can	AUX
american_scientific_journal-11730	413	17	perform	perform	VERB
american_scientific_journal-11730	413	18	collective	collective	ADJ
american_scientific_journal-11730	413	19	intelligence	intelligence	NOUN
american_scientific_journal-11730	413	20	,	,	PUNCT
american_scientific_journal-11730	413	21	real	real	ADJ
american_scientific_journal-11730	413	22	-	-	PUNCT
american_scientific_journal-11730	413	23	time	time	NOUN
american_scientific_journal-11730	413	24	adaptation	adaptation	NOUN
american_scientific_journal-11730	413	25	,	,	PUNCT
american_scientific_journal-11730	413	26	and	and	CCONJ
american_scientific_journal-11730	413	27	self	self	NOUN
american_scientific_journal-11730	413	28	-	-	PUNCT
american_scientific_journal-11730	413	29	repair	repair	NOUN
american_scientific_journal-11730	413	30	–	–	PUNCT
american_scientific_journal-11730	413	31	all	all	PRON
american_scientific_journal-11730	413	32	powered	power	VERB
american_scientific_journal-11730	413	33	by	by	ADP
american_scientific_journal-11730	413	34	constant	constant	ADJ
american_scientific_journal-11730	413	35	on	on	ADP
american_scientific_journal-11730	413	36	-	-	PUNCT
american_scientific_journal-11730	413	37	device	device	NOUN
american_scientific_journal-11730	413	38	learning	learning	NOUN
american_scientific_journal-11730	413	39	and	and	CCONJ
american_scientific_journal-11730	413	40	cross	cross	ADJ
american_scientific_journal-11730	413	41	-	-	ADJ
american_scientific_journal-11730	413	42	device	device	ADJ
american_scientific_journal-11730	413	43	orchestration	orchestration	NOUN
american_scientific_journal-11730	413	44	.	.	PUNCT
american_scientific_journal-11730	414	1	such	such	ADJ
american_scientific_journal-11730	414	2	advancements	advancement	NOUN
american_scientific_journal-11730	414	3	will	will	AUX
american_scientific_journal-11730	414	4	expand	expand	VERB
american_scientific_journal-11730	414	5	the	the	DET
american_scientific_journal-11730	414	6	scientific	scientific	ADJ
american_scientific_journal-11730	414	7	richness	richness	NOUN
american_scientific_journal-11730	414	8	of	of	ADP
american_scientific_journal-11730	414	9	the	the	DET
american_scientific_journal-11730	414	10	field	field	NOUN
american_scientific_journal-11730	414	11	and	and	CCONJ
american_scientific_journal-11730	414	12	widen	widen	VERB
american_scientific_journal-11730	414	13	social	social	ADJ
american_scientific_journal-11730	414	14	ramifications	ramification	NOUN
american_scientific_journal-11730	414	15	american	american	ADJ
american_scientific_journal-11730	414	16	academic	academic	ADJ
american_scientific_journal-11730	414	17	scientific	scientific	ADJ
american_scientific_journal-11730	414	18	research	research	NOUN
american_scientific_journal-11730	414	19	journal	journal	NOUN
american_scientific_journal-11730	414	20	for	for	ADP
american_scientific_journal-11730	414	21	engineering	engineering	NOUN
american_scientific_journal-11730	414	22	,	,	PUNCT
american_scientific_journal-11730	414	23	technology	technology	NOUN
american_scientific_journal-11730	414	24	,	,	PUNCT
american_scientific_journal-11730	414	25	and	and	CCONJ
american_scientific_journal-11730	414	26	sciences	science	NOUN
american_scientific_journal-11730	414	27	(	(	PUNCT
american_scientific_journal-11730	414	28	asrjets	asrjet	NOUN
american_scientific_journal-11730	414	29	)	)	PUNCT
american_scientific_journal-11730	414	30	volume	volume	NOUN
american_scientific_journal-11730	414	31	102	102	NUM
american_scientific_journal-11730	414	32	,	,	PUNCT
american_scientific_journal-11730	414	33	no	no	DET
american_scientific_journal-11730	414	34	1	1	NUM
american_scientific_journal-11730	414	35	,	,	PUNCT
american_scientific_journal-11730	414	36	pp	pp	ADV
american_scientific_journal-11730	414	37	227	227	NUM
american_scientific_journal-11730	414	38	-	-	SYM
american_scientific_journal-11730	414	39	248	248	NUM
american_scientific_journal-11730	414	40	246	246	NUM
american_scientific_journal-11730	414	41	from	from	ADP
american_scientific_journal-11730	414	42	increasing	increase	VERB
american_scientific_journal-11730	414	43	accessibility	accessibility	NOUN
american_scientific_journal-11730	414	44	in	in	ADP
american_scientific_journal-11730	414	45	healthcare	healthcare	NOUN
american_scientific_journal-11730	414	46	to	to	ADP
american_scientific_journal-11730	414	47	minimizing	minimize	VERB
american_scientific_journal-11730	414	48	the	the	DET
american_scientific_journal-11730	414	49	environmental	environmental	ADJ
american_scientific_journal-11730	414	50	load	load	NOUN
american_scientific_journal-11730	414	51	via	via	ADP
american_scientific_journal-11730	414	52	efficient	efficient	ADJ
american_scientific_journal-11730	414	53	data	datum	NOUN
american_scientific_journal-11730	414	54	handling	handle	VERB
american_scientific_journal-11730	414	55	[	[	X
american_scientific_journal-11730	414	56	8	8	NUM
american_scientific_journal-11730	414	57	,	,	PUNCT
american_scientific_journal-11730	414	58	13	13	NUM
american_scientific_journal-11730	414	59	,	,	PUNCT
american_scientific_journal-11730	414	60	20	20	NUM
american_scientific_journal-11730	414	61	]	]	PUNCT
american_scientific_journal-11730	414	62	.	.	PUNCT
american_scientific_journal-11730	415	1	if	if	SCONJ
american_scientific_journal-11730	415	2	these	these	DET
american_scientific_journal-11730	415	3	innovations	innovation	NOUN
american_scientific_journal-11730	415	4	were	be	AUX
american_scientific_journal-11730	415	5	adopted	adopt	VERB
american_scientific_journal-11730	415	6	,	,	PUNCT
american_scientific_journal-11730	415	7	fields	field	NOUN
american_scientific_journal-11730	415	8	such	such	ADJ
american_scientific_journal-11730	415	9	as	as	ADP
american_scientific_journal-11730	415	10	intelligent	intelligent	ADJ
american_scientific_journal-11730	415	11	agriculture	agriculture	NOUN
american_scientific_journal-11730	415	12	,	,	PUNCT
american_scientific_journal-11730	415	13	personalized	personalized	ADJ
american_scientific_journal-11730	415	14	diagnostics	diagnostic	NOUN
american_scientific_journal-11730	415	15	,	,	PUNCT
american_scientific_journal-11730	415	16	and	and	CCONJ
american_scientific_journal-11730	415	17	disaster	disaster	NOUN
american_scientific_journal-11730	415	18	response	response	NOUN
american_scientific_journal-11730	415	19	would	would	AUX
american_scientific_journal-11730	415	20	reap	reap	VERB
american_scientific_journal-11730	415	21	great	great	ADJ
american_scientific_journal-11730	415	22	rewards	reward	NOUN
american_scientific_journal-11730	415	23	.	.	PUNCT
american_scientific_journal-11730	416	1	moreover	moreover	ADV
american_scientific_journal-11730	416	2	,	,	PUNCT
american_scientific_journal-11730	416	3	edge	edge	NOUN
american_scientific_journal-11730	416	4	ai	ai	VERB
american_scientific_journal-11730	416	5	is	be	AUX
american_scientific_journal-11730	416	6	emerging	emerge	VERB
american_scientific_journal-11730	416	7	as	as	ADP
american_scientific_journal-11730	416	8	a	a	DET
american_scientific_journal-11730	416	9	platform	platform	NOUN
american_scientific_journal-11730	416	10	for	for	ADP
american_scientific_journal-11730	416	11	interdisciplinary	interdisciplinary	ADJ
american_scientific_journal-11730	416	12	convergence	convergence	NOUN
american_scientific_journal-11730	416	13	,	,	PUNCT
american_scientific_journal-11730	416	14	bringing	bring	VERB
american_scientific_journal-11730	416	15	together	together	ADV
american_scientific_journal-11730	416	16	ai	ai	VERB
american_scientific_journal-11730	416	17	,	,	PUNCT
american_scientific_journal-11730	416	18	embedded	embed	VERB
american_scientific_journal-11730	416	19	systems	system	NOUN
american_scientific_journal-11730	416	20	,	,	PUNCT
american_scientific_journal-11730	416	21	cybersecurity	cybersecurity	NOUN
american_scientific_journal-11730	416	22	,	,	PUNCT
american_scientific_journal-11730	416	23	human	human	ADJ
american_scientific_journal-11730	416	24	-	-	PUNCT
american_scientific_journal-11730	416	25	computer	computer	NOUN
american_scientific_journal-11730	416	26	interaction	interaction	NOUN
american_scientific_journal-11730	416	27	,	,	PUNCT
american_scientific_journal-11730	416	28	and	and	CCONJ
american_scientific_journal-11730	416	29	sustainable	sustainable	ADJ
american_scientific_journal-11730	416	30	design	design	NOUN
american_scientific_journal-11730	416	31	.	.	PUNCT
american_scientific_journal-11730	417	1	this	this	PRON
american_scientific_journal-11730	417	2	provides	provide	VERB
american_scientific_journal-11730	417	3	the	the	DET
american_scientific_journal-11730	417	4	professionals	professional	NOUN
american_scientific_journal-11730	417	5	with	with	ADP
american_scientific_journal-11730	417	6	opportunities	opportunity	NOUN
american_scientific_journal-11730	417	7	to	to	PART
american_scientific_journal-11730	417	8	contribute	contribute	VERB
american_scientific_journal-11730	417	9	to	to	ADP
american_scientific_journal-11730	417	10	various	various	ADJ
american_scientific_journal-11730	417	11	domains	domain	NOUN
american_scientific_journal-11730	417	12	,	,	PUNCT
american_scientific_journal-11730	417	13	publish	publish	VERB
american_scientific_journal-11730	417	14	in	in	ADP
american_scientific_journal-11730	417	15	cross	cross	ADJ
american_scientific_journal-11730	417	16	-	-	ADJ
american_scientific_journal-11730	417	17	domain	domain	ADJ
american_scientific_journal-11730	417	18	journals	journal	NOUN
american_scientific_journal-11730	417	19	,	,	PUNCT
american_scientific_journal-11730	417	20	and	and	CCONJ
american_scientific_journal-11730	417	21	drive	drive	VERB
american_scientific_journal-11730	417	22	novel	novel	NOUN
american_scientific_journal-11730	417	23	use	use	NOUN
american_scientific_journal-11730	417	24	cases	case	NOUN
american_scientific_journal-11730	417	25	–	–	PUNCT
american_scientific_journal-11730	417	26	the	the	DET
american_scientific_journal-11730	417	27	evidence	evidence	NOUN
american_scientific_journal-11730	417	28	base	base	NOUN
american_scientific_journal-11730	417	29	for	for	ADP
american_scientific_journal-11730	417	30	eb1	eb1	PROPN
american_scientific_journal-11730	417	31	applications	application	NOUN
american_scientific_journal-11730	417	32	is	be	AUX
american_scientific_journal-11730	417	33	expanding	expand	VERB
american_scientific_journal-11730	417	34	accordingly	accordingly	ADV
american_scientific_journal-11730	417	35	.	.	PUNCT
american_scientific_journal-11730	418	1	the	the	DET
american_scientific_journal-11730	418	2	collaborative	collaborative	ADJ
american_scientific_journal-11730	418	3	nature	nature	NOUN
american_scientific_journal-11730	418	4	of	of	ADP
american_scientific_journal-11730	418	5	edge	edge	NOUN
american_scientific_journal-11730	418	6	ai	ai	VERB
american_scientific_journal-11730	418	7	research	research	NOUN
american_scientific_journal-11730	418	8	,	,	PUNCT
american_scientific_journal-11730	418	9	often	often	ADV
american_scientific_journal-11730	418	10	involving	involve	VERB
american_scientific_journal-11730	418	11	academia	academia	NOUN
american_scientific_journal-11730	418	12	,	,	PUNCT
american_scientific_journal-11730	418	13	industry	industry	NOUN
american_scientific_journal-11730	418	14	,	,	PUNCT
american_scientific_journal-11730	418	15	and	and	CCONJ
american_scientific_journal-11730	418	16	policymakers	policymaker	NOUN
american_scientific_journal-11730	418	17	,	,	PUNCT
american_scientific_journal-11730	418	18	makes	make	VERB
american_scientific_journal-11730	418	19	it	it	PRON
american_scientific_journal-11730	418	20	fertile	fertile	ADJ
american_scientific_journal-11730	418	21	ground	ground	NOUN
american_scientific_journal-11730	418	22	for	for	ADP
american_scientific_journal-11730	418	23	demonstrable	demonstrable	ADJ
american_scientific_journal-11730	418	24	influence	influence	NOUN
american_scientific_journal-11730	418	25	and	and	CCONJ
american_scientific_journal-11730	418	26	peer	peer	NOUN
american_scientific_journal-11730	418	27	recognition	recognition	NOUN
american_scientific_journal-11730	419	1	[	[	X
american_scientific_journal-11730	419	2	11,14,16	11,14,16	NUM
american_scientific_journal-11730	419	3	]	]	PUNCT
american_scientific_journal-11730	419	4	.	.	PUNCT
american_scientific_journal-11730	420	1	collaborative	collaborative	ADJ
american_scientific_journal-11730	420	2	publications	publication	NOUN
american_scientific_journal-11730	420	3	,	,	PUNCT
american_scientific_journal-11730	420	4	cross	cross	ADJ
american_scientific_journal-11730	420	5	-	-	ADJ
american_scientific_journal-11730	420	6	discipline	discipline	ADJ
american_scientific_journal-11730	420	7	patents	patent	NOUN
american_scientific_journal-11730	420	8	,	,	PUNCT
american_scientific_journal-11730	420	9	and	and	CCONJ
american_scientific_journal-11730	420	10	multiple	multiple	ADJ
american_scientific_journal-11730	420	11	sector	sector	NOUN
american_scientific_journal-11730	420	12	innovation	innovation	NOUN
american_scientific_journal-11730	420	13	ventures	venture	NOUN
american_scientific_journal-11730	420	14	can	can	AUX
american_scientific_journal-11730	420	15	contribute	contribute	VERB
american_scientific_journal-11730	420	16	to	to	ADP
american_scientific_journal-11730	420	17	the	the	DET
american_scientific_journal-11730	420	18	eb1	eb1	PROPN
american_scientific_journal-11730	420	19	portfolio	portfolio	NOUN
american_scientific_journal-11730	420	20	.	.	PUNCT
american_scientific_journal-11730	421	1	as	as	SCONJ
american_scientific_journal-11730	421	2	global	global	ADJ
american_scientific_journal-11730	421	3	attention	attention	NOUN
american_scientific_journal-11730	421	4	intensifies	intensifie	NOUN
american_scientific_journal-11730	421	5	on	on	ADP
american_scientific_journal-11730	421	6	responsible	responsible	ADJ
american_scientific_journal-11730	421	7	and	and	CCONJ
american_scientific_journal-11730	421	8	sustainable	sustainable	ADJ
american_scientific_journal-11730	421	9	ai	ai	NOUN
american_scientific_journal-11730	421	10	,	,	PUNCT
american_scientific_journal-11730	421	11	edge	edge	NOUN
american_scientific_journal-11730	421	12	ai	ai	VERB
american_scientific_journal-11730	421	13	is	be	AUX
american_scientific_journal-11730	421	14	a	a	DET
american_scientific_journal-11730	421	15	discipline	discipline	NOUN
american_scientific_journal-11730	421	16	that	that	PRON
american_scientific_journal-11730	421	17	inherently	inherently	ADV
american_scientific_journal-11730	421	18	promotes	promote	VERB
american_scientific_journal-11730	421	19	both	both	PRON
american_scientific_journal-11730	421	20	.	.	PUNCT
american_scientific_journal-11730	422	1	edge	edge	NOUN
american_scientific_journal-11730	422	2	ai	ai	AUX
american_scientific_journal-11730	422	3	exemplifies	exemplify	VERB
american_scientific_journal-11730	422	4	the	the	DET
american_scientific_journal-11730	422	5	future	future	ADV
american_scientific_journal-11730	422	6	-	-	PUNCT
american_scientific_journal-11730	422	7	focused	focus	VERB
american_scientific_journal-11730	422	8	innovation	innovation	NOUN
american_scientific_journal-11730	422	9	that	that	SCONJ
american_scientific_journal-11730	422	10	policymakers	policymaker	NOUN
american_scientific_journal-11730	422	11	,	,	PUNCT
american_scientific_journal-11730	422	12	regulators	regulator	NOUN
american_scientific_journal-11730	422	13	,	,	PUNCT
american_scientific_journal-11730	422	14	and	and	CCONJ
american_scientific_journal-11730	422	15	enterprises	enterprise	NOUN
american_scientific_journal-11730	422	16	seek	seek	VERB
american_scientific_journal-11730	422	17	to	to	PART
american_scientific_journal-11730	422	18	foster	foster	VERB
american_scientific_journal-11730	422	19	by	by	ADP
american_scientific_journal-11730	422	20	embedding	embed	VERB
american_scientific_journal-11730	422	21	intelligence	intelligence	NOUN
american_scientific_journal-11730	422	22	into	into	ADP
american_scientific_journal-11730	422	23	everyday	everyday	ADJ
american_scientific_journal-11730	422	24	devices	device	NOUN
american_scientific_journal-11730	422	25	while	while	SCONJ
american_scientific_journal-11730	422	26	preserving	preserve	VERB
american_scientific_journal-11730	422	27	data	datum	NOUN
american_scientific_journal-11730	422	28	locality	locality	NOUN
american_scientific_journal-11730	422	29	and	and	CCONJ
american_scientific_journal-11730	422	30	minimizing	minimize	VERB
american_scientific_journal-11730	422	31	energy	energy	NOUN
american_scientific_journal-11730	422	32	consumption	consumption	NOUN
american_scientific_journal-11730	422	33	[	[	X
american_scientific_journal-11730	422	34	13,19,20	13,19,20	NUM
american_scientific_journal-11730	422	35	]	]	PUNCT
american_scientific_journal-11730	422	36	.	.	PUNCT
american_scientific_journal-11730	423	1	contributions	contribution	NOUN
american_scientific_journal-11730	423	2	to	to	ADP
american_scientific_journal-11730	423	3	privacy	privacy	NOUN
american_scientific_journal-11730	423	4	-	-	PUNCT
american_scientific_journal-11730	423	5	aware	aware	ADJ
american_scientific_journal-11730	423	6	learning	learning	NOUN
american_scientific_journal-11730	423	7	,	,	PUNCT
american_scientific_journal-11730	423	8	energy	energy	NOUN
american_scientific_journal-11730	423	9	-	-	PUNCT
american_scientific_journal-11730	423	10	efficient	efficient	ADJ
american_scientific_journal-11730	423	11	model	model	NOUN
american_scientific_journal-11730	423	12	design	design	NOUN
american_scientific_journal-11730	423	13	,	,	PUNCT
american_scientific_journal-11730	423	14	and	and	CCONJ
american_scientific_journal-11730	423	15	explainable	explainable	ADJ
american_scientific_journal-11730	423	16	edge	edge	NOUN
american_scientific_journal-11730	423	17	inference	inference	NOUN
american_scientific_journal-11730	423	18	advance	advance	VERB
american_scientific_journal-11730	423	19	the	the	DET
american_scientific_journal-11730	423	20	technology	technology	NOUN
american_scientific_journal-11730	423	21	frontier	frontier	NOUN
american_scientific_journal-11730	423	22	and	and	CCONJ
american_scientific_journal-11730	423	23	influence	influence	NOUN
american_scientific_journal-11730	423	24	the	the	DET
american_scientific_journal-11730	423	25	ai	ai	ADJ
american_scientific_journal-11730	423	26	landscape	landscape	NOUN
american_scientific_journal-11730	423	27	's	's	PART
american_scientific_journal-11730	423	28	ethical	ethical	ADJ
american_scientific_journal-11730	423	29	horizon	horizon	NOUN
american_scientific_journal-11730	423	30	.	.	PUNCT
american_scientific_journal-11730	424	1	additionally	additionally	ADV
american_scientific_journal-11730	424	2	,	,	PUNCT
american_scientific_journal-11730	424	3	this	this	PRON
american_scientific_journal-11730	424	4	aligns	align	VERB
american_scientific_journal-11730	424	5	with	with	ADP
american_scientific_journal-11730	424	6	global	global	ADJ
american_scientific_journal-11730	424	7	sustainability	sustainability	NOUN
american_scientific_journal-11730	424	8	goals	goal	NOUN
american_scientific_journal-11730	424	9	(	(	PUNCT
american_scientific_journal-11730	424	10	e.g.	e.g.	ADV
american_scientific_journal-11730	424	11	,	,	PUNCT
american_scientific_journal-11730	424	12	the	the	DET
american_scientific_journal-11730	424	13	un	un	PROPN
american_scientific_journal-11730	424	14	's	's	PART
american_scientific_journal-11730	424	15	sdgs	sdgs	NOUN
american_scientific_journal-11730	424	16	)	)	PUNCT
american_scientific_journal-11730	424	17	,	,	PUNCT
american_scientific_journal-11730	424	18	adding	add	VERB
american_scientific_journal-11730	424	19	another	another	DET
american_scientific_journal-11730	424	20	dimension	dimension	NOUN
american_scientific_journal-11730	424	21	to	to	PART
american_scientific_journal-11730	424	22	edge	edge	VERB
american_scientific_journal-11730	424	23	ai	ai	PROPN
american_scientific_journal-11730	424	24	's	's	PART
american_scientific_journal-11730	424	25	societal	societal	ADJ
american_scientific_journal-11730	424	26	impact	impact	NOUN
american_scientific_journal-11730	424	27	.	.	PUNCT
american_scientific_journal-11730	425	1	experts	expert	NOUN
american_scientific_journal-11730	425	2	can	can	AUX
american_scientific_journal-11730	425	3	support	support	VERB
american_scientific_journal-11730	425	4	their	their	PRON
american_scientific_journal-11730	425	5	eb1	eb1	PROPN
american_scientific_journal-11730	425	6	petitions	petition	NOUN
american_scientific_journal-11730	425	7	by	by	ADP
american_scientific_journal-11730	425	8	providing	provide	VERB
american_scientific_journal-11730	425	9	case	case	NOUN
american_scientific_journal-11730	425	10	examples	example	NOUN
american_scientific_journal-11730	425	11	demonstrating	demonstrate	VERB
american_scientific_journal-11730	425	12	how	how	SCONJ
american_scientific_journal-11730	425	13	their	their	PRON
american_scientific_journal-11730	425	14	work	work	NOUN
american_scientific_journal-11730	425	15	enhanced	enhance	VERB
american_scientific_journal-11730	425	16	latency	latency	NOUN
american_scientific_journal-11730	425	17	reduction	reduction	NOUN
american_scientific_journal-11730	425	18	,	,	PUNCT
american_scientific_journal-11730	425	19	secured	secure	VERB
american_scientific_journal-11730	425	20	data	datum	NOUN
american_scientific_journal-11730	425	21	sovereignty	sovereignty	NOUN
american_scientific_journal-11730	425	22	,	,	PUNCT
american_scientific_journal-11730	425	23	raised	raise	VERB
american_scientific_journal-11730	425	24	system	system	NOUN
american_scientific_journal-11730	425	25	integrity	integrity	NOUN
american_scientific_journal-11730	425	26	,	,	PUNCT
american_scientific_journal-11730	425	27	or	or	CCONJ
american_scientific_journal-11730	425	28	enhanced	enhanced	ADJ
american_scientific_journal-11730	425	29	safety	safety	NOUN
american_scientific_journal-11730	425	30	.	.	PUNCT
american_scientific_journal-11730	426	1	other	other	ADJ
american_scientific_journal-11730	426	2	corroborative	corroborative	ADJ
american_scientific_journal-11730	426	3	evidence	evidence	NOUN
american_scientific_journal-11730	426	4	comes	come	VERB
american_scientific_journal-11730	426	5	in	in	ADP
american_scientific_journal-11730	426	6	white	white	ADJ
american_scientific_journal-11730	426	7	papers	paper	NOUN
american_scientific_journal-11730	426	8	,	,	PUNCT
american_scientific_journal-11730	426	9	technology	technology	NOUN
american_scientific_journal-11730	426	10	briefs	brief	NOUN
american_scientific_journal-11730	426	11	,	,	PUNCT
american_scientific_journal-11730	426	12	and	and	CCONJ
american_scientific_journal-11730	426	13	invited	invite	VERB
american_scientific_journal-11730	426	14	lectures	lecture	NOUN
american_scientific_journal-11730	426	15	at	at	ADP
american_scientific_journal-11730	426	16	international	international	ADJ
american_scientific_journal-11730	426	17	symposia	symposia	NOUN
american_scientific_journal-11730	427	1	[	[	X
american_scientific_journal-11730	427	2	1,7,17	1,7,17	NUM
american_scientific_journal-11730	427	3	]	]	PUNCT
american_scientific_journal-11730	427	4	.	.	PUNCT
american_scientific_journal-11730	428	1	creating	create	VERB
american_scientific_journal-11730	428	2	courses	course	NOUN
american_scientific_journal-11730	428	3	in	in	ADP
american_scientific_journal-11730	428	4	edge	edge	NOUN
american_scientific_journal-11730	428	5	ai	ai	VERB
american_scientific_journal-11730	428	6	or	or	CCONJ
american_scientific_journal-11730	428	7	participating	participate	VERB
american_scientific_journal-11730	428	8	in	in	ADP
american_scientific_journal-11730	428	9	academic	academic	ADJ
american_scientific_journal-11730	428	10	-	-	PUNCT
american_scientific_journal-11730	428	11	industry	industry	NOUN
american_scientific_journal-11730	428	12	consortiums	consortium	NOUN
american_scientific_journal-11730	428	13	solidifies	solidify	VERB
american_scientific_journal-11730	428	14	their	their	PRON
american_scientific_journal-11730	428	15	role	role	NOUN
american_scientific_journal-11730	428	16	as	as	ADP
american_scientific_journal-11730	428	17	prominent	prominent	ADJ
american_scientific_journal-11730	428	18	leaders	leader	NOUN
american_scientific_journal-11730	428	19	in	in	ADP
american_scientific_journal-11730	428	20	the	the	DET
american_scientific_journal-11730	428	21	field	field	NOUN
american_scientific_journal-11730	428	22	.	.	PUNCT
american_scientific_journal-11730	429	1	overall	overall	ADJ
american_scientific_journal-11730	429	2	,	,	PUNCT
american_scientific_journal-11730	429	3	edge	edge	NOUN
american_scientific_journal-11730	429	4	ai	ai	AUX
american_scientific_journal-11730	429	5	continues	continue	VERB
american_scientific_journal-11730	429	6	to	to	PART
american_scientific_journal-11730	429	7	gain	gain	VERB
american_scientific_journal-11730	429	8	momentum	momentum	NOUN
american_scientific_journal-11730	429	9	as	as	SCONJ
american_scientific_journal-11730	429	10	it	it	PRON
american_scientific_journal-11730	429	11	shapes	shape	VERB
american_scientific_journal-11730	429	12	the	the	DET
american_scientific_journal-11730	429	13	future	future	NOUN
american_scientific_journal-11730	429	14	by	by	ADP
american_scientific_journal-11730	429	15	influencing	influence	VERB
american_scientific_journal-11730	429	16	industries	industry	NOUN
american_scientific_journal-11730	429	17	far	far	ADV
american_scientific_journal-11730	429	18	and	and	CCONJ
american_scientific_journal-11730	429	19	wide	wide	ADJ
american_scientific_journal-11730	429	20	.	.	PUNCT
american_scientific_journal-11730	430	1	researchers	researcher	NOUN
american_scientific_journal-11730	430	2	,	,	PUNCT
american_scientific_journal-11730	430	3	engineers	engineer	NOUN
american_scientific_journal-11730	430	4	,	,	PUNCT
american_scientific_journal-11730	430	5	and	and	CCONJ
american_scientific_journal-11730	430	6	innovators	innovator	NOUN
american_scientific_journal-11730	430	7	who	who	PRON
american_scientific_journal-11730	430	8	work	work	VERB
american_scientific_journal-11730	430	9	on	on	ADP
american_scientific_journal-11730	430	10	edge	edge	NOUN
american_scientific_journal-11730	430	11	ai	ai	VERB
american_scientific_journal-11730	430	12	must	must	AUX
american_scientific_journal-11730	430	13	achieve	achieve	VERB
american_scientific_journal-11730	430	14	a	a	DET
american_scientific_journal-11730	430	15	range	range	NOUN
american_scientific_journal-11730	430	16	of	of	ADP
american_scientific_journal-11730	430	17	significant	significant	ADJ
american_scientific_journal-11730	430	18	accomplishments	accomplishment	NOUN
american_scientific_journal-11730	430	19	to	to	PART
american_scientific_journal-11730	430	20	be	be	AUX
american_scientific_journal-11730	430	21	eligible	eligible	ADJ
american_scientific_journal-11730	430	22	for	for	ADP
american_scientific_journal-11730	430	23	distinction	distinction	NOUN
american_scientific_journal-11730	430	24	through	through	ADP
american_scientific_journal-11730	430	25	the	the	DET
american_scientific_journal-11730	430	26	eb1	eb1	PROPN
american_scientific_journal-11730	430	27	classification	classification	NOUN
american_scientific_journal-11730	430	28	.	.	PUNCT
american_scientific_journal-11730	431	1	the	the	DET
american_scientific_journal-11730	431	2	current	current	ADJ
american_scientific_journal-11730	431	3	discussion	discussion	NOUN
american_scientific_journal-11730	431	4	explains	explain	VERB
american_scientific_journal-11730	431	5	that	that	SCONJ
american_scientific_journal-11730	431	6	edge	edge	NOUN
american_scientific_journal-11730	431	7	ai	ai	VERB
american_scientific_journal-11730	431	8	represents	represent	VERB
american_scientific_journal-11730	431	9	a	a	DET
american_scientific_journal-11730	431	10	fundamental	fundamental	ADJ
american_scientific_journal-11730	431	11	transformation	transformation	NOUN
american_scientific_journal-11730	431	12	in	in	ADP
american_scientific_journal-11730	431	13	the	the	DET
american_scientific_journal-11730	431	14	design	design	NOUN
american_scientific_journal-11730	431	15	,	,	PUNCT
american_scientific_journal-11730	431	16	development	development	NOUN
american_scientific_journal-11730	431	17	and	and	CCONJ
american_scientific_journal-11730	431	18	deployment	deployment	NOUN
american_scientific_journal-11730	431	19	of	of	ADP
american_scientific_journal-11730	431	20	intelligent	intelligent	ADJ
american_scientific_journal-11730	431	21	systems	system	NOUN
american_scientific_journal-11730	431	22	.	.	PUNCT
american_scientific_journal-11730	432	1	its	its	PRON
american_scientific_journal-11730	432	2	continued	continue	VERB
american_scientific_journal-11730	432	3	evolution	evolution	NOUN
american_scientific_journal-11730	432	4	is	be	AUX
american_scientific_journal-11730	432	5	poised	poise	VERB
american_scientific_journal-11730	432	6	to	to	PART
american_scientific_journal-11730	432	7	shape	shape	VERB
american_scientific_journal-11730	432	8	how	how	SCONJ
american_scientific_journal-11730	432	9	computing	computing	NOUN
american_scientific_journal-11730	432	10	evolves	evolve	NOUN
american_scientific_journal-11730	432	11	and	and	CCONJ
american_scientific_journal-11730	432	12	enable	enable	VERB
american_scientific_journal-11730	432	13	the	the	DET
american_scientific_journal-11730	432	14	flourishing	flourishing	NOUN
american_scientific_journal-11730	432	15	of	of	ADP
american_scientific_journal-11730	432	16	intelligence	intelligence	NOUN
american_scientific_journal-11730	432	17	across	across	ADP
american_scientific_journal-11730	432	18	every	every	DET
american_scientific_journal-11730	432	19	corner	corner	NOUN
american_scientific_journal-11730	432	20	of	of	ADP
american_scientific_journal-11730	432	21	society	society	NOUN
american_scientific_journal-11730	432	22	.	.	PUNCT
american_scientific_journal-11730	433	1	references	reference	NOUN
american_scientific_journal-11730	433	2	[	[	X
american_scientific_journal-11730	433	3	1	1	NUM
american_scientific_journal-11730	433	4	]	]	PUNCT
american_scientific_journal-11730	433	5	y.	y.	PROPN
american_scientific_journal-11730	433	6	zhou	zhou	PROPN
american_scientific_journal-11730	433	7	,	,	PUNCT
american_scientific_journal-11730	433	8	m.	m.	NOUN
american_scientific_journal-11730	433	9	chen	chen	PROPN
american_scientific_journal-11730	433	10	,	,	PUNCT
american_scientific_journal-11730	433	11	and	and	CCONJ
american_scientific_journal-11730	433	12	k.	k.	PROPN
american_scientific_journal-11730	433	13	zhang	zhang	PROPN
american_scientific_journal-11730	433	14	,	,	PUNCT
american_scientific_journal-11730	433	15	“	"	PUNCT
american_scientific_journal-11730	433	16	edge	edge	NOUN
american_scientific_journal-11730	433	17	intelligence	intelligence	NOUN
american_scientific_journal-11730	433	18	:	:	PUNCT
american_scientific_journal-11730	433	19	paving	pave	VERB
american_scientific_journal-11730	433	20	the	the	DET
american_scientific_journal-11730	433	21	last	last	ADJ
american_scientific_journal-11730	433	22	mile	mile	NOUN
american_scientific_journal-11730	433	23	of	of	ADP
american_scientific_journal-11730	433	24	artificial	artificial	ADJ
american_scientific_journal-11730	433	25	intelligence	intelligence	NOUN
american_scientific_journal-11730	433	26	with	with	ADP
american_scientific_journal-11730	433	27	edge	edge	NOUN
american_scientific_journal-11730	433	28	computing	computing	NOUN
american_scientific_journal-11730	433	29	,	,	PUNCT
american_scientific_journal-11730	433	30	”	"	PUNCT
american_scientific_journal-11730	433	31	proceedings	proceeding	NOUN
american_scientific_journal-11730	433	32	of	of	ADP
american_scientific_journal-11730	433	33	the	the	DET
american_scientific_journal-11730	433	34	ieee	ieee	NOUN
american_scientific_journal-11730	433	35	,	,	PUNCT
american_scientific_journal-11730	433	36	vol	vol	NOUN
american_scientific_journal-11730	433	37	.	.	PUNCT
american_scientific_journal-11730	433	38	107	107	NUM
american_scientific_journal-11730	433	39	,	,	PUNCT
american_scientific_journal-11730	433	40	no	no	INTJ
american_scientific_journal-11730	433	41	.	.	NOUN
american_scientific_journal-11730	433	42	8	8	NUM
american_scientific_journal-11730	433	43	,	,	PUNCT
american_scientific_journal-11730	433	44	pp	pp	ADJ
american_scientific_journal-11730	433	45	.	.	PUNCT
american_scientific_journal-11730	434	1	1738–1762	1738–1762	NUM
american_scientific_journal-11730	434	2	,	,	PUNCT
american_scientific_journal-11730	434	3	aug	aug	PROPN
american_scientific_journal-11730	434	4	.	.	PROPN
american_scientific_journal-11730	434	5	2019	2019	NUM
american_scientific_journal-11730	434	6	.	.	PUNCT
american_scientific_journal-11730	435	1	[	[	X
american_scientific_journal-11730	435	2	2	2	X
american_scientific_journal-11730	435	3	]	]	X
american_scientific_journal-11730	435	4	h.	h.	PROPN
american_scientific_journal-11730	435	5	yu	yu	PROPN
american_scientific_journal-11730	435	6	,	,	PUNCT
american_scientific_journal-11730	435	7	m.	m.	PROPN
american_scientific_journal-11730	435	8	liu	liu	PROPN
american_scientific_journal-11730	435	9	,	,	PUNCT
american_scientific_journal-11730	435	10	x.	x.	PROPN
american_scientific_journal-11730	435	11	liu	liu	PROPN
american_scientific_journal-11730	435	12	,	,	PUNCT
american_scientific_journal-11730	435	13	and	and	CCONJ
american_scientific_journal-11730	435	14	t.	t.	PROPN
american_scientific_journal-11730	435	15	zhang	zhang	PROPN
american_scientific_journal-11730	435	16	,	,	PUNCT
american_scientific_journal-11730	435	17	“	"	PUNCT
american_scientific_journal-11730	435	18	a	a	DET
american_scientific_journal-11730	435	19	survey	survey	NOUN
american_scientific_journal-11730	435	20	on	on	ADP
american_scientific_journal-11730	435	21	federated	federated	ADJ
american_scientific_journal-11730	435	22	learning	learning	NOUN
american_scientific_journal-11730	435	23	systems	system	NOUN
american_scientific_journal-11730	435	24	:	:	PUNCT
american_scientific_journal-11730	435	25	vision	vision	NOUN
american_scientific_journal-11730	435	26	,	,	PUNCT
american_scientific_journal-11730	435	27	hype	hype	NOUN
american_scientific_journal-11730	435	28	and	and	CCONJ
american_scientific_journal-11730	435	29	reality	reality	NOUN
american_scientific_journal-11730	435	30	for	for	ADP
american_scientific_journal-11730	435	31	data	data	NOUN
american_scientific_journal-11730	435	32	privacy	privacy	NOUN
american_scientific_journal-11730	435	33	and	and	CCONJ
american_scientific_journal-11730	435	34	protection	protection	NOUN
american_scientific_journal-11730	435	35	,	,	PUNCT
american_scientific_journal-11730	435	36	”	"	PUNCT
american_scientific_journal-11730	435	37	ieee	ieee	NOUN
american_scientific_journal-11730	435	38	transactions	transaction	NOUN
american_scientific_journal-11730	435	39	on	on	ADP
american_scientific_journal-11730	435	40	knowledge	knowledge	NOUN
american_scientific_journal-11730	435	41	and	and	CCONJ
american_scientific_journal-11730	435	42	data	datum	NOUN
american_scientific_journal-11730	435	43	engineering	engineering	NOUN
american_scientific_journal-11730	435	44	,	,	PUNCT
american_scientific_journal-11730	435	45	early	early	ADJ
american_scientific_journal-11730	435	46	access	access	NOUN
american_scientific_journal-11730	435	47	,	,	PUNCT
american_scientific_journal-11730	435	48	doi	doi	NOUN
american_scientific_journal-11730	435	49	:	:	PUNCT
american_scientific_journal-11730	435	50	10.1109	10.1109	NUM
american_scientific_journal-11730	435	51	/	/	SYM
american_scientific_journal-11730	435	52	tkde.2021.3082344	tkde.2021.3082344	NUM
american_scientific_journal-11730	435	53	.	.	PUNCT
american_scientific_journal-11730	436	1	american	american	ADJ
american_scientific_journal-11730	436	2	academic	academic	ADJ
american_scientific_journal-11730	436	3	scientific	scientific	ADJ
american_scientific_journal-11730	436	4	research	research	NOUN
american_scientific_journal-11730	436	5	journal	journal	NOUN
american_scientific_journal-11730	436	6	for	for	ADP
american_scientific_journal-11730	436	7	engineering	engineering	NOUN
american_scientific_journal-11730	436	8	,	,	PUNCT
american_scientific_journal-11730	436	9	technology	technology	NOUN
american_scientific_journal-11730	436	10	,	,	PUNCT
american_scientific_journal-11730	436	11	and	and	CCONJ
american_scientific_journal-11730	436	12	sciences	science	NOUN
american_scientific_journal-11730	436	13	(	(	PUNCT
american_scientific_journal-11730	436	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	436	15	)	)	PUNCT
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american_scientific_journal-11730	436	17	102	102	NUM
american_scientific_journal-11730	436	18	,	,	PUNCT
american_scientific_journal-11730	436	19	no	no	DET
american_scientific_journal-11730	436	20	1	1	NUM
american_scientific_journal-11730	436	21	,	,	PUNCT
american_scientific_journal-11730	436	22	pp	pp	ADV
american_scientific_journal-11730	436	23	227	227	NUM
american_scientific_journal-11730	436	24	-	-	SYM
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american_scientific_journal-11730	436	26	247	247	NUM
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american_scientific_journal-11730	436	28	3	3	NUM
american_scientific_journal-11730	436	29	]	]	PUNCT
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american_scientific_journal-11730	436	33	,	,	PUNCT
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american_scientific_journal-11730	436	36	,	,	PUNCT
american_scientific_journal-11730	436	37	and	and	CCONJ
american_scientific_journal-11730	436	38	h.	h.	PROPN
american_scientific_journal-11730	436	39	t.	t.	PROPN
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american_scientific_journal-11730	436	41	,	,	PUNCT
american_scientific_journal-11730	436	42	“	"	PUNCT
american_scientific_journal-11730	436	43	distributed	distribute	VERB
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american_scientific_journal-11730	436	45	neural	neural	ADJ
american_scientific_journal-11730	436	46	networks	network	NOUN
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american_scientific_journal-11730	436	50	,	,	PUNCT
american_scientific_journal-11730	436	51	the	the	DET
american_scientific_journal-11730	436	52	edge	edge	NOUN
american_scientific_journal-11730	436	53	and	and	CCONJ
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american_scientific_journal-11730	436	55	devices	device	NOUN
american_scientific_journal-11730	436	56	,	,	PUNCT
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american_scientific_journal-11730	436	58	in	in	ADP
american_scientific_journal-11730	436	59	proc	proc	NOUN
american_scientific_journal-11730	436	60	.	.	PUNCT
american_scientific_journal-11730	437	1	ieee	ieee	NOUN
american_scientific_journal-11730	437	2	icdcs	icdcs	PROPN
american_scientific_journal-11730	437	3	,	,	PUNCT
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american_scientific_journal-11730	437	5	,	,	PUNCT
american_scientific_journal-11730	437	6	ga	ga	PROPN
american_scientific_journal-11730	437	7	,	,	PUNCT
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american_scientific_journal-11730	437	9	,	,	PUNCT
american_scientific_journal-11730	437	10	2017	2017	NUM
american_scientific_journal-11730	437	11	,	,	PUNCT
american_scientific_journal-11730	437	12	pp	pp	ADJ
american_scientific_journal-11730	437	13	.	.	PUNCT
american_scientific_journal-11730	438	1	328–339	328–339	NUM
american_scientific_journal-11730	438	2	.	.	PUNCT
american_scientific_journal-11730	439	1	[	[	X
american_scientific_journal-11730	439	2	4	4	X
american_scientific_journal-11730	439	3	]	]	PUNCT
american_scientific_journal-11730	439	4	j.	j.	PROPN
american_scientific_journal-11730	439	5	lin	lin	PROPN
american_scientific_journal-11730	439	6	,	,	PUNCT
american_scientific_journal-11730	439	7	w.	w.	PROPN
american_scientific_journal-11730	439	8	yu	yu	PROPN
american_scientific_journal-11730	439	9	,	,	PUNCT
american_scientific_journal-11730	439	10	n.	n.	PROPN
american_scientific_journal-11730	439	11	zhang	zhang	PROPN
american_scientific_journal-11730	439	12	,	,	PUNCT
american_scientific_journal-11730	439	13	x.	x.	PROPN
american_scientific_journal-11730	439	14	yang	yang	PROPN
american_scientific_journal-11730	439	15	,	,	PUNCT
american_scientific_journal-11730	439	16	h.	h.	PROPN
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american_scientific_journal-11730	439	18	,	,	PUNCT
american_scientific_journal-11730	439	19	and	and	CCONJ
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american_scientific_journal-11730	439	22	,	,	PUNCT
american_scientific_journal-11730	439	23	“	"	PUNCT
american_scientific_journal-11730	439	24	a	a	DET
american_scientific_journal-11730	439	25	survey	survey	NOUN
american_scientific_journal-11730	439	26	on	on	ADP
american_scientific_journal-11730	439	27	internet	internet	NOUN
american_scientific_journal-11730	439	28	of	of	ADP
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american_scientific_journal-11730	439	30	:	:	PUNCT
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american_scientific_journal-11730	439	32	,	,	PUNCT
american_scientific_journal-11730	439	33	enabling	enable	VERB
american_scientific_journal-11730	439	34	technologies	technology	NOUN
american_scientific_journal-11730	439	35	,	,	PUNCT
american_scientific_journal-11730	439	36	security	security	NOUN
american_scientific_journal-11730	439	37	and	and	CCONJ
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american_scientific_journal-11730	439	39	,	,	PUNCT
american_scientific_journal-11730	439	40	and	and	CCONJ
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american_scientific_journal-11730	439	42	,	,	PUNCT
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american_scientific_journal-11730	439	44	ieee	ieee	NOUN
american_scientific_journal-11730	439	45	internet	internet	NOUN
american_scientific_journal-11730	439	46	of	of	ADP
american_scientific_journal-11730	439	47	things	thing	NOUN
american_scientific_journal-11730	439	48	journal	journal	NOUN
american_scientific_journal-11730	439	49	,	,	PUNCT
american_scientific_journal-11730	439	50	vol	vol	NOUN
american_scientific_journal-11730	439	51	.	.	PROPN
american_scientific_journal-11730	439	52	7	7	NUM
american_scientific_journal-11730	439	53	,	,	PUNCT
american_scientific_journal-11730	439	54	no	no	INTJ
american_scientific_journal-11730	439	55	.	.	NOUN
american_scientific_journal-11730	439	56	6	6	NUM
american_scientific_journal-11730	439	57	,	,	PUNCT
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american_scientific_journal-11730	439	59	.	.	PUNCT
american_scientific_journal-11730	440	1	5118–5142	5118–5142	NUM
american_scientific_journal-11730	440	2	,	,	PUNCT
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american_scientific_journal-11730	440	4	.	.	PROPN
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american_scientific_journal-11730	440	6	.	.	PUNCT
american_scientific_journal-11730	441	1	[	[	X
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american_scientific_journal-11730	441	3	]	]	PUNCT
american_scientific_journal-11730	441	4	m.	m.	NOUN
american_scientific_journal-11730	441	5	a.	a.	PROPN
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american_scientific_journal-11730	441	7	,	,	PUNCT
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american_scientific_journal-11730	441	10	,	,	PUNCT
american_scientific_journal-11730	441	11	and	and	CCONJ
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american_scientific_journal-11730	441	14	,	,	PUNCT
american_scientific_journal-11730	441	15	“	"	PUNCT
american_scientific_journal-11730	441	16	tinyml	tinyml	ADJ
american_scientific_journal-11730	441	17	:	:	PUNCT
american_scientific_journal-11730	441	18	enabling	enable	VERB
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american_scientific_journal-11730	441	20	-	-	PUNCT
american_scientific_journal-11730	441	21	efficient	efficient	ADJ
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american_scientific_journal-11730	441	24	at	at	ADP
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american_scientific_journal-11730	441	27	,	,	PUNCT
american_scientific_journal-11730	441	28	”	"	PUNCT
american_scientific_journal-11730	441	29	ieee	ieee	NOUN
american_scientific_journal-11730	441	30	access	access	NOUN
american_scientific_journal-11730	441	31	,	,	PUNCT
american_scientific_journal-11730	441	32	vol	vol	NOUN
american_scientific_journal-11730	441	33	.	.	NOUN
american_scientific_journal-11730	441	34	9	9	NUM
american_scientific_journal-11730	441	35	,	,	PUNCT
american_scientific_journal-11730	441	36	pp	pp	ADJ
american_scientific_journal-11730	441	37	.	.	PUNCT
american_scientific_journal-11730	441	38	106020–106034	106020–106034	NUM
american_scientific_journal-11730	441	39	,	,	PUNCT
american_scientific_journal-11730	441	40	2021	2021	NUM
american_scientific_journal-11730	441	41	.	.	PUNCT
american_scientific_journal-11730	442	1	[	[	X
american_scientific_journal-11730	442	2	6	6	NUM
american_scientific_journal-11730	442	3	]	]	PUNCT
american_scientific_journal-11730	442	4	a.	a.	NOUN
american_scientific_journal-11730	442	5	moin	moin	PROPN
american_scientific_journal-11730	442	6	et	et	PROPN
american_scientific_journal-11730	442	7	al	al	PROPN
american_scientific_journal-11730	442	8	.	.	PROPN
american_scientific_journal-11730	442	9	,	,	PUNCT
american_scientific_journal-11730	442	10	“	"	PUNCT
american_scientific_journal-11730	442	11	a	a	DET
american_scientific_journal-11730	442	12	wearable	wearable	ADJ
american_scientific_journal-11730	442	13	biosensing	biosensing	NOUN
american_scientific_journal-11730	442	14	system	system	NOUN
american_scientific_journal-11730	442	15	with	with	ADP
american_scientific_journal-11730	442	16	in	in	ADP
american_scientific_journal-11730	442	17	-	-	PUNCT
american_scientific_journal-11730	442	18	sensor	sensor	NOUN
american_scientific_journal-11730	442	19	adaptive	adaptive	ADJ
american_scientific_journal-11730	442	20	machine	machine	NOUN
american_scientific_journal-11730	442	21	learning	learn	VERB
american_scientific_journal-11730	442	22	for	for	ADP
american_scientific_journal-11730	442	23	hand	hand	NOUN
american_scientific_journal-11730	442	24	gesture	gesture	NOUN
american_scientific_journal-11730	442	25	recognition	recognition	NOUN
american_scientific_journal-11730	442	26	,	,	PUNCT
american_scientific_journal-11730	442	27	”	"	PUNCT
american_scientific_journal-11730	442	28	nature	nature	NOUN
american_scientific_journal-11730	442	29	electronics	electronic	NOUN
american_scientific_journal-11730	442	30	,	,	PUNCT
american_scientific_journal-11730	442	31	vol	vol	NOUN
american_scientific_journal-11730	442	32	.	.	PROPN
american_scientific_journal-11730	442	33	4	4	NUM
american_scientific_journal-11730	442	34	,	,	PUNCT
american_scientific_journal-11730	442	35	no	no	INTJ
american_scientific_journal-11730	442	36	.	.	NOUN
american_scientific_journal-11730	442	37	1	1	NUM
american_scientific_journal-11730	442	38	,	,	PUNCT
american_scientific_journal-11730	442	39	pp	pp	ADJ
american_scientific_journal-11730	442	40	.	.	PUNCT
american_scientific_journal-11730	443	1	54–63	54–63	NUM
american_scientific_journal-11730	443	2	,	,	PUNCT
american_scientific_journal-11730	443	3	jan	jan	PROPN
american_scientific_journal-11730	443	4	.	.	PROPN
american_scientific_journal-11730	443	5	2021	2021	NUM
american_scientific_journal-11730	443	6	.	.	PUNCT
american_scientific_journal-11730	444	1	[	[	X
american_scientific_journal-11730	444	2	7	7	X
american_scientific_journal-11730	444	3	]	]	PUNCT
american_scientific_journal-11730	444	4	j.	j.	PROPN
american_scientific_journal-11730	444	5	chen	chen	PROPN
american_scientific_journal-11730	444	6	et	et	PROPN
american_scientific_journal-11730	444	7	al	al	PROPN
american_scientific_journal-11730	444	8	.	.	PROPN
american_scientific_journal-11730	444	9	,	,	PUNCT
american_scientific_journal-11730	444	10	“	"	PUNCT
american_scientific_journal-11730	444	11	deep	deep	ADJ
american_scientific_journal-11730	444	12	learning	learning	NOUN
american_scientific_journal-11730	444	13	with	with	ADP
american_scientific_journal-11730	444	14	edge	edge	NOUN
american_scientific_journal-11730	444	15	computing	computing	NOUN
american_scientific_journal-11730	444	16	:	:	PUNCT
american_scientific_journal-11730	444	17	a	a	DET
american_scientific_journal-11730	444	18	review	review	NOUN
american_scientific_journal-11730	444	19	,	,	PUNCT
american_scientific_journal-11730	444	20	”	"	PUNCT
american_scientific_journal-11730	444	21	proceedings	proceeding	NOUN
american_scientific_journal-11730	444	22	of	of	ADP
american_scientific_journal-11730	444	23	the	the	DET
american_scientific_journal-11730	444	24	ieee	ieee	NOUN
american_scientific_journal-11730	444	25	,	,	PUNCT
american_scientific_journal-11730	444	26	vol	vol	NOUN
american_scientific_journal-11730	444	27	.	.	PROPN
american_scientific_journal-11730	445	1	109	109	NUM
american_scientific_journal-11730	445	2	,	,	PUNCT
american_scientific_journal-11730	445	3	no	no	INTJ
american_scientific_journal-11730	445	4	.	.	NOUN
american_scientific_journal-11730	445	5	11	11	NUM
american_scientific_journal-11730	445	6	,	,	PUNCT
american_scientific_journal-11730	445	7	pp	pp	ADJ
american_scientific_journal-11730	445	8	.	.	PUNCT
american_scientific_journal-11730	446	1	1745–1769	1745–1769	NUM
american_scientific_journal-11730	446	2	,	,	PUNCT
american_scientific_journal-11730	446	3	nov	nov	PROPN
american_scientific_journal-11730	446	4	.	.	PROPN
american_scientific_journal-11730	446	5	2021	2021	NUM
american_scientific_journal-11730	446	6	.	.	PUNCT
american_scientific_journal-11730	447	1	[	[	X
american_scientific_journal-11730	447	2	8	8	NUM
american_scientific_journal-11730	447	3	]	]	X
american_scientific_journal-11730	447	4	p.	p.	PROPN
american_scientific_journal-11730	447	5	ghosh	ghosh	PROPN
american_scientific_journal-11730	447	6	,	,	PUNCT
american_scientific_journal-11730	447	7	p.	p.	PROPN
american_scientific_journal-11730	447	8	p.	p.	PROPN
american_scientific_journal-11730	447	9	ray	ray	NOUN
american_scientific_journal-11730	447	10	,	,	PUNCT
american_scientific_journal-11730	447	11	and	and	CCONJ
american_scientific_journal-11730	447	12	p.	p.	NOUN
american_scientific_journal-11730	447	13	shukla	shukla	NOUN
american_scientific_journal-11730	447	14	,	,	PUNCT
american_scientific_journal-11730	447	15	“	"	PUNCT
american_scientific_journal-11730	447	16	edge	edge	NOUN
american_scientific_journal-11730	447	17	ai	ai	VERB
american_scientific_journal-11730	447	18	in	in	ADP
american_scientific_journal-11730	447	19	healthcare	healthcare	PROPN
american_scientific_journal-11730	447	20	:	:	PUNCT
american_scientific_journal-11730	447	21	a	a	DET
american_scientific_journal-11730	447	22	review	review	NOUN
american_scientific_journal-11730	447	23	on	on	ADP
american_scientific_journal-11730	447	24	biomedical	biomedical	ADJ
american_scientific_journal-11730	447	25	iot	iot	NOUN
american_scientific_journal-11730	447	26	enabled	enable	VERB
american_scientific_journal-11730	447	27	smart	smart	ADJ
american_scientific_journal-11730	447	28	healthcare	healthcare	NOUN
american_scientific_journal-11730	447	29	applications	application	NOUN
american_scientific_journal-11730	447	30	,	,	PUNCT
american_scientific_journal-11730	447	31	”	"	PUNCT
american_scientific_journal-11730	447	32	ieee	ieee	NOUN
american_scientific_journal-11730	447	33	reviews	review	NOUN
american_scientific_journal-11730	447	34	in	in	ADP
american_scientific_journal-11730	447	35	biomedical	biomedical	ADJ
american_scientific_journal-11730	447	36	engineering	engineering	NOUN
american_scientific_journal-11730	447	37	,	,	PUNCT
american_scientific_journal-11730	447	38	vol	vol	NOUN
american_scientific_journal-11730	447	39	.	.	PROPN
american_scientific_journal-11730	448	1	14	14	NUM
american_scientific_journal-11730	448	2	,	,	PUNCT
american_scientific_journal-11730	448	3	pp	pp	ADJ
american_scientific_journal-11730	448	4	.	.	PUNCT
american_scientific_journal-11730	449	1	223–238	223–238	NUM
american_scientific_journal-11730	449	2	,	,	PUNCT
american_scientific_journal-11730	449	3	2021	2021	NUM
american_scientific_journal-11730	449	4	.	.	PUNCT
american_scientific_journal-11730	450	1	[	[	X
american_scientific_journal-11730	450	2	9	9	NUM
american_scientific_journal-11730	450	3	]	]	PUNCT
american_scientific_journal-11730	450	4	t.	t.	PROPN
american_scientific_journal-11730	450	5	s.	s.	PROPN
american_scientific_journal-11730	450	6	kim	kim	PROPN
american_scientific_journal-11730	450	7	,	,	PUNCT
american_scientific_journal-11730	450	8	m.	m.	NOUN
american_scientific_journal-11730	450	9	al	al	PROPN
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american_scientific_journal-11730	450	11	,	,	PUNCT
american_scientific_journal-11730	450	12	“	"	PUNCT
american_scientific_journal-11730	450	13	edgeai	edgeai	NOUN
american_scientific_journal-11730	450	14	-	-	PUNCT
american_scientific_journal-11730	450	15	based	base	VERB
american_scientific_journal-11730	450	16	real	real	ADJ
american_scientific_journal-11730	450	17	-	-	PUNCT
american_scientific_journal-11730	450	18	time	time	NOUN
american_scientific_journal-11730	450	19	patient	patient	ADJ
american_scientific_journal-11730	450	20	monitoring	monitoring	NOUN
american_scientific_journal-11730	450	21	system	system	NOUN
american_scientific_journal-11730	450	22	in	in	ADP
american_scientific_journal-11730	450	23	smart	smart	ADJ
american_scientific_journal-11730	450	24	hospitals	hospital	NOUN
american_scientific_journal-11730	450	25	,	,	PUNCT
american_scientific_journal-11730	450	26	”	"	PUNCT
american_scientific_journal-11730	450	27	ieee	ieee	NOUN
american_scientific_journal-11730	450	28	design	design	PROPN
american_scientific_journal-11730	450	29	&	&	CCONJ
american_scientific_journal-11730	450	30	test	test	NOUN
american_scientific_journal-11730	450	31	,	,	PUNCT
american_scientific_journal-11730	450	32	vol	vol	NOUN
american_scientific_journal-11730	450	33	.	.	PROPN
american_scientific_journal-11730	451	1	38	38	NUM
american_scientific_journal-11730	451	2	,	,	PUNCT
american_scientific_journal-11730	451	3	no	no	INTJ
american_scientific_journal-11730	451	4	.	.	NOUN
american_scientific_journal-11730	451	5	3	3	NUM
american_scientific_journal-11730	451	6	,	,	PUNCT
american_scientific_journal-11730	451	7	pp	pp	ADJ
american_scientific_journal-11730	451	8	.	.	PUNCT
american_scientific_journal-11730	452	1	20–27	20–27	NUM
american_scientific_journal-11730	452	2	,	,	PUNCT
american_scientific_journal-11730	452	3	jun	jun	PROPN
american_scientific_journal-11730	452	4	.	.	PROPN
american_scientific_journal-11730	452	5	2021	2021	NUM
american_scientific_journal-11730	452	6	.	.	PUNCT
american_scientific_journal-11730	453	1	[	[	X
american_scientific_journal-11730	453	2	10	10	NUM
american_scientific_journal-11730	453	3	]	]	X
american_scientific_journal-11730	453	4	r.	r.	PROPN
american_scientific_journal-11730	453	5	wiyatno	wiyatno	PROPN
american_scientific_journal-11730	453	6	and	and	CCONJ
american_scientific_journal-11730	453	7	a.	a.	PROPN
american_scientific_journal-11730	453	8	xu	xu	PROPN
american_scientific_journal-11730	453	9	,	,	PUNCT
american_scientific_journal-11730	453	10	“	"	PUNCT
american_scientific_journal-11730	453	11	maximal	maximal	ADJ
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american_scientific_journal-11730	453	14	for	for	ADP
american_scientific_journal-11730	453	15	training	train	VERB
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american_scientific_journal-11730	453	19	,	,	PUNCT
american_scientific_journal-11730	453	20	”	"	PUNCT
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american_scientific_journal-11730	453	24	,	,	PUNCT
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american_scientific_journal-11730	453	26	.	.	PUNCT
american_scientific_journal-11730	454	1	[	[	X
american_scientific_journal-11730	454	2	11	11	NUM
american_scientific_journal-11730	454	3	]	]	X
american_scientific_journal-11730	454	4	c.	c.	PROPN
american_scientific_journal-11730	454	5	zhang	zhang	PROPN
american_scientific_journal-11730	454	6	,	,	PUNCT
american_scientific_journal-11730	454	7	p.	p.	PROPN
american_scientific_journal-11730	454	8	patras	patras	PROPN
american_scientific_journal-11730	454	9	,	,	PUNCT
american_scientific_journal-11730	454	10	and	and	CCONJ
american_scientific_journal-11730	454	11	h.	h.	PROPN
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american_scientific_journal-11730	454	13	,	,	PUNCT
american_scientific_journal-11730	454	14	“	"	PUNCT
american_scientific_journal-11730	454	15	deep	deep	ADJ
american_scientific_journal-11730	454	16	learning	learning	NOUN
american_scientific_journal-11730	454	17	in	in	ADP
american_scientific_journal-11730	454	18	mobile	mobile	ADJ
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american_scientific_journal-11730	454	20	wireless	wireless	ADJ
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american_scientific_journal-11730	454	22	:	:	PUNCT
american_scientific_journal-11730	454	23	a	a	DET
american_scientific_journal-11730	454	24	survey	survey	NOUN
american_scientific_journal-11730	454	25	,	,	PUNCT
american_scientific_journal-11730	454	26	”	"	PUNCT
american_scientific_journal-11730	454	27	ieee	ieee	NOUN
american_scientific_journal-11730	454	28	communications	communication	NOUN
american_scientific_journal-11730	454	29	surveys	survey	NOUN
american_scientific_journal-11730	454	30	&	&	CCONJ
american_scientific_journal-11730	454	31	tutorials	tutorial	NOUN
american_scientific_journal-11730	454	32	,	,	PUNCT
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american_scientific_journal-11730	454	34	.	.	PROPN
american_scientific_journal-11730	454	35	21	21	NUM
american_scientific_journal-11730	454	36	,	,	PUNCT
american_scientific_journal-11730	454	37	no	no	INTJ
american_scientific_journal-11730	454	38	.	.	NOUN
american_scientific_journal-11730	454	39	3	3	NUM
american_scientific_journal-11730	454	40	,	,	PUNCT
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american_scientific_journal-11730	454	42	.	.	PUNCT
american_scientific_journal-11730	454	43	2224–2287	2224–2287	NOUN
american_scientific_journal-11730	454	44	,	,	PUNCT
american_scientific_journal-11730	454	45	3rd	3rd	ADJ
american_scientific_journal-11730	454	46	quart	quart	NOUN
american_scientific_journal-11730	454	47	.	.	PUNCT
american_scientific_journal-11730	454	48	,	,	PUNCT
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american_scientific_journal-11730	454	50	.	.	PUNCT
american_scientific_journal-11730	455	1	[	[	X
american_scientific_journal-11730	455	2	12	12	NUM
american_scientific_journal-11730	455	3	]	]	X
american_scientific_journal-11730	455	4	f.	f.	PROPN
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american_scientific_journal-11730	455	6	,	,	PUNCT
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american_scientific_journal-11730	455	9	,	,	PUNCT
american_scientific_journal-11730	455	10	and	and	CCONJ
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american_scientific_journal-11730	455	13	,	,	PUNCT
american_scientific_journal-11730	455	14	“	"	PUNCT
american_scientific_journal-11730	455	15	spiking	spike	VERB
american_scientific_journal-11730	455	16	neural	neural	ADJ
american_scientific_journal-11730	455	17	networks	network	NOUN
american_scientific_journal-11730	455	18	for	for	ADP
american_scientific_journal-11730	455	19	low	low	ADJ
american_scientific_journal-11730	455	20	-	-	PUNCT
american_scientific_journal-11730	455	21	power	power	NOUN
american_scientific_journal-11730	455	22	and	and	CCONJ
american_scientific_journal-11730	455	23	real	real	ADJ
american_scientific_journal-11730	455	24	-	-	PUNCT
american_scientific_journal-11730	455	25	time	time	NOUN
american_scientific_journal-11730	455	26	ai	ai	PROPN
american_scientific_journal-11730	455	27	applications	application	NOUN
american_scientific_journal-11730	455	28	:	:	PUNCT
american_scientific_journal-11730	455	29	a	a	DET
american_scientific_journal-11730	455	30	review	review	NOUN
american_scientific_journal-11730	455	31	,	,	PUNCT
american_scientific_journal-11730	455	32	”	"	PUNCT
american_scientific_journal-11730	455	33	frontiers	frontier	NOUN
american_scientific_journal-11730	455	34	in	in	ADP
american_scientific_journal-11730	455	35	neuroscience	neuroscience	NOUN
american_scientific_journal-11730	455	36	,	,	PUNCT
american_scientific_journal-11730	455	37	vol	vol	NOUN
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american_scientific_journal-11730	455	39	15	15	NUM
american_scientific_journal-11730	455	40	,	,	PUNCT
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american_scientific_journal-11730	455	42	1324	1324	NUM
american_scientific_journal-11730	455	43	,	,	PUNCT
american_scientific_journal-11730	455	44	2021	2021	NUM
american_scientific_journal-11730	455	45	.	.	PUNCT
american_scientific_journal-11730	456	1	[	[	X
american_scientific_journal-11730	456	2	13	13	NUM
american_scientific_journal-11730	456	3	]	]	PUNCT
american_scientific_journal-11730	456	4	x.	x.	NOUN
american_scientific_journal-11730	456	5	xu	xu	PROPN
american_scientific_journal-11730	456	6	,	,	PUNCT
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american_scientific_journal-11730	456	9	,	,	PUNCT
american_scientific_journal-11730	456	10	and	and	CCONJ
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american_scientific_journal-11730	456	13	,	,	PUNCT
american_scientific_journal-11730	456	14	“	"	PUNCT
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american_scientific_journal-11730	456	16	-	-	PUNCT
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american_scientific_journal-11730	456	19	:	:	PUNCT
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american_scientific_journal-11730	456	22	to	to	ADP
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american_scientific_journal-11730	456	24	,	,	PUNCT
american_scientific_journal-11730	456	25	”	"	PUNCT
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american_scientific_journal-11730	456	28	,	,	PUNCT
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american_scientific_journal-11730	456	30	.	.	PROPN
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american_scientific_journal-11730	456	32	,	,	PUNCT
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american_scientific_journal-11730	456	34	.	.	NOUN
american_scientific_journal-11730	456	35	1	1	NUM
american_scientific_journal-11730	456	36	,	,	PUNCT
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american_scientific_journal-11730	457	2	,	,	PUNCT
american_scientific_journal-11730	457	3	jan	jan	PROPN
american_scientific_journal-11730	457	4	.	.	PROPN
american_scientific_journal-11730	457	5	2022	2022	NUM
american_scientific_journal-11730	457	6	.	.	PUNCT
american_scientific_journal-11730	458	1	[	[	X
american_scientific_journal-11730	458	2	14	14	NUM
american_scientific_journal-11730	458	3	]	]	PUNCT
american_scientific_journal-11730	458	4	m.	m.	NOUN
american_scientific_journal-11730	458	5	abadi	abadi	PROPN
american_scientific_journal-11730	458	6	et	et	PROPN
american_scientific_journal-11730	458	7	al	al	PROPN
american_scientific_journal-11730	458	8	.	.	PROPN
american_scientific_journal-11730	458	9	,	,	PUNCT
american_scientific_journal-11730	458	10	“	"	PUNCT
american_scientific_journal-11730	458	11	tensorflow	tensorflow	NOUN
american_scientific_journal-11730	458	12	lite	lite	NOUN
american_scientific_journal-11730	458	13	:	:	PUNCT
american_scientific_journal-11730	458	14	machine	machine	NOUN
american_scientific_journal-11730	458	15	learning	learning	NOUN
american_scientific_journal-11730	458	16	for	for	ADP
american_scientific_journal-11730	458	17	mobile	mobile	ADJ
american_scientific_journal-11730	458	18	and	and	CCONJ
american_scientific_journal-11730	458	19	edge	edge	NOUN
american_scientific_journal-11730	458	20	devices	device	NOUN
american_scientific_journal-11730	458	21	,	,	PUNCT
american_scientific_journal-11730	458	22	”	"	PUNCT
american_scientific_journal-11730	458	23	arxiv	arxiv	PROPN
american_scientific_journal-11730	458	24	preprint	preprint	NOUN
american_scientific_journal-11730	458	25	arxiv:2004.01967	arxiv:2004.01967	PROPN
american_scientific_journal-11730	458	26	,	,	PUNCT
american_scientific_journal-11730	458	27	2020	2020	NUM
american_scientific_journal-11730	458	28	.	.	PUNCT
american_scientific_journal-11730	459	1	[	[	X
american_scientific_journal-11730	459	2	15	15	NUM
american_scientific_journal-11730	459	3	]	]	X
american_scientific_journal-11730	459	4	s.	s.	PROPN
american_scientific_journal-11730	459	5	r.	r.	PROPN
american_scientific_journal-11730	459	6	pokhrel	pokhrel	PROPN
american_scientific_journal-11730	459	7	and	and	CCONJ
american_scientific_journal-11730	459	8	j.	j.	PROPN
american_scientific_journal-11730	459	9	choi	choi	PROPN
american_scientific_journal-11730	459	10	,	,	PUNCT
american_scientific_journal-11730	459	11	“	"	PUNCT
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american_scientific_journal-11730	459	15	-	-	PUNCT
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american_scientific_journal-11730	459	18	intelligence	intelligence	NOUN
american_scientific_journal-11730	459	19	in	in	ADP
american_scientific_journal-11730	459	20	6	6	NUM
american_scientific_journal-11730	459	21	g	g	NOUN
american_scientific_journal-11730	459	22	,	,	PUNCT
american_scientific_journal-11730	459	23	”	"	PUNCT
american_scientific_journal-11730	459	24	ieee	ieee	NOUN
american_scientific_journal-11730	459	25	network	network	NOUN
american_scientific_journal-11730	459	26	,	,	PUNCT
american_scientific_journal-11730	459	27	vol	vol	NOUN
american_scientific_journal-11730	459	28	.	.	PROPN
american_scientific_journal-11730	459	29	35	35	NUM
american_scientific_journal-11730	459	30	,	,	PUNCT
american_scientific_journal-11730	459	31	no	no	INTJ
american_scientific_journal-11730	459	32	.	.	NOUN
american_scientific_journal-11730	459	33	2	2	NUM
american_scientific_journal-11730	459	34	,	,	PUNCT
american_scientific_journal-11730	459	35	pp	pp	ADJ
american_scientific_journal-11730	459	36	.	.	PUNCT
american_scientific_journal-11730	460	1	36–43	36–43	NUM
american_scientific_journal-11730	460	2	,	,	PUNCT
american_scientific_journal-11730	460	3	mar.–apr	mar.–apr	VERB
american_scientific_journal-11730	460	4	.	.	PUNCT
american_scientific_journal-11730	460	5	2021	2021	NUM
american_scientific_journal-11730	460	6	.	.	PUNCT
american_scientific_journal-11730	461	1	[	[	X
american_scientific_journal-11730	461	2	16	16	NUM
american_scientific_journal-11730	461	3	]	]	PUNCT
american_scientific_journal-11730	461	4	r.	r.	PROPN
american_scientific_journal-11730	461	5	li	li	PROPN
american_scientific_journal-11730	461	6	et	et	PROPN
american_scientific_journal-11730	461	7	al	al	PROPN
american_scientific_journal-11730	461	8	.	.	PROPN
american_scientific_journal-11730	461	9	,	,	PUNCT
american_scientific_journal-11730	461	10	“	"	PUNCT
american_scientific_journal-11730	461	11	learning	learning	NOUN
american_scientific_journal-11730	461	12	and	and	CCONJ
american_scientific_journal-11730	461	13	decision	decision	NOUN
american_scientific_journal-11730	461	14	-	-	PUNCT
american_scientific_journal-11730	461	15	making	making	NOUN
american_scientific_journal-11730	461	16	for	for	ADP
american_scientific_journal-11730	461	17	edge	edge	NOUN
american_scientific_journal-11730	461	18	computing	computing	NOUN
american_scientific_journal-11730	461	19	in	in	ADP
american_scientific_journal-11730	461	20	iot	iot	NOUN
american_scientific_journal-11730	461	21	:	:	PUNCT
american_scientific_journal-11730	461	22	a	a	DET
american_scientific_journal-11730	461	23	survey	survey	NOUN
american_scientific_journal-11730	461	24	,	,	PUNCT
american_scientific_journal-11730	461	25	”	"	PUNCT
american_scientific_journal-11730	461	26	ieee	ieee	NOUN
american_scientific_journal-11730	461	27	internet	internet	NOUN
american_scientific_journal-11730	461	28	of	of	ADP
american_scientific_journal-11730	461	29	things	thing	NOUN
american_scientific_journal-11730	461	30	journal	journal	NOUN
american_scientific_journal-11730	461	31	,	,	PUNCT
american_scientific_journal-11730	461	32	vol	vol	NOUN
american_scientific_journal-11730	461	33	.	.	PROPN
american_scientific_journal-11730	461	34	8	8	NUM
american_scientific_journal-11730	461	35	,	,	PUNCT
american_scientific_journal-11730	461	36	no	no	INTJ
american_scientific_journal-11730	461	37	.	.	NOUN
american_scientific_journal-11730	461	38	5	5	NUM
american_scientific_journal-11730	461	39	,	,	PUNCT
american_scientific_journal-11730	461	40	pp	pp	ADJ
american_scientific_journal-11730	461	41	.	.	PUNCT
american_scientific_journal-11730	462	1	3305–3324	3305–3324	NUM
american_scientific_journal-11730	462	2	,	,	PUNCT
american_scientific_journal-11730	462	3	mar	mar	PROPN
american_scientific_journal-11730	462	4	.	.	PROPN
american_scientific_journal-11730	462	5	2021	2021	NUM
american_scientific_journal-11730	462	6	.	.	PUNCT
american_scientific_journal-11730	463	1	american	american	ADJ
american_scientific_journal-11730	463	2	academic	academic	ADJ
american_scientific_journal-11730	463	3	scientific	scientific	ADJ
american_scientific_journal-11730	463	4	research	research	NOUN
american_scientific_journal-11730	463	5	journal	journal	NOUN
american_scientific_journal-11730	463	6	for	for	ADP
american_scientific_journal-11730	463	7	engineering	engineering	NOUN
american_scientific_journal-11730	463	8	,	,	PUNCT
american_scientific_journal-11730	463	9	technology	technology	NOUN
american_scientific_journal-11730	463	10	,	,	PUNCT
american_scientific_journal-11730	463	11	and	and	CCONJ
american_scientific_journal-11730	463	12	sciences	science	NOUN
american_scientific_journal-11730	463	13	(	(	PUNCT
american_scientific_journal-11730	463	14	asrjets	asrjet	NOUN
american_scientific_journal-11730	463	15	)	)	PUNCT
american_scientific_journal-11730	463	16	volume	volume	NOUN
american_scientific_journal-11730	463	17	102	102	NUM
american_scientific_journal-11730	463	18	,	,	PUNCT
american_scientific_journal-11730	463	19	no	no	DET
american_scientific_journal-11730	463	20	1	1	NUM
american_scientific_journal-11730	463	21	,	,	PUNCT
american_scientific_journal-11730	463	22	pp	pp	ADV
american_scientific_journal-11730	463	23	227	227	NUM
american_scientific_journal-11730	463	24	-	-	SYM
american_scientific_journal-11730	463	25	248	248	NUM
american_scientific_journal-11730	463	26	248	248	NUM
american_scientific_journal-11730	463	27	[	[	X
american_scientific_journal-11730	463	28	17	17	NUM
american_scientific_journal-11730	463	29	]	]	PUNCT
american_scientific_journal-11730	463	30	m.	m.	NOUN
american_scientific_journal-11730	463	31	shoaib	shoaib	PROPN
american_scientific_journal-11730	463	32	,	,	PUNCT
american_scientific_journal-11730	463	33	s.	s.	PROPN
american_scientific_journal-11730	463	34	rho	rho	PROPN
american_scientific_journal-11730	463	35	,	,	PUNCT
american_scientific_journal-11730	463	36	and	and	CCONJ
american_scientific_journal-11730	463	37	m.	m.	NOUN
american_scientific_journal-11730	463	38	akhtar	akhtar	PROPN
american_scientific_journal-11730	463	39	,	,	PUNCT
american_scientific_journal-11730	463	40	“	"	PUNCT
american_scientific_journal-11730	463	41	a	a	DET
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american_scientific_journal-11730	463	43	on	on	ADP
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american_scientific_journal-11730	463	46	ai	ai	VERB
american_scientific_journal-11730	463	47	:	:	PUNCT
american_scientific_journal-11730	463	48	machine	machine	NOUN
american_scientific_journal-11730	463	49	learning	learning	NOUN
american_scientific_journal-11730	463	50	at	at	ADP
american_scientific_journal-11730	463	51	the	the	DET
american_scientific_journal-11730	463	52	extreme	extreme	ADJ
american_scientific_journal-11730	463	53	edge	edge	NOUN
american_scientific_journal-11730	463	54	,	,	PUNCT
american_scientific_journal-11730	463	55	”	"	PUNCT
american_scientific_journal-11730	463	56	sensors	sensor	NOUN
american_scientific_journal-11730	463	57	,	,	PUNCT
american_scientific_journal-11730	463	58	vol	vol	NOUN
american_scientific_journal-11730	463	59	.	.	PROPN
american_scientific_journal-11730	464	1	22	22	NUM
american_scientific_journal-11730	464	2	,	,	PUNCT
american_scientific_journal-11730	464	3	no	no	INTJ
american_scientific_journal-11730	464	4	.	.	NOUN
american_scientific_journal-11730	464	5	3	3	NUM
american_scientific_journal-11730	464	6	,	,	PUNCT
american_scientific_journal-11730	464	7	p.	p.	NOUN
american_scientific_journal-11730	464	8	927	927	NUM
american_scientific_journal-11730	464	9	,	,	PUNCT
american_scientific_journal-11730	464	10	2022	2022	NUM
american_scientific_journal-11730	464	11	.	.	PUNCT
american_scientific_journal-11730	465	1	[	[	X
american_scientific_journal-11730	465	2	18	18	NUM
american_scientific_journal-11730	465	3	]	]	X
american_scientific_journal-11730	465	4	n.	n.	PROPN
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american_scientific_journal-11730	465	6	,	,	PUNCT
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american_scientific_journal-11730	465	9	,	,	PUNCT
american_scientific_journal-11730	465	10	and	and	CCONJ
american_scientific_journal-11730	465	11	y.	y.	PROPN
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american_scientific_journal-11730	465	13	,	,	PUNCT
american_scientific_journal-11730	465	14	“	"	PUNCT
american_scientific_journal-11730	465	15	an	an	DET
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american_scientific_journal-11730	465	17	of	of	ADP
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american_scientific_journal-11730	465	19	learning	learning	NOUN
american_scientific_journal-11730	465	20	models	model	NOUN
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american_scientific_journal-11730	465	23	edge	edge	NOUN
american_scientific_journal-11730	465	24	computing	computing	NOUN
american_scientific_journal-11730	465	25	,	,	PUNCT
american_scientific_journal-11730	465	26	”	"	PUNCT
american_scientific_journal-11730	465	27	ieee	ieee	NOUN
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american_scientific_journal-11730	465	29	computing	computing	NOUN
american_scientific_journal-11730	465	30	,	,	PUNCT
american_scientific_journal-11730	465	31	vol	vol	NOUN
american_scientific_journal-11730	465	32	.	.	PROPN
american_scientific_journal-11730	465	33	20	20	NUM
american_scientific_journal-11730	465	34	,	,	PUNCT
american_scientific_journal-11730	465	35	no	no	INTJ
american_scientific_journal-11730	465	36	.	.	NOUN
american_scientific_journal-11730	465	37	1	1	NUM
american_scientific_journal-11730	465	38	,	,	PUNCT
american_scientific_journal-11730	465	39	pp	pp	ADJ
american_scientific_journal-11730	465	40	.	.	PUNCT
american_scientific_journal-11730	466	1	40–50	40–50	NUM
american_scientific_journal-11730	466	2	,	,	PUNCT
american_scientific_journal-11730	466	3	jan.–mar	jan.–mar	X
american_scientific_journal-11730	466	4	.	.	NOUN
american_scientific_journal-11730	466	5	2021	2021	NUM
american_scientific_journal-11730	466	6	.	.	PUNCT
american_scientific_journal-11730	467	1	[	[	X
american_scientific_journal-11730	467	2	19	19	NUM
american_scientific_journal-11730	467	3	]	]	X
american_scientific_journal-11730	467	4	b.	b.	PROPN
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american_scientific_journal-11730	467	6	and	and	CCONJ
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american_scientific_journal-11730	467	9	,	,	PUNCT
american_scientific_journal-11730	467	10	“	"	PUNCT
american_scientific_journal-11730	467	11	a	a	DET
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american_scientific_journal-11730	467	13	survey	survey	NOUN
american_scientific_journal-11730	467	14	on	on	ADP
american_scientific_journal-11730	467	15	efficient	efficient	ADJ
american_scientific_journal-11730	467	16	ai	ai	PROPN
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american_scientific_journal-11730	467	18	for	for	ADP
american_scientific_journal-11730	467	19	the	the	DET
american_scientific_journal-11730	467	20	edge	edge	NOUN
american_scientific_journal-11730	467	21	,	,	PUNCT
american_scientific_journal-11730	467	22	”	"	PUNCT
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american_scientific_journal-11730	467	24	of	of	ADP
american_scientific_journal-11730	467	25	systems	system	NOUN
american_scientific_journal-11730	467	26	architecture	architecture	NOUN
american_scientific_journal-11730	467	27	,	,	PUNCT
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american_scientific_journal-11730	467	29	.	.	NOUN
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american_scientific_journal-11730	467	31	,	,	PUNCT
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american_scientific_journal-11730	467	33	102367	102367	NUM
american_scientific_journal-11730	467	34	,	,	PUNCT
american_scientific_journal-11730	467	35	2022	2022	NUM
american_scientific_journal-11730	467	36	.	.	PUNCT
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american_scientific_journal-11730	468	2	20	20	NUM
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american_scientific_journal-11730	468	4	s.	s.	PROPN
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american_scientific_journal-11730	468	6	,	,	PUNCT
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american_scientific_journal-11730	468	9	,	,	PUNCT
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american_scientific_journal-11730	468	12	,	,	PUNCT
american_scientific_journal-11730	468	13	x.	x.	PROPN
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american_scientific_journal-11730	468	15	,	,	PUNCT
american_scientific_journal-11730	468	16	and	and	CCONJ
american_scientific_journal-11730	468	17	x.	x.	PROPN
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american_scientific_journal-11730	468	20	“	"	PUNCT
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american_scientific_journal-11730	468	22	edge	edge	NOUN
american_scientific_journal-11730	468	23	:	:	PUNCT
american_scientific_journal-11730	468	24	a	a	DET
american_scientific_journal-11730	468	25	review	review	NOUN
american_scientific_journal-11730	468	26	on	on	ADP
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american_scientific_journal-11730	468	28	-	-	ADJ
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american_scientific_journal-11730	468	30	and	and	CCONJ
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american_scientific_journal-11730	468	32	-	-	PUNCT
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american_scientific_journal-11730	468	35	in	in	ADP
american_scientific_journal-11730	468	36	edge	edge	NOUN
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american_scientific_journal-11730	468	38	,	,	PUNCT
american_scientific_journal-11730	468	39	”	"	PUNCT
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american_scientific_journal-11730	468	45	and	and	CCONJ
american_scientific_journal-11730	468	46	learning	learning	NOUN
american_scientific_journal-11730	468	47	systems	system	NOUN
american_scientific_journal-11730	468	48	,	,	PUNCT
american_scientific_journal-11730	468	49	early	early	ADJ
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american_scientific_journal-11730	468	51	,	,	PUNCT
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american_scientific_journal-11730	468	53	:	:	PUNCT
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