id	sid	tid	token	lemma	pos
iajs-1074	1	1	conseguences	conseguence	NOUN
iajs-1074	1	2	of	of	ADP
iajs-1074	1	3	soil	soil	NOUN
iajs-1074	1	4	crude	crude	ADJ
iajs-1074	1	5	oil	oil	NOUN
iajs-1074	1	6	pollution	pollution	NOUN
iajs-1074	1	7	on	on	ADP
iajs-1074	1	8	some	some	DET
iajs-1074	1	9	wood	wood	NOUN
iajs-1074	1	10	properties	property	NOUN
iajs-1074	1	11	of	of	ADP
iajs-1074	1	12	olive	olive	NOUN
iajs-1074	1	13	trees	tree	NOUN
iajs-1074	1	14	computer	computer	NOUN
iajs-1074	1	15	|	|	ADV
iajs-1074	1	16	246	246	NUM
iajs-1074	1	17	7112	7112	NUM
iajs-1074	1	18	(	(	PUNCT
iajs-1074	1	19	1	1	NUM
iajs-1074	1	20	(	(	PUNCT
iajs-1074	1	21	العدد	العدد	PROPN
iajs-1074	1	22	)	)	PUNCT
iajs-1074	1	23	30مجلة	30مجلة	PROPN
iajs-1074	1	24	إبن	إبن	VERB
iajs-1074	1	25	الهيثم	الهيثم	ADJ
iajs-1074	1	26	للعلوم	للعلوم	NOUN
iajs-1074	1	27	الصرفة	الصرفة	NOUN
iajs-1074	2	1	و	و	PRON
iajs-1074	2	2	التطبيقية	التطبيقية	ADV
iajs-1074	2	3	المجلد	المجلد	ADV
iajs-1074	2	4	)	)	PUNCT
iajs-1074	3	1	ibn	ibn	PROPN
iajs-1074	3	2	al	al	PROPN
iajs-1074	3	3	-	-	PUNCT
iajs-1074	3	4	haitham	haitham	PROPN
iajs-1074	3	5	j.	j.	PROPN
iajs-1074	3	6	for	for	ADP
iajs-1074	3	7	pure	pure	PROPN
iajs-1074	3	8	&	&	CCONJ
iajs-1074	3	9	appl	appl	PROPN
iajs-1074	3	10	.	.	PUNCT
iajs-1074	4	1	sci	sci	PROPN
iajs-1074	4	2	.	.	PUNCT
iajs-1074	5	1	vol.03	vol.03	PROPN
iajs-1074	5	2	(	(	PUNCT
iajs-1074	5	3	1	1	NUM
iajs-1074	5	4	)	)	PUNCT
iajs-1074	5	5	2017	2017	NUM
iajs-1074	5	6	artificial	artificial	ADJ
iajs-1074	5	7	neural	neural	ADJ
iajs-1074	5	8	network	network	NOUN
iajs-1074	5	9	for	for	ADP
iajs-1074	5	10	tiff	tiff	NOUN
iajs-1074	5	11	image	image	NOUN
iajs-1074	5	12	compression	compression	NOUN
iajs-1074	5	13	huda	huda	PROPN
iajs-1074	5	14	dheyauldeen	dheyauldeen	PROPN
iajs-1074	5	15	najeeb	najeeb	PROPN
iajs-1074	5	16	dept	dept	PROPN
iajs-1074	5	17	.	.	PROPN
iajs-1074	5	18	of	of	ADP
iajs-1074	5	19	public	public	ADJ
iajs-1074	5	20	relations	relation	NOUN
iajs-1074	5	21	/	/	SYM
iajs-1074	5	22	college	college	NOUN
iajs-1074	5	23	of	of	ADP
iajs-1074	5	24	media/	media/	PROPN
iajs-1074	5	25	university	university	PROPN
iajs-1074	5	26	of	of	ADP
iajs-1074	5	27	al	al	PROPN
iajs-1074	5	28	iraqia	iraqia	PROPN
iajs-1074	5	29	received	receive	VERB
iajs-1074	5	30	in	in	ADP
iajs-1074	5	31	:	:	PUNCT
iajs-1074	5	32	13	13	NUM
iajs-1074	5	33	/	/	SYM
iajs-1074	5	34	november/2016	november/2016	PROPN
iajs-1074	5	35	,	,	PUNCT
iajs-1074	5	36	accepted	accept	VERB
iajs-1074	5	37	in	in	ADP
iajs-1074	5	38	:	:	PUNCT
iajs-1074	5	39	25	25	NUM
iajs-1074	5	40	/	/	SYM
iajs-1074	5	41	january/2017	january/2017	NOUN
iajs-1074	5	42	abstract	abstract	NOUN
iajs-1074	5	43	the	the	DET
iajs-1074	5	44	main	main	ADJ
iajs-1074	5	45	aim	aim	NOUN
iajs-1074	5	46	of	of	ADP
iajs-1074	5	47	image	image	NOUN
iajs-1074	5	48	compression	compression	NOUN
iajs-1074	5	49	is	be	AUX
iajs-1074	5	50	to	to	PART
iajs-1074	5	51	reduce	reduce	VERB
iajs-1074	5	52	the	the	DET
iajs-1074	5	53	its	its	PRON
iajs-1074	5	54	size	size	NOUN
iajs-1074	5	55	to	to	PART
iajs-1074	5	56	be	be	AUX
iajs-1074	5	57	able	able	ADJ
iajs-1074	5	58	for	for	ADP
iajs-1074	5	59	transforming	transform	VERB
iajs-1074	5	60	and	and	CCONJ
iajs-1074	5	61	storage	storage	NOUN
iajs-1074	5	62	,	,	PUNCT
iajs-1074	5	63	therefore	therefore	ADV
iajs-1074	5	64	many	many	ADJ
iajs-1074	5	65	methods	method	NOUN
iajs-1074	5	66	appeared	appear	VERB
iajs-1074	5	67	to	to	PART
iajs-1074	5	68	compress	compress	VERB
iajs-1074	5	69	the	the	DET
iajs-1074	5	70	image	image	NOUN
iajs-1074	5	71	,	,	PUNCT
iajs-1074	5	72	one	one	NUM
iajs-1074	5	73	of	of	ADP
iajs-1074	5	74	these	these	DET
iajs-1074	5	75	methods	method	NOUN
iajs-1074	5	76	is	be	AUX
iajs-1074	5	77	"	"	PUNCT
iajs-1074	5	78	multilayer	multilayer	ADJ
iajs-1074	5	79	perceptron	perceptron	NOUN
iajs-1074	5	80	"	"	PUNCT
iajs-1074	5	81	.	.	PUNCT
iajs-1074	6	1	multilayer	multilayer	PROPN
iajs-1074	6	2	perceptron	perceptron	PROPN
iajs-1074	6	3	(	(	PUNCT
iajs-1074	6	4	mlp	mlp	PROPN
iajs-1074	6	5	)	)	PUNCT
iajs-1074	6	6	method	method	NOUN
iajs-1074	6	7	which	which	PRON
iajs-1074	6	8	is	be	AUX
iajs-1074	6	9	artificial	artificial	ADJ
iajs-1074	6	10	neural	neural	ADJ
iajs-1074	6	11	network	network	NOUN
iajs-1074	6	12	based	base	VERB
iajs-1074	6	13	on	on	ADP
iajs-1074	6	14	the	the	DET
iajs-1074	6	15	back	back	ADJ
iajs-1074	6	16	-	-	PUNCT
iajs-1074	6	17	propagation	propagation	NOUN
iajs-1074	6	18	algorithm	algorithm	NOUN
iajs-1074	6	19	for	for	ADP
iajs-1074	6	20	compressing	compress	VERB
iajs-1074	6	21	the	the	DET
iajs-1074	6	22	image	image	NOUN
iajs-1074	6	23	.	.	PUNCT
iajs-1074	7	1	in	in	ADP
iajs-1074	7	2	case	case	NOUN
iajs-1074	7	3	this	this	DET
iajs-1074	7	4	algorithm	algorithm	NOUN
iajs-1074	7	5	depends	depend	VERB
iajs-1074	7	6	upon	upon	SCONJ
iajs-1074	7	7	the	the	DET
iajs-1074	7	8	number	number	NOUN
iajs-1074	7	9	of	of	ADP
iajs-1074	7	10	neurons	neuron	NOUN
iajs-1074	7	11	in	in	ADP
iajs-1074	7	12	the	the	DET
iajs-1074	7	13	hidden	hide	VERB
iajs-1074	7	14	layer	layer	NOUN
iajs-1074	7	15	only	only	ADV
iajs-1074	7	16	the	the	DET
iajs-1074	7	17	above	above	ADJ
iajs-1074	7	18	mentioned	mention	VERB
iajs-1074	7	19	will	will	AUX
iajs-1074	7	20	not	not	PART
iajs-1074	7	21	be	be	AUX
iajs-1074	7	22	quite	quite	ADV
iajs-1074	7	23	enough	enough	ADJ
iajs-1074	7	24	to	to	PART
iajs-1074	7	25	reach	reach	VERB
iajs-1074	7	26	the	the	DET
iajs-1074	7	27	desired	desire	VERB
iajs-1074	7	28	results	result	NOUN
iajs-1074	7	29	,	,	PUNCT
iajs-1074	7	30	then	then	ADV
iajs-1074	7	31	we	we	PRON
iajs-1074	7	32	have	have	VERB
iajs-1074	7	33	to	to	PART
iajs-1074	7	34	take	take	VERB
iajs-1074	7	35	into	into	ADP
iajs-1074	7	36	consideration	consideration	NOUN
iajs-1074	7	37	the	the	DET
iajs-1074	7	38	standards	standard	NOUN
iajs-1074	7	39	which	which	PRON
iajs-1074	7	40	the	the	DET
iajs-1074	7	41	compression	compression	NOUN
iajs-1074	7	42	process	process	NOUN
iajs-1074	7	43	depend	depend	VERB
iajs-1074	7	44	on	on	ADP
iajs-1074	7	45	to	to	PART
iajs-1074	7	46	get	get	VERB
iajs-1074	7	47	the	the	DET
iajs-1074	7	48	best	good	ADJ
iajs-1074	7	49	results	result	NOUN
iajs-1074	7	50	.	.	PUNCT
iajs-1074	8	1	we	we	PRON
iajs-1074	8	2	have	have	AUX
iajs-1074	8	3	trained	train	VERB
iajs-1074	8	4	a	a	DET
iajs-1074	8	5	group	group	NOUN
iajs-1074	8	6	of	of	ADP
iajs-1074	8	7	tiff	tiff	NOUN
iajs-1074	8	8	images	image	NOUN
iajs-1074	8	9	with	with	ADP
iajs-1074	8	10	the	the	DET
iajs-1074	8	11	size	size	NOUN
iajs-1074	8	12	of	of	ADP
iajs-1074	8	13	(	(	PUNCT
iajs-1074	8	14	256	256	NUM
iajs-1074	8	15	*	*	NUM
iajs-1074	8	16	256	256	NUM
iajs-1074	8	17	)	)	PUNCT
iajs-1074	8	18	in	in	ADP
iajs-1074	8	19	our	our	PRON
iajs-1074	8	20	research	research	NOUN
iajs-1074	8	21	,	,	PUNCT
iajs-1074	8	22	compressed	compress	VERB
iajs-1074	8	23	them	they	PRON
iajs-1074	8	24	by	by	ADP
iajs-1074	8	25	using	use	VERB
iajs-1074	8	26	mlp	mlp	NOUN
iajs-1074	8	27	for	for	ADP
iajs-1074	8	28	each	each	DET
iajs-1074	8	29	compression	compression	NOUN
iajs-1074	8	30	process	process	NOUN
iajs-1074	8	31	the	the	DET
iajs-1074	8	32	number	number	NOUN
iajs-1074	8	33	of	of	ADP
iajs-1074	8	34	neurons	neuron	NOUN
iajs-1074	8	35	in	in	ADP
iajs-1074	8	36	the	the	DET
iajs-1074	8	37	hidden	hide	VERB
iajs-1074	8	38	layer	layer	NOUN
iajs-1074	8	39	was	be	AUX
iajs-1074	8	40	changing	change	VERB
iajs-1074	8	41	and	and	CCONJ
iajs-1074	8	42	calculating	calculate	VERB
iajs-1074	8	43	the	the	DET
iajs-1074	8	44	compression	compression	NOUN
iajs-1074	8	45	ratio	ratio	NOUN
iajs-1074	8	46	,	,	PUNCT
iajs-1074	8	47	mean	mean	NOUN
iajs-1074	8	48	square	square	ADJ
iajs-1074	8	49	error	error	NOUN
iajs-1074	8	50	and	and	CCONJ
iajs-1074	8	51	peak	peak	NOUN
iajs-1074	8	52	signal	signal	NOUN
iajs-1074	8	53	-	-	PUNCT
iajs-1074	8	54	to	to	ADP
iajs-1074	8	55	-	-	PUNCT
iajs-1074	8	56	noise	noise	NOUN
iajs-1074	8	57	ratio	ratio	NOUN
iajs-1074	8	58	to	to	PART
iajs-1074	8	59	compare	compare	VERB
iajs-1074	8	60	the	the	DET
iajs-1074	8	61	results	result	NOUN
iajs-1074	8	62	to	to	PART
iajs-1074	8	63	get	get	VERB
iajs-1074	8	64	the	the	DET
iajs-1074	8	65	value	value	NOUN
iajs-1074	8	66	of	of	ADP
iajs-1074	8	67	original	original	ADJ
iajs-1074	8	68	image	image	NOUN
iajs-1074	8	69	.	.	PUNCT
iajs-1074	9	1	the	the	DET
iajs-1074	9	2	findings	finding	NOUN
iajs-1074	9	3	of	of	ADP
iajs-1074	9	4	the	the	DET
iajs-1074	9	5	research	research	NOUN
iajs-1074	9	6	was	be	AUX
iajs-1074	9	7	the	the	DET
iajs-1074	9	8	desired	desire	VERB
iajs-1074	9	9	results	result	NOUN
iajs-1074	9	10	as	as	SCONJ
iajs-1074	9	11	the	the	DET
iajs-1074	9	12	compression	compression	NOUN
iajs-1074	9	13	ratio	ratio	NOUN
iajs-1074	9	14	was	be	AUX
iajs-1074	9	15	less	less	ADJ
iajs-1074	9	16	than	than	ADP
iajs-1074	9	17	five	five	NUM
iajs-1074	9	18	and	and	CCONJ
iajs-1074	9	19	a	a	DET
iajs-1074	9	20	few	few	ADJ
iajs-1074	9	21	mean	mean	NOUN
iajs-1074	9	22	square	square	ADJ
iajs-1074	9	23	error	error	NOUN
iajs-1074	9	24	thus	thus	ADV
iajs-1074	9	25	a	a	DET
iajs-1074	9	26	large	large	ADJ
iajs-1074	9	27	value	value	NOUN
iajs-1074	9	28	of	of	ADP
iajs-1074	9	29	peak	peak	NOUN
iajs-1074	9	30	signal	signal	NOUN
iajs-1074	9	31	-	-	PUNCT
iajs-1074	9	32	to	to	ADP
iajs-1074	9	33	-	-	PUNCT
iajs-1074	9	34	noise	noise	NOUN
iajs-1074	9	35	ratio	ratio	NOUN
iajs-1074	9	36	had	have	AUX
iajs-1074	9	37	been	be	AUX
iajs-1074	9	38	recorded	record	VERB
iajs-1074	9	39	.	.	PUNCT
iajs-1074	10	1	keywords	keyword	NOUN
iajs-1074	10	2	:	:	PUNCT
iajs-1074	10	3	image	image	NOUN
iajs-1074	10	4	compression	compression	NOUN
iajs-1074	10	5	,	,	PUNCT
iajs-1074	10	6	multilayer	multilayer	ADJ
iajs-1074	10	7	perceptron	perceptron	PROPN
iajs-1074	10	8	(	(	PUNCT
iajs-1074	10	9	mlp	mlp	PROPN
iajs-1074	10	10	)	)	PUNCT
iajs-1074	10	11	,	,	PUNCT
iajs-1074	10	12	back	back	ADJ
iajs-1074	10	13	-	-	PUNCT
iajs-1074	10	14	propagation	propagation	NOUN
iajs-1074	10	15	algorithm	algorithm	NOUN
iajs-1074	10	16	,	,	PUNCT
iajs-1074	10	17	compress	compress	VERB
iajs-1074	10	18	ratio	ratio	NOUN
iajs-1074	10	19	,	,	PUNCT
iajs-1074	10	20	mean	mean	NOUN
iajs-1074	10	21	square	square	ADJ
iajs-1074	10	22	error	error	NOUN
iajs-1074	10	23	(	(	PUNCT
iajs-1074	10	24	mse	mse	NOUN
iajs-1074	10	25	)	)	PUNCT
iajs-1074	10	26	,	,	PUNCT
iajs-1074	10	27	peak	peak	NOUN
iajs-1074	10	28	signal	signal	NOUN
iajs-1074	10	29	-	-	PUNCT
iajs-1074	10	30	to	to	ADP
iajs-1074	10	31	-	-	PUNCT
iajs-1074	10	32	noise	noise	NOUN
iajs-1074	10	33	ratio	ratio	NOUN
iajs-1074	10	34	(	(	PUNCT
iajs-1074	10	35	psnr	psnr	NOUN
iajs-1074	10	36	)	)	PUNCT
iajs-1074	10	37	computer	computer	NOUN
iajs-1074	10	38	|	|	ADV
iajs-1074	10	39	247	247	NUM
iajs-1074	10	40	7112	7112	NUM
iajs-1074	10	41	(	(	PUNCT
iajs-1074	10	42	1	1	NUM
iajs-1074	10	43	(	(	PUNCT
iajs-1074	10	44	العدد	العدد	PROPN
iajs-1074	10	45	)	)	PUNCT
iajs-1074	10	46	30مجلة	30مجلة	PROPN
iajs-1074	10	47	إبن	إبن	VERB
iajs-1074	10	48	الهيثم	الهيثم	ADJ
iajs-1074	10	49	للعلوم	للعلوم	NOUN
iajs-1074	10	50	الصرفة	الصرفة	NOUN
iajs-1074	11	1	و	و	PRON
iajs-1074	11	2	التطبيقية	التطبيقية	ADV
iajs-1074	11	3	المجلد	المجلد	ADV
iajs-1074	11	4	)	)	PUNCT
iajs-1074	12	1	ibn	ibn	PROPN
iajs-1074	12	2	al	al	PROPN
iajs-1074	12	3	-	-	PUNCT
iajs-1074	12	4	haitham	haitham	PROPN
iajs-1074	12	5	j.	j.	PROPN
iajs-1074	12	6	for	for	ADP
iajs-1074	12	7	pure	pure	PROPN
iajs-1074	12	8	&	&	CCONJ
iajs-1074	12	9	appl	appl	PROPN
iajs-1074	12	10	.	.	PUNCT
iajs-1074	13	1	sci	sci	PROPN
iajs-1074	13	2	.	.	PUNCT
iajs-1074	14	1	vol.03	vol.03	PROPN
iajs-1074	14	2	(	(	PUNCT
iajs-1074	14	3	1	1	NUM
iajs-1074	14	4	)	)	PUNCT
iajs-1074	14	5	2017	2017	NUM
iajs-1074	14	6	introduction	introduction	NOUN
iajs-1074	14	7	the	the	DET
iajs-1074	14	8	use	use	NOUN
iajs-1074	14	9	of	of	ADP
iajs-1074	14	10	images	image	NOUN
iajs-1074	14	11	and	and	CCONJ
iajs-1074	14	12	exchanging	exchange	VERB
iajs-1074	14	13	it	it	PRON
iajs-1074	14	14	become	become	VERB
iajs-1074	14	15	an	an	DET
iajs-1074	14	16	ordinary	ordinary	ADJ
iajs-1074	14	17	matter	matter	NOUN
iajs-1074	14	18	during	during	ADP
iajs-1074	14	19	our	our	PRON
iajs-1074	14	20	dealings	dealing	NOUN
iajs-1074	14	21	with	with	ADP
iajs-1074	14	22	the	the	DET
iajs-1074	14	23	computer	computer	NOUN
iajs-1074	14	24	or	or	CCONJ
iajs-1074	14	25	the	the	DET
iajs-1074	14	26	internet	internet	NOUN
iajs-1074	14	27	,	,	PUNCT
iajs-1074	14	28	because	because	SCONJ
iajs-1074	14	29	of	of	ADP
iajs-1074	14	30	the	the	DET
iajs-1074	14	31	wide	wide	ADJ
iajs-1074	14	32	use	use	NOUN
iajs-1074	14	33	of	of	ADP
iajs-1074	14	34	computer	computer	NOUN
iajs-1074	14	35	and	and	CCONJ
iajs-1074	14	36	facebook	facebook	NOUN
iajs-1074	14	37	and	and	CCONJ
iajs-1074	14	38	other	other	ADJ
iajs-1074	14	39	social	social	ADJ
iajs-1074	14	40	media	medium	NOUN
iajs-1074	14	41	needed	need	VERB
iajs-1074	14	42	to	to	PART
iajs-1074	14	43	be	be	AUX
iajs-1074	14	44	compressed	compress	VERB
iajs-1074	14	45	according	accord	VERB
iajs-1074	14	46	to	to	ADP
iajs-1074	14	47	the	the	DET
iajs-1074	14	48	requirements	requirement	NOUN
iajs-1074	14	49	of	of	ADP
iajs-1074	14	50	work	work	NOUN
iajs-1074	14	51	.	.	PUNCT
iajs-1074	15	1	compression	compression	NOUN
iajs-1074	15	2	,	,	PUNCT
iajs-1074	15	3	its	its	PRON
iajs-1074	15	4	goal	goal	NOUN
iajs-1074	15	5	is	be	AUX
iajs-1074	15	6	the	the	DET
iajs-1074	15	7	process	process	NOUN
iajs-1074	15	8	of	of	ADP
iajs-1074	15	9	reducing	reduce	VERB
iajs-1074	15	10	the	the	DET
iajs-1074	15	11	amount	amount	NOUN
iajs-1074	15	12	of	of	ADP
iajs-1074	15	13	data	datum	NOUN
iajs-1074	15	14	that	that	PRON
iajs-1074	15	15	we	we	PRON
iajs-1074	15	16	need	need	VERB
iajs-1074	15	17	to	to	PART
iajs-1074	15	18	storage	storage	VERB
iajs-1074	15	19	it	it	PRON
iajs-1074	15	20	in	in	ADP
iajs-1074	15	21	one	one	NUM
iajs-1074	15	22	of	of	ADP
iajs-1074	15	23	the	the	DET
iajs-1074	15	24	storage	storage	NOUN
iajs-1074	15	25	media	medium	NOUN
iajs-1074	15	26	,	,	PUNCT
iajs-1074	15	27	or	or	CCONJ
iajs-1074	15	28	that	that	PRON
iajs-1074	15	29	need	need	VERB
iajs-1074	15	30	to	to	PART
iajs-1074	15	31	be	be	AUX
iajs-1074	15	32	transferred	transfer	VERB
iajs-1074	15	33	over	over	ADP
iajs-1074	15	34	the	the	DET
iajs-1074	15	35	network	network	NOUN
iajs-1074	15	36	,	,	PUNCT
iajs-1074	15	37	in	in	ADP
iajs-1074	15	38	order	order	NOUN
iajs-1074	15	39	to	to	PART
iajs-1074	15	40	speed	speed	VERB
iajs-1074	15	41	up	up	ADP
iajs-1074	15	42	the	the	DET
iajs-1074	15	43	transmission	transmission	NOUN
iajs-1074	15	44	process	process	NOUN
iajs-1074	15	45	.the	.the	DET
iajs-1074	15	46	measurements	measurement	NOUN
iajs-1074	15	47	used	use	VERB
iajs-1074	15	48	to	to	PART
iajs-1074	15	49	compress	compress	VERB
iajs-1074	15	50	the	the	DET
iajs-1074	15	51	data	datum	NOUN
iajs-1074	15	52	are	be	AUX
iajs-1074	15	53	different	different	ADJ
iajs-1074	15	54	according	accord	VERB
iajs-1074	15	55	to	to	ADP
iajs-1074	15	56	the	the	DET
iajs-1074	15	57	difference	difference	NOUN
iajs-1074	15	58	of	of	ADP
iajs-1074	15	59	the	the	DET
iajs-1074	15	60	kind	kind	NOUN
iajs-1074	15	61	of	of	ADP
iajs-1074	15	62	compression	compression	NOUN
iajs-1074	15	63	used	use	VERB
iajs-1074	15	64	by	by	ADP
iajs-1074	15	65	and	and	CCONJ
iajs-1074	15	66	the	the	DET
iajs-1074	15	67	method	method	NOUN
iajs-1074	15	68	of	of	ADP
iajs-1074	15	69	application	application	NOUN
iajs-1074	15	70	,	,	PUNCT
iajs-1074	15	71	which	which	PRON
iajs-1074	15	72	are	be	AUX
iajs-1074	15	73	used	use	VERB
iajs-1074	15	74	where	where	SCONJ
iajs-1074	15	75	the	the	DET
iajs-1074	15	76	style	style	NOUN
iajs-1074	15	77	of	of	ADP
iajs-1074	15	78	compression	compression	NOUN
iajs-1074	15	79	used	use	VERB
iajs-1074	15	80	is	be	AUX
iajs-1074	15	81	classified	classify	VERB
iajs-1074	15	82	in	in	ADP
iajs-1074	15	83	two	two	NUM
iajs-1074	15	84	types	type	NOUN
iajs-1074	15	85	:	:	PUNCT
iajs-1074	15	86	the	the	DET
iajs-1074	15	87	first	first	ADJ
iajs-1074	15	88	type	type	NOUN
iajs-1074	15	89	is	be	AUX
iajs-1074	15	90	called	call	VERB
iajs-1074	15	91	"	"	PUNCT
iajs-1074	15	92	lossy	lossy	ADJ
iajs-1074	15	93	data	data	NOUN
iajs-1074	15	94	compression	compression	NOUN
iajs-1074	15	95	"	"	PUNCT
iajs-1074	15	96	the	the	DET
iajs-1074	15	97	compressed	compressed	ADJ
iajs-1074	15	98	file	file	NOUN
iajs-1074	15	99	as	as	SCONJ
iajs-1074	15	100	we	we	PRON
iajs-1074	15	101	decompressing	decompress	VERB
iajs-1074	15	102	it	it	PRON
iajs-1074	15	103	,	,	PUNCT
iajs-1074	15	104	we	we	PRON
iajs-1074	15	105	will	will	AUX
iajs-1074	15	106	not	not	PART
iajs-1074	15	107	get	get	VERB
iajs-1074	15	108	a	a	DET
iajs-1074	15	109	copy	copy	NOUN
iajs-1074	15	110	of	of	ADP
iajs-1074	15	111	it	it	PRON
iajs-1074	15	112	which	which	PRON
iajs-1074	15	113	will	will	AUX
iajs-1074	15	114	be	be	AUX
iajs-1074	15	115	identical	identical	ADJ
iajs-1074	15	116	to	to	ADP
iajs-1074	15	117	original	original	ADJ
iajs-1074	15	118	file	file	NOUN
iajs-1074	15	119	completely	completely	ADV
iajs-1074	15	120	,	,	PUNCT
iajs-1074	15	121	but	but	CCONJ
iajs-1074	15	122	we	we	PRON
iajs-1074	15	123	can	can	AUX
iajs-1074	15	124	get	get	VERB
iajs-1074	15	125	,	,	PUNCT
iajs-1074	15	126	for	for	ADP
iajs-1074	15	127	example	example	NOUN
iajs-1074	15	128	,	,	PUNCT
iajs-1074	15	129	90	90	NUM
iajs-1074	15	130	%	%	NOUN
iajs-1074	15	131	or	or	CCONJ
iajs-1074	15	132	80	80	NUM
iajs-1074	15	133	%	%	NOUN
iajs-1074	15	134	of	of	ADP
iajs-1074	15	135	it	it	PRON
iajs-1074	15	136	so	so	SCONJ
iajs-1074	15	137	that	that	SCONJ
iajs-1074	15	138	we	we	PRON
iajs-1074	15	139	have	have	VERB
iajs-1074	15	140	the	the	DET
iajs-1074	15	141	important	important	ADJ
iajs-1074	15	142	information	information	NOUN
iajs-1074	15	143	only	only	ADV
iajs-1074	15	144	that	that	PRON
iajs-1074	15	145	means	mean	VERB
iajs-1074	15	146	we	we	PRON
iajs-1074	15	147	are	be	AUX
iajs-1074	15	148	going	go	VERB
iajs-1074	15	149	to	to	PART
iajs-1074	15	150	get	get	VERB
iajs-1074	15	151	a	a	DET
iajs-1074	15	152	file	file	NOUN
iajs-1074	15	153	similar	similar	ADJ
iajs-1074	15	154	to	to	ADP
iajs-1074	15	155	the	the	DET
iajs-1074	15	156	original	original	ADJ
iajs-1074	15	157	file	file	NOUN
iajs-1074	15	158	,	,	PUNCT
iajs-1074	15	159	but	but	CCONJ
iajs-1074	15	160	its	its	PRON
iajs-1074	15	161	quality	quality	NOUN
iajs-1074	15	162	is	be	AUX
iajs-1074	15	163	less	less	ADJ
iajs-1074	15	164	than	than	ADP
iajs-1074	15	165	the	the	DET
iajs-1074	15	166	quality	quality	NOUN
iajs-1074	15	167	of	of	ADP
iajs-1074	15	168	the	the	DET
iajs-1074	15	169	original	original	ADJ
iajs-1074	15	170	file	file	NOUN
iajs-1074	15	171	and	and	CCONJ
iajs-1074	15	172	this	this	DET
iajs-1074	15	173	type	type	NOUN
iajs-1074	15	174	of	of	ADP
iajs-1074	15	175	compression	compression	NOUN
iajs-1074	15	176	is	be	AUX
iajs-1074	15	177	well	well	ADV
iajs-1074	15	178	suited	suited	ADJ
iajs-1074	15	179	for	for	ADP
iajs-1074	15	180	multimedia	multimedia	NOUN
iajs-1074	15	181	files	file	NOUN
iajs-1074	15	182	as	as	ADP
iajs-1074	15	183	audio	audio	NOUN
iajs-1074	15	184	,	,	PUNCT
iajs-1074	15	185	image	image	NOUN
iajs-1074	15	186	and	and	CCONJ
iajs-1074	15	187	video	video	NOUN
iajs-1074	15	188	files	file	NOUN
iajs-1074	15	189	.	.	PUNCT
iajs-1074	16	1	this	this	DET
iajs-1074	16	2	method	method	NOUN
iajs-1074	16	3	is	be	AUX
iajs-1074	16	4	used	use	VERB
iajs-1074	16	5	if	if	SCONJ
iajs-1074	16	6	you	you	PRON
iajs-1074	16	7	want	want	VERB
iajs-1074	16	8	to	to	PART
iajs-1074	16	9	get	get	VERB
iajs-1074	16	10	a	a	DET
iajs-1074	16	11	very	very	ADV
iajs-1074	16	12	high	high	ADJ
iajs-1074	16	13	compression	compression	NOUN
iajs-1074	16	14	ratio	ratio	NOUN
iajs-1074	16	15	and	and	CCONJ
iajs-1074	16	16	there	there	PRON
iajs-1074	16	17	is	be	VERB
iajs-1074	16	18	no	no	DET
iajs-1074	16	19	essential	essential	ADJ
iajs-1074	16	20	need	need	NOUN
iajs-1074	16	21	that	that	SCONJ
iajs-1074	16	22	the	the	DET
iajs-1074	16	23	output	output	NOUN
iajs-1074	16	24	after	after	SCONJ
iajs-1074	16	25	the	the	DET
iajs-1074	16	26	compression	compression	NOUN
iajs-1074	16	27	process	process	NOUN
iajs-1074	16	28	should	should	AUX
iajs-1074	16	29	be	be	AUX
iajs-1074	16	30	identical	identical	ADJ
iajs-1074	16	31	to	to	ADP
iajs-1074	16	32	the	the	DET
iajs-1074	16	33	original	original	ADJ
iajs-1074	16	34	file	file	NOUN
iajs-1074	16	35	completely	completely	ADV
iajs-1074	16	36	[	[	X
iajs-1074	16	37	1	1	NUM
iajs-1074	16	38	]	]	PUNCT
iajs-1074	16	39	.	.	PUNCT
iajs-1074	17	1	the	the	DET
iajs-1074	17	2	second	second	ADJ
iajs-1074	17	3	type	type	NOUN
iajs-1074	17	4	is	be	AUX
iajs-1074	17	5	"	"	PUNCT
iajs-1074	17	6	lossless	lossless	ADJ
iajs-1074	17	7	data	datum	NOUN
iajs-1074	17	8	compression	compression	NOUN
iajs-1074	17	9	"	"	PUNCT
iajs-1074	17	10	,	,	PUNCT
iajs-1074	17	11	in	in	ADP
iajs-1074	17	12	this	this	DET
iajs-1074	17	13	type	type	NOUN
iajs-1074	17	14	the	the	DET
iajs-1074	17	15	compressed	compressed	ADJ
iajs-1074	17	16	file	file	NOUN
iajs-1074	17	17	should	should	AUX
iajs-1074	17	18	be	be	AUX
iajs-1074	17	19	identical	identical	ADJ
iajs-1074	17	20	to	to	ADP
iajs-1074	17	21	the	the	DET
iajs-1074	17	22	original	original	ADJ
iajs-1074	17	23	file	file	NOUN
iajs-1074	17	24	after	after	ADP
iajs-1074	17	25	opening	open	VERB
iajs-1074	17	26	it	it	PRON
iajs-1074	17	27	,	,	PUNCT
iajs-1074	17	28	that	that	PRON
iajs-1074	17	29	means	mean	VERB
iajs-1074	17	30	there	there	PRON
iajs-1074	17	31	is	be	VERB
iajs-1074	17	32	no	no	DET
iajs-1074	17	33	loss	loss	NOUN
iajs-1074	17	34	of	of	ADP
iajs-1074	17	35	information	information	NOUN
iajs-1074	17	36	hence	hence	ADV
iajs-1074	17	37	the	the	DET
iajs-1074	17	38	name	name	NOUN
iajs-1074	17	39	came	come	VERB
iajs-1074	17	40	of	of	ADP
iajs-1074	17	41	this	this	DET
iajs-1074	17	42	calling	calling	NOUN
iajs-1074	17	43	.	.	PUNCT
iajs-1074	18	1	this	this	DET
iajs-1074	18	2	type	type	NOUN
iajs-1074	18	3	must	must	AUX
iajs-1074	18	4	be	be	AUX
iajs-1074	18	5	used	use	VERB
iajs-1074	18	6	with	with	ADP
iajs-1074	18	7	files	file	NOUN
iajs-1074	18	8	as	as	ADP
iajs-1074	18	9	executable	executable	ADJ
iajs-1074	18	10	files	file	NOUN
iajs-1074	18	11	"	"	PUNCT
iajs-1074	18	12	exe	exe	NOUN
iajs-1074	18	13	"	"	PUNCT
iajs-1074	18	14	and	and	CCONJ
iajs-1074	18	15	text	text	NOUN
iajs-1074	18	16	files	file	NOUN
iajs-1074	18	17	"	"	PUNCT
iajs-1074	18	18	txt	txt	PROPN
iajs-1074	18	19	,	,	PUNCT
iajs-1074	18	20	doc	doc	PROPN
iajs-1074	18	21	....	....	PUNCT
iajs-1074	18	22	etc	etc	X
iajs-1074	18	23	"	"	PUNCT
iajs-1074	18	24	.	.	PUNCT
iajs-1074	19	1	image	image	NOUN
iajs-1074	19	2	compression	compression	NOUN
iajs-1074	19	3	is	be	AUX
iajs-1074	19	4	used	use	VERB
iajs-1074	19	5	to	to	PART
iajs-1074	19	6	reduce	reduce	VERB
iajs-1074	19	7	the	the	DET
iajs-1074	19	8	irrelevance	irrelevance	NOUN
iajs-1074	19	9	and	and	CCONJ
iajs-1074	19	10	repetition	repetition	NOUN
iajs-1074	19	11	of	of	ADP
iajs-1074	19	12	the	the	DET
iajs-1074	19	13	image	image	NOUN
iajs-1074	19	14	data	datum	NOUN
iajs-1074	19	15	in	in	ADP
iajs-1074	19	16	order	order	NOUN
iajs-1074	19	17	to	to	PART
iajs-1074	19	18	be	be	AUX
iajs-1074	19	19	capable	capable	ADJ
iajs-1074	19	20	of	of	ADP
iajs-1074	19	21	storage	storage	NOUN
iajs-1074	19	22	or	or	CCONJ
iajs-1074	19	23	transferring	transfer	VERB
iajs-1074	19	24	data	datum	NOUN
iajs-1074	19	25	in	in	ADP
iajs-1074	19	26	an	an	DET
iajs-1074	19	27	effective	effective	ADJ
iajs-1074	19	28	form	form	NOUN
iajs-1074	19	29	for	for	ADP
iajs-1074	19	30	using	use	VERB
iajs-1074	19	31	it	it	PRON
iajs-1074	19	32	in	in	ADP
iajs-1074	19	33	many	many	ADJ
iajs-1074	19	34	of	of	ADP
iajs-1074	19	35	the	the	DET
iajs-1074	19	36	important	important	ADJ
iajs-1074	19	37	fields	field	NOUN
iajs-1074	19	38	,	,	PUNCT
iajs-1074	19	39	including	include	VERB
iajs-1074	19	40	the	the	DET
iajs-1074	19	41	areas	area	NOUN
iajs-1074	19	42	of	of	ADP
iajs-1074	19	43	communications	communication	NOUN
iajs-1074	19	44	and	and	CCONJ
iajs-1074	19	45	data	datum	NOUN
iajs-1074	19	46	storage	storage	NOUN
iajs-1074	19	47	[	[	X
iajs-1074	19	48	2	2	NUM
iajs-1074	19	49	]	]	PUNCT
iajs-1074	19	50	.	.	PUNCT
iajs-1074	20	1	there	there	PRON
iajs-1074	20	2	are	be	VERB
iajs-1074	20	3	plenty	plenty	NOUN
iajs-1074	20	4	of	of	ADP
iajs-1074	20	5	available	available	ADJ
iajs-1074	20	6	techniques	technique	NOUN
iajs-1074	20	7	for	for	ADP
iajs-1074	20	8	image	image	NOUN
iajs-1074	20	9	compression	compression	NOUN
iajs-1074	20	10	,	,	PUNCT
iajs-1074	20	11	including	include	VERB
iajs-1074	20	12	:	:	PUNCT
iajs-1074	20	13	lzw	lzw	NOUN
iajs-1074	20	14	,	,	PUNCT
iajs-1074	20	15	zip	zip	NOUN
iajs-1074	20	16	,	,	PUNCT
iajs-1074	20	17	dct	dct	PROPN
iajs-1074	20	18	which	which	PRON
iajs-1074	20	19	are	be	AUX
iajs-1074	20	20	working	work	VERB
iajs-1074	20	21	to	to	PART
iajs-1074	20	22	encrypt	encrypt	VERB
iajs-1074	20	23	the	the	DET
iajs-1074	20	24	information	information	NOUN
iajs-1074	20	25	to	to	PART
iajs-1074	20	26	reduce	reduce	VERB
iajs-1074	20	27	the	the	DET
iajs-1074	20	28	image	image	NOUN
iajs-1074	20	29	data	datum	NOUN
iajs-1074	20	30	to	to	PART
iajs-1074	20	31	be	be	AUX
iajs-1074	20	32	able	able	ADJ
iajs-1074	20	33	for	for	ADP
iajs-1074	20	34	storage	storage	NOUN
iajs-1074	20	35	and	and	CCONJ
iajs-1074	20	36	transmitting	transmitting	NOUN
iajs-1074	20	37	which	which	PRON
iajs-1074	20	38	used	use	VERB
iajs-1074	20	39	coder	coder	NOUN
iajs-1074	20	40	and	and	CCONJ
iajs-1074	20	41	decoder	decoder	NOUN
iajs-1074	20	42	algorithm	algorithm	NOUN
iajs-1074	20	43	for	for	ADP
iajs-1074	20	44	compressing	compress	VERB
iajs-1074	20	45	the	the	DET
iajs-1074	20	46	image	image	NOUN
iajs-1074	20	47	but	but	CCONJ
iajs-1074	20	48	in	in	ADP
iajs-1074	20	49	this	this	DET
iajs-1074	20	50	paper	paper	NOUN
iajs-1074	20	51	we	we	PRON
iajs-1074	20	52	will	will	AUX
iajs-1074	20	53	discuss	discuss	VERB
iajs-1074	20	54	another	another	DET
iajs-1074	20	55	type	type	NOUN
iajs-1074	20	56	of	of	ADP
iajs-1074	20	57	compression	compression	NOUN
iajs-1074	20	58	which	which	PRON
iajs-1074	20	59	use	use	VERB
iajs-1074	20	60	neural	neural	ADJ
iajs-1074	20	61	networks	network	NOUN
iajs-1074	20	62	which	which	PRON
iajs-1074	20	63	is	be	AUX
iajs-1074	20	64	multilayer	multilayer	ADJ
iajs-1074	20	65	perceptron	perceptron	NOUN
iajs-1074	20	66	where	where	SCONJ
iajs-1074	20	67	do	do	AUX
iajs-1074	20	68	not	not	PART
iajs-1074	20	69	need	need	VERB
iajs-1074	20	70	coder	coder	NOUN
iajs-1074	20	71	and	and	CCONJ
iajs-1074	20	72	decoder	decoder	NOUN
iajs-1074	20	73	algorithm	algorithm	NOUN
iajs-1074	20	74	hence	hence	ADV
iajs-1074	20	75	it	it	PRON
iajs-1074	20	76	uses	use	VERB
iajs-1074	20	77	back	back	ADJ
iajs-1074	20	78	-	-	PUNCT
iajs-1074	20	79	propagation	propagation	NOUN
iajs-1074	20	80	algorithm	algorithm	NOUN
iajs-1074	20	81	alternative	alternative	NOUN
iajs-1074	20	82	to	to	ADP
iajs-1074	20	83	them	they	PRON
iajs-1074	20	84	for	for	ADP
iajs-1074	20	85	image	image	NOUN
iajs-1074	20	86	compression	compression	NOUN
iajs-1074	20	87	.	.	PUNCT
iajs-1074	21	1	(	(	PUNCT
iajs-1074	21	2	see	see	VERB
iajs-1074	21	3	figure.1	figure.1	PROPN
iajs-1074	21	4	)	)	PUNCT
iajs-1074	21	5	.	.	PUNCT
iajs-1074	22	1	multilayered	multilayered	PROPN
iajs-1074	22	2	perceptron	perceptron	PROPN
iajs-1074	22	3	(	(	PUNCT
iajs-1074	22	4	mlp	mlp	PROPN
iajs-1074	22	5	)	)	PUNCT
iajs-1074	22	6	is	be	AUX
iajs-1074	22	7	an	an	DET
iajs-1074	22	8	artificial	artificial	ADJ
iajs-1074	22	9	neural	neural	ADJ
iajs-1074	22	10	network	network	NOUN
iajs-1074	22	11	(	(	PUNCT
iajs-1074	22	12	ann	ann	PROPN
iajs-1074	22	13	)	)	PUNCT
iajs-1074	22	14	which	which	PRON
iajs-1074	22	15	uses	use	VERB
iajs-1074	22	16	the	the	DET
iajs-1074	22	17	back	back	ADJ
iajs-1074	22	18	propagation	propagation	NOUN
iajs-1074	22	19	algorithm	algorithm	NOUN
iajs-1074	22	20	for	for	ADP
iajs-1074	22	21	the	the	DET
iajs-1074	22	22	compression	compression	NOUN
iajs-1074	22	23	of	of	ADP
iajs-1074	22	24	an	an	DET
iajs-1074	22	25	image	image	NOUN
iajs-1074	22	26	[	[	X
iajs-1074	22	27	3	3	NUM
iajs-1074	22	28	]	]	PUNCT
iajs-1074	22	29	.	.	PUNCT
iajs-1074	23	1	if	if	SCONJ
iajs-1074	23	2	we	we	PRON
iajs-1074	23	3	made	make	VERB
iajs-1074	23	4	the	the	DET
iajs-1074	23	5	network	network	NOUN
iajs-1074	23	6	depend	depend	VERB
iajs-1074	23	7	upon	upon	SCONJ
iajs-1074	23	8	the	the	DET
iajs-1074	23	9	number	number	NOUN
iajs-1074	23	10	of	of	ADP
iajs-1074	23	11	neurons	neuron	NOUN
iajs-1074	23	12	in	in	ADP
iajs-1074	23	13	hidden	hide	VERB
iajs-1074	23	14	layer	layer	NOUN
iajs-1074	23	15	it	it	PRON
iajs-1074	23	16	could	could	AUX
iajs-1074	23	17	reaches	reach	VERB
iajs-1074	23	18	to	to	ADP
iajs-1074	23	19	the	the	DET
iajs-1074	23	20	desired	desire	VERB
iajs-1074	23	21	output	output	NOUN
iajs-1074	23	22	and	and	CCONJ
iajs-1074	23	23	how	how	SCONJ
iajs-1074	23	24	many	many	ADJ
iajs-1074	23	25	numbers	number	NOUN
iajs-1074	23	26	of	of	ADP
iajs-1074	23	27	neurons	neuron	NOUN
iajs-1074	23	28	do	do	AUX
iajs-1074	23	29	we	we	PRON
iajs-1074	23	30	really	really	ADV
iajs-1074	23	31	need	need	VERB
iajs-1074	23	32	at	at	ADP
iajs-1074	23	33	least	least	ADJ
iajs-1074	23	34	to	to	PART
iajs-1074	23	35	be	be	AUX
iajs-1074	23	36	capable	capable	ADJ
iajs-1074	23	37	for	for	ADP
iajs-1074	23	38	the	the	DET
iajs-1074	23	39	compression	compression	NOUN
iajs-1074	23	40	then	then	ADV
iajs-1074	23	41	in	in	ADP
iajs-1074	23	42	case	case	NOUN
iajs-1074	23	43	the	the	DET
iajs-1074	23	44	numbers	number	NOUN
iajs-1074	23	45	of	of	ADP
iajs-1074	23	46	neurons	neuron	NOUN
iajs-1074	23	47	are	be	AUX
iajs-1074	23	48	not	not	PART
iajs-1074	23	49	enough	enough	ADJ
iajs-1074	23	50	to	to	PART
iajs-1074	23	51	compress	compress	VERB
iajs-1074	23	52	the	the	DET
iajs-1074	23	53	image	image	NOUN
iajs-1074	23	54	and	and	CCONJ
iajs-1074	23	55	how	how	SCONJ
iajs-1074	23	56	we	we	PRON
iajs-1074	23	57	avoid	avoid	VERB
iajs-1074	23	58	this	this	PRON
iajs-1074	23	59	.	.	PUNCT
iajs-1074	24	1	at	at	ADP
iajs-1074	24	2	the	the	DET
iajs-1074	24	3	beginning	beginning	NOUN
iajs-1074	24	4	we	we	PRON
iajs-1074	24	5	must	must	AUX
iajs-1074	24	6	describe	describe	VERB
iajs-1074	24	7	the	the	DET
iajs-1074	24	8	structure	structure	NOUN
iajs-1074	24	9	of	of	ADP
iajs-1074	24	10	certain	certain	ADJ
iajs-1074	24	11	method	method	NOUN
iajs-1074	24	12	used	use	VERB
iajs-1074	24	13	as	as	ADV
iajs-1074	24	14	well	well	ADV
iajs-1074	24	15	as	as	ADP
iajs-1074	24	16	the	the	DET
iajs-1074	24	17	dependable	dependable	ADJ
iajs-1074	24	18	standard	standard	ADJ
iajs-1074	24	19	criteria	criterion	NOUN
iajs-1074	24	20	to	to	PART
iajs-1074	24	21	measure	measure	VERB
iajs-1074	24	22	the	the	DET
iajs-1074	24	23	method	method	ADJ
iajs-1074	24	24	competence	competence	NOUN
iajs-1074	24	25	.	.	PUNCT
iajs-1074	25	1	we	we	PRON
iajs-1074	25	2	have	have	AUX
iajs-1074	25	3	selected	select	VERB
iajs-1074	25	4	a	a	DET
iajs-1074	25	5	group	group	NOUN
iajs-1074	25	6	of	of	ADP
iajs-1074	25	7	tiff	tiff	NOUN
iajs-1074	25	8	images	image	NOUN
iajs-1074	25	9	(	(	PUNCT
iajs-1074	25	10	256	256	NUM
iajs-1074	25	11	×	×	NOUN
iajs-1074	25	12	256	256	NUM
iajs-1074	25	13	)	)	PUNCT
iajs-1074	25	14	then	then	ADV
iajs-1074	25	15	compress	compress	VERB
iajs-1074	25	16	them	they	PRON
iajs-1074	25	17	by	by	ADP
iajs-1074	25	18	using	use	VERB
iajs-1074	25	19	mlp	mlp	PROPN
iajs-1074	25	20	,	,	PUNCT
iajs-1074	25	21	where	where	SCONJ
iajs-1074	25	22	format	format	NOUN
iajs-1074	25	23	tiff	tiff	NOUN
iajs-1074	25	24	is	be	AUX
iajs-1074	25	25	non	non	ADJ
iajs-1074	25	26	-	-	ADJ
iajs-1074	25	27	famous	famous	ADJ
iajs-1074	25	28	formula	formula	NOUN
iajs-1074	25	29	with	with	ADP
iajs-1074	25	30	ordinary	ordinary	ADJ
iajs-1074	25	31	users	user	NOUN
iajs-1074	25	32	,	,	PUNCT
iajs-1074	25	33	but	but	CCONJ
iajs-1074	25	34	most	most	ADV
iajs-1074	25	35	well	well	ADV
iajs-1074	25	36	-	-	PUNCT
iajs-1074	25	37	known	know	VERB
iajs-1074	25	38	among	among	ADP
iajs-1074	25	39	graphic	graphic	ADJ
iajs-1074	25	40	designers	designer	NOUN
iajs-1074	25	41	and	and	CCONJ
iajs-1074	25	42	photographers	photographer	NOUN
iajs-1074	25	43	and	and	CCONJ
iajs-1074	25	44	workers	worker	NOUN
iajs-1074	25	45	in	in	ADP
iajs-1074	25	46	the	the	DET
iajs-1074	25	47	field	field	NOUN
iajs-1074	25	48	of	of	ADP
iajs-1074	25	49	desktop	desktop	NOUN
iajs-1074	25	50	publishing	publishing	NOUN
iajs-1074	25	51	,	,	PUNCT
iajs-1074	25	52	as	as	SCONJ
iajs-1074	25	53	it	it	PRON
iajs-1074	25	54	is	be	AUX
iajs-1074	25	55	famous	famous	ADJ
iajs-1074	25	56	among	among	ADP
iajs-1074	25	57	apple	apple	NOUN
iajs-1074	25	58	users	user	NOUN
iajs-1074	25	59	,	,	PUNCT
iajs-1074	25	60	which	which	PRON
iajs-1074	25	61	is	be	AUX
iajs-1074	25	62	a	a	DET
iajs-1074	25	63	very	very	ADV
iajs-1074	25	64	flexible	flexible	ADJ
iajs-1074	25	65	format	format	NOUN
iajs-1074	25	66	and	and	CCONJ
iajs-1074	25	67	supports	support	VERB
iajs-1074	25	68	the	the	DET
iajs-1074	25	69	compression	compression	NOUN
iajs-1074	25	70	.	.	PUNCT
iajs-1074	26	1	computer	computer	NOUN
iajs-1074	26	2	|	|	ADV
iajs-1074	26	3	248	248	NUM
iajs-1074	26	4	7112	7112	NUM
iajs-1074	26	5	(	(	PUNCT
iajs-1074	26	6	1	1	NUM
iajs-1074	26	7	(	(	PUNCT
iajs-1074	26	8	العدد	العدد	PROPN
iajs-1074	26	9	)	)	PUNCT
iajs-1074	26	10	30مجلة	30مجلة	PROPN
iajs-1074	26	11	إبن	إبن	VERB
iajs-1074	26	12	الهيثم	الهيثم	ADJ
iajs-1074	26	13	للعلوم	للعلوم	NOUN
iajs-1074	26	14	الصرفة	الصرفة	NOUN
iajs-1074	27	1	و	و	PRON
iajs-1074	27	2	التطبيقية	التطبيقية	ADV
iajs-1074	27	3	المجلد	المجلد	ADV
iajs-1074	27	4	)	)	PUNCT
iajs-1074	28	1	ibn	ibn	PROPN
iajs-1074	28	2	al	al	PROPN
iajs-1074	28	3	-	-	PUNCT
iajs-1074	28	4	haitham	haitham	PROPN
iajs-1074	28	5	j.	j.	PROPN
iajs-1074	28	6	for	for	ADP
iajs-1074	28	7	pure	pure	PROPN
iajs-1074	28	8	&	&	CCONJ
iajs-1074	28	9	appl	appl	PROPN
iajs-1074	28	10	.	.	PUNCT
iajs-1074	29	1	sci	sci	PROPN
iajs-1074	29	2	.	.	PUNCT
iajs-1074	30	1	vol.03	vol.03	PROPN
iajs-1074	30	2	(	(	PUNCT
iajs-1074	30	3	1	1	NUM
iajs-1074	30	4	)	)	PUNCT
iajs-1074	30	5	2017	2017	NUM
iajs-1074	30	6	multilayer	multilayer	NOUN
iajs-1074	30	7	perceptron	perceptron	PROPN
iajs-1074	30	8	model	model	NOUN
iajs-1074	30	9	with	with	ADP
iajs-1074	30	10	back	back	NOUN
iajs-1074	30	11	propagation	propagation	NOUN
iajs-1074	30	12	learning	learn	VERB
iajs-1074	30	13	for	for	ADP
iajs-1074	30	14	image	image	NOUN
iajs-1074	30	15	compression	compression	NOUN
iajs-1074	30	16	the	the	DET
iajs-1074	30	17	human	human	ADJ
iajs-1074	30	18	brain	brain	NOUN
iajs-1074	30	19	consists	consist	VERB
iajs-1074	30	20	of	of	ADP
iajs-1074	30	21	about	about	ADV
iajs-1074	30	22	ten	ten	NUM
iajs-1074	30	23	billion	billion	NUM
iajs-1074	30	24	neurons	neuron	NOUN
iajs-1074	30	25	which	which	PRON
iajs-1074	30	26	have	have	VERB
iajs-1074	30	27	complex	complex	ADJ
iajs-1074	30	28	functions	function	NOUN
iajs-1074	30	29	and	and	CCONJ
iajs-1074	30	30	high	high	ADJ
iajs-1074	30	31	structural	structural	ADJ
iajs-1074	30	32	regulation	regulation	NOUN
iajs-1074	30	33	.	.	PUNCT
iajs-1074	31	1	those	those	DET
iajs-1074	31	2	dense	dense	ADJ
iajs-1074	31	3	interconnected	interconnected	ADJ
iajs-1074	31	4	units	unit	NOUN
iajs-1074	31	5	,	,	PUNCT
iajs-1074	31	6	resulting	result	VERB
iajs-1074	31	7	in	in	ADP
iajs-1074	31	8	a	a	DET
iajs-1074	31	9	very	very	ADV
iajs-1074	31	10	complex	complex	ADJ
iajs-1074	31	11	structure	structure	NOUN
iajs-1074	31	12	and	and	CCONJ
iajs-1074	31	13	the	the	DET
iajs-1074	31	14	level	level	NOUN
iajs-1074	31	15	of	of	ADP
iajs-1074	31	16	intelligence	intelligence	NOUN
iajs-1074	31	17	that	that	PRON
iajs-1074	31	18	has	have	AUX
iajs-1074	31	19	not	not	PART
iajs-1074	31	20	yet	yet	ADV
iajs-1074	31	21	been	be	AUX
iajs-1074	31	22	achieved	achieve	VERB
iajs-1074	31	23	by	by	ADP
iajs-1074	31	24	any	any	DET
iajs-1074	31	25	artificial	artificial	ADJ
iajs-1074	31	26	system	system	NOUN
iajs-1074	31	27	.	.	PUNCT
iajs-1074	32	1	in	in	ADP
iajs-1074	32	2	this	this	DET
iajs-1074	32	3	direction	direction	NOUN
iajs-1074	32	4	many	many	ADJ
iajs-1074	32	5	mathematical	mathematical	ADJ
iajs-1074	32	6	models	model	NOUN
iajs-1074	32	7	have	have	AUX
iajs-1074	32	8	been	be	AUX
iajs-1074	32	9	emerged	emerge	VERB
iajs-1074	32	10	to	to	PART
iajs-1074	32	11	represent	represent	VERB
iajs-1074	32	12	the	the	DET
iajs-1074	32	13	neurons	neuron	NOUN
iajs-1074	32	14	and	and	CCONJ
iajs-1074	32	15	communicate	communicate	VERB
iajs-1074	32	16	with	with	ADP
iajs-1074	32	17	each	each	DET
iajs-1074	32	18	other	other	ADJ
iajs-1074	32	19	.	.	PUNCT
iajs-1074	33	1	including	include	VERB
iajs-1074	33	2	artificial	artificial	ADJ
iajs-1074	33	3	neural	neural	ADJ
iajs-1074	33	4	networks	network	NOUN
iajs-1074	33	5	have	have	AUX
iajs-1074	33	6	emerged	emerge	VERB
iajs-1074	33	7	to	to	PART
iajs-1074	33	8	try	try	VERB
iajs-1074	33	9	to	to	PART
iajs-1074	33	10	reproduce	reproduce	VERB
iajs-1074	33	11	the	the	DET
iajs-1074	33	12	human	human	ADJ
iajs-1074	33	13	brain	brain	NOUN
iajs-1074	33	14	potentials	potential	NOUN
iajs-1074	33	15	,	,	PUNCT
iajs-1074	33	16	particularly	particularly	ADV
iajs-1074	33	17	the	the	DET
iajs-1074	33	18	capability	capability	NOUN
iajs-1074	33	19	to	to	PART
iajs-1074	33	20	learn	learn	VERB
iajs-1074	33	21	[	[	X
iajs-1074	33	22	4	4	NUM
iajs-1074	33	23	]	]	PUNCT
iajs-1074	33	24	.	.	PUNCT
iajs-1074	34	1	neural	neural	ADJ
iajs-1074	34	2	network	network	PROPN
iajs-1074	34	3	artificial	artificial	NOUN
iajs-1074	34	4	is	be	AUX
iajs-1074	34	5	a	a	DET
iajs-1074	34	6	powerful	powerful	ADJ
iajs-1074	34	7	tool	tool	NOUN
iajs-1074	34	8	for	for	ADP
iajs-1074	34	9	modeling	modeling	NOUN
iajs-1074	34	10	which	which	PRON
iajs-1074	34	11	is	be	AUX
iajs-1074	34	12	used	use	VERB
iajs-1074	34	13	to	to	PART
iajs-1074	34	14	solve	solve	VERB
iajs-1074	34	15	optimization	optimization	NOUN
iajs-1074	34	16	problems	problem	NOUN
iajs-1074	34	17	,	,	PUNCT
iajs-1074	34	18	and	and	CCONJ
iajs-1074	34	19	generally	generally	ADV
iajs-1074	34	20	composed	compose	VERB
iajs-1074	34	21	of	of	ADP
iajs-1074	34	22	a	a	DET
iajs-1074	34	23	large	large	ADJ
iajs-1074	34	24	number	number	NOUN
iajs-1074	34	25	of	of	ADP
iajs-1074	34	26	processing	process	VERB
iajs-1074	34	27	non	non	ADJ
iajs-1074	34	28	-	-	ADJ
iajs-1074	34	29	linear	linear	ADJ
iajs-1074	34	30	elements	element	NOUN
iajs-1074	34	31	is	be	AUX
iajs-1074	34	32	called	call	VERB
iajs-1074	34	33	neurons	neuron	NOUN
iajs-1074	34	34	for	for	ADP
iajs-1074	34	35	extracting	extract	VERB
iajs-1074	34	36	and	and	CCONJ
iajs-1074	34	37	modeling	model	VERB
iajs-1074	34	38	the	the	DET
iajs-1074	34	39	prototype	prototype	NOUN
iajs-1074	34	40	of	of	ADP
iajs-1074	34	41	the	the	DET
iajs-1074	34	42	system	system	NOUN
iajs-1074	34	43	of	of	ADP
iajs-1074	34	44	the	the	DET
iajs-1074	34	45	human	human	ADJ
iajs-1074	34	46	nervous	nervous	ADJ
iajs-1074	34	47	to	to	PART
iajs-1074	34	48	pick	pick	VERB
iajs-1074	34	49	up	up	ADP
iajs-1074	34	50	strength	strength	NOUN
iajs-1074	34	51	calculation.[5	calculation.[5	PUNCT
iajs-1074	34	52	]	]	PUNCT
iajs-1074	34	53	multilayered	multilayered	ADJ
iajs-1074	34	54	perceptron	perceptron	PROPN
iajs-1074	34	55	(	(	PUNCT
iajs-1074	34	56	mlp	mlp	PROPN
iajs-1074	34	57	)	)	PUNCT
iajs-1074	34	58	is	be	AUX
iajs-1074	34	59	a	a	DET
iajs-1074	34	60	kind	kind	NOUN
iajs-1074	34	61	of	of	ADP
iajs-1074	34	62	artificial	artificial	ADJ
iajs-1074	34	63	neural	neural	ADJ
iajs-1074	34	64	network	network	NOUN
iajs-1074	34	65	.	.	PUNCT
iajs-1074	35	1	this	this	DET
iajs-1074	35	2	network	network	NOUN
iajs-1074	35	3	have	have	VERB
iajs-1074	35	4	three	three	NUM
iajs-1074	35	5	layers	layer	NOUN
iajs-1074	35	6	are	be	AUX
iajs-1074	35	7	:	:	PUNCT
iajs-1074	35	8	input	input	NOUN
iajs-1074	35	9	,	,	PUNCT
iajs-1074	35	10	output	output	NOUN
iajs-1074	35	11	and	and	CCONJ
iajs-1074	35	12	hidden	hidden	ADJ
iajs-1074	35	13	layer	layer	NOUN
iajs-1074	35	14	.	.	PUNCT
iajs-1074	36	1	the	the	DET
iajs-1074	36	2	same	same	ADJ
iajs-1074	36	3	number	number	NOUN
iajs-1074	36	4	of	of	ADP
iajs-1074	36	5	neurons	neuron	NOUN
iajs-1074	36	6	(	(	PUNCT
iajs-1074	36	7	n	n	CCONJ
iajs-1074	36	8	)	)	PUNCT
iajs-1074	36	9	must	must	AUX
iajs-1074	36	10	be	be	AUX
iajs-1074	36	11	in	in	ADP
iajs-1074	36	12	both	both	CCONJ
iajs-1074	36	13	the	the	DET
iajs-1074	36	14	input	input	NOUN
iajs-1074	36	15	and	and	CCONJ
iajs-1074	36	16	output	output	NOUN
iajs-1074	36	17	layers	layer	NOUN
iajs-1074	36	18	and	and	CCONJ
iajs-1074	36	19	must	must	AUX
iajs-1074	36	20	connect	connect	VERB
iajs-1074	36	21	them	they	PRON
iajs-1074	36	22	fully	fully	ADV
iajs-1074	36	23	to	to	ADP
iajs-1074	36	24	the	the	DET
iajs-1074	36	25	hidden	hide	VERB
iajs-1074	36	26	layer	layer	NOUN
iajs-1074	36	27	.	.	PUNCT
iajs-1074	37	1	to	to	PART
iajs-1074	37	2	achieve	achieve	VERB
iajs-1074	37	3	the	the	DET
iajs-1074	37	4	compression	compression	NOUN
iajs-1074	37	5	by	by	ADP
iajs-1074	37	6	placing	place	VERB
iajs-1074	37	7	the	the	DET
iajs-1074	37	8	value	value	NOUN
iajs-1074	37	9	of	of	ADP
iajs-1074	37	10	the	the	DET
iajs-1074	37	11	number	number	NOUN
iajs-1074	37	12	of	of	ADP
iajs-1074	37	13	neurons	neuron	NOUN
iajs-1074	37	14	in	in	ADP
iajs-1074	37	15	the	the	DET
iajs-1074	37	16	hidden	hide	VERB
iajs-1074	37	17	layer	layer	NOUN
iajs-1074	37	18	,	,	PUNCT
iajs-1074	37	19	k	k	NOUN
iajs-1074	37	20	,	,	PUNCT
iajs-1074	37	21	less	less	ADJ
iajs-1074	37	22	than	than	ADP
iajs-1074	37	23	that	that	PRON
iajs-1074	37	24	of	of	ADP
iajs-1074	37	25	neurons	neuron	NOUN
iajs-1074	37	26	in	in	ADP
iajs-1074	37	27	both	both	DET
iajs-1074	37	28	input	input	NOUN
iajs-1074	37	29	and	and	CCONJ
iajs-1074	37	30	output	output	NOUN
iajs-1074	37	31	layers	layer	NOUN
iajs-1074	37	32	(	(	PUNCT
iajs-1074	37	33	k	k	PROPN
iajs-1074	37	34	≤	≤	PROPN
iajs-1074	37	35	n	n	CCONJ
iajs-1074	37	36	)	)	PUNCT
iajs-1074	37	37	.	.	PUNCT
iajs-1074	38	1	[	[	X
iajs-1074	38	2	6	6	NUM
iajs-1074	38	3	]	]	PUNCT
iajs-1074	38	4	in	in	ADP
iajs-1074	38	5	the	the	DET
iajs-1074	38	6	neural	neural	ADJ
iajs-1074	38	7	network	network	NOUN
iajs-1074	38	8	if	if	SCONJ
iajs-1074	38	9	there	there	PRON
iajs-1074	38	10	(	(	PUNCT
iajs-1074	38	11	n	n	NOUN
iajs-1074	38	12	i	i	PRON
iajs-1074	38	13	,	,	PUNCT
iajs-1074	38	14	n	n	CCONJ
iajs-1074	38	15	h	h	NOUN
iajs-1074	38	16	,	,	PUNCT
iajs-1074	38	17	n	n	CCONJ
iajs-1074	38	18	o	o	NOUN
iajs-1074	38	19	)	)	PUNCT
iajs-1074	38	20	are	be	AUX
iajs-1074	38	21	neurons	neuron	NOUN
iajs-1074	38	22	in	in	ADP
iajs-1074	38	23	the	the	DET
iajs-1074	38	24	input	input	NOUN
iajs-1074	38	25	,	,	PUNCT
iajs-1074	38	26	hidden	hidden	ADJ
iajs-1074	38	27	and	and	CCONJ
iajs-1074	38	28	output	output	NOUN
iajs-1074	38	29	layer	layer	NOUN
iajs-1074	38	30	respectively	respectively	ADV
iajs-1074	38	31	then	then	ADV
iajs-1074	38	32	the	the	DET
iajs-1074	38	33	total	total	ADJ
iajs-1074	38	34	number	number	NOUN
iajs-1074	38	35	of	of	ADP
iajs-1074	38	36	connections	connection	NOUN
iajs-1074	38	37	is	be	AUX
iajs-1074	38	38	given	give	VERB
iajs-1074	38	39	by	by	ADP
iajs-1074	38	40	the	the	DET
iajs-1074	38	41	equation	equation	NOUN
iajs-1074	38	42	:	:	PUNCT
iajs-1074	38	43	network	network	NOUN
iajs-1074	38	44	size	size	NOUN
iajs-1074	38	45	:	:	PUNCT
iajs-1074	38	46	(	(	PUNCT
iajs-1074	38	47	n	n	X
iajs-1074	38	48	w	w	NOUN
iajs-1074	38	49	)	)	PUNCT
iajs-1074	39	1	=	=	PUNCT
iajs-1074	40	1	[	[	X
iajs-1074	40	2	(	(	PUNCT
iajs-1074	40	3	n	n	NOUN
iajs-1074	40	4	i	i	NOUN
iajs-1074	40	5	*	*	PUNCT
iajs-1074	40	6	n	n	NUM
iajs-1074	40	7	h	h	NOUN
iajs-1074	40	8	)	)	PUNCT
iajs-1074	41	1	+	+	CCONJ
iajs-1074	41	2	n	n	PRON
iajs-1074	41	3	h	h	NOUN
iajs-1074	41	4	]	]	PUNCT
iajs-1074	42	1	+	+	CCONJ
iajs-1074	42	2	[	[	X
iajs-1074	42	3	(	(	PUNCT
iajs-1074	42	4	n	n	NOUN
iajs-1074	42	5	h	h	NOUN
iajs-1074	42	6	*	*	PUNCT
iajs-1074	42	7	n	n	NUM
iajs-1074	42	8	o	o	NOUN
iajs-1074	42	9	)	)	PUNCT
iajs-1074	43	1	+	+	CCONJ
iajs-1074	43	2	n	n	NUM
iajs-1074	43	3	o	o	NOUN
iajs-1074	43	4	]	]	X
iajs-1074	43	5	(	(	PUNCT
iajs-1074	43	6	1	1	X
iajs-1074	43	7	)	)	PUNCT
iajs-1074	43	8	in	in	ADP
iajs-1074	43	9	compression	compression	NOUN
iajs-1074	43	10	methods	method	NOUN
iajs-1074	43	11	,	,	PUNCT
iajs-1074	43	12	the	the	DET
iajs-1074	43	13	image	image	NOUN
iajs-1074	43	14	is	be	AUX
iajs-1074	43	15	split	split	VERB
iajs-1074	43	16	into	into	ADP
iajs-1074	43	17	non	non	ADJ
iajs-1074	43	18	-	-	ADJ
iajs-1074	43	19	overlapping	overlapping	ADJ
iajs-1074	43	20	sub	sub	NOUN
iajs-1074	43	21	-	-	NOUN
iajs-1074	43	22	images	image	NOUN
iajs-1074	43	23	.	.	PUNCT
iajs-1074	44	1	tiff	tiff	NOUN
iajs-1074	44	2	images	image	NOUN
iajs-1074	44	3	(	(	PUNCT
iajs-1074	44	4	256	256	NUM
iajs-1074	44	5	*	*	NUM
iajs-1074	44	6	256	256	NUM
iajs-1074	44	7	)	)	PUNCT
iajs-1074	44	8	will	will	AUX
iajs-1074	44	9	be	be	AUX
iajs-1074	44	10	split	split	VERB
iajs-1074	44	11	into	into	ADP
iajs-1074	44	12	4	4	NUM
iajs-1074	44	13	x	x	SYM
iajs-1074	44	14	4	4	NUM
iajs-1074	44	15	or	or	CCONJ
iajs-1074	44	16	8	8	NUM
iajs-1074	44	17	x	x	SYM
iajs-1074	44	18	8	8	NUM
iajs-1074	44	19	or	or	CCONJ
iajs-1074	44	20	16	16	NUM
iajs-1074	44	21	x	x	SYM
iajs-1074	44	22	16	16	NUM
iajs-1074	44	23	pixels	pixel	NOUN
iajs-1074	44	24	[	[	X
iajs-1074	44	25	7	7	NUM
iajs-1074	44	26	]	]	PUNCT
iajs-1074	44	27	.	.	PUNCT
iajs-1074	45	1	algorithm	algorithm	NOUN
iajs-1074	45	2	of	of	ADP
iajs-1074	45	3	multilayered	multilayered	ADJ
iajs-1074	45	4	perceptron	perceptron	PROPN
iajs-1074	45	5	is	be	AUX
iajs-1074	45	6	based	base	VERB
iajs-1074	45	7	on	on	ADP
iajs-1074	45	8	back	back	ADJ
iajs-1074	45	9	propagation	propagation	NOUN
iajs-1074	45	10	algorithm	algorithm	NOUN
iajs-1074	45	11	.	.	PUNCT
iajs-1074	46	1	the	the	DET
iajs-1074	46	2	sequence	sequence	NOUN
iajs-1074	46	3	steps	step	NOUN
iajs-1074	46	4	of	of	ADP
iajs-1074	46	5	back	back	ADJ
iajs-1074	46	6	propagation	propagation	NOUN
iajs-1074	46	7	algorithm	algorithm	NOUN
iajs-1074	46	8	are	be	AUX
iajs-1074	46	9	as	as	SCONJ
iajs-1074	46	10	follows	follow	VERB
iajs-1074	46	11	:	:	PUNCT
iajs-1074	46	12	a.	a.	NOUN
iajs-1074	46	13	initialize	initialize	VERB
iajs-1074	46	14	the	the	DET
iajs-1074	46	15	weights	weight	NOUN
iajs-1074	46	16	and	and	CCONJ
iajs-1074	46	17	set	set	VERB
iajs-1074	46	18	it	it	PRON
iajs-1074	46	19	to	to	ADP
iajs-1074	46	20	small	small	ADJ
iajs-1074	46	21	random	random	ADJ
iajs-1074	46	22	number	number	NOUN
iajs-1074	46	23	.	.	PUNCT
iajs-1074	47	1	b.	b.	PROPN
iajs-1074	47	2	identify	identify	VERB
iajs-1074	47	3	a	a	DET
iajs-1074	47	4	set	set	NOUN
iajs-1074	47	5	of	of	ADP
iajs-1074	47	6	inputs	input	NOUN
iajs-1074	47	7	and	and	CCONJ
iajs-1074	47	8	outputs	output	NOUN
iajs-1074	47	9	(	(	PUNCT
iajs-1074	47	10	xp	xp	INTJ
iajs-1074	47	11	,	,	PUNCT
iajs-1074	47	12	yp	yp	PROPN
iajs-1074	47	13	)	)	PUNCT
iajs-1074	47	14	sequentially	sequentially	ADV
iajs-1074	47	15	,	,	PUNCT
iajs-1074	47	16	where	where	SCONJ
iajs-1074	47	17	𝑥𝑝	𝑥𝑝	ADP
iajs-1074	47	18	=	=	SYM
iajs-1074	47	19	𝑥0	𝑥0	PROPN
iajs-1074	47	20	,	,	PUNCT
iajs-1074	47	21	𝑥1	𝑥1	NOUN
iajs-1074	47	22	,	,	PUNCT
iajs-1074	47	23	𝑥2	𝑥2	NOUN
iajs-1074	47	24	,	,	PUNCT
iajs-1074	47	25	…	…	PUNCT
iajs-1074	47	26	.	.	PUNCT
iajs-1074	47	27	,	,	PUNCT
iajs-1074	47	28	𝑥𝑛−1	𝑥𝑛−1	NOUN
iajs-1074	47	29	,	,	PUNCT
iajs-1074	47	30	n	n	PRON
iajs-1074	47	31	is	be	AUX
iajs-1074	47	32	the	the	DET
iajs-1074	47	33	number	number	NOUN
iajs-1074	47	34	of	of	ADP
iajs-1074	47	35	input	input	NOUN
iajs-1074	47	36	nodes	node	NOUN
iajs-1074	47	37	.	.	PUNCT
iajs-1074	48	1	𝑦𝑝	𝑦𝑝	NOUN
iajs-1074	48	2	=	=	PROPN
iajs-1074	48	3	𝑦0	𝑦0	PROPN
iajs-1074	48	4	,	,	PUNCT
iajs-1074	48	5	𝑦1	𝑦1	PROPN
iajs-1074	48	6	,	,	PUNCT
iajs-1074	48	7	𝑦2	𝑦2	NOUN
iajs-1074	48	8	,	,	PUNCT
iajs-1074	48	9	…	…	PUNCT
iajs-1074	48	10	.	.	PUNCT
iajs-1074	49	1	,	,	PUNCT
iajs-1074	49	2	𝑦𝑚−1	𝑦𝑚−1	NOUN
iajs-1074	49	3	,	,	PUNCT
iajs-1074	49	4	m	m	VERB
iajs-1074	49	5	is	be	AUX
iajs-1074	49	6	the	the	DET
iajs-1074	49	7	number	number	NOUN
iajs-1074	49	8	of	of	ADP
iajs-1074	49	9	output	output	NOUN
iajs-1074	49	10	nodes	node	NOUN
iajs-1074	49	11	.	.	PUNCT
iajs-1074	50	1	c.	c.	PROPN
iajs-1074	50	2	set	set	VERB
iajs-1074	50	3	x0	x0	PROPN
iajs-1074	50	4	to	to	PART
iajs-1074	50	5	be	be	AUX
iajs-1074	50	6	always	always	ADV
iajs-1074	50	7	1	1	NUM
iajs-1074	50	8	.	.	X
iajs-1074	51	1	d.	d.	PROPN
iajs-1074	51	2	calculate	calculate	VERB
iajs-1074	51	3	the	the	DET
iajs-1074	51	4	actual	actual	ADJ
iajs-1074	51	5	output	output	NOUN
iajs-1074	51	6	and	and	CCONJ
iajs-1074	51	7	pass	pass	VERB
iajs-1074	51	8	it	it	PRON
iajs-1074	51	9	to	to	ADP
iajs-1074	51	10	next	next	ADJ
iajs-1074	51	11	layer	layer	NOUN
iajs-1074	51	12	as	as	ADP
iajs-1074	51	13	input	input	NOUN
iajs-1074	51	14	.	.	PUNCT
iajs-1074	52	1	𝜆	𝜆	X
iajs-1074	52	2	=	=	PUNCT
iajs-1074	52	3	𝑤0𝑥0	𝑤0𝑥0	PROPN
iajs-1074	53	1	+	+	CCONJ
iajs-1074	53	2	∑	∑	PROPN
iajs-1074	53	3	∑	∑	PROPN
iajs-1074	53	4	𝑤𝑖,𝑗𝑥𝑖	𝑤𝑖,𝑗𝑥𝑖	PROPN
iajs-1074	53	5	𝑘	𝑘	PRON
iajs-1074	53	6	𝑗=1	𝑗=1	PROPN
iajs-1074	53	7	𝑛	𝑛	ADP
iajs-1074	53	8	𝑖=1	𝑖=1	PROPN
iajs-1074	53	9	(	(	PUNCT
iajs-1074	53	10	2	2	X
iajs-1074	53	11	)	)	PUNCT
iajs-1074	53	12	e.	e.	PROPN
iajs-1074	53	13	input	input	VERB
iajs-1074	53	14	the	the	DET
iajs-1074	53	15	data	datum	NOUN
iajs-1074	53	16	which	which	PRON
iajs-1074	53	17	is	be	AUX
iajs-1074	53	18	compressed	compress	VERB
iajs-1074	53	19	and	and	CCONJ
iajs-1074	53	20	propagating	propagate	VERB
iajs-1074	53	21	it	it	PRON
iajs-1074	53	22	to	to	ADP
iajs-1074	53	23	the	the	DET
iajs-1074	53	24	first	first	ADJ
iajs-1074	53	25	hidden	hide	VERB
iajs-1074	53	26	layer	layer	NOUN
iajs-1074	53	27	then	then	ADV
iajs-1074	53	28	to	to	ADP
iajs-1074	53	29	the	the	DET
iajs-1074	53	30	output	output	NOUN
iajs-1074	53	31	layer	layer	NOUN
iajs-1074	53	32	,	,	PUNCT
iajs-1074	53	33	using	use	VERB
iajs-1074	53	34	sigmoid	sigmoid	NOUN
iajs-1074	53	35	function	function	NOUN
iajs-1074	53	36	which	which	PRON
iajs-1074	53	37	is	be	AUX
iajs-1074	53	38	one	one	NUM
iajs-1074	53	39	of	of	ADP
iajs-1074	53	40	the	the	DET
iajs-1074	53	41	transference	transference	NOUN
iajs-1074	53	42	functions	function	NOUN
iajs-1074	53	43	and	and	CCONJ
iajs-1074	53	44	it	it	PRON
iajs-1074	53	45	introduces	introduce	VERB
iajs-1074	53	46	non	non	ADJ
iajs-1074	53	47	-	-	NOUN
iajs-1074	53	48	linearity	linearity	NOUN
iajs-1074	53	49	in	in	ADP
iajs-1074	53	50	the	the	DET
iajs-1074	53	51	network	network	NOUN
iajs-1074	53	52	which	which	PRON
iajs-1074	53	53	its	its	PRON
iajs-1074	53	54	derivative	derivative	NOUN
iajs-1074	53	55	is	be	AUX
iajs-1074	53	56	very	very	ADV
iajs-1074	53	57	fast	fast	ADJ
iajs-1074	53	58	to	to	PART
iajs-1074	53	59	compute	compute	VERB
iajs-1074	53	60	[	[	X
iajs-1074	53	61	8	8	NUM
iajs-1074	53	62	]	]	PUNCT
iajs-1074	53	63	,	,	PUNCT
iajs-1074	53	64	then	then	ADV
iajs-1074	53	65	staring	stare	VERB
iajs-1074	53	66	from	from	ADP
iajs-1074	53	67	the	the	DET
iajs-1074	53	68	output	output	NOUN
iajs-1074	53	69	to	to	PART
iajs-1074	53	70	backward	backward	ADJ
iajs-1074	53	71	.	.	PUNCT
iajs-1074	54	1	(	(	PUNCT
iajs-1074	54	2	see	see	VERB
iajs-1074	54	3	figure.2	figure.2	ADJ
iajs-1074	54	4	)	)	PUNCT
iajs-1074	54	5	training	training	NOUN
iajs-1074	54	6	and	and	CCONJ
iajs-1074	54	7	application	application	NOUN
iajs-1074	54	8	the	the	DET
iajs-1074	54	9	most	most	ADV
iajs-1074	54	10	popular	popular	ADJ
iajs-1074	54	11	supervised	supervised	ADJ
iajs-1074	54	12	algorithm	algorithm	NOUN
iajs-1074	54	13	is	be	AUX
iajs-1074	54	14	training	train	VERB
iajs-1074	54	15	back	back	ADP
iajs-1074	54	16	propagation	propagation	NOUN
iajs-1074	54	17	algorithm	algorithm	NOUN
iajs-1074	54	18	which	which	PRON
iajs-1074	54	19	is	be	AUX
iajs-1074	54	20	used	use	VERB
iajs-1074	54	21	to	to	PART
iajs-1074	54	22	train	train	VERB
iajs-1074	54	23	an	an	DET
iajs-1074	54	24	artificial	artificial	ADJ
iajs-1074	54	25	neural	neural	ADJ
iajs-1074	54	26	networks	network	NOUN
iajs-1074	54	27	as	as	ADV
iajs-1074	54	28	well	well	ADV
iajs-1074	54	29	as	as	ADP
iajs-1074	54	30	to	to	PART
iajs-1074	54	31	help	help	VERB
iajs-1074	54	32	in	in	ADP
iajs-1074	54	33	decreasing	decrease	VERB
iajs-1074	54	34	the	the	DET
iajs-1074	54	35	convergence	convergence	NOUN
iajs-1074	54	36	time	time	NOUN
iajs-1074	54	37	to	to	PART
iajs-1074	54	38	train	train	VERB
iajs-1074	54	39	neural	neural	ADJ
iajs-1074	54	40	networks	network	NOUN
iajs-1074	54	41	and	and	CCONJ
iajs-1074	54	42	increase	increase	VERB
iajs-1074	54	43	the	the	DET
iajs-1074	54	44	system	system	NOUN
iajs-1074	54	45	performance	performance	NOUN
iajs-1074	54	46	[	[	PUNCT
iajs-1074	54	47	9	9	NUM
iajs-1074	54	48	and10	and10	NOUN
iajs-1074	54	49	]	]	PUNCT
iajs-1074	54	50	.	.	PUNCT
iajs-1074	55	1	to	to	PART
iajs-1074	55	2	compress	compress	VERB
iajs-1074	55	3	an	an	DET
iajs-1074	55	4	image	image	NOUN
iajs-1074	55	5	at	at	ADP
iajs-1074	55	6	first	first	ADV
iajs-1074	55	7	the	the	DET
iajs-1074	55	8	input	input	NOUN
iajs-1074	55	9	of	of	ADP
iajs-1074	55	10	image	image	NOUN
iajs-1074	55	11	which	which	PRON
iajs-1074	55	12	is	be	AUX
iajs-1074	55	13	divided	divide	VERB
iajs-1074	55	14	into	into	ADP
iajs-1074	55	15	square	square	ADJ
iajs-1074	55	16	blocks	block	NOUN
iajs-1074	55	17	8	8	NUM
iajs-1074	55	18	×	×	NOUN
iajs-1074	55	19	8	8	NUM
iajs-1074	55	20	pixels	pixel	NOUN
iajs-1074	55	21	which	which	PRON
iajs-1074	55	22	is	be	AUX
iajs-1074	55	23	changed	change	VERB
iajs-1074	55	24	to	to	ADP
iajs-1074	55	25	a	a	DET
iajs-1074	55	26	column	column	NOUN
iajs-1074	55	27	vector	vector	NOUN
iajs-1074	55	28	and	and	CCONJ
iajs-1074	55	29	fed	feed	VERB
iajs-1074	55	30	into	into	ADP
iajs-1074	55	31	the	the	DET
iajs-1074	55	32	network	network	NOUN
iajs-1074	55	33	input	input	NOUN
iajs-1074	55	34	layer	layer	NOUN
iajs-1074	56	1	[	[	X
iajs-1074	56	2	11	11	NUM
iajs-1074	56	3	]	]	PUNCT
iajs-1074	56	4	.	.	PUNCT
iajs-1074	57	1	the	the	DET
iajs-1074	57	2	network	network	NOUN
iajs-1074	57	3	training	training	NOUN
iajs-1074	57	4	amount	amount	NOUN
iajs-1074	57	5	of	of	ADP
iajs-1074	57	6	information	information	NOUN
iajs-1074	57	7	which	which	PRON
iajs-1074	57	8	is	be	AUX
iajs-1074	57	9	available	available	ADJ
iajs-1074	57	10	in	in	ADP
iajs-1074	57	11	each	each	DET
iajs-1074	57	12	block	block	NOUN
iajs-1074	57	13	until	until	SCONJ
iajs-1074	57	14	it	it	PRON
iajs-1074	57	15	reaches	reach	VERB
iajs-1074	57	16	the	the	DET
iajs-1074	57	17	required	require	VERB
iajs-1074	57	18	number	number	NOUN
iajs-1074	57	19	of	of	ADP
iajs-1074	57	20	neurons	neuron	NOUN
iajs-1074	57	21	in	in	ADP
iajs-1074	57	22	the	the	DET
iajs-1074	57	23	hidden	hide	VERB
iajs-1074	57	24	layer	layer	NOUN
iajs-1074	57	25	.	.	PUNCT
iajs-1074	58	1	when	when	SCONJ
iajs-1074	58	2	training	training	NOUN
iajs-1074	58	3	process	process	NOUN
iajs-1074	58	4	is	be	AUX
iajs-1074	58	5	finished	finish	VERB
iajs-1074	58	6	,	,	PUNCT
iajs-1074	58	7	we	we	PRON
iajs-1074	58	8	get	get	VERB
iajs-1074	58	9	the	the	DET
iajs-1074	58	10	compressed	compressed	ADJ
iajs-1074	58	11	image	image	NOUN
iajs-1074	58	12	and	and	CCONJ
iajs-1074	58	13	the	the	DET
iajs-1074	58	14	standard	standard	ADJ
iajs-1074	58	15	criterions	criterion	NOUN
iajs-1074	58	16	for	for	ADP
iajs-1074	58	17	it	it	PRON
iajs-1074	58	18	.	.	PUNCT
iajs-1074	59	1	(	(	PUNCT
iajs-1074	59	2	see	see	VERB
iajs-1074	59	3	figure	figure	NOUN
iajs-1074	59	4	(	(	PUNCT
iajs-1074	59	5	3	3	NUM
iajs-1074	59	6	)	)	PUNCT
iajs-1074	59	7	)	)	PUNCT
iajs-1074	59	8	standard	standard	ADJ
iajs-1074	59	9	criterions	criterion	NOUN
iajs-1074	59	10	for	for	ADP
iajs-1074	59	11	image	image	NOUN
iajs-1074	59	12	compression	compression	NOUN
iajs-1074	59	13	are	be	AUX
iajs-1074	59	14	:	:	PUNCT
iajs-1074	59	15	1compression	1compression	NUM
iajs-1074	59	16	ratio	ratio	NOUN
iajs-1074	59	17	(	(	PUNCT
iajs-1074	59	18	cr	cr	NOUN
iajs-1074	59	19	)	)	PUNCT
iajs-1074	59	20	which	which	PRON
iajs-1074	59	21	is	be	AUX
iajs-1074	59	22	defined	define	VERB
iajs-1074	59	23	as	as	ADP
iajs-1074	59	24	the	the	DET
iajs-1074	59	25	number	number	NOUN
iajs-1074	59	26	of	of	ADP
iajs-1074	59	27	bits	bit	NOUN
iajs-1074	59	28	in	in	ADP
iajs-1074	59	29	original	original	ADJ
iajs-1074	59	30	image	image	NOUN
iajs-1074	59	31	to	to	ADP
iajs-1074	59	32	number	number	NOUN
iajs-1074	59	33	of	of	ADP
iajs-1074	59	34	bits	bit	NOUN
iajs-1074	59	35	in	in	ADP
iajs-1074	59	36	the	the	DET
iajs-1074	59	37	compressed	compressed	ADJ
iajs-1074	59	38	image	image	NOUN
iajs-1074	59	39	.	.	PUNCT
iajs-1074	60	1	this	this	DET
iajs-1074	60	2	criterion	criterion	NOUN
iajs-1074	60	3	defines	define	VERB
iajs-1074	60	4	as	as	ADP
iajs-1074	60	5	follows:[12,13	follows:[12,13	NOUN
iajs-1074	60	6	]	]	X
iajs-1074	60	7	computer	computer	NOUN
iajs-1074	60	8	|	|	ADV
iajs-1074	60	9	249	249	NUM
iajs-1074	60	10	7112	7112	NUM
iajs-1074	60	11	(	(	PUNCT
iajs-1074	60	12	1	1	NUM
iajs-1074	60	13	(	(	PUNCT
iajs-1074	60	14	العدد	العدد	PROPN
iajs-1074	60	15	)	)	PUNCT
iajs-1074	60	16	30مجلة	30مجلة	PROPN
iajs-1074	60	17	إبن	إبن	VERB
iajs-1074	60	18	الهيثم	الهيثم	ADJ
iajs-1074	60	19	للعلوم	للعلوم	NOUN
iajs-1074	60	20	الصرفة	الصرفة	NOUN
iajs-1074	61	1	و	و	PRON
iajs-1074	61	2	التطبيقية	التطبيقية	ADV
iajs-1074	61	3	المجلد	المجلد	ADV
iajs-1074	61	4	)	)	PUNCT
iajs-1074	62	1	ibn	ibn	PROPN
iajs-1074	62	2	al	al	PROPN
iajs-1074	62	3	-	-	PUNCT
iajs-1074	62	4	haitham	haitham	PROPN
iajs-1074	62	5	j.	j.	PROPN
iajs-1074	62	6	for	for	ADP
iajs-1074	62	7	pure	pure	PROPN
iajs-1074	62	8	&	&	CCONJ
iajs-1074	62	9	appl	appl	PROPN
iajs-1074	62	10	.	.	PUNCT
iajs-1074	63	1	sci	sci	PROPN
iajs-1074	63	2	.	.	PUNCT
iajs-1074	64	1	vol.03	vol.03	PROPN
iajs-1074	64	2	(	(	PUNCT
iajs-1074	64	3	1	1	NUM
iajs-1074	64	4	)	)	PUNCT
iajs-1074	64	5	2017	2017	NUM
iajs-1074	64	6	𝐶𝑅	𝐶𝑅	PROPN
iajs-1074	64	7	=	=	SYM
iajs-1074	64	8	𝑁.𝐵𝐼	𝑁.𝐵𝐼	X
iajs-1074	64	9	𝐾.𝐵𝐻	𝐾.𝐵𝐻	X
iajs-1074	64	10	(	(	PUNCT
iajs-1074	64	11	3	3	X
iajs-1074	64	12	)	)	PUNCT
iajs-1074	64	13	where	where	SCONJ
iajs-1074	64	14	:	:	PUNCT
iajs-1074	64	15			NOUN
iajs-1074	64	16	n	n	PROPN
iajs-1074	64	17	and	and	CCONJ
iajs-1074	64	18	k	k	PROPN
iajs-1074	64	19	are	be	AUX
iajs-1074	64	20	neurons	neuron	NOUN
iajs-1074	64	21	/	/	SYM
iajs-1074	64	22	pixels	pixel	NOUN
iajs-1074	64	23	available	available	ADJ
iajs-1074	64	24	in	in	ADP
iajs-1074	64	25	input	input	NOUN
iajs-1074	64	26	and	and	CCONJ
iajs-1074	64	27	hidden	hidden	ADJ
iajs-1074	64	28	layers	layer	NOUN
iajs-1074	64	29	.	.	PUNCT
iajs-1074	65	1			PROPN
iajs-1074	65	2	bi	bi	PROPN
iajs-1074	65	3	and	and	CCONJ
iajs-1074	65	4	bh	bh	NOUN
iajs-1074	65	5	are	be	AUX
iajs-1074	65	6	the	the	DET
iajs-1074	65	7	number	number	NOUN
iajs-1074	65	8	of	of	ADP
iajs-1074	65	9	bits	bit	NOUN
iajs-1074	65	10	needed	need	VERB
iajs-1074	65	11	to	to	PART
iajs-1074	65	12	encode	encode	VERB
iajs-1074	65	13	the	the	DET
iajs-1074	65	14	input	input	NOUN
iajs-1074	65	15	and	and	CCONJ
iajs-1074	65	16	hidden	hidden	ADJ
iajs-1074	65	17	layers	layer	NOUN
iajs-1074	65	18	.	.	PUNCT
iajs-1074	66	1	the	the	DET
iajs-1074	66	2	compression	compression	NOUN
iajs-1074	66	3	ratio	ratio	NOUN
iajs-1074	66	4	equals	equal	VERB
iajs-1074	66	5	the	the	DET
iajs-1074	66	6	number	number	NOUN
iajs-1074	66	7	of	of	ADP
iajs-1074	66	8	neurons	neuron	NOUN
iajs-1074	66	9	in	in	ADP
iajs-1074	66	10	the	the	DET
iajs-1074	66	11	input	input	NOUN
iajs-1074	66	12	layer	layer	NOUN
iajs-1074	66	13	to	to	ADP
iajs-1074	66	14	hidden	hide	VERB
iajs-1074	66	15	layer	layer	NOUN
iajs-1074	66	16	when	when	SCONJ
iajs-1074	66	17	bi	bi	NOUN
iajs-1074	66	18	and	and	CCONJ
iajs-1074	66	19	bh	bh	NOUN
iajs-1074	66	20	are	be	AUX
iajs-1074	66	21	be	be	AUX
iajs-1074	66	22	the	the	DET
iajs-1074	66	23	same	same	ADJ
iajs-1074	66	24	.	.	PUNCT
iajs-1074	67	1	2mean	2mean	NUM
iajs-1074	67	2	square	square	ADJ
iajs-1074	67	3	error	error	NOUN
iajs-1074	67	4	(	(	PUNCT
iajs-1074	67	5	mse	mse	NOUN
iajs-1074	67	6	)	)	PUNCT
iajs-1074	67	7	must	must	AUX
iajs-1074	67	8	be	be	AUX
iajs-1074	67	9	as	as	ADV
iajs-1074	67	10	small	small	ADJ
iajs-1074	67	11	as	as	ADP
iajs-1074	67	12	possible	possible	ADJ
iajs-1074	67	13	between	between	ADP
iajs-1074	67	14	the	the	DET
iajs-1074	67	15	reconstructed	reconstructed	ADJ
iajs-1074	67	16	image	image	NOUN
iajs-1074	67	17	and	and	CCONJ
iajs-1074	67	18	the	the	DET
iajs-1074	67	19	target	target	NOUN
iajs-1074	67	20	image	image	NOUN
iajs-1074	67	21	with	with	ADP
iajs-1074	67	22	maintaining	maintain	VERB
iajs-1074	67	23	the	the	DET
iajs-1074	67	24	quality	quality	NOUN
iajs-1074	67	25	of	of	ADP
iajs-1074	67	26	reconstructed	reconstructed	ADJ
iajs-1074	67	27	image	image	NOUN
iajs-1074	67	28	which	which	PRON
iajs-1074	67	29	would	would	AUX
iajs-1074	67	30	be	be	AUX
iajs-1074	67	31	near	near	ADJ
iajs-1074	67	32	to	to	ADP
iajs-1074	67	33	the	the	DET
iajs-1074	67	34	target	target	NOUN
iajs-1074	67	35	image	image	NOUN
iajs-1074	67	36	,	,	PUNCT
iajs-1074	67	37	in	in	ADP
iajs-1074	67	38	typical	typical	ADJ
iajs-1074	67	39	cases	case	NOUN
iajs-1074	67	40	mse	mse	NOUN
iajs-1074	67	41	equal	equal	ADJ
iajs-1074	67	42	to	to	ADP
iajs-1074	67	43	zero	zero	NUM
iajs-1074	67	44	for	for	ADP
iajs-1074	67	45	decompression	decompression	NOUN
iajs-1074	67	46	.	.	PUNCT
iajs-1074	68	1	given	give	VERB
iajs-1074	68	2	image	image	NOUN
iajs-1074	68	3	x	x	PUNCT
iajs-1074	68	4	which	which	PRON
iajs-1074	68	5	is	be	AUX
iajs-1074	68	6	n	n	PRON
iajs-1074	68	7	×	×	PROPN
iajs-1074	68	8	m	m	VERB
iajs-1074	68	9	monochrome	monochrome	NOUN
iajs-1074	68	10	with	with	ADP
iajs-1074	68	11	noisy	noisy	ADJ
iajs-1074	68	12	approximation	approximation	NOUN
iajs-1074	68	13	y.	y.	NOUN
iajs-1074	68	14	is	be	AUX
iajs-1074	68	15	defined	define	VERB
iajs-1074	68	16	as	as	SCONJ
iajs-1074	68	17	follows	follow	VERB
iajs-1074	68	18	:	:	PUNCT
iajs-1074	68	19	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
iajs-1074	68	20	=	=	SYM
iajs-1074	68	21	1	1	NUM
iajs-1074	68	22	𝑛𝑚	𝑛𝑚	NOUN
iajs-1074	68	23	∑	∑	PROPN
iajs-1074	68	24	∑	∑	PROPN
iajs-1074	68	25	[	[	X
iajs-1074	68	26	𝑋(𝑖	𝑋(𝑖	PROPN
iajs-1074	68	27	,	,	PUNCT
iajs-1074	68	28	𝑗	𝑗	NOUN
iajs-1074	68	29	)	)	PUNCT
iajs-1074	68	30	−	−	PROPN
iajs-1074	69	1	𝑌(𝑖	𝑌(𝑖	NOUN
iajs-1074	69	2	,	,	PUNCT
iajs-1074	69	3	𝑗)]2	𝑗)]2	NUM
iajs-1074	69	4	𝑚−1	𝑚−1	PROPN
iajs-1074	69	5	𝑗=0	𝑗=0	PUNCT
iajs-1074	70	1	𝑛−1	𝑛−1	NUM
iajs-1074	70	2	𝑖=𝑜	𝑖=𝑜	NUM
iajs-1074	70	3	(	(	PUNCT
iajs-1074	70	4	4	4	NUM
iajs-1074	70	5	)	)	PUNCT
iajs-1074	70	6	3peak	3peak	PROPN
iajs-1074	70	7	signal	signal	NOUN
iajs-1074	70	8	-	-	PUNCT
iajs-1074	70	9	to	to	ADP
iajs-1074	70	10	-	-	PUNCT
iajs-1074	70	11	noise	noise	NOUN
iajs-1074	70	12	ratio	ratio	NOUN
iajs-1074	70	13	(	(	PUNCT
iajs-1074	70	14	psnr	psnr	NOUN
iajs-1074	70	15	)	)	PUNCT
iajs-1074	70	16	is	be	AUX
iajs-1074	70	17	term	term	NOUN
iajs-1074	70	18	for	for	ADP
iajs-1074	70	19	the	the	DET
iajs-1074	70	20	ratio	ratio	NOUN
iajs-1074	70	21	between	between	ADP
iajs-1074	70	22	the	the	DET
iajs-1074	70	23	maximum	maximum	ADJ
iajs-1074	70	24	possible	possible	ADJ
iajs-1074	70	25	of	of	ADP
iajs-1074	70	26	a	a	DET
iajs-1074	70	27	signal	signal	ADJ
iajs-1074	70	28	power	power	NOUN
iajs-1074	70	29	and	and	CCONJ
iajs-1074	70	30	the	the	DET
iajs-1074	70	31	corrupting	corrupting	PROPN
iajs-1074	70	32	noise	noise	NOUN
iajs-1074	70	33	power	power	NOUN
iajs-1074	70	34	which	which	PRON
iajs-1074	70	35	impacts	impact	VERB
iajs-1074	70	36	the	the	DET
iajs-1074	70	37	accuracy	accuracy	NOUN
iajs-1074	70	38	of	of	ADP
iajs-1074	70	39	its	its	PRON
iajs-1074	70	40	representation	representation	NOUN
iajs-1074	70	41	.	.	PUNCT
iajs-1074	71	1	and	and	CCONJ
iajs-1074	71	2	it	it	PRON
iajs-1074	71	3	defines	define	VERB
iajs-1074	71	4	simply	simply	ADV
iajs-1074	71	5	through	through	ADP
iajs-1074	71	6	squared	square	VERB
iajs-1074	71	7	error	error	NOUN
iajs-1074	71	8	the	the	DET
iajs-1074	71	9	mean	mean	NOUN
iajs-1074	71	10	squared	square	VERB
iajs-1074	71	11	error	error	NOUN
iajs-1074	71	12	(	(	PUNCT
iajs-1074	71	13	mse	mse	NOUN
iajs-1074	71	14	)	)	PUNCT
iajs-1074	71	15	as	as	ADP
iajs-1074	71	16	followed[14	followed[14	PROPN
iajs-1074	71	17	]	]	X
iajs-1074	71	18	:	:	PUNCT
iajs-1074	71	19	𝑃𝑆𝑁𝑅	𝑃𝑆𝑁𝑅	NOUN
iajs-1074	71	20	=	=	SYM
iajs-1074	71	21	20	20	NUM
iajs-1074	71	22	.	.	PUNCT
iajs-1074	72	1	log10	log10	PROPN
iajs-1074	72	2	(	(	PUNCT
iajs-1074	72	3	𝑀𝐴𝑋𝑥	𝑀𝐴𝑋𝑥	PROPN
iajs-1074	72	4	)	)	PUNCT
iajs-1074	72	5	–	–	PUNCT
iajs-1074	72	6	10	10	NUM
iajs-1074	72	7	.	.	PUNCT
iajs-1074	72	8	log10(𝑀𝑆𝐸	log10(𝑀𝑆𝐸	NOUN
iajs-1074	72	9	)	)	PUNCT
iajs-1074	72	10	(	(	PUNCT
iajs-1074	72	11	5	5	X
iajs-1074	72	12	)	)	PUNCT
iajs-1074	72	13	where	where	SCONJ
iajs-1074	72	14	maxx	maxx	PROPN
iajs-1074	72	15	is	be	AUX
iajs-1074	72	16	the	the	DET
iajs-1074	72	17	maximum	maximum	ADJ
iajs-1074	72	18	possible	possible	ADJ
iajs-1074	72	19	pixel	pixel	NOUN
iajs-1074	72	20	value	value	NOUN
iajs-1074	72	21	of	of	ADP
iajs-1074	72	22	the	the	DET
iajs-1074	72	23	image	image	NOUN
iajs-1074	72	24	.	.	PUNCT
iajs-1074	73	1	here	here	ADV
iajs-1074	73	2	,	,	PUNCT
iajs-1074	73	3	its	its	PRON
iajs-1074	73	4	value	value	NOUN
iajs-1074	73	5	is	be	AUX
iajs-1074	73	6	255	255	NUM
iajs-1074	73	7	resulted	result	VERB
iajs-1074	73	8	from	from	ADP
iajs-1074	73	9	this	this	DET
iajs-1074	73	10	equation	equation	NOUN
iajs-1074	73	11	2b-1	2b-1	NUM
iajs-1074	73	12	,	,	PUNCT
iajs-1074	73	13	thus	thus	ADV
iajs-1074	73	14	the	the	DET
iajs-1074	73	15	value	value	NOUN
iajs-1074	73	16	of	of	ADP
iajs-1074	73	17	b	b	PROPN
iajs-1074	73	18	is	be	AUX
iajs-1074	73	19	8bits	8bits	NUM
iajs-1074	73	20	.	.	NOUN
iajs-1074	73	21	4	4	NUM
iajs-1074	73	22	.	.	X
iajs-1074	73	23	experimental	experimental	ADJ
iajs-1074	73	24	results	result	NOUN
iajs-1074	73	25	we	we	PRON
iajs-1074	73	26	have	have	AUX
iajs-1074	73	27	selected	select	VERB
iajs-1074	73	28	a	a	DET
iajs-1074	73	29	group	group	NOUN
iajs-1074	73	30	of	of	ADP
iajs-1074	73	31	tiff	tiff	NOUN
iajs-1074	73	32	images	image	NOUN
iajs-1074	73	33	(	(	PUNCT
iajs-1074	73	34	256	256	NUM
iajs-1074	73	35	×	×	NOUN
iajs-1074	73	36	256	256	NUM
iajs-1074	73	37	)	)	PUNCT
iajs-1074	73	38	(	(	PUNCT
iajs-1074	73	39	see	see	VERB
iajs-1074	73	40	figure	figure	NOUN
iajs-1074	73	41	(	(	PUNCT
iajs-1074	73	42	4	4	NUM
iajs-1074	73	43	)	)	PUNCT
iajs-1074	73	44	)	)	PUNCT
iajs-1074	73	45	then	then	ADV
iajs-1074	73	46	we	we	PRON
iajs-1074	73	47	trained	train	VERB
iajs-1074	73	48	them	they	PRON
iajs-1074	73	49	by	by	ADP
iajs-1074	73	50	using	use	VERB
iajs-1074	73	51	matlab	matlab	PROPN
iajs-1074	73	52	.	.	PUNCT
iajs-1074	74	1	each	each	DET
iajs-1074	74	2	tiff	tiff	NOUN
iajs-1074	74	3	image	image	NOUN
iajs-1074	74	4	is	be	AUX
iajs-1074	74	5	divided	divide	VERB
iajs-1074	74	6	into	into	ADP
iajs-1074	74	7	square	square	ADJ
iajs-1074	74	8	blocks	block	NOUN
iajs-1074	74	9	8	8	NUM
iajs-1074	74	10	×	×	NOUN
iajs-1074	74	11	8	8	NUM
iajs-1074	74	12	pixels	pixel	NOUN
iajs-1074	74	13	and	and	CCONJ
iajs-1074	74	14	transformed	transform	VERB
iajs-1074	74	15	into	into	ADP
iajs-1074	74	16	group	group	NOUN
iajs-1074	74	17	of	of	ADP
iajs-1074	74	18	64	64	NUM
iajs-1074	74	19	size	size	NOUN
iajs-1074	74	20	column	column	NOUN
iajs-1074	74	21	vector	vector	NOUN
iajs-1074	74	22	.	.	PUNCT
iajs-1074	75	1	it	it	PRON
iajs-1074	75	2	includes	include	VERB
iajs-1074	75	3	64	64	NUM
iajs-1074	75	4	input	input	NOUN
iajs-1074	75	5	neurons	neuron	NOUN
iajs-1074	75	6	and	and	CCONJ
iajs-1074	75	7	64	64	NUM
iajs-1074	75	8	output	output	NOUN
iajs-1074	75	9	neurons	neuron	NOUN
iajs-1074	75	10	.	.	PUNCT
iajs-1074	76	1	the	the	DET
iajs-1074	76	2	middle	middle	ADJ
iajs-1074	76	3	layer	layer	NOUN
iajs-1074	76	4	is	be	AUX
iajs-1074	76	5	n	n	PRON
iajs-1074	76	6	which	which	PRON
iajs-1074	76	7	is	be	AUX
iajs-1074	76	8	pointing	point	VERB
iajs-1074	76	9	to	to	ADP
iajs-1074	76	10	number	number	NOUN
iajs-1074	76	11	of	of	ADP
iajs-1074	76	12	neurons	neuron	NOUN
iajs-1074	76	13	in	in	ADP
iajs-1074	76	14	the	the	DET
iajs-1074	76	15	hidden	hide	VERB
iajs-1074	76	16	layer	layer	NOUN
iajs-1074	76	17	which	which	PRON
iajs-1074	76	18	is	be	AUX
iajs-1074	76	19	less	less	ADJ
iajs-1074	76	20	than	than	ADP
iajs-1074	76	21	64	64	NUM
iajs-1074	76	22	.	.	PUNCT
iajs-1074	77	1	the	the	DET
iajs-1074	77	2	multilayer	multilayer	PROPN
iajs-1074	77	3	perceptron	perceptron	PROPN
iajs-1074	77	4	(	(	PUNCT
iajs-1074	77	5	mlp	mlp	PROPN
iajs-1074	77	6	)	)	PUNCT
iajs-1074	77	7	network	network	NOUN
iajs-1074	77	8	is	be	AUX
iajs-1074	77	9	represented	represent	VERB
iajs-1074	77	10	with	with	ADP
iajs-1074	77	11	64	64	NUM
iajs-1074	77	12	-	-	PUNCT
iajs-1074	77	13	n-64	n-64	NOUN
iajs-1074	77	14	configuration	configuration	NOUN
iajs-1074	77	15	.	.	PUNCT
iajs-1074	78	1	after	after	ADP
iajs-1074	78	2	obtaining	obtain	VERB
iajs-1074	78	3	the	the	DET
iajs-1074	78	4	output	output	NOUN
iajs-1074	78	5	results	result	NOUN
iajs-1074	78	6	(	(	PUNCT
iajs-1074	78	7	in	in	ADP
iajs-1074	78	8	figure	figure	NOUN
iajs-1074	78	9	(	(	PUNCT
iajs-1074	78	10	5	5	NUM
iajs-1074	78	11	)	)	PUNCT
iajs-1074	78	12	and	and	CCONJ
iajs-1074	78	13	table	table	NOUN
iajs-1074	78	14	(	(	PUNCT
iajs-1074	78	15	1	1	X
iajs-1074	78	16	)	)	PUNCT
iajs-1074	78	17	we	we	PRON
iajs-1074	78	18	analyzed	analyze	VERB
iajs-1074	78	19	them	they	PRON
iajs-1074	78	20	as	as	SCONJ
iajs-1074	78	21	follows	follow	VERB
iajs-1074	78	22	:	:	PUNCT
iajs-1074	78	23	1	1	X
iajs-1074	78	24	.	.	X
iajs-1074	78	25	when	when	SCONJ
iajs-1074	78	26	we	we	PRON
iajs-1074	78	27	used	use	VERB
iajs-1074	78	28	only	only	ADV
iajs-1074	78	29	one	one	NUM
iajs-1074	78	30	neuron	neuron	NOUN
iajs-1074	78	31	in	in	ADP
iajs-1074	78	32	the	the	DET
iajs-1074	78	33	hidden	hide	VERB
iajs-1074	78	34	layer	layer	NOUN
iajs-1074	78	35	(	(	PUNCT
iajs-1074	78	36	n=1	n=1	PROPN
iajs-1074	78	37	)	)	PUNCT
iajs-1074	78	38	,	,	PUNCT
iajs-1074	78	39	the	the	DET
iajs-1074	78	40	cr	cr	NOUN
iajs-1074	78	41	become	become	VERB
iajs-1074	78	42	very	very	ADV
iajs-1074	78	43	big	big	ADJ
iajs-1074	78	44	as	as	ADV
iajs-1074	78	45	well	well	ADV
iajs-1074	78	46	as	as	ADP
iajs-1074	78	47	mes	me	NOUN
iajs-1074	78	48	and	and	CCONJ
iajs-1074	78	49	successively	successively	ADV
iajs-1074	78	50	psnr	psnr	VERB
iajs-1074	78	51	become	become	VERB
iajs-1074	78	52	small	small	ADJ
iajs-1074	78	53	.	.	PUNCT
iajs-1074	79	1	that	that	PRON
iajs-1074	79	2	's	be	AUX
iajs-1074	79	3	why	why	SCONJ
iajs-1074	79	4	the	the	DET
iajs-1074	79	5	images	image	NOUN
iajs-1074	79	6	do	do	AUX
iajs-1074	79	7	not	not	PART
iajs-1074	79	8	appear	appear	VERB
iajs-1074	79	9	after	after	ADP
iajs-1074	79	10	the	the	DET
iajs-1074	79	11	compression	compression	NOUN
iajs-1074	79	12	process	process	NOUN
iajs-1074	79	13	.	.	PUNCT
iajs-1074	80	1	2	2	X
iajs-1074	80	2	.	.	X
iajs-1074	80	3	when	when	SCONJ
iajs-1074	80	4	we	we	PRON
iajs-1074	80	5	increase	increase	VERB
iajs-1074	80	6	the	the	DET
iajs-1074	80	7	number	number	NOUN
iajs-1074	80	8	of	of	ADP
iajs-1074	80	9	neurons	neuron	NOUN
iajs-1074	80	10	in	in	ADP
iajs-1074	80	11	the	the	DET
iajs-1074	80	12	hidden	hide	VERB
iajs-1074	80	13	layer	layer	NOUN
iajs-1074	80	14	the	the	DET
iajs-1074	80	15	images	image	NOUN
iajs-1074	80	16	will	will	AUX
iajs-1074	80	17	appear	appear	VERB
iajs-1074	80	18	and	and	CCONJ
iajs-1074	80	19	the	the	DET
iajs-1074	80	20	cr	cr	PROPN
iajs-1074	80	21	becomes	become	VERB
iajs-1074	80	22	less	less	ADV
iajs-1074	80	23	as	as	ADV
iajs-1074	80	24	well	well	ADV
iajs-1074	80	25	as	as	ADP
iajs-1074	80	26	mes	me	NOUN
iajs-1074	80	27	versus	versus	ADP
iajs-1074	80	28	psnr	psnr	NOUN
iajs-1074	80	29	which	which	PRON
iajs-1074	80	30	its	its	PRON
iajs-1074	80	31	value	value	NOUN
iajs-1074	80	32	started	start	VERB
iajs-1074	80	33	to	to	PART
iajs-1074	80	34	increase	increase	VERB
iajs-1074	80	35	.	.	PUNCT
iajs-1074	81	1	3	3	X
iajs-1074	81	2	.	.	X
iajs-1074	81	3	the	the	DET
iajs-1074	81	4	images	image	NOUN
iajs-1074	81	5	clearly	clearly	ADV
iajs-1074	81	6	showed	show	VERB
iajs-1074	81	7	when	when	SCONJ
iajs-1074	81	8	the	the	DET
iajs-1074	81	9	number	number	NOUN
iajs-1074	81	10	of	of	ADP
iajs-1074	81	11	neurons	neuron	NOUN
iajs-1074	81	12	(	(	PUNCT
iajs-1074	81	13	n	n	CCONJ
iajs-1074	81	14	)	)	PUNCT
iajs-1074	81	15	become	become	VERB
iajs-1074	81	16	from	from	ADP
iajs-1074	81	17	5	5	NUM
iajs-1074	81	18	to	to	PART
iajs-1074	81	19	12	12	NUM
iajs-1074	81	20	but	but	CCONJ
iajs-1074	81	21	they	they	PRON
iajs-1074	81	22	do	do	AUX
iajs-1074	81	23	n't	not	PART
iajs-1074	81	24	'	'	PUNCT
iajs-1074	81	25	reach	reach	VERB
iajs-1074	81	26	to	to	ADP
iajs-1074	81	27	desired	desire	VERB
iajs-1074	81	28	output	output	NOUN
iajs-1074	81	29	.	.	PUNCT
iajs-1074	82	1	4	4	X
iajs-1074	82	2	.	.	X
iajs-1074	82	3	more	more	ADJ
iajs-1074	82	4	details	detail	NOUN
iajs-1074	82	5	of	of	ADP
iajs-1074	82	6	images	image	NOUN
iajs-1074	82	7	are	be	AUX
iajs-1074	82	8	clearly	clearly	ADV
iajs-1074	82	9	observable	observable	ADJ
iajs-1074	82	10	when	when	SCONJ
iajs-1074	82	11	we	we	PRON
iajs-1074	82	12	used	use	VERB
iajs-1074	82	13	13	13	NUM
iajs-1074	82	14	neurons	neuron	NOUN
iajs-1074	82	15	and	and	CCONJ
iajs-1074	82	16	above	above	ADV
iajs-1074	82	17	.	.	PUNCT
iajs-1074	83	1	good	good	ADJ
iajs-1074	83	2	quality	quality	NOUN
iajs-1074	83	3	of	of	ADP
iajs-1074	83	4	reconstructed	reconstructed	ADJ
iajs-1074	83	5	image	image	NOUN
iajs-1074	83	6	will	will	AUX
iajs-1074	83	7	be	be	AUX
iajs-1074	83	8	obtained	obtain	VERB
iajs-1074	83	9	when	when	SCONJ
iajs-1074	83	10	the	the	DET
iajs-1074	83	11	value	value	NOUN
iajs-1074	83	12	of	of	ADP
iajs-1074	83	13	compression	compression	NOUN
iajs-1074	83	14	ratio	ratio	NOUN
iajs-1074	83	15	less	less	ADJ
iajs-1074	83	16	than	than	ADP
iajs-1074	83	17	five	five	NUM
iajs-1074	83	18	,	,	PUNCT
iajs-1074	83	19	therefore	therefore	ADV
iajs-1074	83	20	the	the	DET
iajs-1074	83	21	13	13	NUM
iajs-1074	83	22	neurons	neuron	NOUN
iajs-1074	83	23	and	and	CCONJ
iajs-1074	83	24	above	above	ADV
iajs-1074	83	25	in	in	ADP
iajs-1074	83	26	the	the	DET
iajs-1074	83	27	hidden	hide	VERB
iajs-1074	83	28	layer	layer	NOUN
iajs-1074	83	29	will	will	AUX
iajs-1074	83	30	be	be	AUX
iajs-1074	83	31	reached	reach	VERB
iajs-1074	83	32	to	to	ADP
iajs-1074	83	33	the	the	DET
iajs-1074	83	34	desired	desire	VERB
iajs-1074	83	35	output	output	NOUN
iajs-1074	83	36	.	.	PUNCT
iajs-1074	84	1	https://en.wikipedia.org/wiki/signal_%28information_theory%29	https://en.wikipedia.org/wiki/signal_%28information_theory%29	PROPN
iajs-1074	85	1	https://en.wikipedia.org/wiki/noise	https://en.wikipedia.org/wiki/noise	NOUN
iajs-1074	85	2	https://en.wikipedia.org/wiki/mean_squared_error	https://en.wikipedia.org/wiki/mean_squared_error	NOUN
iajs-1074	85	3	computer	computer	NOUN
iajs-1074	85	4	|	|	ADV
iajs-1074	85	5	250	250	NUM
iajs-1074	85	6	7112	7112	NUM
iajs-1074	85	7	(	(	PUNCT
iajs-1074	85	8	1	1	NUM
iajs-1074	85	9	(	(	PUNCT
iajs-1074	85	10	العدد	العدد	PROPN
iajs-1074	85	11	)	)	PUNCT
iajs-1074	85	12	30مجلة	30مجلة	PROPN
iajs-1074	85	13	إبن	إبن	VERB
iajs-1074	85	14	الهيثم	الهيثم	ADJ
iajs-1074	85	15	للعلوم	للعلوم	NOUN
iajs-1074	85	16	الصرفة	الصرفة	NOUN
iajs-1074	86	1	و	و	PRON
iajs-1074	86	2	التطبيقية	التطبيقية	ADV
iajs-1074	86	3	المجلد	المجلد	ADV
iajs-1074	86	4	)	)	PUNCT
iajs-1074	87	1	ibn	ibn	PROPN
iajs-1074	87	2	al	al	PROPN
iajs-1074	87	3	-	-	PUNCT
iajs-1074	87	4	haitham	haitham	PROPN
iajs-1074	87	5	j.	j.	PROPN
iajs-1074	87	6	for	for	ADP
iajs-1074	87	7	pure	pure	PROPN
iajs-1074	87	8	&	&	CCONJ
iajs-1074	87	9	appl	appl	PROPN
iajs-1074	87	10	.	.	PUNCT
iajs-1074	88	1	sci	sci	PROPN
iajs-1074	88	2	.	.	PUNCT
iajs-1074	89	1	vol.03	vol.03	PROPN
iajs-1074	89	2	(	(	PUNCT
iajs-1074	89	3	1	1	NUM
iajs-1074	89	4	)	)	PUNCT
iajs-1074	89	5	2017	2017	NUM
iajs-1074	89	6	to	to	PART
iajs-1074	89	7	improve	improve	VERB
iajs-1074	89	8	the	the	DET
iajs-1074	89	9	algorithm	algorithm	NOUN
iajs-1074	89	10	and	and	CCONJ
iajs-1074	89	11	avoid	avoid	VERB
iajs-1074	89	12	the	the	DET
iajs-1074	89	13	emergence	emergence	NOUN
iajs-1074	89	14	of	of	ADP
iajs-1074	89	15	the	the	DET
iajs-1074	89	16	three	three	NUM
iajs-1074	89	17	paragraphs	paragraph	NOUN
iajs-1074	89	18	(	(	PUNCT
iajs-1074	89	19	points	point	NOUN
iajs-1074	89	20	)	)	PUNCT
iajs-1074	89	21	the	the	DET
iajs-1074	89	22	above	above	ADV
iajs-1074	89	23	mentioned	mention	VERB
iajs-1074	89	24	,	,	PUNCT
iajs-1074	89	25	we	we	PRON
iajs-1074	89	26	put	put	VERB
iajs-1074	89	27	the	the	DET
iajs-1074	89	28	condition	condition	NOUN
iajs-1074	89	29	on	on	ADP
iajs-1074	89	30	that	that	DET
iajs-1074	89	31	cr<5	cr<5	PROPN
iajs-1074	89	32	in	in	ADP
iajs-1074	89	33	the	the	DET
iajs-1074	89	34	algorithm	algorithm	NOUN
iajs-1074	89	35	(	(	PUNCT
iajs-1074	89	36	see	see	VERB
iajs-1074	89	37	figure	figure	NOUN
iajs-1074	89	38	(	(	PUNCT
iajs-1074	89	39	6	6	NUM
iajs-1074	89	40	)	)	PUNCT
iajs-1074	89	41	)	)	PUNCT
iajs-1074	89	42	.	.	PUNCT
iajs-1074	90	1	in	in	ADP
iajs-1074	90	2	the	the	DET
iajs-1074	90	3	case	case	NOUN
iajs-1074	90	4	of	of	ADP
iajs-1074	90	5	compression	compression	NOUN
iajs-1074	90	6	ratio	ratio	NOUN
iajs-1074	90	7	is	be	AUX
iajs-1074	90	8	greater	great	ADJ
iajs-1074	90	9	than	than	ADP
iajs-1074	90	10	5	5	NUM
iajs-1074	90	11	,	,	PUNCT
iajs-1074	90	12	the	the	DET
iajs-1074	90	13	value	value	NOUN
iajs-1074	90	14	of	of	ADP
iajs-1074	90	15	neurons	neuron	NOUN
iajs-1074	90	16	in	in	ADP
iajs-1074	90	17	the	the	DET
iajs-1074	90	18	hidden	hide	VERB
iajs-1074	90	19	layer	layer	NOUN
iajs-1074	90	20	will	will	AUX
iajs-1074	90	21	be	be	AUX
iajs-1074	90	22	improved	improve	VERB
iajs-1074	90	23	through	through	ADP
iajs-1074	90	24	multiplying	multiply	VERB
iajs-1074	90	25	it	it	PRON
iajs-1074	90	26	by	by	ADP
iajs-1074	90	27	the	the	DET
iajs-1074	90	28	number	number	NOUN
iajs-1074	90	29	two	two	NUM
iajs-1074	90	30	to	to	PART
iajs-1074	90	31	speed	speed	VERB
iajs-1074	90	32	up	up	ADP
iajs-1074	90	33	the	the	DET
iajs-1074	90	34	training	training	NOUN
iajs-1074	90	35	process	process	NOUN
iajs-1074	90	36	and	and	CCONJ
iajs-1074	90	37	get	get	VERB
iajs-1074	90	38	a	a	DET
iajs-1074	90	39	better	well	ADJ
iajs-1074	90	40	result.(see	result.(see	ADJ
iajs-1074	90	41	figure	figure	NOUN
iajs-1074	90	42	(	(	PUNCT
iajs-1074	90	43	7	7	NUM
iajs-1074	90	44	)	)	PUNCT
iajs-1074	90	45	)	)	PUNCT
iajs-1074	90	46	.	.	PUNCT
iajs-1074	91	1	conclusion	conclusion	NOUN
iajs-1074	91	2	.	.	PUNCT
iajs-1074	92	1	1	1	X
iajs-1074	92	2	.	.	X
iajs-1074	92	3	when	when	SCONJ
iajs-1074	92	4	the	the	DET
iajs-1074	92	5	number	number	NOUN
iajs-1074	92	6	of	of	ADP
iajs-1074	92	7	neurons	neuron	NOUN
iajs-1074	92	8	in	in	ADP
iajs-1074	92	9	the	the	DET
iajs-1074	92	10	hidden	hide	VERB
iajs-1074	92	11	layer	layer	NOUN
iajs-1074	92	12	is	be	AUX
iajs-1074	92	13	increased	increase	VERB
iajs-1074	92	14	,	,	PUNCT
iajs-1074	92	15	the	the	DET
iajs-1074	92	16	efficiency	efficiency	NOUN
iajs-1074	92	17	of	of	ADP
iajs-1074	92	18	the	the	DET
iajs-1074	92	19	method	method	NOUN
iajs-1074	92	20	which	which	PRON
iajs-1074	92	21	used	use	VERB
iajs-1074	92	22	is	be	AUX
iajs-1074	92	23	also	also	ADV
iajs-1074	92	24	increased	increase	VERB
iajs-1074	92	25	.	.	PUNCT
iajs-1074	93	1	2	2	X
iajs-1074	93	2	.	.	X
iajs-1074	93	3	when	when	SCONJ
iajs-1074	93	4	the	the	DET
iajs-1074	93	5	multilayer	multilayer	ADJ
iajs-1074	93	6	perceptron	perceptron	PROPN
iajs-1074	93	7	depends	depend	VERB
iajs-1074	93	8	upon	upon	SCONJ
iajs-1074	93	9	the	the	DET
iajs-1074	93	10	number	number	NOUN
iajs-1074	93	11	of	of	ADP
iajs-1074	93	12	neurons	neuron	NOUN
iajs-1074	93	13	in	in	ADP
iajs-1074	93	14	the	the	DET
iajs-1074	93	15	hidden	hide	VERB
iajs-1074	93	16	layer	layer	NOUN
iajs-1074	93	17	only	only	ADV
iajs-1074	93	18	,	,	PUNCT
iajs-1074	93	19	this	this	DET
iajs-1074	93	20	method	method	NOUN
iajs-1074	93	21	will	will	AUX
iajs-1074	93	22	not	not	PART
iajs-1074	93	23	be	be	AUX
iajs-1074	93	24	quite	quite	ADV
iajs-1074	93	25	enough	enough	ADJ
iajs-1074	93	26	to	to	PART
iajs-1074	93	27	reach	reach	VERB
iajs-1074	93	28	the	the	DET
iajs-1074	93	29	desired	desire	VERB
iajs-1074	93	30	results	result	NOUN
iajs-1074	93	31	,	,	PUNCT
iajs-1074	93	32	therefore	therefore	ADV
iajs-1074	93	33	if	if	SCONJ
iajs-1074	93	34	the	the	DET
iajs-1074	93	35	number	number	NOUN
iajs-1074	93	36	of	of	ADP
iajs-1074	93	37	neurons	neuron	NOUN
iajs-1074	93	38	in	in	ADP
iajs-1074	93	39	hidden	hide	VERB
iajs-1074	93	40	layer	layer	NOUN
iajs-1074	93	41	is	be	AUX
iajs-1074	93	42	little	little	ADJ
iajs-1074	93	43	,	,	PUNCT
iajs-1074	93	44	the	the	DET
iajs-1074	93	45	image	image	NOUN
iajs-1074	93	46	will	will	AUX
iajs-1074	93	47	be	be	AUX
iajs-1074	93	48	compressed	compress	VERB
iajs-1074	93	49	more	more	ADJ
iajs-1074	93	50	and	and	CCONJ
iajs-1074	93	51	we	we	PRON
iajs-1074	93	52	will	will	AUX
iajs-1074	93	53	obtain	obtain	VERB
iajs-1074	93	54	large	large	ADJ
iajs-1074	93	55	value	value	NOUN
iajs-1074	93	56	of	of	ADP
iajs-1074	93	57	compression	compression	NOUN
iajs-1074	93	58	ratio	ratio	NOUN
iajs-1074	93	59	but	but	CCONJ
iajs-1074	93	60	poor	poor	ADJ
iajs-1074	93	61	quality	quality	NOUN
iajs-1074	93	62	of	of	ADP
iajs-1074	93	63	reconstructed	reconstructed	ADJ
iajs-1074	93	64	image	image	NOUN
iajs-1074	93	65	.	.	PUNCT
iajs-1074	94	1	3	3	X
iajs-1074	94	2	.	.	X
iajs-1074	94	3	the	the	DET
iajs-1074	94	4	image	image	NOUN
iajs-1074	94	5	is	be	AUX
iajs-1074	94	6	compressed	compress	VERB
iajs-1074	94	7	successfully	successfully	ADV
iajs-1074	94	8	when	when	SCONJ
iajs-1074	94	9	multilayer	multilayer	ADJ
iajs-1074	94	10	perceptron	perceptron	PROPN
iajs-1074	94	11	depends	depend	VERB
iajs-1074	94	12	on	on	ADP
iajs-1074	94	13	the	the	DET
iajs-1074	94	14	value	value	NOUN
iajs-1074	94	15	of	of	ADP
iajs-1074	94	16	the	the	DET
iajs-1074	94	17	compression	compression	NOUN
iajs-1074	94	18	ratio	ratio	NOUN
iajs-1074	94	19	to	to	PART
iajs-1074	94	20	be	be	AUX
iajs-1074	94	21	less	less	ADJ
iajs-1074	94	22	than	than	ADP
iajs-1074	94	23	5	5	NUM
iajs-1074	94	24	.	.	NOUN
iajs-1074	94	25	4	4	NUM
iajs-1074	94	26	.	.	PUNCT
iajs-1074	95	1	the	the	DET
iajs-1074	95	2	factors	factor	NOUN
iajs-1074	95	3	which	which	PRON
iajs-1074	95	4	effect	effect	NOUN
iajs-1074	95	5	on	on	ADP
iajs-1074	95	6	the	the	DET
iajs-1074	95	7	quality	quality	NOUN
iajs-1074	95	8	of	of	ADP
iajs-1074	95	9	the	the	DET
iajs-1074	95	10	image	image	NOUN
iajs-1074	95	11	are	be	AUX
iajs-1074	95	12	peak	peak	ADJ
iajs-1074	95	13	signal	signal	NOUN
iajs-1074	95	14	-	-	PUNCT
iajs-1074	95	15	to	to	ADP
iajs-1074	95	16	-	-	PUNCT
iajs-1074	95	17	noise	noise	NOUN
iajs-1074	95	18	ratio	ratio	NOUN
iajs-1074	95	19	(	(	PUNCT
iajs-1074	95	20	psnr	psnr	NOUN
iajs-1074	95	21	)	)	PUNCT
iajs-1074	95	22	and	and	CCONJ
iajs-1074	95	23	mean	mean	VERB
iajs-1074	95	24	square	square	ADJ
iajs-1074	95	25	error	error	NOUN
iajs-1074	95	26	(	(	PUNCT
iajs-1074	95	27	mse).the	mse).the	DET
iajs-1074	95	28	reconstruct	reconstruct	NOUN
iajs-1074	95	29	image	image	NOUN
iajs-1074	95	30	will	will	AUX
iajs-1074	95	31	be	be	AUX
iajs-1074	95	32	successively	successively	ADV
iajs-1074	95	33	with	with	ADP
iajs-1074	95	34	psnr	psnr	NOUN
iajs-1074	95	35	and	and	CCONJ
iajs-1074	95	36	inversely	inversely	ADV
iajs-1074	95	37	with	with	ADP
iajs-1074	95	38	mse	mse	PROPN
iajs-1074	95	39	.	.	PUNCT
iajs-1074	96	1	references	reference	NOUN
iajs-1074	96	2	1	1	NUM
iajs-1074	96	3	.	.	PUNCT
iajs-1074	97	1	amjan	amjan	PROPN
iajs-1074	97	2	shaik	shaik	PROPN
iajs-1074	97	3	and	and	CCONJ
iajs-1074	97	4	dr	dr	PROPN
iajs-1074	97	5	.	.	PROPN
iajs-1074	97	6	reddy	reddy	PROPN
iajs-1074	97	7	,	,	PUNCT
iajs-1074	97	8	.c.k	.c.k	PROPN
iajs-1074	97	9	.	.	PUNCT
iajs-1074	97	10	,	,	PUNCT
iajs-1074	97	11	(	(	PUNCT
iajs-1074	97	12	2011),”empirical	2011),”empirical	ADJ
iajs-1074	97	13	analysis	analysis	NOUN
iajs-1074	97	14	of	of	ADP
iajs-1074	97	15	image	image	NOUN
iajs-1074	97	16	compression	compression	NOUN
iajs-1074	97	17	through	through	ADP
iajs-1074	97	18	wave	wave	NOUN
iajs-1074	97	19	transform	transform	NOUN
iajs-1074	97	20	and	and	CCONJ
iajs-1074	97	21	neural	neural	ADJ
iajs-1074	97	22	network	network	NOUN
iajs-1074	97	23	”	"	PUNCT
iajs-1074	97	24	,	,	PUNCT
iajs-1074	97	25	international	international	ADJ
iajs-1074	97	26	journal	journal	NOUN
iajs-1074	97	27	of	of	ADP
iajs-1074	97	28	computer	computer	NOUN
iajs-1074	97	29	science	science	NOUN
iajs-1074	97	30	and	and	CCONJ
iajs-1074	97	31	information	information	NOUN
iajs-1074	97	32	technologies	technology	NOUN
iajs-1074	97	33	(	(	PUNCT
iajs-1074	97	34	ijcsit	ijcsit	ADJ
iajs-1074	97	35	)	)	PUNCT
iajs-1074	97	36	,	,	PUNCT
iajs-1074	97	37	2	2	NUM
iajs-1074	97	38	,	,	PUNCT
iajs-1074	97	39	924	924	NUM
iajs-1074	97	40	-	-	SYM
iajs-1074	97	41	931	931	NUM
iajs-1074	97	42	.	.	PUNCT
iajs-1074	98	1	2	2	NUM
iajs-1074	98	2	.	.	X
iajs-1074	98	3	reddy	reddy	PROPN
iajs-1074	98	4	k.siva	k.siva	PROPN
iajs-1074	98	5	nagi	nagi	PROPN
iajs-1074	98	6	,	,	PUNCT
iajs-1074	98	7	dr	dr	PROPN
iajs-1074	98	8	.	.	PROPN
iajs-1074	98	9	vikram	vikram	PROPN
iajs-1074	98	10	.b.r	.b.r	PROPN
iajs-1074	98	11	.	.	PROPN
iajs-1074	98	12	,	,	PUNCT
iajs-1074	98	13	b.sudheer	b.sudheer	NOUN
iajs-1074	98	14	reddy	reddy	PROPN
iajs-1074	98	15	and	and	CCONJ
iajs-1074	98	16	koteswararao	koteswararao	PROPN
iajs-1074	98	17	.	.	PUNCT
iajs-1074	99	1	l.	l.	PROPN
iajs-1074	99	2	,	,	PUNCT
iajs-1074	99	3	(	(	PUNCT
iajs-1074	99	4	2012	2012	NUM
iajs-1074	99	5	)	)	PUNCT
iajs-1074	99	6	,	,	PUNCT
iajs-1074	99	7	“	"	PUNCT
iajs-1074	99	8	image	image	NOUN
iajs-1074	99	9	compression	compression	NOUN
iajs-1074	99	10	and	and	CCONJ
iajs-1074	99	11	reconstruction	reconstruction	NOUN
iajs-1074	99	12	using	use	VERB
iajs-1074	99	13	a	a	DET
iajs-1074	99	14	new	new	ADJ
iajs-1074	99	15	approach	approach	NOUN
iajs-1074	99	16	by	by	ADP
iajs-1074	99	17	artificial	artificial	ADJ
iajs-1074	99	18	neural	neural	ADJ
iajs-1074	99	19	network	network	NOUN
iajs-1074	99	20	”	"	PUNCT
iajs-1074	99	21	,	,	PUNCT
iajs-1074	99	22	international	international	ADJ
iajs-1074	99	23	journal	journal	NOUN
iajs-1074	99	24	of	of	ADP
iajs-1074	99	25	image	image	NOUN
iajs-1074	99	26	processing	processing	NOUN
iajs-1074	99	27	(	(	PUNCT
iajs-1074	99	28	ijip	ijip	NOUN
iajs-1074	99	29	)	)	PUNCT
iajs-1074	99	30	,	,	PUNCT
iajs-1074	99	31	6,2	6,2	NUM
iajs-1074	99	32	.	.	X
iajs-1074	100	1	3	3	X
iajs-1074	100	2	.	.	X
iajs-1074	100	3	prema	prema	PROPN
iajs-1074	100	4	karthikeyan	karthikeyan	PROPN
iajs-1074	100	5	and	and	CCONJ
iajs-1074	100	6	narayanan	narayanan	PROPN
iajs-1074	100	7	sreekumar	sreekumar	PROPN
iajs-1074	100	8	,	,	PUNCT
iajs-1074	100	9	(	(	PUNCT
iajs-1074	100	10	2011	2011	NUM
iajs-1074	100	11	)	)	PUNCT
iajs-1074	100	12	"	"	PUNCT
iajs-1074	100	13	a	a	DET
iajs-1074	100	14	study	study	NOUN
iajs-1074	100	15	on	on	ADP
iajs-1074	100	16	image	image	NOUN
iajs-1074	100	17	compression	compression	NOUN
iajs-1074	100	18	with	with	ADP
iajs-1074	100	19	neural	neural	ADJ
iajs-1074	100	20	networks	network	NOUN
iajs-1074	100	21	using	use	VERB
iajs-1074	100	22	modified	modify	VERB
iajs-1074	100	23	levenberg	levenberg	PROPN
iajs-1074	100	24	maruardt	maruardt	NOUN
iajs-1074	100	25	method	method	NOUN
iajs-1074	100	26	"	"	PUNCT
iajs-1074	100	27	,	,	PUNCT
iajs-1074	100	28	global	global	PROPN
iajs-1074	100	29	journals	journals	PROPN
iajs-1074	100	30	inc	inc	PROPN
iajs-1074	100	31	.	.	PROPN
iajs-1074	100	32	(	(	PUNCT
iajs-1074	100	33	usa	usa	PROPN
iajs-1074	100	34	)	)	PUNCT
iajs-1074	100	35	,	,	PUNCT
iajs-1074	100	36	1.0	1.0	NUM
iajs-1074	100	37	.	.	PUNCT
iajs-1074	101	1	4.haykin	4.haykin	NUM
iajs-1074	101	2	,	,	PUNCT
iajs-1074	101	3	s.	s.	PROPN
iajs-1074	101	4	,	,	PUNCT
iajs-1074	101	5	2009,"neural	2009,"neural	ADJ
iajs-1074	101	6	networks	network	NOUN
iajs-1074	101	7	and	and	CCONJ
iajs-1074	101	8	learning	learn	VERB
iajs-1074	101	9	machines	machine	NOUN
iajs-1074	101	10	"	"	PUNCT
iajs-1074	101	11	.	.	PUNCT
iajs-1074	102	1	prentice	prentice	PROPN
iajs-1074	102	2	hall	hall	PROPN
iajs-1074	102	3	,	,	PUNCT
iajs-1074	102	4	usa	usa	PROPN
iajs-1074	102	5	.	.	PROPN
iajs-1074	102	6	5	5	NUM
iajs-1074	102	7	.	.	X
iajs-1074	103	1	hadi	hadi	PROPN
iajs-1074	103	2	veisi	veisi	VERB
iajs-1074	103	3	and	and	CCONJ
iajs-1074	103	4	mansour	mansour	PROPN
iajs-1074	103	5	jamzad,(2009),”a	jamzad,(2009),”a	PROPN
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iajs-1074	103	7	based	base	VERB
iajs-1074	103	8	approach	approach	NOUN
iajs-1074	103	9	in	in	ADP
iajs-1074	103	10	image	image	NOUN
iajs-1074	103	11	compression	compression	NOUN
iajs-1074	103	12	using	use	VERB
iajs-1074	103	13	neural	neural	ADJ
iajs-1074	103	14	networks	network	NOUN
iajs-1074	103	15	”	"	PUNCT
iajs-1074	103	16	,	,	PUNCT
iajs-1074	103	17	international	international	ADJ
iajs-1074	103	18	journal	journal	NOUN
iajs-1074	103	19	of	of	ADP
iajs-1074	103	20	information	information	NOUN
iajs-1074	103	21	and	and	CCONJ
iajs-1074	103	22	communication	communication	NOUN
iajs-1074	103	23	engineering	engineering	NOUN
iajs-1074	103	24	5:2	5:2	NOUN
iajs-1074	103	25	.	.	PUNCT
iajs-1074	104	1	6	6	NUM
iajs-1074	104	2	.	.	PUNCT
iajs-1074	104	3	veisi	veisi	VERB
iajs-1074	104	4	h.	h.	PROPN
iajs-1074	104	5	and	and	CCONJ
iajs-1074	104	6	jamzad	jamzad	PROPN
iajs-1074	104	7	m.	m.	NOUN
iajs-1074	104	8	,(2005	,(2005	PROPN
iajs-1074	104	9	)	)	PUNCT
iajs-1074	104	10	,	,	PUNCT
iajs-1074	104	11	"	"	PUNCT
iajs-1074	104	12	image	image	NOUN
iajs-1074	104	13	compression	compression	NOUN
iajs-1074	104	14	using	use	VERB
iajs-1074	104	15	neural	neural	ADJ
iajs-1074	104	16	networks	network	NOUN
iajs-1074	104	17	"	"	PUNCT
iajs-1074	104	18	,	,	PUNCT
iajs-1074	104	19	image	image	NOUN
iajs-1074	104	20	processing	processing	NOUN
iajs-1074	104	21	and	and	CCONJ
iajs-1074	104	22	machine	machine	NOUN
iajs-1074	104	23	vision	vision	PROPN
iajs-1074	104	24	conference	conference	PROPN
iajs-1074	104	25	(	(	PUNCT
iajs-1074	104	26	mvip	mvip	PROPN
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iajs-1074	104	28	,	,	PUNCT
iajs-1074	104	29	tehran	tehran	PROPN
iajs-1074	104	30	,	,	PUNCT
iajs-1074	104	31	iran	iran	PROPN
iajs-1074	104	32	.	.	PUNCT
iajs-1074	105	1	7	7	X
iajs-1074	105	2	.	.	X
iajs-1074	105	3	durai	durai	ADJ
iajs-1074	105	4	.s	.s	PROPN
iajs-1074	105	5	.	.	PUNCT
iajs-1074	106	1	anna	anna	NOUN
iajs-1074	106	2	and	and	CCONJ
iajs-1074	106	3	saro	saro	VERB
iajs-1074	106	4	.e	.e	PROPN
iajs-1074	106	5	.	.	PUNCT
iajs-1074	107	1	anna	anna	PROPN
iajs-1074	107	2	,	,	PUNCT
iajs-1074	107	3	(	(	PUNCT
iajs-1074	107	4	2008),"image	2008),"image	NUM
iajs-1074	107	5	compression	compression	NOUN
iajs-1074	107	6	with	with	ADP
iajs-1074	107	7	back	back	ADJ
iajs-1074	107	8	-	-	PUNCT
iajs-1074	107	9	propagation	propagation	NOUN
iajs-1074	107	10	neural	neural	ADJ
iajs-1074	107	11	network	network	NOUN
iajs-1074	107	12	using	use	VERB
iajs-1074	107	13	cumulative	cumulative	ADJ
iajs-1074	107	14	distribution	distribution	NOUN
iajs-1074	107	15	function	function	NOUN
iajs-1074	107	16	"	"	PUNCT
iajs-1074	107	17	,	,	PUNCT
iajs-1074	107	18	international	international	ADJ
iajs-1074	107	19	journal	journal	NOUN
iajs-1074	107	20	of	of	ADP
iajs-1074	107	21	computer	computer	NOUN
iajs-1074	107	22	,	,	PUNCT
iajs-1074	107	23	electrical	electrical	ADJ
iajs-1074	107	24	,	,	PUNCT
iajs-1074	107	25	automation	automation	NOUN
iajs-1074	107	26	,	,	PUNCT
iajs-1074	107	27	control	control	NOUN
iajs-1074	107	28	and	and	CCONJ
iajs-1074	107	29	information	information	NOUN
iajs-1074	107	30	engineering	engineering	NOUN
iajs-1074	107	31	,	,	PUNCT
iajs-1074	107	32	2	2	NUM
iajs-1074	107	33	,	,	PUNCT
iajs-1074	107	34	5	5	NUM
iajs-1074	107	35	.	.	NOUN
iajs-1074	107	36	8	8	NUM
iajs-1074	107	37	.	.	X
iajs-1074	107	38	cybenko	cybenko	PROPN
iajs-1074	107	39	.	.	PROPN
iajs-1074	107	40	,	,	PUNCT
iajs-1074	107	41	g.	g.	PROPN
iajs-1074	107	42	,1989	,1989	PROPN
iajs-1074	107	43	,	,	PUNCT
iajs-1074	107	44	"	"	PUNCT
iajs-1074	107	45	approximations	approximation	NOUN
iajs-1074	107	46	by	by	ADP
iajs-1074	107	47	superpositions	superposition	NOUN
iajs-1074	107	48	of	of	ADP
iajs-1074	107	49	sigmoidal	sigmoidal	NOUN
iajs-1074	107	50	functions	function	NOUN
iajs-1074	107	51	"	"	PUNCT
iajs-1074	107	52	,	,	PUNCT
iajs-1074	107	53	mathematics	mathematic	NOUN
iajs-1074	107	54	of	of	ADP
iajs-1074	107	55	control	control	NOUN
iajs-1074	107	56	,	,	PUNCT
iajs-1074	107	57	signals	signal	NOUN
iajs-1074	107	58	,	,	PUNCT
iajs-1074	107	59	and	and	CCONJ
iajs-1074	107	60	systems	system	NOUN
iajs-1074	107	61	,	,	PUNCT
iajs-1074	107	62	2	2	NUM
iajs-1074	107	63	(	(	PUNCT
iajs-1074	107	64	4	4	NUM
iajs-1074	107	65	)	)	PUNCT
iajs-1074	107	66	,	,	PUNCT
iajs-1074	107	67	303	303	NUM
iajs-1074	107	68	-	-	SYM
iajs-1074	107	69	314	314	NUM
iajs-1074	107	70	.	.	PUNCT
iajs-1074	108	1	9	9	NUM
iajs-1074	108	2	.	.	X
iajs-1074	109	1	petersen	petersen	PROPN
iajs-1074	109	2	.m	.m	PROPN
iajs-1074	109	3	.	.	PUNCT
iajs-1074	110	1	egmont	egmont	PROPN
iajs-1074	110	2	,	,	PUNCT
iajs-1074	110	3	ridder	ridder	PROPN
iajs-1074	110	4	.d	.d	PROPN
iajs-1074	110	5	.	.	PUNCT
iajs-1074	111	1	de	de	VERB
iajs-1074	111	2	and	and	CCONJ
iajs-1074	111	3	handels	handel	NOUN
iajs-1074	111	4	.h	.h	PROPN
iajs-1074	111	5	.	.	PUNCT
iajs-1074	112	1	,2002	,2002	PUNCT
iajs-1074	112	2	"	"	PUNCT
iajs-1074	112	3	image	image	NOUN
iajs-1074	112	4	processing	processing	NOUN
iajs-1074	112	5	with	with	ADP
iajs-1074	112	6	neural	neural	ADJ
iajs-1074	112	7	networks	network	NOUN
iajs-1074	112	8	a	a	DET
iajs-1074	112	9	review	review	NOUN
iajs-1074	112	10	"	"	PUNCT
iajs-1074	112	11	,	,	PUNCT
iajs-1074	112	12	pattern	pattern	NOUN
iajs-1074	112	13	recognition	recognition	NOUN
iajs-1074	112	14	,	,	PUNCT
iajs-1074	112	15	35	35	NUM
iajs-1074	112	16	,	,	PUNCT
iajs-1074	112	17	2279	2279	NUM
iajs-1074	112	18	-	-	SYM
iajs-1074	112	19	2301	2301	NUM
iajs-1074	112	20	.	.	PUNCT
iajs-1074	113	1	10	10	NUM
iajs-1074	113	2	.	.	PUNCT
iajs-1074	114	1	ramanaiah	ramanaiah	PROPN
iajs-1074	114	2	.	.	PUNCT
iajs-1074	115	1	k.v	k.v	PROPN
iajs-1074	115	2	and	and	CCONJ
iajs-1074	115	3	siripurapu	siripurapu	ADJ
iajs-1074	115	4	sridhar	sridhar	NOUN
iajs-1074	115	5	,	,	PUNCT
iajs-1074	115	6	2015	2015	NUM
iajs-1074	115	7	,	,	PUNCT
iajs-1074	115	8	"	"	PUNCT
iajs-1074	115	9	soft	soft	ADJ
iajs-1074	115	10	computing	compute	VERB
iajs-1074	115	11	artificial	artificial	ADJ
iajs-1074	115	12	neural	neural	ADJ
iajs-1074	115	13	networks	network	NOUN
iajs-1074	115	14	and	and	CCONJ
iajs-1074	115	15	transform	transform	VERB
iajs-1074	115	16	based	base	VERB
iajs-1074	115	17	image	image	NOUN
iajs-1074	115	18	compression	compression	NOUN
iajs-1074	115	19	techniquesan	techniquesan	NOUN
iajs-1074	115	20	analysis	analysis	NOUN
iajs-1074	115	21	"	"	PUNCT
iajs-1074	115	22	,	,	PUNCT
iajs-1074	115	23	institute	institute	NOUN
iajs-1074	115	24	of	of	ADP
iajs-1074	115	25	engineering	engineering	NOUN
iajs-1074	115	26	and	and	CCONJ
iajs-1074	115	27	technology	technology	NOUN
iajs-1074	115	28	,	,	PUNCT
iajs-1074	115	29	india	india	PROPN
iajs-1074	115	30	,	,	PUNCT
iajs-1074	115	31	7	7	NUM
iajs-1074	115	32	-	-	SYM
iajs-1074	115	33	13	13	NUM
iajs-1074	115	34	.	.	PUNCT
iajs-1074	115	35	11	11	NUM
iajs-1074	115	36	.	.	PUNCT
iajs-1074	116	1	rajesh	rajesh	PROPN
iajs-1074	116	2	kumar	kumar	PROPN
iajs-1074	116	3	,	,	PUNCT
iajs-1074	116	4	ramanaiah	ramanaiah	PROPN
iajs-1074	116	5	k.v	k.v	PROPN
iajs-1074	116	6	and	and	CCONJ
iajs-1074	116	7	nataraj	nataraj	ADJ
iajs-1074	116	8	dasari	dasari	PROPN
iajs-1074	116	9	,	,	PUNCT
iajs-1074	116	10	(	(	PUNCT
iajs-1074	116	11	2013),"generalization	2013),"generalization	NOUN
iajs-1074	116	12	ability	ability	NOUN
iajs-1074	116	13	of	of	ADP
iajs-1074	116	14	neural	neural	ADJ
iajs-1074	116	15	networks	network	NOUN
iajs-1074	116	16	for	for	ADP
iajs-1074	116	17	image	image	NOUN
iajs-1074	116	18	compression	compression	NOUN
iajs-1074	116	19	-	-	PUNCT
iajs-1074	116	20	an	an	DET
iajs-1074	116	21	analysis	analysis	NOUN
iajs-1074	116	22	"	"	PUNCT
iajs-1074	116	23	institute	institute	NOUN
iajs-1074	116	24	of	of	ADP
iajs-1074	116	25	engineering	engineering	NOUN
iajs-1074	116	26	and	and	CCONJ
iajs-1074	116	27	technology	technology	NOUN
iajs-1074	116	28	,	,	PUNCT
iajs-1074	116	29	india	india	PROPN
iajs-1074	116	30	.	.	PUNCT
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iajs-1074	122	40	.	.	PUNCT
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iajs-1074	127	282	18	18	NUM
iajs-1074	127	283	-	-	SYM
iajs-1074	127	284	64	64	NUM
iajs-1074	127	285	3.555	3.555	NUM
iajs-1074	127	286	0.0039	0.0039	NUM
iajs-1074	127	287	0.0063	0.0063	NUM
iajs-1074	127	288	0.0019	0.0019	NUM
iajs-1074	127	289	0.0041	0.0041	NUM
iajs-1074	127	290	72.22	72.22	NUM
iajs-1074	127	291	70.14	70.14	NUM
iajs-1074	127	292	75.34	75.34	NUM
iajs-1074	127	293	71.93	71.93	NUM
iajs-1074	127	294	64	64	NUM
iajs-1074	127	295	-	-	SYM
iajs-1074	127	296	19	19	NUM
iajs-1074	127	297	-	-	SYM
iajs-1074	127	298	64	64	NUM
iajs-1074	127	299	3.368	3.368	NUM
iajs-1074	127	300	0.0049	0.0049	NUM
iajs-1074	127	301	0.0078	0.0078	NUM
iajs-1074	127	302	0.0033	0.0033	NUM
iajs-1074	127	303	0.0059	0.0059	NUM
iajs-1074	127	304	71.23	71.23	NUM
iajs-1074	127	305	69.21	69.21	NUM
iajs-1074	127	306	72.95	72.95	NUM
iajs-1074	127	307	70.42	70.42	NUM
iajs-1074	127	308	64	64	NUM
iajs-1074	127	309	-	-	SYM
iajs-1074	127	310	20	20	NUM
iajs-1074	127	311	-	-	SYM
iajs-1074	127	312	64	64	NUM
iajs-1074	127	313	3.2	3.2	NUM
iajs-1074	127	314	0.0039	0.0039	NUM
iajs-1074	127	315	0.0062	0.0062	NUM
iajs-1074	127	316	0.0021	0.0021	NUM
iajs-1074	127	317	0.0035	0.0035	NUM
iajs-1074	127	318	72.22	72.22	NUM
iajs-1074	127	319	70.21	70.21	NUM
iajs-1074	127	320	74.91	74.91	NUM
iajs-1074	127	321	72.69	72.69	NUM
iajs-1074	127	322	64	64	NUM
iajs-1074	127	323	-	-	SYM
iajs-1074	127	324	25	25	NUM
iajs-1074	127	325	-	-	SYM
iajs-1074	127	326	64	64	NUM
iajs-1074	127	327	2.56	2.56	NUM
iajs-1074	127	328	0.0022	0.0022	NUM
iajs-1074	127	329	0.0043	0.0043	NUM
iajs-1074	127	330	0.0015	0.0015	NUM
iajs-1074	127	331	0.0024	0.0024	NUM
iajs-1074	127	332	74.71	74.71	NUM
iajs-1074	127	333	71.80	71.80	NUM
iajs-1074	127	334	76.37	76.37	NUM
iajs-1074	127	335	74.33	74.33	NUM
iajs-1074	127	336	64	64	NUM
iajs-1074	127	337	-	-	SYM
iajs-1074	127	338	30	30	NUM
iajs-1074	127	339	-	-	SYM
iajs-1074	127	340	64	64	NUM
iajs-1074	127	341	2.133	2.133	NUM
iajs-1074	127	342	0.0028	0.0028	NUM
iajs-1074	127	343	0.0051	0.0051	NUM
iajs-1074	127	344	0.0017	0.0017	NUM
iajs-1074	127	345	0.0029	0.0029	NUM
iajs-1074	127	346	73.66	73.66	NUM
iajs-1074	127	347	71.06	71.06	NUM
iajs-1074	127	348	75.83	75.83	NUM
iajs-1074	127	349	73.51	73.51	NUM
iajs-1074	127	350	64	64	NUM
iajs-1074	127	351	-	-	SYM
iajs-1074	127	352	35	35	NUM
iajs-1074	127	353	-	-	SYM
iajs-1074	127	354	64	64	NUM
iajs-1074	127	355	1.828	1.828	NUM
iajs-1074	127	356	0.0033	0.0033	NUM
iajs-1074	127	357	0.0056	0.0056	NUM
iajs-1074	127	358	0.0019	0.0019	NUM
iajs-1074	127	359	0.0031	0.0031	NUM
iajs-1074	127	360	72.95	72.95	NUM
iajs-1074	127	361	70.65	70.65	NUM
iajs-1074	127	362	75.34	75.34	NUM
iajs-1074	127	363	73.22	73.22	NUM
iajs-1074	127	364	computer	computer	NOUN
iajs-1074	127	365	|	|	ADV
iajs-1074	127	366	252	252	NUM
iajs-1074	127	367	7112	7112	NUM
iajs-1074	127	368	(	(	PUNCT
iajs-1074	127	369	1	1	NUM
iajs-1074	127	370	(	(	PUNCT
iajs-1074	127	371	العدد	العدد	PROPN
iajs-1074	127	372	)	)	PUNCT
iajs-1074	127	373	30مجلة	30مجلة	PROPN
iajs-1074	127	374	إبن	إبن	VERB
iajs-1074	127	375	الهيثم	الهيثم	ADJ
iajs-1074	127	376	للعلوم	للعلوم	NOUN
iajs-1074	127	377	الصرفة	الصرفة	NOUN
iajs-1074	128	1	و	و	PRON
iajs-1074	128	2	التطبيقية	التطبيقية	ADV
iajs-1074	128	3	المجلد	المجلد	ADV
iajs-1074	128	4	)	)	PUNCT
iajs-1074	129	1	ibn	ibn	PROPN
iajs-1074	129	2	al	al	PROPN
iajs-1074	129	3	-	-	PUNCT
iajs-1074	129	4	haitham	haitham	PROPN
iajs-1074	129	5	j.	j.	PROPN
iajs-1074	129	6	for	for	ADP
iajs-1074	129	7	pure	pure	PROPN
iajs-1074	129	8	&	&	CCONJ
iajs-1074	129	9	appl	appl	PROPN
iajs-1074	129	10	.	.	PUNCT
iajs-1074	130	1	sci	sci	PROPN
iajs-1074	130	2	.	.	PUNCT
iajs-1074	131	1	vol.03	vol.03	PROPN
iajs-1074	131	2	(	(	PUNCT
iajs-1074	131	3	1	1	NUM
iajs-1074	131	4	)	)	PUNCT
iajs-1074	131	5	2017	2017	NUM
iajs-1074	131	6	figure	figure	NOUN
iajs-1074	131	7	(	(	PUNCT
iajs-1074	131	8	1	1	NUM
iajs-1074	131	9	)	)	PUNCT
iajs-1074	131	10	neural	neural	ADJ
iajs-1074	131	11	network	network	NOUN
iajs-1074	131	12	for	for	ADP
iajs-1074	131	13	image	image	NOUN
iajs-1074	131	14	compression	compression	NOUN
iajs-1074	131	15	figure	figure	NOUN
iajs-1074	131	16	(	(	PUNCT
iajs-1074	131	17	2	2	NUM
iajs-1074	131	18	)	)	PUNCT
iajs-1074	131	19	architecture	architecture	NOUN
iajs-1074	131	20	of	of	ADP
iajs-1074	131	21	backpropagtion	backpropagtion	NOUN
iajs-1074	131	22	neural	neural	ADJ
iajs-1074	131	23	network	network	NOUN
iajs-1074	131	24	computer	computer	NOUN
iajs-1074	131	25	|	|	ADV
iajs-1074	131	26	253	253	NUM
iajs-1074	131	27	7112	7112	NUM
iajs-1074	131	28	(	(	PUNCT
iajs-1074	131	29	1	1	NUM
iajs-1074	131	30	(	(	PUNCT
iajs-1074	131	31	العدد	العدد	PROPN
iajs-1074	131	32	)	)	PUNCT
iajs-1074	131	33	30مجلة	30مجلة	PROPN
iajs-1074	131	34	إبن	إبن	VERB
iajs-1074	131	35	الهيثم	الهيثم	ADJ
iajs-1074	131	36	للعلوم	للعلوم	NOUN
iajs-1074	131	37	الصرفة	الصرفة	NOUN
iajs-1074	132	1	و	و	PRON
iajs-1074	132	2	التطبيقية	التطبيقية	ADV
iajs-1074	132	3	المجلد	المجلد	ADV
iajs-1074	132	4	)	)	PUNCT
iajs-1074	133	1	ibn	ibn	PROPN
iajs-1074	133	2	al	al	PROPN
iajs-1074	133	3	-	-	PUNCT
iajs-1074	133	4	haitham	haitham	PROPN
iajs-1074	133	5	j.	j.	PROPN
iajs-1074	133	6	for	for	ADP
iajs-1074	133	7	pure	pure	PROPN
iajs-1074	133	8	&	&	CCONJ
iajs-1074	133	9	appl	appl	PROPN
iajs-1074	133	10	.	.	PUNCT
iajs-1074	134	1	sci	sci	PROPN
iajs-1074	134	2	.	.	PUNCT
iajs-1074	135	1	vol.03	vol.03	PROPN
iajs-1074	135	2	(	(	PUNCT
iajs-1074	135	3	1	1	NUM
iajs-1074	135	4	)	)	PUNCT
iajs-1074	135	5	2017	2017	NUM
iajs-1074	135	6	figure	figure	NOUN
iajs-1074	135	7	(	(	PUNCT
iajs-1074	135	8	3	3	NUM
iajs-1074	135	9	)	)	PUNCT
iajs-1074	135	10	compression	compression	NOUN
iajs-1074	135	11	and	and	CCONJ
iajs-1074	135	12	decompression	decompression	NOUN
iajs-1074	135	13	of	of	ADP
iajs-1074	135	14	image	image	NOUN
iajs-1074	135	15	within	within	ADP
iajs-1074	135	16	the	the	DET
iajs-1074	135	17	ann	ann	PROPN
iajs-1074	135	18	imag1	imag1	PROPN
iajs-1074	136	1	image2	image2	PROPN
iajs-1074	136	2	image3	image3	PROPN
iajs-1074	136	3	image4	image4	PROPN
iajs-1074	136	4	figure	figure	NOUN
iajs-1074	136	5	(	(	PUNCT
iajs-1074	136	6	4	4	NUM
iajs-1074	136	7	)	)	PUNCT
iajs-1074	136	8	original	original	ADJ
iajs-1074	136	9	tiff	tiff	NOUN
iajs-1074	136	10	images	image	NOUN
iajs-1074	136	11	(	(	PUNCT
iajs-1074	136	12	256	256	NUM
iajs-1074	136	13	x	x	SYM
iajs-1074	136	14	256	256	NUM
iajs-1074	136	15	pixels	pixel	NOUN
iajs-1074	136	16	)	)	PUNCT
iajs-1074	136	17	to	to	PART
iajs-1074	136	18	be	be	AUX
iajs-1074	136	19	compressed	compress	VERB
iajs-1074	136	20	computer	computer	NOUN
iajs-1074	136	21	|	|	ADV
iajs-1074	136	22	254	254	NUM
iajs-1074	136	23	7112	7112	NUM
iajs-1074	136	24	(	(	PUNCT
iajs-1074	136	25	1	1	NUM
iajs-1074	136	26	(	(	PUNCT
iajs-1074	136	27	العدد	العدد	PROPN
iajs-1074	136	28	)	)	PUNCT
iajs-1074	136	29	30مجلة	30مجلة	PROPN
iajs-1074	136	30	إبن	إبن	VERB
iajs-1074	136	31	الهيثم	الهيثم	ADJ
iajs-1074	136	32	للعلوم	للعلوم	NOUN
iajs-1074	136	33	الصرفة	الصرفة	NOUN
iajs-1074	137	1	و	و	PRON
iajs-1074	137	2	التطبيقية	التطبيقية	ADV
iajs-1074	137	3	المجلد	المجلد	ADV
iajs-1074	137	4	)	)	PUNCT
iajs-1074	138	1	ibn	ibn	PROPN
iajs-1074	138	2	al	al	PROPN
iajs-1074	138	3	-	-	PUNCT
iajs-1074	138	4	haitham	haitham	PROPN
iajs-1074	138	5	j.	j.	PROPN
iajs-1074	138	6	for	for	ADP
iajs-1074	138	7	pure	pure	PROPN
iajs-1074	138	8	&	&	CCONJ
iajs-1074	138	9	appl	appl	PROPN
iajs-1074	138	10	.	.	PUNCT
iajs-1074	139	1	sci	sci	PROPN
iajs-1074	139	2	.	.	PUNCT
iajs-1074	140	1	vol.03	vol.03	PROPN
iajs-1074	140	2	(	(	PUNCT
iajs-1074	140	3	1	1	NUM
iajs-1074	140	4	)	)	PUNCT
iajs-1074	140	5	2017	2017	NUM
iajs-1074	140	6	35n	35n	PROPN
iajs-1074	140	7	mse	mse	PROPN
iajs-1074	140	8	:	:	PUNCT
iajs-1074	140	9	0.0033193	0.0033193	NUM
iajs-1074	140	10	0.0056998	0.0056998	NUM
iajs-1074	140	11	0.0019209	0.0019209	NUM
iajs-1074	140	12	0.0031696	0.0031696	NUM
iajs-1074	140	13	30	30	NUM
iajs-1074	140	14	n	n	PRON
iajs-1074	140	15	mse	mse	NOUN
iajs-1074	140	16	:	:	PUNCT
iajs-1074	140	17	0.0028934	0.0028934	NUM
iajs-1074	140	18	0.0051062	0.0051062	NUM
iajs-1074	140	19	0.0017689	0.0017689	NUM
iajs-1074	140	20	0.0029109	0.0029109	NUM
iajs-1074	140	21	25	25	NUM
iajs-1074	140	22	n	n	PRON
iajs-1074	140	23	mse	mse	NOUN
iajs-1074	140	24	:	:	PUNCT
iajs-1074	140	25	0.0022561	0.0022561	NUM
iajs-1074	140	26	0.0043156	0.0043156	NUM
iajs-1074	140	27	0.0015185	0.0015185	NUM
iajs-1074	141	1	0.0024167	0.0024167	NUM
iajs-1074	141	2	20	20	NUM
iajs-1074	141	3	n	n	PRON
iajs-1074	141	4	mse	mse	NOUN
iajs-1074	141	5	:	:	PUNCT
iajs-1074	141	6	0.0039689	0.0039689	NUM
iajs-1074	141	7	0.0062171	0.0062171	NUM
iajs-1074	141	8	0.0021113	0.0021113	NUM
iajs-1074	141	9	0.0035865	0.0035865	NUM
iajs-1074	141	10	19	19	NUM
iajs-1074	141	11	n	n	PRON
iajs-1074	141	12	mse	mse	NOUN
iajs-1074	141	13	:	:	PUNCT
iajs-1074	141	14	0.0049933	0.0049933	NUM
iajs-1074	141	15	0.0078644	0.0078644	NUM
iajs-1074	141	16	0.0033101	0.0033101	NUM
iajs-1074	141	17	0.0059415	0.0059415	NUM
iajs-1074	141	18	18	18	NUM
iajs-1074	141	19	n	n	PRON
iajs-1074	141	20	mse	mse	NOUN
iajs-1074	141	21	:	:	PUNCT
iajs-1074	141	22	0.0039546	0.0039546	NUM
iajs-1074	141	23	0.0063103	0.0063103	NUM
iajs-1074	141	24	0.0019946	0.0019946	NUM
iajs-1074	141	25	0.0041754	0.0041754	NUM
iajs-1074	141	26	computer	computer	NOUN
iajs-1074	141	27	|	|	ADV
iajs-1074	141	28	255	255	NUM
iajs-1074	141	29	7112	7112	NUM
iajs-1074	141	30	(	(	PUNCT
iajs-1074	141	31	1	1	NUM
iajs-1074	141	32	(	(	PUNCT
iajs-1074	141	33	العدد	العدد	PROPN
iajs-1074	141	34	)	)	PUNCT
iajs-1074	141	35	30مجلة	30مجلة	PROPN
iajs-1074	141	36	إبن	إبن	VERB
iajs-1074	141	37	الهيثم	الهيثم	ADJ
iajs-1074	141	38	للعلوم	للعلوم	NOUN
iajs-1074	141	39	الصرفة	الصرفة	NOUN
iajs-1074	142	1	و	و	PRON
iajs-1074	142	2	التطبيقية	التطبيقية	ADV
iajs-1074	142	3	المجلد	المجلد	ADV
iajs-1074	142	4	)	)	PUNCT
iajs-1074	143	1	ibn	ibn	PROPN
iajs-1074	143	2	al	al	PROPN
iajs-1074	143	3	-	-	PUNCT
iajs-1074	143	4	haitham	haitham	PROPN
iajs-1074	143	5	j.	j.	PROPN
iajs-1074	143	6	for	for	ADP
iajs-1074	143	7	pure	pure	PROPN
iajs-1074	143	8	&	&	CCONJ
iajs-1074	143	9	appl	appl	PROPN
iajs-1074	143	10	.	.	PUNCT
iajs-1074	144	1	sci	sci	PROPN
iajs-1074	144	2	.	.	PUNCT
iajs-1074	145	1	vol.03	vol.03	PROPN
iajs-1074	145	2	(	(	PUNCT
iajs-1074	145	3	1	1	NUM
iajs-1074	145	4	)	)	PUNCT
iajs-1074	145	5	2017	2017	NUM
iajs-1074	145	6	17	17	NUM
iajs-1074	145	7	n	n	PRON
iajs-1074	145	8	mse	mse	NOUN
iajs-1074	145	9	:	:	PUNCT
iajs-1074	145	10	0.0046738	0.0046738	NUM
iajs-1074	145	11	0.007172	0.007172	NUM
iajs-1074	145	12	0.0026736	0.0026736	NUM
iajs-1074	145	13	0.0044417	0.0044417	NUM
iajs-1074	145	14	16	16	NUM
iajs-1074	145	15	n	n	DET
iajs-1074	145	16	mse	mse	NOUN
iajs-1074	145	17	:	:	PUNCT
iajs-1074	146	1	0.0046276	0.0046276	NUM
iajs-1074	146	2	0.0072149	0.0072149	NUM
iajs-1074	146	3	0.0023305	0.0023305	NUM
iajs-1074	146	4	0.0047366	0.0047366	NUM
iajs-1074	146	5	15	15	NUM
iajs-1074	146	6	n	n	DET
iajs-1074	146	7	mse	mse	NOUN
iajs-1074	146	8	:	:	PUNCT
iajs-1074	146	9	0.0042798	0.0042798	NUM
iajs-1074	146	10	0.0068688	0.0068688	NUM
iajs-1074	146	11	0.002177	0.002177	NUM
iajs-1074	146	12	0.0044458	0.0044458	NUM
iajs-1074	146	13	14	14	NUM
iajs-1074	146	14	n	n	PRON
iajs-1074	146	15	mse	mse	NOUN
iajs-1074	146	16	:	:	PUNCT
iajs-1074	146	17	0.0060688	0.0060688	NUM
iajs-1074	146	18	0.0090978	0.0090978	NUM
iajs-1074	146	19	0.0039881	0.0039881	NUM
iajs-1074	146	20	0.0072217	0.0072217	NUM
iajs-1074	146	21	13	13	NUM
iajs-1074	146	22	n	n	PRON
iajs-1074	146	23	mse	mse	NOUN
iajs-1074	146	24	:	:	PUNCT
iajs-1074	146	25	0.004926	0.004926	NUM
iajs-1074	146	26	0.0074976	0.0074976	NUM
iajs-1074	146	27	0.0023521	0.0023521	NUM
iajs-1074	146	28	0.0049224	0.0049224	NUM
iajs-1074	146	29	computer	computer	NOUN
iajs-1074	146	30	|	|	ADV
iajs-1074	146	31	256	256	NUM
iajs-1074	146	32	7112	7112	NUM
iajs-1074	146	33	(	(	PUNCT
iajs-1074	146	34	1	1	NUM
iajs-1074	146	35	(	(	PUNCT
iajs-1074	146	36	العدد	العدد	PROPN
iajs-1074	146	37	)	)	PUNCT
iajs-1074	146	38	30مجلة	30مجلة	PROPN
iajs-1074	146	39	إبن	إبن	VERB
iajs-1074	146	40	الهيثم	الهيثم	ADJ
iajs-1074	146	41	للعلوم	للعلوم	NOUN
iajs-1074	146	42	الصرفة	الصرفة	NOUN
iajs-1074	147	1	و	و	PRON
iajs-1074	147	2	التطبيقية	التطبيقية	ADV
iajs-1074	147	3	المجلد	المجلد	ADV
iajs-1074	147	4	)	)	PUNCT
iajs-1074	148	1	ibn	ibn	PROPN
iajs-1074	148	2	al	al	PROPN
iajs-1074	148	3	-	-	PUNCT
iajs-1074	148	4	haitham	haitham	PROPN
iajs-1074	148	5	j.	j.	PROPN
iajs-1074	148	6	for	for	ADP
iajs-1074	148	7	pure	pure	PROPN
iajs-1074	148	8	&	&	CCONJ
iajs-1074	148	9	appl	appl	PROPN
iajs-1074	148	10	.	.	PUNCT
iajs-1074	149	1	sci	sci	PROPN
iajs-1074	149	2	.	.	PUNCT
iajs-1074	150	1	vol.03	vol.03	PROPN
iajs-1074	150	2	(	(	PUNCT
iajs-1074	150	3	1	1	NUM
iajs-1074	150	4	)	)	PUNCT
iajs-1074	150	5	2017	2017	NUM
iajs-1074	150	6	12	12	NUM
iajs-1074	150	7	n	n	PRON
iajs-1074	150	8	mse	mse	NOUN
iajs-1074	150	9	:	:	PUNCT
iajs-1074	150	10	0.0061028	0.0061028	PROPN
iajs-1074	150	11	0.0083433	0.0083433	NUM
iajs-1074	150	12	0.00345	0.00345	NUM
iajs-1074	151	1	0.0066722	0.0066722	NUM
iajs-1074	151	2	11	11	NUM
iajs-1074	151	3	n	n	PRON
iajs-1074	151	4	mse	mse	NOUN
iajs-1074	151	5	:	:	PUNCT
iajs-1074	151	6	0.0094748	0.0094748	NUM
iajs-1074	151	7	0.011795	0.011795	NUM
iajs-1074	151	8	0.0059771	0.0059771	NUM
iajs-1074	151	9	0.011735	0.011735	NUM
iajs-1074	151	10	10	10	NUM
iajs-1074	151	11	n	n	PRON
iajs-1074	151	12	mse	mse	NOUN
iajs-1074	151	13	:	:	PUNCT
iajs-1074	151	14	0.0080776	0.0080776	NUM
iajs-1074	151	15	0.011285	0.011285	NUM
iajs-1074	151	16	0.0046257	0.0046257	NUM
iajs-1074	151	17	0.0092546	0.0092546	NUM
iajs-1074	151	18	9	9	NUM
iajs-1074	151	19	n	n	PRON
iajs-1074	151	20	mse	mse	NOUN
iajs-1074	151	21	:	:	PUNCT
iajs-1074	151	22	0.0086068	0.0086068	NUM
iajs-1074	151	23	0.011667	0.011667	NUM
iajs-1074	151	24	0.0049107	0.0049107	NUM
iajs-1074	151	25	0.0093879	0.0093879	NUM
iajs-1074	151	26	8	8	NUM
iajs-1074	151	27	n	n	PRON
iajs-1074	151	28	mse	mse	NOUN
iajs-1074	151	29	:	:	PUNCT
iajs-1074	151	30	0.0087364	0.0087364	NUM
iajs-1074	151	31	0.012157	0.012157	NUM
iajs-1074	151	32	0.0049605	0.0049605	NUM
iajs-1074	151	33	0.0098422	0.0098422	NUM
iajs-1074	151	34	computer	computer	NOUN
iajs-1074	151	35	|	|	ADV
iajs-1074	151	36	257	257	NUM
iajs-1074	151	37	7112	7112	NUM
iajs-1074	151	38	(	(	PUNCT
iajs-1074	151	39	1	1	NUM
iajs-1074	151	40	(	(	PUNCT
iajs-1074	151	41	العدد	العدد	PROPN
iajs-1074	151	42	)	)	PUNCT
iajs-1074	151	43	30مجلة	30مجلة	PROPN
iajs-1074	151	44	إبن	إبن	VERB
iajs-1074	151	45	الهيثم	الهيثم	ADJ
iajs-1074	151	46	للعلوم	للعلوم	NOUN
iajs-1074	151	47	الصرفة	الصرفة	NOUN
iajs-1074	152	1	و	و	PRON
iajs-1074	152	2	التطبيقية	التطبيقية	ADV
iajs-1074	152	3	المجلد	المجلد	ADV
iajs-1074	152	4	)	)	PUNCT
iajs-1074	153	1	ibn	ibn	PROPN
iajs-1074	153	2	al	al	PROPN
iajs-1074	153	3	-	-	PUNCT
iajs-1074	153	4	haitham	haitham	PROPN
iajs-1074	153	5	j.	j.	PROPN
iajs-1074	153	6	for	for	ADP
iajs-1074	153	7	pure	pure	PROPN
iajs-1074	153	8	&	&	CCONJ
iajs-1074	153	9	appl	appl	PROPN
iajs-1074	153	10	.	.	PUNCT
iajs-1074	154	1	sci	sci	PROPN
iajs-1074	154	2	.	.	PUNCT
iajs-1074	155	1	vol.03	vol.03	PROPN
iajs-1074	155	2	(	(	PUNCT
iajs-1074	155	3	1	1	NUM
iajs-1074	155	4	)	)	PUNCT
iajs-1074	155	5	2017	2017	NUM
iajs-1074	155	6	7	7	NUM
iajs-1074	155	7	n	n	PRON
iajs-1074	155	8	mse	mse	NOUN
iajs-1074	155	9	:	:	PUNCT
iajs-1074	155	10	0.02072	0.02072	NUM
iajs-1074	155	11	0.022822	0.022822	NUM
iajs-1074	155	12	0.016657	0.016657	NUM
iajs-1074	155	13	0.022187	0.022187	NUM
iajs-1074	155	14	6	6	NUM
iajs-1074	155	15	n	n	PRON
iajs-1074	155	16	mse	mse	NOUN
iajs-1074	155	17	:	:	PUNCT
iajs-1074	155	18	0.032404	0.032404	NUM
iajs-1074	155	19	0.030894	0.030894	NUM
iajs-1074	155	20	0.03523	0.03523	NUM
iajs-1074	155	21	0.025145	0.025145	NUM
iajs-1074	155	22	5	5	NUM
iajs-1074	155	23	n	n	PRON
iajs-1074	155	24	mse	mse	NOUN
iajs-1074	155	25	:	:	PUNCT
iajs-1074	155	26	0.039443	0.039443	NUM
iajs-1074	155	27	0.034613	0.034613	NUM
iajs-1074	155	28	0.045612	0.045612	NUM
iajs-1074	155	29	0.02742	0.02742	NUM
iajs-1074	155	30	4	4	NUM
iajs-1074	155	31	n	n	PRON
iajs-1074	155	32	mse	mse	NOUN
iajs-1074	155	33	:	:	PUNCT
iajs-1074	155	34	0.1567	0.1567	NUM
iajs-1074	155	35	0.12689	0.12689	NUM
iajs-1074	155	36	0.13378	0.13378	NUM
iajs-1074	155	37	0.22124	0.22124	NUM
iajs-1074	155	38	3	3	NUM
iajs-1074	155	39	n	n	PRON
iajs-1074	155	40	mse	mse	NOUN
iajs-1074	155	41	:	:	PUNCT
iajs-1074	155	42	0.21007	0.21007	NUM
iajs-1074	155	43	0.17909	0.17909	NUM
iajs-1074	155	44	0.22059	0.22059	NUM
iajs-1074	155	45	0.21219	0.21219	NUM
iajs-1074	155	46	computer	computer	NOUN
iajs-1074	155	47	|	|	ADV
iajs-1074	155	48	258	258	NUM
iajs-1074	155	49	7112	7112	NUM
iajs-1074	155	50	(	(	PUNCT
iajs-1074	155	51	1	1	NUM
iajs-1074	155	52	(	(	PUNCT
iajs-1074	155	53	العدد	العدد	PROPN
iajs-1074	155	54	)	)	PUNCT
iajs-1074	155	55	30مجلة	30مجلة	PROPN
iajs-1074	155	56	إبن	إبن	VERB
iajs-1074	155	57	الهيثم	الهيثم	ADJ
iajs-1074	155	58	للعلوم	للعلوم	NOUN
iajs-1074	155	59	الصرفة	الصرفة	NOUN
iajs-1074	156	1	و	و	PRON
iajs-1074	156	2	التطبيقية	التطبيقية	ADV
iajs-1074	156	3	المجلد	المجلد	ADV
iajs-1074	156	4	)	)	PUNCT
iajs-1074	157	1	ibn	ibn	PROPN
iajs-1074	157	2	al	al	PROPN
iajs-1074	157	3	-	-	PUNCT
iajs-1074	157	4	haitham	haitham	PROPN
iajs-1074	157	5	j.	j.	PROPN
iajs-1074	157	6	for	for	ADP
iajs-1074	157	7	pure	pure	PROPN
iajs-1074	157	8	&	&	CCONJ
iajs-1074	157	9	appl	appl	PROPN
iajs-1074	157	10	.	.	PUNCT
iajs-1074	158	1	sci	sci	PROPN
iajs-1074	158	2	.	.	PUNCT
iajs-1074	159	1	vol.03	vol.03	PROPN
iajs-1074	159	2	(	(	PUNCT
iajs-1074	159	3	1	1	NUM
iajs-1074	159	4	)	)	PUNCT
iajs-1074	159	5	2017	2017	NUM
iajs-1074	159	6	2	2	NUM
iajs-1074	159	7	n	n	PRON
iajs-1074	159	8	mse	mse	NOUN
iajs-1074	159	9	:	:	PUNCT
iajs-1074	159	10	0.28012	0.28012	NUM
iajs-1074	159	11	0.24585	0.24585	NUM
iajs-1074	159	12	0.33123	0.33123	NUM
iajs-1074	159	13	0.21936	0.21936	NUM
iajs-1074	159	14	1	1	NUM
iajs-1074	159	15	n	n	PRON
iajs-1074	159	16	mse	mse	NOUN
iajs-1074	159	17	:	:	PUNCT
iajs-1074	159	18	0.30075	0.30075	NUM
iajs-1074	159	19	0.29001	0.29001	NUM
iajs-1074	159	20	0.34182	0.34182	NUM
iajs-1074	159	21	0.29553	0.29553	NUM
iajs-1074	159	22	figure	figure	NOUN
iajs-1074	159	23	(	(	PUNCT
iajs-1074	159	24	5	5	NUM
iajs-1074	159	25	)	)	PUNCT
iajs-1074	159	26	tiff	tiff	NOUN
iajs-1074	159	27	image	image	NOUN
iajs-1074	159	28	compression	compression	NOUN
iajs-1074	159	29	using	use	VERB
iajs-1074	159	30	multilayer	multilayer	ADJ
iajs-1074	159	31	perceptron	perceptron	PROPN
iajs-1074	159	32	figure	figure	NOUN
iajs-1074	159	33	(	(	PUNCT
iajs-1074	159	34	6	6	NUM
iajs-1074	159	35	)	)	PUNCT
iajs-1074	159	36	compression	compression	NOUN
iajs-1074	159	37	and	and	CCONJ
iajs-1074	159	38	decompression	decompression	NOUN
iajs-1074	159	39	of	of	ADP
iajs-1074	159	40	image	image	NOUN
iajs-1074	159	41	within	within	ADP
iajs-1074	159	42	the	the	DET
iajs-1074	159	43	ann	ann	PROPN
iajs-1074	159	44	after	after	ADP
iajs-1074	159	45	making	make	VERB
iajs-1074	159	46	improvements	improvement	NOUN
iajs-1074	159	47	computer	computer	NOUN
iajs-1074	159	48	|	|	ADV
iajs-1074	159	49	259	259	NUM
iajs-1074	159	50	7112	7112	NUM
iajs-1074	159	51	(	(	PUNCT
iajs-1074	159	52	1	1	NUM
iajs-1074	159	53	(	(	PUNCT
iajs-1074	159	54	العدد	العدد	PROPN
iajs-1074	159	55	)	)	PUNCT
iajs-1074	159	56	30مجلة	30مجلة	PROPN
iajs-1074	159	57	إبن	إبن	VERB
iajs-1074	159	58	الهيثم	الهيثم	ADJ
iajs-1074	159	59	للعلوم	للعلوم	NOUN
iajs-1074	159	60	الصرفة	الصرفة	NOUN
iajs-1074	160	1	و	و	PRON
iajs-1074	160	2	التطبيقية	التطبيقية	ADV
iajs-1074	160	3	المجلد	المجلد	ADV
iajs-1074	160	4	)	)	PUNCT
iajs-1074	161	1	ibn	ibn	PROPN
iajs-1074	161	2	al	al	PROPN
iajs-1074	161	3	-	-	PUNCT
iajs-1074	161	4	haitham	haitham	PROPN
iajs-1074	161	5	j.	j.	PROPN
iajs-1074	161	6	for	for	ADP
iajs-1074	161	7	pure	pure	PROPN
iajs-1074	161	8	&	&	CCONJ
iajs-1074	161	9	appl	appl	PROPN
iajs-1074	161	10	.	.	PUNCT
iajs-1074	162	1	sci	sci	PROPN
iajs-1074	162	2	.	.	PUNCT
iajs-1074	163	1	vol.03	vol.03	PROPN
iajs-1074	163	2	(	(	PUNCT
iajs-1074	163	3	1	1	NUM
iajs-1074	163	4	)	)	PUNCT
iajs-1074	163	5	2017	2017	NUM
iajs-1074	163	6	12	12	NUM
iajs-1074	163	7	n	n	PRON
iajs-1074	163	8	mse	mse	NOUN
iajs-1074	163	9	:	:	PUNCT
iajs-1074	163	10	0.002466	0.002466	NUM
iajs-1074	163	11	0.0045111	0.0045111	NUM
iajs-1074	163	12	0.0018934	0.0018934	NUM
iajs-1074	163	13	0.0027471	0.0027471	NUM
iajs-1074	163	14	11	11	NUM
iajs-1074	163	15	n	n	PRON
iajs-1074	163	16	mse	mse	NOUN
iajs-1074	163	17	:	:	PUNCT
iajs-1074	163	18	0.0032617	0.0032617	NUM
iajs-1074	163	19	0.00584221	0.00584221	NUM
iajs-1074	163	20	0.0019784	0.0019784	NUM
iajs-1074	163	21	0.0032175	0.0032175	NUM
iajs-1074	163	22	10	10	NUM
iajs-1074	163	23	n	n	PRON
iajs-1074	163	24	mse	mse	NOUN
iajs-1074	163	25	:	:	PUNCT
iajs-1074	163	26	0.0039689	0.0039689	NUM
iajs-1074	163	27	0.0062171	0.0062171	NUM
iajs-1074	163	28	0.0021113	0.0021113	NUM
iajs-1074	163	29	0.0035865	0.0035865	NUM
iajs-1074	163	30	9	9	NUM
iajs-1074	163	31	n	n	PRON
iajs-1074	163	32	mse	mse	NOUN
iajs-1074	163	33	:	:	PUNCT
iajs-1074	163	34	0.0039546	0.0039546	NUM
iajs-1074	163	35	0.0063103	0.0063103	NUM
iajs-1074	163	36	0.0019946	0.0019946	NUM
iajs-1074	163	37	0.0041754	0.0041754	NUM
iajs-1074	163	38	8	8	NUM
iajs-1074	163	39	n	n	DET
iajs-1074	163	40	mse	mse	NOUN
iajs-1074	163	41	:	:	PUNCT
iajs-1074	163	42	0.0046276	0.0046276	NUM
iajs-1074	163	43	0.0072149	0.0072149	NUM
iajs-1074	163	44	0.0023305	0.0023305	NUM
iajs-1074	163	45	0.0047366	0.0047366	NUM
iajs-1074	163	46	7	7	NUM
iajs-1074	163	47	n	n	PRON
iajs-1074	163	48	mse	mse	NOUN
iajs-1074	163	49	:	:	PUNCT
iajs-1074	163	50	0.0060688	0.0060688	NUM
iajs-1074	163	51	0.0090978	0.0090978	NUM
iajs-1074	163	52	0.0039881	0.0039881	NUM
iajs-1074	163	53	0.0072217	0.0072217	NUM
iajs-1074	163	54	6	6	NUM
iajs-1074	163	55	n	n	PRON
iajs-1074	163	56	mse	mse	NOUN
iajs-1074	163	57	:	:	PUNCT
iajs-1074	163	58	0.002466	0.002466	NUM
iajs-1074	163	59	0.0045111	0.0045111	NUM
iajs-1074	163	60	0.0018934	0.0018934	NUM
iajs-1074	163	61	0.0027471	0.0027471	NUM
iajs-1074	163	62	computer	computer	NOUN
iajs-1074	163	63	|	|	ADV
iajs-1074	163	64	260	260	NUM
iajs-1074	163	65	7112	7112	NUM
iajs-1074	163	66	(	(	PUNCT
iajs-1074	163	67	1	1	NUM
iajs-1074	163	68	(	(	PUNCT
iajs-1074	163	69	العدد	العدد	PROPN
iajs-1074	163	70	)	)	PUNCT
iajs-1074	163	71	30مجلة	30مجلة	PROPN
iajs-1074	163	72	إبن	إبن	VERB
iajs-1074	163	73	الهيثم	الهيثم	ADJ
iajs-1074	163	74	للعلوم	للعلوم	NOUN
iajs-1074	163	75	الصرفة	الصرفة	NOUN
iajs-1074	164	1	و	و	PRON
iajs-1074	164	2	التطبيقية	التطبيقية	ADV
iajs-1074	164	3	المجلد	المجلد	ADV
iajs-1074	164	4	)	)	PUNCT
iajs-1074	165	1	ibn	ibn	PROPN
iajs-1074	165	2	al	al	PROPN
iajs-1074	165	3	-	-	PUNCT
iajs-1074	165	4	haitham	haitham	PROPN
iajs-1074	165	5	j.	j.	PROPN
iajs-1074	165	6	for	for	ADP
iajs-1074	165	7	pure	pure	PROPN
iajs-1074	165	8	&	&	CCONJ
iajs-1074	165	9	appl	appl	PROPN
iajs-1074	165	10	.	.	PUNCT
iajs-1074	166	1	sci	sci	PROPN
iajs-1074	166	2	.	.	PUNCT
iajs-1074	167	1	vol.03	vol.03	PROPN
iajs-1074	167	2	(	(	PUNCT
iajs-1074	167	3	1	1	NUM
iajs-1074	167	4	)	)	PUNCT
iajs-1074	167	5	2017	2017	NUM
iajs-1074	167	6	5	5	NUM
iajs-1074	167	7	n	n	PRON
iajs-1074	167	8	mse	mse	NOUN
iajs-1074	167	9	:	:	PUNCT
iajs-1074	167	10	0.0039689	0.0039689	NUM
iajs-1074	167	11	0.0062171	0.0062171	NUM
iajs-1074	167	12	0.0021113	0.0021113	NUM
iajs-1074	167	13	0.0035865	0.0035865	NUM
iajs-1074	167	14	4	4	NUM
iajs-1074	167	15	n	n	PRON
iajs-1074	167	16	mse	mse	NOUN
iajs-1074	167	17	:	:	PUNCT
iajs-1074	168	1	0.0046276	0.0046276	NUM
iajs-1074	168	2	0.0072149	0.0072149	NUM
iajs-1074	168	3	0.0023305	0.0023305	NUM
iajs-1074	168	4	0.0047366	0.0047366	NUM
iajs-1074	168	5	3n	3n	NUM
iajs-1074	168	6	mse	mse	NOUN
iajs-1074	168	7	:	:	PUNCT
iajs-1074	168	8	0.002466	0.002466	NUM
iajs-1074	168	9	0.0045111	0.0045111	NUM
iajs-1074	168	10	0.0018934	0.0018934	NUM
iajs-1074	168	11	0.0027471	0.0027471	NUM
iajs-1074	168	12	2	2	NUM
iajs-1074	168	13	n	n	PRON
iajs-1074	168	14	mse	mse	NOUN
iajs-1074	168	15	:	:	PUNCT
iajs-1074	168	16	0.0046276	0.0046276	NUM
iajs-1074	168	17	0.0072149	0.0072149	NUM
iajs-1074	168	18	0.0023305	0.0023305	NUM
iajs-1074	168	19	0.0047366	0.0047366	NUM
iajs-1074	168	20	1	1	NUM
iajs-1074	168	21	n	n	PRON
iajs-1074	168	22	mse	mse	NOUN
iajs-1074	168	23	:	:	PUNCT
iajs-1074	168	24	0.0046276	0.0046276	NUM
iajs-1074	168	25	0.0072149	0.0072149	NUM
iajs-1074	168	26	0.0023305	0.0023305	NUM
iajs-1074	168	27	0.0047366	0.0047366	NUM
iajs-1074	168	28	figure	figure	NOUN
iajs-1074	168	29	(	(	PUNCT
iajs-1074	168	30	7	7	NUM
iajs-1074	168	31	)	)	PUNCT
iajs-1074	168	32	after	after	ADP
iajs-1074	168	33	making	make	VERB
iajs-1074	168	34	improvement	improvement	NOUN
iajs-1074	168	35	these	these	DET
iajs-1074	168	36	output	output	NOUN
iajs-1074	168	37	result	result	NOUN
iajs-1074	168	38	when	when	SCONJ
iajs-1074	168	39	the	the	DET
iajs-1074	168	40	number	number	NOUN
iajs-1074	168	41	of	of	ADP
iajs-1074	168	42	neurons	neuron	NOUN
iajs-1074	168	43	are	be	AUX
iajs-1074	168	44	from	from	ADP
iajs-1074	168	45	(	(	PUNCT
iajs-1074	168	46	1	1	NUM
iajs-1074	168	47	to	to	PART
iajs-1074	168	48	12	12	NUM
iajs-1074	168	49	)	)	PUNCT
iajs-1074	168	50	computer	computer	NOUN
iajs-1074	168	51	|	|	ADV
iajs-1074	168	52	261	261	NUM
iajs-1074	168	53	7112	7112	NUM
iajs-1074	168	54	(	(	PUNCT
iajs-1074	168	55	1	1	NUM
iajs-1074	168	56	(	(	PUNCT
iajs-1074	168	57	العدد	العدد	PROPN
iajs-1074	168	58	)	)	PUNCT
iajs-1074	168	59	30مجلة	30مجلة	PROPN
iajs-1074	168	60	إبن	إبن	VERB
iajs-1074	168	61	الهيثم	الهيثم	ADJ
iajs-1074	168	62	للعلوم	للعلوم	NOUN
iajs-1074	168	63	الصرفة	الصرفة	NOUN
iajs-1074	169	1	و	و	PRON
iajs-1074	169	2	التطبيقية	التطبيقية	ADV
iajs-1074	169	3	المجلد	المجلد	ADV
iajs-1074	169	4	)	)	PUNCT
iajs-1074	170	1	ibn	ibn	PROPN
iajs-1074	170	2	al	al	PROPN
iajs-1074	170	3	-	-	PUNCT
iajs-1074	170	4	haitham	haitham	PROPN
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iajs-1074	172	14	ال	ال	PROPN
iajs-1074	172	15	هدى	هدى	VERB
iajs-1074	172	16	ضياء	ضياء	NOUN
iajs-1074	172	17	الدين	الدين	VERB
iajs-1074	172	18	نجيب	نجيب	VERB
iajs-1074	172	19	قسم	قسم	DET
iajs-1074	172	20	العالقات	العالقات	NOUN
iajs-1074	172	21	العامة	العامة	NOUN
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iajs-1074	172	23	كلية	كلية	NOUN
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iajs-1074	172	25	/	/	SYM
iajs-1074	172	26	جامعة	جامعة	NOUN
iajs-1074	172	27	العراقية	العراقية	NOUN
iajs-1074	172	28	7132	7132	NUM
iajs-1074	172	29	/	/	SYM
iajs-1074	172	30	كانون	كانون	NOUN
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iajs-1074	175	1	في	في	X
iajs-1074	175	2	:	:	PUNCT
iajs-1074	175	3	الخالصة	الخالصة	PROPN
iajs-1074	175	4	وبالتالي	وبالتالي	PROPN
iajs-1074	175	5	ظهرت	ظهرت	PROPN
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iajs-1074	175	7	من	من	INTJ
iajs-1074	175	8	.	.	PUNCT
iajs-1074	176	1	الهدف	الهدف	ADP
iajs-1074	176	2	األساسي	األساسي	VERB
iajs-1074	176	3	من	من	PROPN
iajs-1074	176	4	ضغط	ضغط	VERB
iajs-1074	176	5	الصورة	الصورة	PROPN
iajs-1074	176	6	هو	هو	PROPN
iajs-1074	176	7	تقليل	تقليل	PROPN
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iajs-1074	176	11	قابلة	قابلة	PROPN
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iajs-1074	177	3	"	"	PUNCT
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iajs-1074	177	7	وإحدى	وإحدى	NOUN
iajs-1074	177	8	هذه	هذه	PROPN
iajs-1074	177	9	الطرق	الطرق	NOUN
iajs-1074	177	10	"	"	PUNCT
iajs-1074	177	11	متعدد	متعدد	PROPN
iajs-1074	177	12	الطبقات	الطبقات	PROPN
iajs-1074	177	13	شبكات	شبكات	PROPN
iajs-1074	177	14	العصبونيةخوارزمية	العصبونيةخوارزمية	PROPN
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iajs-1074	178	2	شبكة	شبكة	PROPN
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iajs-1074	178	4	اصطناعية	اصطناعية	PROPN
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iajs-1074	178	11	حالة	حالة	PROPN
iajs-1074	178	12	اعتماد	اعتماد	ADV
iajs-1074	178	13	هذه	هذه	PROPN
iajs-1074	178	14	الخوارزمية	الخوارزمية	ADJ
iajs-1074	178	15	فقط	فقط	PROPN
iajs-1074	178	16	على	على	PROPN
iajs-1074	178	17	عدد	عدد	PROPN
iajs-1074	178	18	الخاليا	الخاليا	PROPN
iajs-1074	178	19	العصبية	العصبية	PROPN
iajs-1074	178	20	.	.	PUNCT
iajs-1074	179	1	الصورة	الصورة	PROPN
iajs-1074	179	2	ضغط	ضغط	VERB
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iajs-1074	179	4	االنتشار	االنتشار	PROPN
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iajs-1074	179	9	في	في	SCONJ
iajs-1074	179	10	الطبقة	الطبقة	PROPN
iajs-1074	179	11	المخفية	المخفية	PROPN
iajs-1074	179	12	قد	قد	PROPN
iajs-1074	179	13	تكون	تكون	PROPN
iajs-1074	179	14	غير	غير	PROPN
iajs-1074	179	15	كافية	كافية	PROPN
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iajs-1074	179	17	إلى	إلى	PROPN
iajs-1074	179	18	النتائج	النتائج	PROPN
iajs-1074	179	19	المرغوبة	المرغوبة	PROPN
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iajs-1074	180	5	القياسية	القياسية	PROPN
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iajs-1074	180	13	على	على	PROPN
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iajs-1074	181	5	752	752	NUM
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iajs-1074	181	12	البحث	البحث	PROPN
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iajs-1074	181	14	بتدريب	بتدريب	PROPN
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iajs-1074	182	8	حساب	حساب	PROPN
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iajs-1074	182	12	ضغط	ضغط	VERB
iajs-1074	182	13	تم	تم	PROPN
iajs-1074	182	14	تغيير	تغيير	PROPN
iajs-1074	182	15	عدد	عدد	PROPN
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iajs-1074	182	17	العصبية	العصبية	PROPN
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iajs-1074	182	19	الطبقة	الطبقة	PROPN
iajs-1074	182	20	المخفية	المخفية	PROPN
iajs-1074	182	21	و	و	PRON
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iajs-1074	185	15	عندما	عندما	PROPN
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