id	sid	tid	token	lemma	pos
elements-14909	1	1	e	e	X
elements-14909	1	2	l	l	NOUN
elements-14909	1	3	m	m	VERB
elements-14909	1	4	e	e	NOUN
elements-14909	1	5	n	n	ADP
elements-14909	1	6	t	t	X
elements-14909	1	7	se	se	X
elements-14909	1	8	"	"	PUNCT
elements-14909	1	9	#	#	NOUN
elements-14909	1	10	!	!	PUNCT
elements-14909	2	1	$	$	SYM
elements-14909	2	2	!	!	PUNCT
elements-14909	3	1	%	%	NOUN
elements-14909	3	2	&	&	CCONJ
elements-14909	3	3	'	'	PUNCT
elements-14909	3	4	&	&	CCONJ
elements-14909	3	5	(	(	PUNCT
elements-14909	3	6	"	"	PUNCT
elements-14909	3	7	#	#	NOUN
elements-14909	3	8	!	!	PUNCT
elements-14909	3	9	)	)	PUNCT
elements-14909	3	10	!	!	PUNCT
elements-14909	4	1	*	*	PUNCT
elements-14909	4	2	(	(	PUNCT
elements-14909	4	3	+	+	ADV
elements-14909	4	4	,	,	PUNCT
elements-14909	4	5	!	!	PUNCT
elements-14909	4	6	"	"	PUNCT
elements-14909	4	7	#	#	SYM
elements-14909	4	8	$	$	SYM
elements-14909	4	9	%	%	NOUN
elements-14909	4	10	&	&	CCONJ
elements-14909	4	11	!	!	PUNCT
elements-14909	4	12	'	'	PUNCT
elements-14909	4	13	(	(	PUNCT
elements-14909	4	14	&	&	CCONJ
elements-14909	4	15	!	!	PUNCT
elements-14909	4	16	"	"	PUNCT
elements-14909	4	17	'	'	PUNCT
elements-14909	4	18	&	&	CCONJ
elements-14909	4	19	)	)	PUNCT
elements-14909	4	20	$	$	SYM
elements-14909	4	21	$	$	SYM
elements-14909	4	22	#	#	SYM
elements-14909	4	23	*	*	NOUN
elements-14909	4	24	+	+	PROPN
elements-14909	4	25	,	,	PUNCT
elements-14909	4	26	&	&	CCONJ
elements-14909	4	27	!	!	PUNCT
elements-14909	4	28	*	*	PUNCT
elements-14909	4	29	"	"	PUNCT
elements-14909	4	30	*	*	PUNCT
elements-14909	4	31	&	&	CCONJ
elements-14909	4	32	)	)	PUNCT
elements-14909	4	33	$	$	SYM
elements-14909	4	34	.$""/	.$""/	NOUN
elements-14909	4	35	.0$%%	.0$%%	PROPN
elements-14909	5	1	(	(	PUNCT
elements-14909	5	2	"	"	PUNCT
elements-14909	5	3	1	1	NUM
elements-14909	5	4	&	&	CCONJ
elements-14909	5	5	)	)	PUNCT
elements-14909	5	6	$	$	SYM
elements-14909	5	7	$	$	SYM
elements-14909	5	8	22(",$+	22(",$+	NUM
elements-14909	5	9	3),03	3),03	NUM
elements-14909	5	10	)	)	PUNCT
elements-14909	5	11	2,01$0	2,01$0	NUM
elements-14909	5	12	%	%	NOUN
elements-14909	5	13	also	also	ADV
elements-14909	5	14	featuring	feature	VERB
elements-14909	5	15	•	•	NOUN
elements-14909	5	16	the	the	DET
elements-14909	5	17	digital	digital	ADJ
elements-14909	5	18	pandemic	pandemic	ADJ
elements-14909	5	19	•	•	NOUN
elements-14909	5	20	the	the	DET
elements-14909	5	21	force	force	NOUN
elements-14909	5	22	on	on	ADP
elements-14909	5	23	the	the	DET
elements-14909	5	24	front	front	NOUN
elements-14909	5	25	!	!	PUNCT
elements-14909	6	1	"	"	PUNCT
elements-14909	6	2	#	#	NOUN
elements-14909	6	3	$	$	SYM
elements-14909	6	4	%	%	NOUN
elements-14909	6	5	&	&	CCONJ
elements-14909	6	6	#	#	SYM
elements-14909	6	7	'	'	NUM
elements-14909	6	8	(	(	PUNCT
elements-14909	6	9	'	'	NUM
elements-14909	6	10	)	)	PUNCT
elements-14909	6	11	&	&	CCONJ
elements-14909	6	12	$	$	SYM
elements-14909	6	13	)	)	PUNCT
elements-14909	6	14	!	!	PUNCT
elements-14909	7	1	#	#	NOUN
elements-14909	7	2	'	'	NOUN
elements-14909	7	3	#	#	SYM
elements-14909	7	4	*	*	NOUN
elements-14909	7	5	#	#	NOUN
elements-14909	7	6	)	)	PUNCT
elements-14909	7	7	'	'	PUNCT
elements-14909	7	8	+	+	ADJ
elements-14909	7	9	"	"	PUNCT
elements-14909	7	10	,	,	PUNCT
elements-14909	7	11	-$'%	-$'%	NUM
elements-14909	7	12	)	)	PUNCT
elements-14909	7	13	.	.	PUNCT
elements-14909	8	1	-/	-/	PUNCT
elements-14909	9	1	0-*!-%	0-*!-%	NUM
elements-14909	9	2	+	+	ADJ
elements-14909	9	3	-	-	ADJ
elements-14909	9	4	..	..	ADJ
elements-14909	9	5	#(#-	#(#-	NOUN
elements-14909	9	6	.	.	PUNCT
elements-14909	10	1	+	+	ADJ
elements-14909	10	2	/	/	SYM
elements-14909	10	3	'	'	PUNCT
elements-14909	10	4	0	0	NUM
elements-14909	10	5	2	2	NUM
elements-14909	10	6	0	0	NUM
elements-14909	10	7	21	21	NUM
elements-14909	10	8	·	·	SYM
elements-14909	10	9	1	1	NUM
elements-14909	10	10	&	&	CCONJ
elements-14909	10	11	*	*	PROPN
elements-14909	10	12	2	2	NUM
elements-14909	10	13	%	%	NOUN
elements-14909	10	14	!	!	PUNCT
elements-14909	11	1	1	1	NUM
elements-14909	11	2	7	7	NUM
elements-14909	11	3	·	·	PUNCT
elements-14909	11	4	/	/	SYM
elements-14909	11	5	-2	-2	INTJ
elements-14909	11	6	!	!	PUNCT
elements-14909	12	1	1	1	NUM
elements-14909	12	2	!	!	PUNCT
elements-14909	12	3	"	"	PUNCT
elements-14909	13	1	#	#	SYM
elements-14909	13	2	$	$	NUM
elements-14909	13	3	%	%	NOUN
elements-14909	13	4	&	&	CCONJ
elements-14909	13	5	'	'	PROPN
elements-14909	13	6	(	(	PUNCT
elements-14909	13	7	%	%	NOUN
elements-14909	13	8	)	)	PUNCT
elements-14909	13	9	&	&	CCONJ
elements-14909	13	10	!	!	PUNCT
elements-14909	13	11	"	"	PUNCT
elements-14909	13	12	(	(	PUNCT
elements-14909	13	13	*	*	NUM
elements-14909	13	14	%	%	NOUN
elements-14909	13	15	'	'	PUNCT
elements-14909	13	16	+	+	NOUN
elements-14909	13	17	!	!	PUNCT
elements-14909	13	18	"	"	PUNCT
elements-14909	13	19	,	,	PUNCT
elements-14909	13	20	-	-	PUNCT
elements-14909	13	21	.	.	PUNCT
elements-14909	13	22	-'*,%	-'*,%	PUNCT
elements-14909	13	23	(	(	PUNCT
elements-14909	13	24	)	)	PUNCT
elements-14909	13	25	/01#'#!)"'2%/'"2	/01#'#!)"'2%/'"2	PUNCT
elements-14909	14	1	+	+	CCONJ
elements-14909	14	2	'	'	PUNCT
elements-14909	14	3	"	"	PUNCT
elements-14909	14	4	2	2	NUM
elements-14909	14	5	#	#	SYM
elements-14909	14	6	$	$	NUM
elements-14909	14	7	%	%	NOUN
elements-14909	14	8	!	!	PUNCT
elements-14909	14	9	/0%"2	/0%"2	PUNCT
elements-14909	14	10	!	!	PUNCT
elements-14909	15	1	"	"	PUNCT
elements-14909	15	2	,	,	PUNCT
elements-14909	15	3	$	$	SYM
elements-14909	15	4	'	'	NOUN
elements-14909	15	5	-	-	PUNCT
elements-14909	15	6	#	#	NOUN
elements-14909	15	7	#	#	NOUN
elements-14909	15	8	)	)	PUNCT
elements-14909	15	9	/))*%’+	/))*%’+	PUNCT
elements-14909	16	1	-'3	-'3	ADJ
elements-14909	16	2	,	,	PUNCT
elements-14909	17	1	#	#	SYM
elements-14909	17	2	$	$	SYM
elements-14909	17	3	%	%	NOUN
elements-14909	18	1	+	+	NOUN
elements-14909	18	2	%	%	NOUN
elements-14909	18	3	/!()"21	/!()"21	SYM
elements-14909	18	4	(	(	PUNCT
elements-14909	18	5	#	#	NOUN
elements-14909	18	6	)	)	PUNCT
elements-14909	18	7	*	*	PUNCT
elements-14909	18	8	!	!	PUNCT
elements-14909	19	1	"	"	PUNCT
elements-14909	19	2	21	21	NUM
elements-14909	19	3	+	+	NOUN
elements-14909	19	4	#	#	SYM
elements-14909	19	5	*	*	NOUN
elements-14909	19	6	.	.	PUNCT
elements-14909	20	1	$	$	SYM
elements-14909	20	2	'	'	NUM
elements-14909	20	3	+	+	NUM
elements-14909	20	4	4%%	4%%	PROPN
elements-14909	20	5	"	"	PUNCT
elements-14909	20	6	&	&	CCONJ
elements-14909	20	7	)	)	PUNCT
elements-14909	20	8	*	*	PUNCT
elements-14909	20	9	(	(	PUNCT
elements-14909	20	10	%	%	INTJ
elements-14909	20	11	2	2	NUM
elements-14909	20	12	#	#	NOUN
elements-14909	20	13	)	)	PUNCT
elements-14909	20	14	*	*	PUNCT
elements-14909	21	1	%	%	NOUN
elements-14909	21	2	-%5'-1'#%	-%5'-1'#%	NOUN
elements-14909	21	3	#	#	SYM
elements-14909	21	4	$	$	SYM
elements-14909	21	5	%	%	NOUN
elements-14909	21	6	#	#	SYM
elements-14909	21	7	*	*	NOUN
elements-14909	21	8	'	'	NUM
elements-14909	21	9	2!#!)"'()/01	2!#!)"'()/01	NOUN
elements-14909	21	10	#	#	NOUN
elements-14909	21	11	!	!	PUNCT
elements-14909	21	12	"	"	PUNCT
elements-14909	21	13	,	,	PUNCT
elements-14909	21	14	0'*'2!,/.	0'*'2!,/.	NUM
elements-14909	21	15	(	(	PUNCT
elements-14909	21	16	%	%	INTJ
elements-14909	21	17	"	"	PUNCT
elements-14909	21	18	#	#	SYM
elements-14909	21	19	*	*	NOUN
elements-14909	21	20	'	'	NUM
elements-14909	21	21	#	#	NOUN
elements-14909	21	22	)	)	PUNCT
elements-14909	21	23	#	#	SYM
elements-14909	21	24	$	$	SYM
elements-14909	21	25	!	!	PUNCT
elements-14909	22	1	+	+	NUM
elements-14909	22	2	*	*	PUNCT
elements-14909	22	3	%	%	INTJ
elements-14909	22	4	-%5'-1	-%5'-1	INTJ
elements-14909	22	5	'	'	PUNCT
elements-14909	22	6	#	#	NOUN
elements-14909	22	7	!	!	PUNCT
elements-14909	22	8	)	)	PUNCT
elements-14909	23	1	"	"	PUNCT
elements-14909	23	2	$	$	SYM
elements-14909	23	3	'	'	NUM
elements-14909	23	4	+	+	NUM
elements-14909	23	5	4%%	4%%	NOUN
elements-14909	23	6	"	"	PUNCT
elements-14909	23	7	#	#	SYM
elements-14909	23	8	$	$	SYM
elements-14909	23	9	%	%	NOUN
elements-14909	23	10	"	"	PUNCT
elements-14909	23	11	)	)	PUNCT
elements-14909	23	12	5%2%5%-)0/%	5%2%5%-)0/%	NUM
elements-14909	23	13	"	"	PUNCT
elements-14909	23	14	#	#	NOUN
elements-14909	23	15	)	)	PUNCT
elements-14909	23	16	&	&	CCONJ
elements-14909	23	17	"	"	PUNCT
elements-14909	23	18	%	%	NOUN
elements-14909	23	19	1*)/)*0	1*)/)*0	NUM
elements-14909	23	20	$	$	SYM
elements-14909	23	21	!	!	PUNCT
elements-14909	23	22	(	(	PUNCT
elements-14909	23	23	(	(	PUNCT
elements-14909	23	24	)	)	PUNCT
elements-14909	23	25	/01	/01	SYM
elements-14909	23	26	#	#	NOUN
elements-14909	23	27	!	!	PUNCT
elements-14909	23	28	"	"	PUNCT
elements-14909	23	29	,	,	PUNCT
elements-14909	23	30	–	–	PUNCT
elements-14909	23	31	'	'	PUNCT
elements-14909	23	32	"	"	PUNCT
elements-14909	23	33	'	'	PUNCT
elements-14909	23	34	00*)'($	00*)'($	NUM
elements-14909	24	1	#	#	SYM
elements-14909	24	2	$	$	SYM
elements-14909	24	3	'	'	NUM
elements-14909	24	4	#	#	NOUN
elements-14909	24	5	,	,	PUNCT
elements-14909	24	6	'	'	PUNCT
elements-14909	24	7	#	#	NOUN
elements-14909	24	8	!	!	PUNCT
elements-14909	25	1	#	#	ADP
elements-14909	25	2	+	+	ADJ
elements-14909	25	3	(	(	PUNCT
elements-14909	25	4	)	)	PUNCT
elements-14909	25	5	*	*	NUM
elements-14909	25	6	%	%	NOUN
elements-14909	25	7	,	,	PUNCT
elements-14909	26	1	+	+	ADP
elements-14909	26	2	%	%	INTJ
elements-14909	26	3	%	%	NOUN
elements-14909	26	4	6	6	NUM
elements-14909	26	5	+	+	NOUN
elements-14909	26	6	#	#	NUM
elements-14909	26	7	)	)	PUNCT
elements-14909	26	8	*	*	PUNCT
elements-14909	27	1	%	%	NOUN
elements-14909	28	1	0-!('#%	0-!('#%	NUM
elements-14909	29	1	#	#	SYM
elements-14909	29	2	$	$	SYM
elements-14909	29	3	%	%	NOUN
elements-14909	29	4	4	4	NUM
elements-14909	29	5	*	*	NOUN
elements-14909	29	6	'	'	PUNCT
elements-14909	29	7	!	!	PUNCT
elements-14909	29	8	"	"	PUNCT
elements-14909	29	9	!	!	PUNCT
elements-14909	29	10	"	"	PUNCT
elements-14909	30	1	+	+	ADJ
elements-14909	30	2	!	!	PUNCT
elements-14909	30	3	-	-	PUNCT
elements-14909	30	4	!	!	PUNCT
elements-14909	30	5	(	(	PUNCT
elements-14909	30	6	)	)	PUNCT
elements-14909	30	7	"	"	PUNCT
elements-14909	30	8	.	.	PUNCT
elements-14909	31	1	2%+0!#%	2%+0!#%	NUM
elements-14909	31	2	(	(	PUNCT
elements-14909	31	3	$	$	SYM
elements-14909	31	4	'	'	NUM
elements-14909	31	5	--%",%+	--%",%+	PROPN
elements-14909	31	6	)	)	PUNCT
elements-14909	31	7	"	"	PUNCT
elements-14909	31	8	#	#	SYM
elements-14909	31	9	$	$	SYM
elements-14909	31	10	%	%	NOUN
elements-14909	31	11	'	'	PUNCT
elements-14909	31	12	-,)*!#$/	-,)*!#$/	NOUN
elements-14909	31	13	!	!	PUNCT
elements-14909	31	14	(	(	PUNCT
elements-14909	31	15	&	&	CCONJ
elements-14909	31	16	*	*	ADJ
elements-14909	31	17	)	)	PUNCT
elements-14909	31	18	"	"	PUNCT
elements-14909	31	19	#	#	ADP
elements-14909	31	20	,	,	PUNCT
elements-14909	31	21	"	"	PUNCT
elements-14909	31	22	%	%	NOUN
elements-14909	31	23	1*)/)*0	1*)/)*0	NUM
elements-14909	31	24	$	$	SYM
elements-14909	31	25	!	!	PUNCT
elements-14909	31	26	(	(	PUNCT
elements-14909	31	27	(	(	PUNCT
elements-14909	31	28	)	)	PUNCT
elements-14909	31	29	/01	/01	SYM
elements-14909	31	30	#	#	NOUN
elements-14909	31	31	!	!	PUNCT
elements-14909	31	32	"	"	PUNCT
elements-14909	31	33	,	,	PUNCT
elements-14909	31	34	0*)/!+%+	0*)/!+%+	NUM
elements-14909	31	35	'	'	PUNCT
elements-14909	31	36	/'++!5%-	/'++!5%-	PUNCT
elements-14909	31	37	.	.	PUNCT
elements-14909	32	1	0'*'--%-	0'*'--%-	VERB
elements-14909	32	2	,	,	PUNCT
elements-14909	33	1	%	%	NOUN
elements-14909	33	2	&	&	CCONJ
elements-14909	33	3	&	&	CCONJ
elements-14909	33	4	!	!	PUNCT
elements-14909	34	1	(	(	PUNCT
elements-14909	34	2	!	!	PUNCT
elements-14909	34	3	%	%	INTJ
elements-14909	34	4	"	"	PUNCT
elements-14909	34	5	#	#	NOUN
elements-14909	34	6	,	,	PUNCT
elements-14909	34	7	'	'	PUNCT
elements-14909	34	8	"	"	PUNCT
elements-14909	34	9	2	2	NUM
elements-14909	34	10	+	+	NOUN
elements-14909	34	11	(	(	PUNCT
elements-14909	34	12	'	'	PUNCT
elements-14909	34	13	-'4-%	-'4-%	VERB
elements-14909	34	14	(	(	PUNCT
elements-14909	34	15	)	)	PUNCT
elements-14909	34	16	/01#'#!)"'+)-1	/01#'#!)"'+)-1	VERB
elements-14909	34	17	#	#	X
elements-14909	34	18	!	!	PUNCT
elements-14909	34	19	)	)	PUNCT
elements-14909	34	20	"	"	PUNCT
elements-14909	35	1	3!#$	3!#$	NUM
elements-14909	35	2	-'*,%	-'*,%	PUNCT
elements-14909	35	3	!	!	PUNCT
elements-14909	35	4	/0-!('#!)"+	/0-!('#!)"+	PUNCT
elements-14909	35	5	)	)	PUNCT
elements-14909	35	6	"	"	PUNCT
elements-14909	36	1	#	#	SYM
elements-14909	36	2	$	$	SYM
elements-14909	36	3	%	%	NOUN
elements-14909	36	4	2'!-	2'!-	NUM
elements-14909	36	5	.	.	PUNCT
elements-14909	36	6	-!5%+	-!5%+	PUNCT
elements-14909	36	7	)	)	PUNCT
elements-14909	36	8	&	&	CCONJ
elements-14909	36	9	(	(	PUNCT
elements-14909	36	10	)	)	PUNCT
elements-14909	36	11	"	"	PUNCT
elements-14909	36	12	+1/%*+	+1/%*+	PROPN
elements-14909	36	13	.	.	PUNCT
elements-14909	37	1	#	#	SYM
elements-14909	37	2	$	$	NUM
elements-14909	37	3	%	%	NOUN
elements-14909	37	4	&	&	CCONJ
elements-14909	37	5	1#1*%	1#1*%	NUM
elements-14909	37	6	)	)	PUNCT
elements-14909	37	7	&	&	CCONJ
elements-14909	37	8	#	#	SYM
elements-14909	37	9	$	$	NUM
elements-14909	37	10	%	%	NOUN
elements-14909	37	11	#	#	SYM
elements-14909	37	12	%	%	NOUN
elements-14909	37	13	(	(	PUNCT
elements-14909	37	14	$	$	SYM
elements-14909	37	15	"	"	PUNCT
elements-14909	37	16	)	)	PUNCT
elements-14909	37	17	-	-	PUNCT
elements-14909	37	18	)	)	PUNCT
elements-14909	37	19	,	,	PUNCT
elements-14909	37	20	.	.	PUNCT
elements-14909	37	21	,	,	PUNCT
elements-14909	37	22	$	$	SYM
elements-14909	37	23	)	)	PUNCT
elements-14909	37	24	3%5	3%5	NUM
elements-14909	37	25	%	%	NOUN
elements-14909	37	26	*	*	PUNCT
elements-14909	37	27	,	,	PUNCT
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elements-14909	38	1	+	+	PUNCT
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elements-14909	39	2	*	*	ADJ
elements-14909	39	3	#	#	NOUN
elements-14909	39	4	'	'	PUNCT
elements-14909	39	5	!	!	PUNCT
elements-14909	40	1	"	"	PUNCT
elements-14909	40	2	.	.	PUNCT
elements-14909	41	1	3!#$	3!#$	NUM
elements-14909	41	2	#	#	SYM
elements-14909	41	3	$	$	SYM
elements-14909	41	4	%	%	NOUN
elements-14909	41	5	*	*	PUNCT
elements-14909	41	6	!	!	PUNCT
elements-14909	42	1	+	+	ADJ
elements-14909	42	2	%	%	NOUN
elements-14909	42	3	)	)	PUNCT
elements-14909	42	4	&	&	CCONJ
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elements-14909	42	7	,	,	PUNCT
elements-14909	42	8	$	$	SYM
elements-14909	42	9	0%*&)*/'"(%	0%*&)*/'"(%	NOUN
elements-14909	42	10	'	'	PUNCT
elements-14909	42	11	"	"	PUNCT
elements-14909	42	12	2	2	NUM
elements-14909	42	13	71'"#1/	71'"#1/	NUM
elements-14909	42	14	(	(	PUNCT
elements-14909	42	15	)	)	PUNCT
elements-14909	42	16	/01	/01	SYM
elements-14909	43	1	#	#	NOUN
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elements-14909	43	4	,	,	PUNCT
elements-14909	43	5	'	'	PUNCT
elements-14909	43	6	+	+	NUM
elements-14909	43	7	0*)/!+	0*)/!+	NOUN
elements-14909	43	8	!	!	PUNCT
elements-14909	43	9	"	"	PUNCT
elements-14909	43	10	,	,	PUNCT
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elements-14909	43	12	-#%*"'#!5%+	-#%*"'#!5%+	INTJ
elements-14909	43	13	,	,	PUNCT
elements-14909	43	14	#	#	SYM
elements-14909	43	15	$	$	SYM
elements-14909	43	16	%	%	NOUN
elements-14909	44	1	+	+	NOUN
elements-14909	44	2	%	%	NOUN
elements-14909	44	3	/!()"21	/!()"21	SYM
elements-14909	44	4	(	(	PUNCT
elements-14909	44	5	#	#	NOUN
elements-14909	44	6	)	)	PUNCT
elements-14909	44	7	*	*	PUNCT
elements-14909	44	8	!	!	PUNCT
elements-14909	45	1	"	"	PUNCT
elements-14909	45	2	21	21	NUM
elements-14909	45	3	+	+	NOUN
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elements-14909	46	1	'	'	PUNCT
elements-14909	46	2	#	#	NOUN
elements-14909	46	3	-'*,%	-'*,%	PUNCT
elements-14909	46	4	/1	/1	PUNCT
elements-14909	47	1	+	+	NOUN
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elements-14909	47	3	(	(	PUNCT
elements-14909	47	4	)	)	PUNCT
elements-14909	48	1	"	"	PUNCT
elements-14909	48	2	+	+	NOUN
elements-14909	48	3	!	!	NOUN
elements-14909	48	4	2	2	NUM
elements-14909	48	5	%	%	NOUN
elements-14909	48	6	*	*	NOUN
elements-14909	48	7	#	#	SYM
elements-14909	48	8	$	$	NUM
elements-14909	48	9	%	%	NOUN
elements-14909	48	10	%	%	NOUN
elements-14909	48	11	8#%	8#%	NOUN
elements-14909	48	12	"	"	PUNCT
elements-14909	48	13	#	#	NOUN
elements-14909	48	14	#	#	NOUN
elements-14909	48	15	)	)	PUNCT
elements-14909	48	16	3$!($	3$!($	NUM
elements-14909	48	17	"	"	PUNCT
elements-14909	48	18	%	%	NOUN
elements-14909	48	19	1*)/)*0	1*)/)*0	NUM
elements-14909	48	20	$	$	SYM
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elements-14909	48	22	(	(	PUNCT
elements-14909	48	23	(	(	PUNCT
elements-14909	48	24	)	)	PUNCT
elements-14909	48	25	/01	/01	SYM
elements-14909	48	26	#	#	NOUN
elements-14909	48	27	!	!	PUNCT
elements-14909	48	28	"	"	PUNCT
elements-14909	48	29	,	,	PUNCT
elements-14909	48	30	(	(	PUNCT
elements-14909	48	31	'	'	PUNCT
elements-14909	48	32	"	"	PUNCT
elements-14909	48	33	%	%	INTJ
elements-14909	48	34	/%*,%	/%*,%	PRON
elements-14909	48	35	'	'	PUNCT
elements-14909	48	36	+	+	NUM
elements-14909	48	37	'	'	PUNCT
elements-14909	48	38	5!'4-%	5!'4-%	NUM
elements-14909	48	39	'	'	CCONJ
elements-14909	48	40	"	"	PUNCT
elements-14909	48	41	2	2	NUM
elements-14909	48	42	&	&	CCONJ
elements-14909	48	43	%	%	NOUN
elements-14909	48	44	'	'	PUNCT
elements-14909	48	45	+	+	PROPN
elements-14909	48	46	!	!	PROPN
elements-14909	48	47	4-%	4-%	NUM
elements-14909	48	48	+	+	ADJ
elements-14909	48	49	)	)	PUNCT
elements-14909	48	50	-1	-1	ADJ
elements-14909	48	51	#	#	NOUN
elements-14909	48	52	!	!	PUNCT
elements-14909	48	53	)	)	PUNCT
elements-14909	48	54	"	"	PUNCT
elements-14909	48	55	!	!	PUNCT
elements-14909	48	56	"	"	PUNCT
elements-14909	49	1	#	#	SYM
elements-14909	49	2	$	$	SYM
elements-14909	49	3	%	%	NOUN
elements-14909	49	4	(	(	PUNCT
elements-14909	49	5	)	)	PUNCT
elements-14909	49	6	/	/	PUNCT
elements-14909	49	7	!	!	PUNCT
elements-14909	49	8	"	"	PUNCT
elements-14909	49	9	,	,	PUNCT
elements-14909	49	10	.%'*+	.%'*+	PROPN
elements-14909	49	11	.	.	PUNCT
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elements-14909	50	1	#	#	NOUN
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elements-14909	51	1	+	+	NOUN
elements-14909	52	1	5!#'-	5!#'-	NOUN
elements-14909	52	2	,	,	PUNCT
elements-14909	52	3	#	#	SYM
elements-14909	52	4	$	$	SYM
elements-14909	52	5	%	%	NOUN
elements-14909	52	6	*	*	PUNCT
elements-14909	52	7	%	%	NOUN
elements-14909	52	8	&	&	CCONJ
elements-14909	52	9	)	)	PUNCT
elements-14909	52	10	*	*	PROPN
elements-14909	53	1	%	%	INTJ
elements-14909	53	2	,	,	PUNCT
elements-14909	53	3	#	#	NOUN
elements-14909	53	4	)	)	PUNCT
elements-14909	53	5	1"2%*+#'"2	1"2%*+#'"2	NOUN
elements-14909	53	6	#	#	SYM
elements-14909	53	7	$	$	NUM
elements-14909	53	8	%	%	NOUN
elements-14909	53	9	#	#	SYM
elements-14909	53	10	$	$	NUM
elements-14909	53	11	%	%	NOUN
elements-14909	53	12	)	)	PUNCT
elements-14909	53	13	*	*	PUNCT
elements-14909	53	14	%	%	NOUN
elements-14909	53	15	#	#	NOUN
elements-14909	53	16	!	!	PUNCT
elements-14909	53	17	(	(	PUNCT
elements-14909	53	18	'	'	PUNCT
elements-14909	53	19	1"2%*0!""!",+	1"2%*0!""!",+	NOUN
elements-14909	53	20	)	)	PUNCT
elements-14909	53	21	&	&	CCONJ
elements-14909	53	22	#	#	SYM
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elements-14909	53	24	%	%	NOUN
elements-14909	53	25	"	"	PUNCT
elements-14909	53	26	%	%	NOUN
elements-14909	53	27	1*)/)*0	1*)/)*0	NUM
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elements-14909	53	33	'	'	PUNCT
elements-14909	53	34	"	"	PUNCT
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elements-14909	53	37	!	!	PUNCT
elements-14909	54	1	(	(	PUNCT
elements-14909	54	2	#	#	NOUN
elements-14909	54	3	#	#	SYM
elements-14909	54	4	$	$	NUM
elements-14909	54	5	%	%	NOUN
elements-14909	54	6	-!6%-!$))2	-!6%-!$))2	PROPN
elements-14909	54	7	)	)	PUNCT
elements-14909	54	8	&	&	CCONJ
elements-14909	54	9	!	!	PUNCT
elements-14909	55	1	#	#	PRON
elements-14909	55	2	+	+	NOUN
elements-14909	55	3	!	!	PUNCT
elements-14909	55	4	/0-%/%	/0-%/%	PUNCT
elements-14909	55	5	"	"	PUNCT
elements-14909	55	6	#	#	SYM
elements-14909	55	7	'	'	NOUN
elements-14909	55	8	#	#	NOUN
elements-14909	55	9	!	!	PUNCT
elements-14909	55	10	)	)	PUNCT
elements-14909	55	11	"	"	PUNCT
elements-14909	56	1	3!#$	3!#$	X
elements-14909	56	2	!	!	PUNCT
elements-14909	56	3	"	"	PUNCT
elements-14909	57	1	#	#	SYM
elements-14909	57	2	$	$	SYM
elements-14909	57	3	%	%	NOUN
elements-14909	57	4	"	"	PUNCT
elements-14909	57	5	%	%	NOUN
elements-14909	57	6	8	8	NUM
elements-14909	57	7	#	#	NOUN
elements-14909	57	8	2%('2	2%('2	NUM
elements-14909	57	9	%	%	NOUN
elements-14909	57	10	.	.	PUNCT
elements-14909	57	11	!	!	PUNCT
elements-14909	58	1	"	"	PUNCT
elements-14909	58	2	#	#	SYM
elements-14909	58	3	$	$	SYM
elements-14909	58	4	%	%	NOUN
elements-14909	58	5	&	&	CCONJ
elements-14909	58	6	%	%	NOUN
elements-14909	58	7	$	$	SYM
elements-14909	58	8	'	'	PUNCT
elements-14909	58	9	(	(	PUNCT
elements-14909	58	10	)	)	PUNCT
elements-14909	58	11	*	*	PUNCT
elements-14909	59	1	*	*	PUNCT
elements-14909	59	2	%	%	NOUN
elements-14909	59	3	&	&	CCONJ
elements-14909	59	4	'	'	PUNCT
elements-14909	59	5	#	#	SYM
elements-14909	59	6	+	+	NOUN
elements-14909	59	7	)	)	PUNCT
elements-14909	59	8	!	!	PUNCT
elements-14909	59	9	,	,	PUNCT
elements-14909	59	10	explaining	explain	VERB
elements-14909	59	11	how	how	SCONJ
elements-14909	59	12	projected	project	VERB
elements-14909	59	13	snn	snn	PROPN
elements-14909	59	14	training	training	NOUN
elements-14909	59	15	will	will	AUX
elements-14909	59	16	largely	largely	ADV
elements-14909	59	17	impact	impact	VERB
elements-14909	59	18	our	our	PRON
elements-14909	59	19	interactions	interaction	NOUN
elements-14909	59	20	with	with	ADP
elements-14909	59	21	technology	technology	NOUN
elements-14909	59	22	3!-*!$%*2	3!-*!$%*2	NUM
elements-14909	59	23	ed	ed	NOUN
elements-14909	59	24	on	on	ADP
elements-14909	59	25	the	the	DET
elements-14909	59	26	algorithmic	algorithmic	ADJ
elements-14909	59	27	front	front	NOUN
elements-14909	59	28	.	.	PUNCT
elements-14909	60	1	in	in	ADP
elements-14909	60	2	terms	term	NOUN
elements-14909	60	3	of	of	ADP
elements-14909	60	4	research	research	NOUN
elements-14909	60	5	and	and	CCONJ
elements-14909	60	6	resources	resource	NOUN
elements-14909	60	7	,	,	PUNCT
elements-14909	60	8	in	in	ADP
elements-14909	60	9	october	october	PROPN
elements-14909	60	10	of	of	ADP
elements-14909	60	11	2020	2020	NUM
elements-14909	60	12	,	,	PUNCT
elements-14909	60	13	intel	intel	PROPN
elements-14909	60	14	announced	announce	VERB
elements-14909	60	15	a	a	DET
elements-14909	60	16	three	three	NUM
elements-14909	60	17	-	-	PUNCT
elements-14909	60	18	year	year	NOUN
elements-14909	60	19	contract	contract	NOUN
elements-14909	60	20	with	with	ADP
elements-14909	60	21	sandia	sandia	PROPN
elements-14909	60	22	national	national	ADJ
elements-14909	60	23	laboratories	laboratory	NOUN
elements-14909	60	24	(	(	PUNCT
elements-14909	60	25	a	a	DET
elements-14909	60	26	government	government	NOUN
elements-14909	60	27	nuclear	nuclear	ADJ
elements-14909	60	28	research	research	NOUN
elements-14909	60	29	lab	lab	NOUN
elements-14909	60	30	)	)	PUNCT
elements-14909	60	31	to	to	PART
elements-14909	60	32	advance	advance	VERB
elements-14909	60	33	neuromorphic	neuromorphic	ADJ
elements-14909	60	34	computing	computing	NOUN
elements-14909	60	35	beyond	beyond	ADP
elements-14909	60	36	edge	edge	NOUN
elements-14909	60	37	applications	application	NOUN
elements-14909	60	38	to	to	PART
elements-14909	60	39	progressively	progressively	ADV
elements-14909	60	40	complex	complex	ADJ
elements-14909	60	41	computational	computational	ADJ
elements-14909	60	42	problems	problem	NOUN
elements-14909	60	43	.	.	PUNCT
elements-14909	61	1	the	the	DET
elements-14909	61	2	result	result	NOUN
elements-14909	61	3	will	will	AUX
elements-14909	61	4	be	be	AUX
elements-14909	61	5	the	the	DET
elements-14909	61	6	development	development	NOUN
elements-14909	61	7	of	of	ADP
elements-14909	61	8	increasingly	increasingly	ADV
elements-14909	61	9	large	large	ADJ
elements-14909	61	10	neuromorphic	neuromorphic	ADJ
elements-14909	61	11	systems	system	NOUN
elements-14909	61	12	with	with	ADP
elements-14909	61	13	the	the	DET
elements-14909	61	14	intent	intent	NOUN
elements-14909	61	15	of	of	ADP
elements-14909	61	16	integrating	integrate	VERB
elements-14909	61	17	over	over	ADP
elements-14909	61	18	one	one	NUM
elements-14909	61	19	billion	billion	NUM
elements-14909	61	20	neurons	neuron	NOUN
elements-14909	61	21	.	.	PUNCT
elements-14909	62	1	creating	create	VERB
elements-14909	62	2	a	a	DET
elements-14909	62	3	system	system	NOUN
elements-14909	62	4	with	with	ADP
elements-14909	62	5	such	such	ADJ
elements-14909	62	6	neural	neural	ADJ
elements-14909	62	7	capacity	capacity	NOUN
elements-14909	62	8	exhibits	exhibit	VERB
elements-14909	62	9	moderate	moderate	ADJ
elements-14909	62	10	uncertainty	uncertainty	NOUN
elements-14909	62	11	in	in	ADP
elements-14909	62	12	the	the	DET
elements-14909	62	13	short	short	ADJ
elements-14909	62	14	-	-	PUNCT
elements-14909	62	15	term	term	NOUN
elements-14909	62	16	.	.	PUNCT
elements-14909	63	1	given	give	VERB
elements-14909	63	2	a	a	PRON
elements-14909	63	3	)	)	PUNCT
elements-14909	63	4	the	the	DET
elements-14909	63	5	progress	progress	NOUN
elements-14909	63	6	intel	intel	PROPN
elements-14909	63	7	has	have	AUX
elements-14909	63	8	made	make	VERB
elements-14909	63	9	when	when	SCONJ
elements-14909	63	10	it	it	PRON
elements-14909	63	11	comes	come	VERB
elements-14909	63	12	to	to	ADP
elements-14909	63	13	scaling	scale	VERB
elements-14909	63	14	loihi	loihi	NOUN
elements-14909	63	15	and	and	CCONJ
elements-14909	63	16	b	b	X
elements-14909	63	17	)	)	PUNCT
elements-14909	63	18	the	the	DET
elements-14909	63	19	di3culty	di3culty	NOUN
elements-14909	63	20	of	of	ADP
elements-14909	63	21	integrating	integrate	VERB
elements-14909	63	22	an	an	DET
elements-14909	63	23	increasingly	increasingly	ADV
elements-14909	63	24	large	large	ADJ
elements-14909	63	25	number	number	NOUN
elements-14909	63	26	of	of	ADP
elements-14909	63	27	neurons	neuron	NOUN
elements-14909	63	28	,	,	PUNCT
elements-14909	63	29	the	the	DET
elements-14909	63	30	project	project	NOUN
elements-14909	63	31	has	have	VERB
elements-14909	63	32	an	an	DET
elements-14909	63	33	uncertainty	uncertainty	NOUN
elements-14909	63	34	factor	factor	NOUN
elements-14909	63	35	of	of	ADP
elements-14909	63	36	around	around	ADP
elements-14909	63	37	two	two	NUM
elements-14909	63	38	on	on	ADP
elements-14909	63	39	the	the	DET
elements-14909	63	40	lowand	lowand	ADJ
elements-14909	63	41	highend	highend	NOUN
elements-14909	63	42	(	(	PUNCT
elements-14909	63	43	i.e.	i.e.	X
elements-14909	63	44	,	,	PUNCT
elements-14909	63	45	the	the	DET
elements-14909	63	46	system	system	NOUN
elements-14909	63	47	will	will	AUX
elements-14909	63	48	be	be	AUX
elements-14909	63	49	developed	develop	VERB
elements-14909	63	50	within	within	ADP
elements-14909	63	51	one	one	NUM
elements-14909	63	52	half	half	NOUN
elements-14909	63	53	to	to	ADP
elements-14909	63	54	two	two	NUM
elements-14909	63	55	times	time	NOUN
elements-14909	63	56	the	the	DET
elements-14909	63	57	expected	expect	VERB
elements-14909	63	58	implementation	implementation	NOUN
elements-14909	63	59	time	time	NOUN
elements-14909	63	60	frame	frame	NOUN
elements-14909	63	61	)	)	PUNCT
elements-14909	63	62	.	.	PUNCT
elements-14909	64	1	neuromorphic	neuromorphic	ADJ
elements-14909	64	2	computing	computing	NOUN
elements-14909	64	3	will	will	AUX
elements-14909	64	4	also	also	ADV
elements-14909	64	5	experience	experience	VERB
elements-14909	64	6	strong	strong	ADJ
elements-14909	64	7	research	research	NOUN
elements-14909	64	8	in	in	ADP
elements-14909	64	9	edge	edge	NOUN
elements-14909	64	10	applications	application	NOUN
elements-14909	64	11	(	(	PUNCT
elements-14909	64	12	particularly	particularly	ADV
elements-14909	64	13	energy	energy	NOUN
elements-14909	64	14	e3cient	e3cient	ADJ
elements-14909	64	15	robotics	robotic	NOUN
elements-14909	64	16	)	)	PUNCT
elements-14909	64	17	as	as	SCONJ
elements-14909	64	18	members	member	NOUN
elements-14909	64	19	of	of	ADP
elements-14909	64	20	the	the	DET
elements-14909	64	21	inrc	inrc	NOUN
elements-14909	64	22	continue	continue	VERB
elements-14909	64	23	to	to	PART
elements-14909	64	24	deploy	deploy	VERB
elements-14909	64	25	loihi	loihi	NOUN
elements-14909	64	26	in	in	ADP
elements-14909	64	27	realtime	realtime	ADJ
elements-14909	64	28	audio	audio	ADJ
elements-14909	64	29	and	and	CCONJ
elements-14909	64	30	video	video	NOUN
elements-14909	64	31	processing	processing	NOUN
elements-14909	64	32	tests.11	tests.11	NOUN
elements-14909	64	33	while	while	SCONJ
elements-14909	64	34	gartner	gartner	NOUN
elements-14909	64	35	predicts	predict	VERB
elements-14909	64	36	that	that	SCONJ
elements-14909	64	37	traditional	traditional	ADJ
elements-14909	64	38	computing	computing	NOUN
elements-14909	64	39	will	will	AUX
elements-14909	64	40	hit	hit	VERB
elements-14909	64	41	a	a	DET
elements-14909	64	42	wall	wall	NOUN
elements-14909	64	43	in	in	ADP
elements-14909	64	44	2025	2025	NUM
elements-14909	64	45	(	(	PUNCT
elements-14909	64	46	specifically	specifically	ADV
elements-14909	64	47	mentioning	mention	VERB
elements-14909	64	48	neuromorphic	neuromorphic	ADJ
elements-14909	64	49	computing	computing	NOUN
elements-14909	64	50	as	as	ADP
elements-14909	64	51	the	the	DET
elements-14909	64	52	leading	lead	VERB
elements-14909	64	53	technology	technology	NOUN
elements-14909	64	54	for	for	ADP
elements-14909	64	55	a	a	DET
elements-14909	64	56	shift	shift	NOUN
elements-14909	64	57	in	in	ADP
elements-14909	64	58	the	the	DET
elements-14909	64	59	computing	computing	NOUN
elements-14909	64	60	paradigm	paradigm	NOUN
elements-14909	64	61	)	)	PUNCT
elements-14909	64	62	,	,	PUNCT
elements-14909	64	63	it	it	PRON
elements-14909	64	64	is	be	AUX
elements-14909	64	65	unlikely	unlikely	ADJ
elements-14909	64	66	that	that	SCONJ
elements-14909	64	67	a	a	DET
elements-14909	64	68	robust	robust	ADJ
elements-14909	64	69	commercial	commercial	ADJ
elements-14909	64	70	product	product	NOUN
elements-14909	64	71	will	will	AUX
elements-14909	64	72	be	be	AUX
elements-14909	64	73	available	available	ADJ
elements-14909	64	74	within	within	ADP
elements-14909	64	75	the	the	DET
elements-14909	64	76	next	next	ADJ
elements-14909	64	77	five	five	NUM
elements-14909	64	78	years	year	NOUN
elements-14909	64	79	due	due	ADP
elements-14909	64	80	to	to	ADP
elements-14909	64	81	software	software	NOUN
elements-14909	64	82	limitations	limitation	NOUN
elements-14909	64	83	.	.	PUNCT
elements-14909	65	1	unlike	unlike	ADP
elements-14909	65	2	traditional	traditional	ADJ
elements-14909	65	3	anns	ann	NOUN
elements-14909	65	4	,	,	PUNCT
elements-14909	65	5	snns	snn	NOUN
elements-14909	65	6	lack	lack	VERB
elements-14909	65	7	a	a	DET
elements-14909	65	8	learning	learn	VERB
elements-14909	65	9	algorithm	algorithm	NOUN
elements-14909	65	10	when	when	SCONJ
elements-14909	65	11	it	it	PRON
elements-14909	65	12	comes	come	VERB
elements-14909	65	13	to	to	ADP
elements-14909	65	14	parameter	parameter	NOUN
elements-14909	65	15	optimization	optimization	NOUN
elements-14909	65	16	:	:	PUNCT
elements-14909	65	17	it	it	PRON
elements-14909	65	18	is	be	AUX
elements-14909	65	19	impossible	impossible	ADJ
elements-14909	65	20	to	to	PART
elements-14909	65	21	use	use	VERB
elements-14909	65	22	gradient	gradient	ADJ
elements-14909	65	23	descent	descent	NOUN
elements-14909	65	24	given	give	VERB
elements-14909	65	25	the	the	DET
elements-14909	65	26	non	non	ADJ
elements-14909	65	27	-	-	ADJ
elements-14909	65	28	di4erentiable	di4erentiable	ADJ
elements-14909	65	29	nature	nature	NOUN
elements-14909	65	30	of	of	ADP
elements-14909	65	31	spiking	spike	VERB
elements-14909	65	32	neurons	neuron	NOUN
elements-14909	65	33	(	(	PUNCT
elements-14909	65	34	soni).12	soni).12	PROPN
elements-14909	65	35	yann	yann	PROPN
elements-14909	65	36	lecun	lecun	PROPN
elements-14909	65	37	,	,	PUNCT
elements-14909	65	38	the	the	DET
elements-14909	65	39	head	head	NOUN
elements-14909	65	40	of	of	ADP
elements-14909	65	41	ai	ai	NOUN
elements-14909	65	42	at	at	ADP
elements-14909	65	43	facebook	facebook	NOUN
elements-14909	65	44	,	,	PUNCT
elements-14909	65	45	is	be	AUX
elements-14909	65	46	a	a	DET
elements-14909	65	47	leading	lead	VERB
elements-14909	65	48	skeptic	skeptic	NOUN
elements-14909	65	49	when	when	SCONJ
elements-14909	65	50	it	it	PRON
elements-14909	65	51	comes	come	VERB
elements-14909	65	52	to	to	ADP
elements-14909	65	53	neuromorphic	neuromorphic	ADJ
elements-14909	65	54	implementation	implementation	NOUN
elements-14909	65	55	,	,	PUNCT
elements-14909	65	56	writing	write	VERB
elements-14909	65	57	that	that	SCONJ
elements-14909	65	58	it	it	PRON
elements-14909	65	59	is	be	AUX
elements-14909	65	60	“	"	PUNCT
elements-14909	65	61	premature	premature	ADJ
elements-14909	65	62	to	to	PART
elements-14909	65	63	build	build	VERB
elements-14909	65	64	a	a	DET
elements-14909	65	65	chip	chip	NOUN
elements-14909	65	66	”	"	PUNCT
elements-14909	65	67	when	when	SCONJ
elements-14909	65	68	snns	snn	NOUN
elements-14909	65	69	face	face	VERB
elements-14909	65	70	a	a	DET
elements-14909	65	71	fundamental	fundamental	ADJ
elements-14909	65	72	training	training	NOUN
elements-14909	65	73	challenge.13	challenge.13	NOUN
elements-14909	65	74	there	there	PRON
elements-14909	65	75	is	be	VERB
elements-14909	65	76	also	also	ADV
elements-14909	65	77	skepticism	skepticism	NOUN
elements-14909	65	78	regarding	regard	VERB
elements-14909	65	79	the	the	DET
elements-14909	65	80	performance	performance	NOUN
elements-14909	65	81	of	of	ADP
elements-14909	65	82	the	the	DET
elements-14909	65	83	underlying	underlie	VERB
elements-14909	65	84	snns	snn	NOUN
elements-14909	65	85	;	;	PUNCT
elements-14909	65	86	specifically	specifically	ADV
elements-14909	65	87	,	,	PUNCT
elements-14909	65	88	skeptics	skeptic	NOUN
elements-14909	65	89	point	point	VERB
elements-14909	65	90	to	to	ADP
elements-14909	65	91	the	the	DET
elements-14909	65	92	fact	fact	NOUN
elements-14909	65	93	that	that	SCONJ
elements-14909	65	94	snns	snn	NOUN
elements-14909	65	95	do	do	AUX
elements-14909	65	96	not	not	PART
elements-14909	65	97	outperform	outperform	VERB
elements-14909	65	98	anns	ann	NOUN
elements-14909	65	99	(	(	PUNCT
elements-14909	65	100	e.g.	e.g.	ADV
elements-14909	65	101	convolutional	convolutional	ADJ
elements-14909	65	102	neural	neural	ADJ
elements-14909	65	103	networks	network	NOUN
elements-14909	65	104	)	)	PUNCT
elements-14909	65	105	when	when	SCONJ
elements-14909	65	106	it	it	PRON
elements-14909	65	107	comes	come	VERB
elements-14909	65	108	to	to	ADP
elements-14909	65	109	traditional	traditional	ADJ
elements-14909	65	110	tests	test	NOUN
elements-14909	65	111	of	of	ADP
elements-14909	65	112	image	image	NOUN
elements-14909	65	113	recognition	recognition	NOUN
elements-14909	65	114	(	(	PUNCT
elements-14909	65	115	pfei4er	pfei4er	PROPN
elements-14909	65	116	and	and	CCONJ
elements-14909	65	117	pfeil).14	pfeil).14	PROPN
elements-14909	65	118	medium	medium	ADJ
elements-14909	65	119	term	term	NOUN
elements-14909	65	120	(	(	PUNCT
elements-14909	65	121	5	5	NUM
elements-14909	65	122	-	-	SYM
elements-14909	65	123	10	10	NUM
elements-14909	65	124	years	year	NOUN
elements-14909	65	125	)	)	PUNCT
elements-14909	65	126	while	while	SCONJ
elements-14909	65	127	snns	snn	NOUN
elements-14909	65	128	currently	currently	ADV
elements-14909	65	129	face	face	VERB
elements-14909	65	130	learning	learn	VERB
elements-14909	65	131	challenges	challenge	NOUN
elements-14909	65	132	,	,	PUNCT
elements-14909	65	133	it	it	PRON
elements-14909	65	134	is	be	AUX
elements-14909	65	135	expected	expect	VERB
elements-14909	65	136	that	that	SCONJ
elements-14909	65	137	within	within	ADP
elements-14909	65	138	the	the	DET
elements-14909	65	139	next	next	ADJ
elements-14909	65	140	five	five	NUM
elements-14909	65	141	to	to	PART
elements-14909	65	142	ten	ten	NUM
elements-14909	65	143	years	year	NOUN
elements-14909	65	144	,	,	PUNCT
elements-14909	65	145	researchers	researcher	NOUN
elements-14909	65	146	will	will	AUX
elements-14909	65	147	develop	develop	VERB
elements-14909	65	148	novel	novel	NOUN
elements-14909	65	149	and	and	CCONJ
elements-14909	65	150	e3cient	e3cient	NOUN
elements-14909	65	151	approaches	approach	NOUN
elements-14909	65	152	to	to	ADP
elements-14909	65	153	snn	snn	PROPN
elements-14909	65	154	training	training	NOUN
elements-14909	65	155	.	.	PUNCT
elements-14909	66	1	current	current	ADJ
elements-14909	66	2	advancements	advancement	NOUN
elements-14909	66	3	have	have	AUX
elements-14909	66	4	largely	largely	ADV
elements-14909	66	5	been	be	AUX
elements-14909	66	6	focused	focus	VERB
elements-14909	66	7	on	on	ADP
elements-14909	66	8	implementing	implement	VERB
elements-14909	66	9	a	a	DET
elements-14909	66	10	form	form	NOUN
elements-14909	66	11	of	of	ADP
elements-14909	66	12	transfer	transfer	NOUN
elements-14909	66	13	learning	learning	NOUN
elements-14909	66	14	(	(	PUNCT
elements-14909	66	15	i.e.	i.e.	X
elements-14909	66	16	,	,	PUNCT
elements-14909	66	17	a	a	DET
elements-14909	66	18	process	process	NOUN
elements-14909	66	19	by	by	ADP
elements-14909	66	20	which	which	PRON
elements-14909	66	21	parameters	parameter	NOUN
elements-14909	66	22	are	be	AUX
elements-14909	66	23	optimized	optimize	VERB
elements-14909	66	24	in	in	ADP
elements-14909	66	25	one	one	NUM
elements-14909	66	26	“	"	PUNCT
elements-14909	66	27	place	place	NOUN
elements-14909	66	28	”	"	PUNCT
elements-14909	66	29	and	and	CCONJ
elements-14909	66	30	transferred	transfer	VERB
elements-14909	66	31	to	to	ADP
elements-14909	66	32	a	a	DET
elements-14909	66	33	new	new	ADJ
elements-14909	66	34	“	"	PUNCT
elements-14909	66	35	place	place	NOUN
elements-14909	66	36	”	"	PUNCT
elements-14909	66	37	)	)	PUNCT
elements-14909	66	38	.	.	PUNCT
elements-14909	67	1	in	in	ADP
elements-14909	67	2	march	march	PROPN
elements-14909	67	3	of	of	ADP
elements-14909	67	4	2019	2019	NUM
elements-14909	67	5	,	,	PUNCT
elements-14909	67	6	terry	terry	PROPN
elements-14909	67	7	sejnowski	sejnowski	PROPN
elements-14909	67	8	of	of	ADP
elements-14909	67	9	the	the	DET
elements-14909	67	10	salk	salk	PROPN
elements-14909	67	11	institute	institute	PROPN
elements-14909	67	12	of	of	ADP
elements-14909	67	13	la	la	PROPN
elements-14909	67	14	jolla	jolla	PROPN
elements-14909	67	15	and	and	CCONJ
elements-14909	67	16	his	his	PRON
elements-14909	67	17	team	team	NOUN
elements-14909	67	18	were	be	AUX
elements-14909	67	19	able	able	ADJ
elements-14909	67	20	to	to	PART
elements-14909	67	21	train	train	VERB
elements-14909	67	22	a	a	DET
elements-14909	67	23	standard	standard	ADJ
elements-14909	67	24	recurrent	recurrent	ADJ
elements-14909	67	25	neural	neural	ADJ
elements-14909	67	26	network	network	NOUN
elements-14909	67	27	(	(	PUNCT
elements-14909	67	28	rnn	rnn	PROPN
elements-14909	67	29	)	)	PUNCT
elements-14909	67	30	via	via	ADP
elements-14909	67	31	gradient	gradient	ADJ
elements-14909	67	32	descent	descent	NOUN
elements-14909	67	33	methods	method	NOUN
elements-14909	67	34	and	and	CCONJ
elements-14909	67	35	transfer	transfer	VERB
elements-14909	67	36	the	the	DET
elements-14909	67	37	learned	learn	VERB
elements-14909	67	38	parameters	parameter	NOUN
elements-14909	67	39	to	to	ADP
elements-14909	67	40	an	an	DET
elements-14909	67	41	snn	snn	X
elements-14909	67	42	(	(	PUNCT
elements-14909	67	43	tiernan	tiernan	PROPN
elements-14909	67	44	,	,	PUNCT
elements-14909	67	45	“	"	PUNCT
elements-14909	67	46	neuromorphic	neuromorphic	ADJ
elements-14909	67	47	computing	computing	NOUN
elements-14909	67	48	finds	find	VERB
elements-14909	67	49	new	new	ADJ
elements-14909	67	50	life	life	NOUN
elements-14909	67	51	”	"	PUNCT
elements-14909	67	52	)	)	PUNCT
elements-14909	67	53	.	.	PUNCT
elements-14909	68	1	while	while	SCONJ
elements-14909	68	2	parameter	parameter	NOUN
elements-14909	68	3	transferring	transferring	NOUN
elements-14909	68	4	is	be	AUX
elements-14909	68	5	a	a	DET
elements-14909	68	6	step	step	NOUN
elements-14909	68	7	in	in	ADP
elements-14909	68	8	the	the	DET
elements-14909	68	9	right	right	ADJ
elements-14909	68	10	direction	direction	NOUN
elements-14909	68	11	,	,	PUNCT
elements-14909	68	12	sejnowski	sejnowski	PROPN
elements-14909	68	13	admits	admit	VERB
elements-14909	68	14	that	that	SCONJ
elements-14909	68	15	the	the	DET
elements-14909	68	16	next	next	ADJ
elements-14909	68	17	step	step	NOUN
elements-14909	68	18	—	—	PUNCT
elements-14909	68	19	learning	learn	VERB
elements-14909	68	20	the	the	DET
elements-14909	68	21	snn	snn	PROPN
elements-14909	68	22	itself	itself	PRON
elements-14909	68	23	—	—	PUNCT
elements-14909	68	24	is	be	AUX
elements-14909	68	25	still	still	ADV
elements-14909	68	26	“	"	PUNCT
elements-14909	68	27	in	in	ADP
elements-14909	68	28	the	the	DET
elements-14909	68	29	early	early	ADJ
elements-14909	68	30	days	day	NOUN
elements-14909	68	31	,	,	PUNCT
elements-14909	68	32	”	"	PUNCT
elements-14909	68	33	but	but	CCONJ
elements-14909	68	34	that	that	SCONJ
elements-14909	68	35	there	there	PRON
elements-14909	68	36	is	be	VERB
elements-14909	68	37	“	"	PUNCT
elements-14909	68	38	going	go	VERB
elements-14909	68	39	to	to	PART
elements-14909	68	40	be	be	AUX
elements-14909	68	41	another	another	DET
elements-14909	68	42	big	big	ADJ
elements-14909	68	43	shift	shift	NOUN
elements-14909	68	44	,	,	PUNCT
elements-14909	68	45	which	which	PRON
elements-14909	68	46	will	will	AUX
elements-14909	68	47	probably	probably	ADV
elements-14909	68	48	occur	occur	VERB
elements-14909	68	49	within	within	ADP
elements-14909	68	50	the	the	DET
elements-14909	68	51	next	next	ADJ
elements-14909	68	52	five	five	NUM
elements-14909	68	53	to	to	PART
elements-14909	68	54	ten	ten	NUM
elements-14909	68	55	years	year	NOUN
elements-14909	68	56	.	.	PUNCT
elements-14909	68	57	”	"	PUNCT
elements-14909	69	1	given	give	VERB
elements-14909	69	2	both	both	DET
elements-14909	69	3	the	the	DET
elements-14909	69	4	di3culty	di3culty	NOUN
elements-14909	69	5	and	and	CCONJ
elements-14909	69	6	current	current	ADJ
elements-14909	69	7	progress	progress	NOUN
elements-14909	69	8	of	of	ADP
elements-14909	69	9	snn	snn	PROPN
elements-14909	69	10	training	training	NOUN
elements-14909	69	11	,	,	PUNCT
elements-14909	69	12	there	there	PRON
elements-14909	69	13	is	be	VERB
elements-14909	69	14	moderate	moderate	ADJ
elements-14909	69	15	uncertainty	uncertainty	NOUN
elements-14909	69	16	regarding	regard	VERB
elements-14909	69	17	how	how	SCONJ
elements-14909	69	18	quickly	quickly	ADV
elements-14909	69	19	development	development	NOUN
elements-14909	69	20	will	will	AUX
elements-14909	69	21	occur	occur	VERB
elements-14909	69	22	on	on	ADP
elements-14909	69	23	the	the	DET
elements-14909	69	24	algorithmic	algorithmic	ADJ
elements-14909	69	25	front	front	NOUN
elements-14909	69	26	,	,	PUNCT
elements-14909	69	27	with	with	ADP
elements-14909	69	28	a	a	DET
elements-14909	69	29	general	general	ADJ
elements-14909	69	30	uncertainty	uncertainty	NOUN
elements-14909	69	31	factor	factor	NOUN
elements-14909	69	32	of	of	ADP
elements-14909	69	33	one	one	NUM
elements-14909	69	34	and	and	CCONJ
elements-14909	69	35	one	one	NUM
elements-14909	69	36	-	-	PUNCT
elements-14909	69	37	half	half	NOUN
elements-14909	69	38	to	to	ADP
elements-14909	69	39	two	two	NUM
elements-14909	69	40	times	time	NOUN
elements-14909	69	41	on	on	ADP
elements-14909	69	42	the	the	DET
elements-14909	69	43	high	high	ADJ
elements-14909	69	44	-	-	PUNCT
elements-14909	69	45	end	end	NOUN
elements-14909	69	46	.	.	PUNCT
elements-14909	70	1	if	if	SCONJ
elements-14909	70	2	an	an	DET
elements-14909	70	3	e3cient	e3cient	ADJ
elements-14909	70	4	learning	learning	NOUN
elements-14909	70	5	rule	rule	NOUN
elements-14909	70	6	is	be	AUX
elements-14909	70	7	established	establish	VERB
elements-14909	70	8	,	,	PUNCT
elements-14909	70	9	it	it	PRON
elements-14909	70	10	is	be	AUX
elements-14909	70	11	possible	possible	ADJ
elements-14909	70	12	we	we	PRON
elements-14909	70	13	will	will	AUX
elements-14909	70	14	begin	begin	VERB
elements-14909	70	15	to	to	PART
elements-14909	70	16	see	see	VERB
elements-14909	70	17	commercially	commercially	ADV
elements-14909	70	18	viable	viable	ADJ
elements-14909	70	19	neuromorphic	neuromorphic	ADJ
elements-14909	70	20	chips	chip	NOUN
elements-14909	70	21	within	within	ADP
elements-14909	70	22	the	the	DET
elements-14909	70	23	decade	decade	NOUN
elements-14909	70	24	,	,	PUNCT
elements-14909	70	25	allowing	allow	VERB
elements-14909	70	26	for	for	ADP
elements-14909	70	27	complex	complex	ADJ
elements-14909	70	28	,	,	PUNCT
elements-14909	70	29	energy	energy	NOUN
elements-14909	70	30	e3cient	e3cient	NOUN
elements-14909	70	31	tasks	task	NOUN
elements-14909	70	32	on	on	ADP
elements-14909	70	33	the	the	DET
elements-14909	70	34	“	"	PUNCT
elements-14909	70	35	edge	edge	NOUN
elements-14909	70	36	”	"	PUNCT
elements-14909	70	37	(	(	PUNCT
elements-14909	70	38	e.g.	e.g.	ADV
elements-14909	70	39	,	,	PUNCT
elements-14909	70	40	smartphones	smartphone	NOUN
elements-14909	70	41	)	)	PUNCT
elements-14909	70	42	.	.	PUNCT
elements-14909	71	1	such	such	ADJ
elements-14909	71	2	commercial	commercial	ADJ
elements-14909	71	3	implementation	implementation	NOUN
elements-14909	71	4	,	,	PUNCT
elements-14909	71	5	however	however	ADV
elements-14909	71	6	,	,	PUNCT
elements-14909	71	7	is	be	AUX
elements-14909	71	8	highly	highly	ADV
elements-14909	71	9	dependent	dependent	ADJ
elements-14909	71	10	on	on	ADP
elements-14909	71	11	the	the	DET
elements-14909	71	12	economic	economic	ADJ
elements-14909	71	13	feasibility	feasibility	NOUN
elements-14909	71	14	of	of	ADP
elements-14909	71	15	widespread	widespread	ADJ
elements-14909	71	16	production	production	NOUN
elements-14909	71	17	,	,	PUNCT
elements-14909	71	18	an	an	DET
elements-14909	71	19	aspect	aspect	NOUN
elements-14909	71	20	of	of	ADP
elements-14909	71	21	neuromorphic	neuromorphic	ADJ
elements-14909	71	22	chip	chip	NOUN
elements-14909	71	23	development	development	NOUN
elements-14909	71	24	that	that	PRON
elements-14909	71	25	is	be	AUX
elements-14909	71	26	still	still	ADV
elements-14909	71	27	in	in	ADP
elements-14909	71	28	its	its	PRON
elements-14909	71	29	infancy	infancy	NOUN
elements-14909	71	30	.	.	PUNCT
elements-14909	72	1	long	long	ADJ
elements-14909	72	2	term	term	NOUN
elements-14909	72	3	(	(	PUNCT
elements-14909	72	4	10	10	NUM
elements-14909	72	5	+	+	NUM
elements-14909	72	6	years	year	NOUN
elements-14909	72	7	)	)	PUNCT
elements-14909	72	8	although	although	SCONJ
elements-14909	72	9	the	the	DET
elements-14909	72	10	future	future	NOUN
elements-14909	72	11	of	of	ADP
elements-14909	72	12	snn	snn	PROPN
elements-14909	72	13	training	training	NOUN
elements-14909	72	14	and	and	CCONJ
elements-14909	72	15	the	the	DET
elements-14909	72	16	economic	economic	ADJ
elements-14909	72	17	practicality	practicality	NOUN
elements-14909	72	18	of	of	ADP
elements-14909	72	19	neuromorphic	neuromorphic	ADJ
elements-14909	72	20	hardware	hardware	NOUN
elements-14909	72	21	is	be	AUX
elements-14909	72	22	uncertain	uncertain	ADJ
elements-14909	72	23	in	in	ADP
elements-14909	72	24	the	the	DET
elements-14909	72	25	near	near	ADJ
elements-14909	72	26	-	-	PUNCT
elements-14909	72	27	term	term	NOUN
elements-14909	72	28	,	,	PUNCT
elements-14909	72	29	it	it	PRON
elements-14909	72	30	is	be	AUX
elements-14909	72	31	possible	possible	ADJ
elements-14909	72	32	that	that	SCONJ
elements-14909	72	33	beyond	beyond	ADP
elements-14909	72	34	2030	2030	NUM
elements-14909	72	35	we	we	PRON
elements-14909	72	36	begin	begin	VERB
elements-14909	72	37	to	to	PART
elements-14909	72	38	witness	witness	VERB
elements-14909	72	39	a	a	DET
elements-14909	72	40	shift	shift	NOUN
elements-14909	72	41	in	in	ADP
elements-14909	72	42	the	the	DET
elements-14909	72	43	current	current	ADJ
elements-14909	72	44	computing	computing	NOUN
elements-14909	72	45	paradigm	paradigm	NOUN
elements-14909	72	46	.	.	PUNCT
elements-14909	73	1	such	such	DET
elements-14909	73	2	a	a	DET
elements-14909	73	3	shift	shift	NOUN
elements-14909	73	4	would	would	AUX
elements-14909	73	5	be	be	AUX
elements-14909	73	6	characterized	characterize	VERB
elements-14909	73	7	by	by	ADP
elements-14909	73	8	the	the	DET
elements-14909	73	9	wide	wide	ADV
elements-14909	73	10	-	-	PUNCT
elements-14909	73	11	spread	spread	ADJ
elements-14909	73	12	use	use	NOUN
elements-14909	73	13	of	of	ADP
elements-14909	73	14	neuromorphic	neuromorphic	ADJ
elements-14909	73	15	chips	chip	NOUN
elements-14909	73	16	in	in	ADP
elements-14909	73	17	energy	energy	NOUN
elements-14909	73	18	-	-	PUNCT
elements-14909	73	19	constrained	constrain	VERB
elements-14909	73	20	edge	edge	NOUN
elements-14909	73	21	devices	device	NOUN
elements-14909	73	22	(	(	PUNCT
elements-14909	73	23	e.g.	e.g.	ADV
elements-14909	73	24	,	,	PUNCT
elements-14909	73	25	mobile	mobile	ADJ
elements-14909	73	26	devices	device	NOUN
elements-14909	73	27	,	,	PUNCT
elements-14909	73	28	computers	computer	NOUN
elements-14909	73	29	,	,	PUNCT
elements-14909	73	30	robotics	robotic	NOUN
elements-14909	73	31	,	,	PUNCT
elements-14909	73	32	etc	etc	X
elements-14909	73	33	.	.	X
elements-14909	73	34	)	)	PUNCT
elements-14909	73	35	.	.	PUNCT
elements-14909	74	1	sejnowski	sejnowski	PROPN
elements-14909	74	2	predicts	predict	VERB
elements-14909	74	3	that	that	SCONJ
elements-14909	74	4	once	once	SCONJ
elements-14909	74	5	the	the	DET
elements-14909	74	6	software	software	NOUN
elements-14909	74	7	is	be	AUX
elements-14909	74	8	developed	develop	VERB
elements-14909	74	9	and	and	CCONJ
elements-14909	74	10	the	the	DET
elements-14909	74	11	hardware	hardware	NOUN
elements-14909	74	12	is	be	AUX
elements-14909	74	13	“	"	PUNCT
elements-14909	74	14	su3ciently	su3ciently	ADV
elements-14909	74	15	cheap	cheap	ADJ
elements-14909	74	16	,	,	PUNCT
elements-14909	74	17	”	"	PUNCT
elements-14909	74	18	the	the	DET
elements-14909	74	19	implementation	implementation	NOUN
elements-14909	74	20	of	of	ADP
elements-14909	74	21	such	such	ADJ
elements-14909	74	22	chips	chip	NOUN
elements-14909	74	23	will	will	AUX
elements-14909	74	24	be	be	AUX
elements-14909	74	25	“	"	PUNCT
elements-14909	74	26	ubiquitous	ubiquitous	ADJ
elements-14909	74	27	...	...	PUNCT
elements-14909	74	28	like	like	ADP
elements-14909	74	29	sensors	sensor	NOUN
elements-14909	74	30	in	in	ADP
elements-14909	74	31	phones	phone	NOUN
elements-14909	74	32	.	.	PUNCT
elements-14909	74	33	”	"	PUNCT
elements-14909	75	1	abu	abu	PROPN
elements-14909	75	2	sebastian	sebastian	PROPN
elements-14909	75	3	,	,	PUNCT
elements-14909	75	4	principal	principal	ADJ
elements-14909	75	5	research	research	NOUN
elements-14909	75	6	sta4	sta4	PROPN
elements-14909	75	7	member	member	NOUN
elements-14909	75	8	at	at	ADP
elements-14909	75	9	ibm	ibm	PROPN
elements-14909	75	10	zurich	zurich	PROPN
elements-14909	75	11	,	,	PUNCT
elements-14909	75	12	predicts	predict	VERB
elements-14909	75	13	that	that	SCONJ
elements-14909	75	14	neuromorphic	neuromorphic	ADJ
elements-14909	75	15	computing	computing	NOUN
elements-14909	75	16	will	will	AUX
elements-14909	75	17	play	play	VERB
elements-14909	75	18	a	a	DET
elements-14909	75	19	vital	vital	ADJ
elements-14909	75	20	role	role	NOUN
elements-14909	75	21	in	in	ADP
elements-14909	75	22	the	the	DET
elements-14909	75	23	future	future	ADJ
elements-14909	75	24	feasibility	feasibility	NOUN
elements-14909	75	25	of	of	ADP
elements-14909	75	26	autonomous	autonomous	ADJ
elements-14909	75	27	vehicles	vehicle	NOUN
elements-14909	75	28	,	,	PUNCT
elements-14909	75	29	making	make	VERB
elements-14909	75	30	the	the	DET
elements-14909	75	31	point	point	NOUN
elements-14909	75	32	that	that	PRON
elements-14909	75	33	you	you	PRON
elements-14909	75	34	can	can	AUX
elements-14909	75	35	not	not	PART
elements-14909	75	36	“	"	PUNCT
elements-14909	75	37	collect	collect	VERB
elements-14909	75	38	a	a	DET
elements-14909	75	39	frame	frame	NOUN
elements-14909	75	40	,	,	PUNCT
elements-14909	75	41	pass	pass	VERB
elements-14909	75	42	it	it	PRON
elements-14909	75	43	)	)	PUNCT
elements-14909	75	44	'	'	PUNCT
elements-14909	75	45	!	!	PUNCT
elements-14909	76	1	1/1	1/1	NUM
elements-14909	77	1	+	+	NOUN
elements-14909	77	2	1	1	NUM
elements-14909	77	3	)	)	PUNCT
elements-14909	77	4	.	.	PUNCT
elements-14909	78	1	*	*	PUNCT
elements-14909	78	2	2%)3	2%)3	NUM
elements-14909	78	3	*	*	SYM
elements-14909	78	4	#	#	SYM
elements-14909	78	5	*	*	NOUN
elements-14909	78	6	0	0	NUM
elements-14909	78	7	)	)	PUNCT
elements-14909	78	8	*	*	PUNCT
elements-14909	78	9	#	#	PROPN
elements-14909	78	10	&	&	CCONJ
elements-14909	78	11	-%	-%	PROPN
elements-14909	78	12	/#''--#.#+!'1	/#''--#.#+!'1	PROPN
elements-14909	79	1	+	+	CCONJ
elements-14909	79	2	!	!	PUNCT
elements-14909	79	3	$	$	SYM
elements-14909	79	4	%	%	NOUN
elements-14909	79	5	%	%	NOUN
elements-14909	79	6	#	#	NOUN
elements-14909	79	7	.	.	PUNCT
elements-14909	79	8	,	,	PUNCT
elements-14909	79	9	$	$	SYM
elements-14909	79	10	%	%	NOUN
elements-14909	80	1	+	+	NOUN
elements-14909	80	2	!	!	PUNCT
elements-14909	80	3	1-%	1-%	NUM
elements-14909	80	4	*	*	PUNCT
elements-14909	80	5	(	(	PUNCT
elements-14909	80	6	!	!	PUNCT
elements-14909	80	7	"	"	PUNCT
elements-14909	80	8	#	#	SYM
elements-14909	80	9	$	$	SYM
elements-14909	80	10	%	%	NOUN
elements-14909	80	11	&	&	CCONJ
elements-14909	80	12	'	'	PROPN
elements-14909	80	13	(	(	PUNCT
elements-14909	80	14	"	"	PUNCT
elements-14909	80	15	)	)	PUNCT
elements-14909	81	1	*	*	PUNCT
elements-14909	81	2	+	+	ADJ
elements-14909	81	3	,	,	PUNCT
elements-14909	81	4	+	+	NOUN
elements-14909	81	5	-&.+/	-&.+/	PUNCT
elements-14909	81	6	!	!	PUNCT
elements-14909	81	7	"	"	PUNCT
elements-14909	81	8	--"0	--"0	NOUN
elements-14909	81	9	'	'	PUNCT
elements-14909	81	10	)	)	PUNCT
elements-14909	81	11	35	35	NUM
elements-14909	81	12	!	!	PUNCT
elements-14909	82	1	"	"	PUNCT
elements-14909	82	2	#	#	SYM
elements-14909	82	3	$	$	SYM
elements-14909	82	4	%	%	NOUN
elements-14909	82	5	&	&	CCONJ
elements-14909	82	6	%	%	NOUN
elements-14909	82	7	$	$	SYM
elements-14909	82	8	'	'	PUNCT
elements-14909	82	9	(	(	PUNCT
elements-14909	82	10	)	)	PUNCT
elements-14909	82	11	*	*	PUNCT
elements-14909	83	1	*	*	PUNCT
elements-14909	83	2	%	%	NOUN
elements-14909	83	3	&	&	CCONJ
elements-14909	83	4	'	'	PUNCT
elements-14909	83	5	#	#	SYM
elements-14909	83	6	+	+	NOUN
elements-14909	83	7	)	)	PUNCT
elements-14909	83	8	!	!	PUNCT
elements-14909	83	9	,	,	PUNCT
elements-14909	83	10	through	through	ADP
elements-14909	83	11	to	to	ADP
elements-14909	83	12	a	a	DET
elements-14909	83	13	deep	deep	ADJ
elements-14909	83	14	neural	neural	ADJ
elements-14909	83	15	net	net	NOUN
elements-14909	83	16	,	,	PUNCT
elements-14909	83	17	and	and	CCONJ
elements-14909	83	18	wait	wait	VERB
elements-14909	83	19	for	for	ADP
elements-14909	83	20	the	the	DET
elements-14909	83	21	response	response	NOUN
elements-14909	83	22	when	when	SCONJ
elements-14909	83	23	you	you	PRON
elements-14909	83	24	’re	’re	AUX
elements-14909	83	25	traveling	travel	VERB
elements-14909	83	26	down	down	ADP
elements-14909	83	27	a	a	DET
elements-14909	83	28	freeway	freeway	NOUN
elements-14909	83	29	at	at	ADP
elements-14909	83	30	70	70	NUM
elements-14909	83	31	miles	mile	NOUN
elements-14909	83	32	an	an	DET
elements-14909	83	33	hour	hour	NOUN
elements-14909	83	34	”	"	PUNCT
elements-14909	83	35	(	(	PUNCT
elements-14909	83	36	greengard	greengard	NOUN
elements-14909	83	37	)	)	PUNCT
elements-14909	83	38	.	.	PUNCT
elements-14909	84	1	the	the	DET
elements-14909	84	2	long	long	ADJ
elements-14909	84	3	-	-	PUNCT
elements-14909	84	4	term	term	NOUN
elements-14909	84	5	draw	draw	NOUN
elements-14909	84	6	of	of	ADP
elements-14909	84	7	neuromorphic	neuromorphic	ADJ
elements-14909	84	8	computing	computing	NOUN
elements-14909	84	9	,	,	PUNCT
elements-14909	84	10	is	be	AUX
elements-14909	84	11	energy	energy	NOUN
elements-14909	84	12	-	-	PUNCT
elements-14909	84	13	e3cient	e3cient	NOUN
elements-14909	84	14	,	,	PUNCT
elements-14909	84	15	on	on	ADP
elements-14909	84	16	-	-	PUNCT
elements-14909	84	17	board	board	NOUN
elements-14909	84	18	processing	processing	NOUN
elements-14909	84	19	that	that	PRON
elements-14909	84	20	is	be	AUX
elements-14909	84	21	applicable	applicable	ADJ
elements-14909	84	22	to	to	ADP
elements-14909	84	23	a	a	DET
elements-14909	84	24	wide	wide	ADJ
elements-14909	84	25	range	range	NOUN
elements-14909	84	26	of	of	ADP
elements-14909	84	27	technologies	technology	NOUN
elements-14909	84	28	,	,	PUNCT
elements-14909	84	29	from	from	ADP
elements-14909	84	30	autonomous	autonomous	ADJ
elements-14909	84	31	vehicles	vehicle	NOUN
elements-14909	84	32	to	to	PART
elements-14909	84	33	independently	independently	ADV
elements-14909	84	34	operating	operate	VERB
elements-14909	84	35	interstellar	interstellar	ADJ
elements-14909	84	36	spacecraft	spacecraft	NOUN
elements-14909	84	37	.	.	PUNCT
elements-14909	85	1	neuromorphic	neuromorphic	ADJ
elements-14909	85	2	chips	chip	NOUN
elements-14909	85	3	are	be	AUX
elements-14909	85	4	also	also	ADV
elements-14909	85	5	poised	poise	VERB
elements-14909	85	6	to	to	PART
elements-14909	85	7	play	play	VERB
elements-14909	85	8	a	a	DET
elements-14909	85	9	large	large	ADJ
elements-14909	85	10	role	role	NOUN
elements-14909	85	11	in	in	ADP
elements-14909	85	12	future	future	ADJ
elements-14909	85	13	medical	medical	ADJ
elements-14909	85	14	devices	device	NOUN
elements-14909	85	15	and	and	CCONJ
elements-14909	85	16	artificial	artificial	ADJ
elements-14909	85	17	body	body	NOUN
elements-14909	85	18	parts	part	NOUN
elements-14909	85	19	that	that	PRON
elements-14909	85	20	can	can	AUX
elements-14909	85	21	benefit	benefit	VERB
elements-14909	85	22	from	from	ADP
elements-14909	85	23	increasingly	increasingly	ADV
elements-14909	85	24	fast	fast	ADJ
elements-14909	85	25	,	,	PUNCT
elements-14909	85	26	on	on	ADP
elements-14909	85	27	-	-	PUNCT
elements-14909	85	28	site	site	NOUN
elements-14909	85	29	processing	processing	NOUN
elements-14909	85	30	.	.	PUNCT
elements-14909	86	1	while	while	SCONJ
elements-14909	86	2	neuromorphic	neuromorphic	ADJ
elements-14909	86	3	architecture	architecture	NOUN
elements-14909	86	4	could	could	AUX
elements-14909	86	5	become	become	VERB
elements-14909	86	6	ubiquitous	ubiquitous	ADJ
elements-14909	86	7	beyond	beyond	ADP
elements-14909	86	8	2030	2030	NUM
elements-14909	86	9	,	,	PUNCT
elements-14909	86	10	it	it	PRON
elements-14909	86	11	is	be	AUX
elements-14909	86	12	important	important	ADJ
elements-14909	86	13	to	to	PART
elements-14909	86	14	note	note	VERB
elements-14909	86	15	the	the	DET
elements-14909	86	16	false	false	ADJ
elements-14909	86	17	dichotomy	dichotomy	NOUN
elements-14909	86	18	between	between	ADP
elements-14909	86	19	standard	standard	ADJ
elements-14909	86	20	computer	computer	NOUN
elements-14909	86	21	architecture	architecture	NOUN
elements-14909	86	22	and	and	CCONJ
elements-14909	86	23	neuromorphic	neuromorphic	ADJ
elements-14909	86	24	hardware.15	hardware.15	NOUN
elements-14909	86	25	the	the	DET
elements-14909	86	26	promise	promise	NOUN
elements-14909	86	27	of	of	ADP
elements-14909	86	28	neuromorphic	neuromorphic	ADJ
elements-14909	86	29	chips	chip	NOUN
elements-14909	86	30	lies	lie	VERB
elements-14909	86	31	in	in	ADP
elements-14909	86	32	the	the	DET
elements-14909	86	33	creation	creation	NOUN
elements-14909	86	34	of	of	ADP
elements-14909	86	35	an	an	DET
elements-14909	86	36	adaptive	adaptive	ADJ
elements-14909	86	37	system	system	NOUN
elements-14909	86	38	capable	capable	ADJ
elements-14909	86	39	of	of	ADP
elements-14909	86	40	the	the	DET
elements-14909	86	41	e3cient	e3cient	NOUN
elements-14909	86	42	processing	processing	NOUN
elements-14909	86	43	of	of	ADP
elements-14909	86	44	highly	highly	ADV
elements-14909	86	45	noisy	noisy	ADJ
elements-14909	86	46	,	,	PUNCT
elements-14909	86	47	increasingly	increasingly	ADV
elements-14909	86	48	complex	complex	ADJ
elements-14909	86	49	,	,	PUNCT
elements-14909	86	50	spatio	spatio	ADJ
elements-14909	86	51	-	-	PUNCT
elements-14909	86	52	temporal	temporal	ADJ
elements-14909	86	53	data	datum	NOUN
elements-14909	86	54	,	,	PUNCT
elements-14909	86	55	not	not	PART
elements-14909	86	56	the	the	DET
elements-14909	86	57	high	high	ADJ
elements-14909	86	58	-	-	PUNCT
elements-14909	86	59	speed	speed	NOUN
elements-14909	86	60	processing	processing	NOUN
elements-14909	86	61	of	of	ADP
elements-14909	86	62	predictable	predictable	ADJ
elements-14909	86	63	,	,	PUNCT
elements-14909	86	64	deterministic	deterministic	ADJ
elements-14909	86	65	processes	process	NOUN
elements-14909	86	66	(	(	PUNCT
elements-14909	86	67	greengard	greengard	NOUN
elements-14909	86	68	)	)	PUNCT
elements-14909	86	69	.	.	PUNCT
elements-14909	87	1	it	it	PRON
elements-14909	87	2	is	be	AUX
elements-14909	87	3	shortsighted	shortsighted	ADJ
elements-14909	87	4	,	,	PUNCT
elements-14909	87	5	therefore	therefore	ADV
elements-14909	87	6	,	,	PUNCT
elements-14909	87	7	to	to	PART
elements-14909	87	8	view	view	VERB
elements-14909	87	9	neuromorphic	neuromorphic	ADJ
elements-14909	87	10	computing	computing	NOUN
elements-14909	87	11	as	as	ADP
elements-14909	87	12	a	a	DET
elements-14909	87	13	fundamental	fundamental	ADJ
elements-14909	87	14	alternative	alternative	NOUN
elements-14909	87	15	to	to	ADP
elements-14909	87	16	traditional	traditional	ADJ
elements-14909	87	17	computing	computing	NOUN
elements-14909	87	18	:	:	PUNCT
elements-14909	87	19	the	the	DET
elements-14909	87	20	two	two	NUM
elements-14909	87	21	technologies	technology	NOUN
elements-14909	87	22	are	be	AUX
elements-14909	87	23	complementary	complementary	ADJ
elements-14909	87	24	to	to	ADP
elements-14909	87	25	each	each	DET
elements-14909	87	26	other	other	ADJ
elements-14909	87	27	,	,	PUNCT
elements-14909	87	28	excelling	excel	VERB
elements-14909	87	29	in	in	ADP
elements-14909	87	30	tasks	task	NOUN
elements-14909	87	31	suited	suit	VERB
elements-14909	87	32	to	to	ADP
elements-14909	87	33	their	their	PRON
elements-14909	87	34	specific	specific	ADJ
elements-14909	87	35	design	design	NOUN
elements-14909	87	36	.	.	PUNCT
elements-14909	88	1	it	it	PRON
elements-14909	88	2	is	be	AUX
elements-14909	88	3	also	also	ADV
elements-14909	88	4	important	important	ADJ
elements-14909	88	5	to	to	PART
elements-14909	88	6	note	note	VERB
elements-14909	88	7	the	the	DET
elements-14909	88	8	uncertainty	uncertainty	NOUN
elements-14909	88	9	surrounding	surround	VERB
elements-14909	88	10	the	the	DET
elements-14909	88	11	long	long	ADJ
elements-14909	88	12	-	-	PUNCT
elements-14909	88	13	term	term	NOUN
elements-14909	88	14	ubiquity	ubiquity	NOUN
elements-14909	88	15	of	of	ADP
elements-14909	88	16	neuromorphic	neuromorphic	ADJ
elements-14909	88	17	computing	computing	NOUN
elements-14909	88	18	,	,	PUNCT
elements-14909	88	19	namely	namely	ADV
elements-14909	88	20	,	,	PUNCT
elements-14909	88	21	that	that	SCONJ
elements-14909	88	22	there	there	PRON
elements-14909	88	23	is	be	VERB
elements-14909	88	24	a	a	DET
elements-14909	88	25	threeway	threeway	NOUN
elements-14909	88	26	race	race	NOUN
elements-14909	88	27	between	between	ADP
elements-14909	88	28	neuromorphic	neuromorphic	ADJ
elements-14909	88	29	computing	computing	NOUN
elements-14909	88	30	,	,	PUNCT
elements-14909	88	31	high	high	ADJ
elements-14909	88	32	performance	performance	NOUN
elements-14909	88	33	computing	computing	NOUN
elements-14909	88	34	,	,	PUNCT
elements-14909	88	35	and	and	CCONJ
elements-14909	88	36	quantum	quantum	NOUN
elements-14909	88	37	computing	computing	NOUN
elements-14909	88	38	(	(	PUNCT
elements-14909	88	39	vorhies).16	vorhies).16	PROPN
elements-14909	88	40	given	give	VERB
elements-14909	88	41	the	the	DET
elements-14909	88	42	advancements	advancement	NOUN
elements-14909	88	43	of	of	ADP
elements-14909	88	44	competing	compete	VERB
elements-14909	88	45	fields	field	NOUN
elements-14909	88	46	,	,	PUNCT
elements-14909	88	47	it	it	PRON
elements-14909	88	48	is	be	AUX
elements-14909	88	49	possible	possible	ADJ
elements-14909	88	50	the	the	DET
elements-14909	88	51	technology	technology	NOUN
elements-14909	88	52	is	be	AUX
elements-14909	88	53	outperformed	outperform	VERB
elements-14909	88	54	before	before	SCONJ
elements-14909	88	55	it	it	PRON
elements-14909	88	56	is	be	AUX
elements-14909	88	57	commercially	commercially	ADV
elements-14909	88	58	viable	viable	ADJ
elements-14909	88	59	(	(	PUNCT
elements-14909	88	60	either	either	CCONJ
elements-14909	88	61	by	by	ADP
elements-14909	88	62	existing	exist	VERB
elements-14909	88	63	competitors	competitor	NOUN
elements-14909	88	64	or	or	CCONJ
elements-14909	88	65	a	a	DET
elements-14909	88	66	novel	novel	ADJ
elements-14909	88	67	approach	approach	NOUN
elements-14909	88	68	yet	yet	ADV
elements-14909	88	69	to	to	PART
elements-14909	88	70	be	be	AUX
elements-14909	88	71	developed	develop	VERB
elements-14909	88	72	)	)	PUNCT
elements-14909	88	73	.	.	PUNCT
elements-14909	89	1	the	the	DET
elements-14909	89	2	future	future	NOUN
elements-14909	89	3	of	of	ADP
elements-14909	89	4	computing	computing	NOUN
elements-14909	89	5	,	,	PUNCT
elements-14909	89	6	then	then	ADV
elements-14909	89	7	,	,	PUNCT
elements-14909	89	8	is	be	AUX
elements-14909	89	9	largely	largely	ADV
elements-14909	89	10	undecided	undecided	ADJ
elements-14909	89	11	,	,	PUNCT
elements-14909	89	12	with	with	ADP
elements-14909	89	13	the	the	DET
elements-14909	89	14	only	only	ADJ
elements-14909	89	15	certainty	certainty	NOUN
elements-14909	89	16	being	be	AUX
elements-14909	89	17	that	that	SCONJ
elements-14909	89	18	our	our	PRON
elements-14909	89	19	current	current	ADJ
elements-14909	89	20	computing	computing	NOUN
elements-14909	89	21	paradigm	paradigm	NOUN
elements-14909	89	22	will	will	AUX
elements-14909	89	23	shift	shift	VERB
elements-14909	89	24	in	in	ADP
elements-14909	89	25	response	response	NOUN
elements-14909	89	26	to	to	ADP
elements-14909	89	27	the	the	DET
elements-14909	89	28	impending	impending	ADJ
elements-14909	89	29	halt	halt	NOUN
elements-14909	89	30	to	to	ADP
elements-14909	89	31	gordon	gordon	PROPN
elements-14909	89	32	moore	moore	PROPN
elements-14909	89	33	’s	’s	PART
elements-14909	89	34	1965	1965	NUM
elements-14909	89	35	prediction	prediction	NOUN
elements-14909	89	36	.	.	PUNCT
elements-14909	90	1	implications	implication	NOUN
elements-14909	90	2	consumers	consumer	NOUN
elements-14909	90	3	and	and	CCONJ
elements-14909	90	4	ai	ai	VERB
elements-14909	90	5	integration	integration	NOUN
elements-14909	90	6	despite	despite	SCONJ
elements-14909	90	7	uncertainties	uncertainty	NOUN
elements-14909	90	8	regarding	regard	VERB
elements-14909	90	9	the	the	DET
elements-14909	90	10	path	path	NOUN
elements-14909	90	11	of	of	ADP
elements-14909	90	12	computing	computing	NOUN
elements-14909	90	13	,	,	PUNCT
elements-14909	90	14	a	a	DET
elements-14909	90	15	future	future	NOUN
elements-14909	90	16	characterized	characterize	VERB
elements-14909	90	17	by	by	ADP
elements-14909	90	18	the	the	DET
elements-14909	90	19	widespread	widespread	ADJ
elements-14909	90	20	adoption	adoption	NOUN
elements-14909	90	21	of	of	ADP
elements-14909	90	22	neuromorphic	neuromorphic	ADJ
elements-14909	90	23	technology	technology	NOUN
elements-14909	90	24	would	would	AUX
elements-14909	90	25	have	have	VERB
elements-14909	90	26	significant	significant	ADJ
elements-14909	90	27	implications	implication	NOUN
elements-14909	90	28	on	on	ADP
elements-14909	90	29	the	the	DET
elements-14909	90	30	way	way	NOUN
elements-14909	90	31	consumers	consumer	NOUN
elements-14909	90	32	interact	interact	VERB
elements-14909	90	33	with	with	ADP
elements-14909	90	34	digital	digital	ADJ
elements-14909	90	35	devices	device	NOUN
elements-14909	90	36	.	.	PUNCT
elements-14909	91	1	peter	peter	PROPN
elements-14909	91	2	suma	suma	PROPN
elements-14909	91	3	,	,	PUNCT
elements-14909	91	4	co	co	NOUN
elements-14909	91	5	-	-	NOUN
elements-14909	91	6	ceo	ceo	NOUN
elements-14909	91	7	of	of	ADP
elements-14909	91	8	applied	apply	VERB
elements-14909	91	9	brain	brain	NOUN
elements-14909	91	10	research	research	NOUN
elements-14909	91	11	,	,	PUNCT
elements-14909	91	12	imagines	imagine	VERB
elements-14909	91	13	a	a	DET
elements-14909	91	14	world	world	NOUN
elements-14909	91	15	in	in	ADP
elements-14909	91	16	which	which	PRON
elements-14909	91	17	neuromorphic	neuromorphic	ADJ
elements-14909	91	18	technology	technology	NOUN
elements-14909	91	19	enables	enable	VERB
elements-14909	91	20	an	an	DET
elements-14909	91	21	extreme	extreme	ADJ
elements-14909	91	22	integration	integration	NOUN
elements-14909	91	23	of	of	ADP
elements-14909	91	24	artificial	artificial	ADJ
elements-14909	91	25	intelligence	intelligence	NOUN
elements-14909	91	26	into	into	ADP
elements-14909	91	27	our	our	PRON
elements-14909	91	28	daily	daily	ADJ
elements-14909	91	29	lives	life	NOUN
elements-14909	91	30	(	(	PUNCT
elements-14909	91	31	ferry	ferry	NOUN
elements-14909	91	32	)	)	PUNCT
elements-14909	91	33	.	.	PUNCT
elements-14909	92	1	suma	suma	PROPN
elements-14909	92	2	describes	describe	VERB
elements-14909	92	3	a	a	DET
elements-14909	92	4	future	future	NOUN
elements-14909	92	5	in	in	ADP
elements-14909	92	6	which	which	PRON
elements-14909	92	7	a	a	DET
elements-14909	92	8	technology	technology	NOUN
elements-14909	92	9	like	like	ADP
elements-14909	92	10	siri	siri	NOUN
elements-14909	92	11	transcends	transcend	VERB
elements-14909	92	12	basic	basic	ADJ
elements-14909	92	13	voice	voice	NOUN
elements-14909	92	14	commands	command	NOUN
elements-14909	92	15	(	(	PUNCT
elements-14909	92	16	i.e.	i.e.	X
elements-14909	92	17	,	,	PUNCT
elements-14909	92	18	a	a	DET
elements-14909	92	19	siri	siri	NOUN
elements-14909	92	20	that	that	PRON
elements-14909	92	21	listens	listen	VERB
elements-14909	92	22	and	and	CCONJ
elements-14909	92	23	sees	see	VERB
elements-14909	92	24	all	all	PRON
elements-14909	92	25	of	of	ADP
elements-14909	92	26	your	your	PRON
elements-14909	92	27	conversations	conversation	NOUN
elements-14909	92	28	and	and	CCONJ
elements-14909	92	29	interactions	interaction	NOUN
elements-14909	92	30	)	)	PUNCT
elements-14909	92	31	.	.	PUNCT
elements-14909	93	1	if	if	SCONJ
elements-14909	93	2	you	you	PRON
elements-14909	93	3	were	be	AUX
elements-14909	93	4	to	to	PART
elements-14909	93	5	ask	ask	VERB
elements-14909	93	6	siri	siri	NOUN
elements-14909	93	7	what	what	DET
elements-14909	93	8	idea	idea	NOUN
elements-14909	93	9	your	your	PRON
elements-14909	93	10	friend	friend	NOUN
elements-14909	93	11	melissa	melissa	NOUN
elements-14909	93	12	came	come	VERB
elements-14909	93	13	up	up	ADP
elements-14909	93	14	with	with	ADP
elements-14909	93	15	regarding	regard	VERB
elements-14909	93	16	your	your	PRON
elements-14909	93	17	wife	wife	NOUN
elements-14909	93	18	’s	’s	PART
elements-14909	93	19	birthday	birthday	NOUN
elements-14909	93	20	gift	gift	NOUN
elements-14909	93	21	,	,	PUNCT
elements-14909	93	22	the	the	DET
elements-14909	93	23	e3cient	e3cient	ADJ
elements-14909	93	24	,	,	PUNCT
elements-14909	93	25	continuous	continuous	ADJ
elements-14909	93	26	,	,	PUNCT
elements-14909	93	27	on	on	ADP
elements-14909	93	28	-	-	PUNCT
elements-14909	93	29	board	board	NOUN
elements-14909	93	30	processing	processing	NOUN
elements-14909	93	31	of	of	ADP
elements-14909	93	32	data	datum	NOUN
elements-14909	93	33	made	make	VERB
elements-14909	93	34	possible	possible	ADJ
elements-14909	93	35	by	by	ADP
elements-14909	93	36	neuromorphic	neuromorphic	ADJ
elements-14909	93	37	computing	computing	NOUN
elements-14909	93	38	would	would	AUX
elements-14909	93	39	enable	enable	VERB
elements-14909	93	40	siri	siri	NOUN
elements-14909	93	41	to	to	PART
elements-14909	93	42	recall	recall	VERB
elements-14909	93	43	the	the	DET
elements-14909	93	44	conversation	conversation	NOUN
elements-14909	93	45	with	with	ADP
elements-14909	93	46	your	your	PRON
elements-14909	93	47	friend	friend	NOUN
elements-14909	93	48	the	the	DET
elements-14909	93	49	week	week	NOUN
elements-14909	93	50	prior	prior	ADV
elements-14909	93	51	,	,	PUNCT
elements-14909	93	52	bringing	bring	VERB
elements-14909	93	53	up	up	ADP
elements-14909	93	54	both	both	CCONJ
elements-14909	93	55	the	the	DET
elements-14909	93	56	idea	idea	NOUN
elements-14909	93	57	and	and	CCONJ
elements-14909	93	58	a	a	DET
elements-14909	93	59	variety	variety	NOUN
elements-14909	93	60	of	of	ADP
elements-14909	93	61	similar	similar	ADJ
elements-14909	93	62	,	,	PUNCT
elements-14909	93	63	personalized	personalized	ADJ
elements-14909	93	64	ideas	idea	NOUN
elements-14909	93	65	.	.	PUNCT
elements-14909	94	1	the	the	DET
elements-14909	94	2	salient	salient	ADJ
elements-14909	94	3	point	point	NOUN
elements-14909	94	4	in	in	ADP
elements-14909	94	5	suma	suma	PROPN
elements-14909	94	6	’s	’s	PART
elements-14909	94	7	eyes	eye	NOUN
elements-14909	94	8	is	be	AUX
elements-14909	94	9	that	that	SCONJ
elements-14909	94	10	the	the	DET
elements-14909	94	11	e3ciency	e3ciency	NOUN
elements-14909	94	12	of	of	ADP
elements-14909	94	13	neuromorphic	neuromorphic	ADJ
elements-14909	94	14	chips	chip	NOUN
elements-14909	94	15	would	would	AUX
elements-14909	94	16	enable	enable	VERB
elements-14909	94	17	the	the	DET
elements-14909	94	18	local	local	ADJ
elements-14909	94	19	storage	storage	NOUN
elements-14909	94	20	of	of	ADP
elements-14909	94	21	information	information	NOUN
elements-14909	94	22	,	,	PUNCT
elements-14909	94	23	resolving	resolve	VERB
elements-14909	94	24	widespread	widespread	ADJ
elements-14909	94	25	privacy	privacy	NOUN
elements-14909	94	26	concerns	concern	NOUN
elements-14909	94	27	regarding	regard	VERB
elements-14909	94	28	consumer	consumer	NOUN
elements-14909	94	29	data	datum	NOUN
elements-14909	94	30	.	.	PUNCT
elements-14909	95	1	from	from	ADP
elements-14909	95	2	autonomous	autonomous	ADJ
elements-14909	95	3	vehicles	vehicle	NOUN
elements-14909	95	4	to	to	ADP
elements-14909	95	5	smart	smart	ADJ
elements-14909	95	6	homes	home	NOUN
elements-14909	95	7	and	and	CCONJ
elements-14909	95	8	edge	edge	NOUN
elements-14909	95	9	devices	device	NOUN
elements-14909	95	10	,	,	PUNCT
elements-14909	95	11	suma	suma	PROPN
elements-14909	95	12	’s	’s	PART
elements-14909	95	13	point	point	NOUN
elements-14909	95	14	is	be	AUX
elements-14909	95	15	clear	clear	ADJ
elements-14909	95	16	:	:	PUNCT
elements-14909	95	17	the	the	DET
elements-14909	95	18	promise	promise	NOUN
elements-14909	95	19	of	of	ADP
elements-14909	95	20	neuromorphic	neuromorphic	ADJ
elements-14909	95	21	technology	technology	NOUN
elements-14909	95	22	is	be	AUX
elements-14909	95	23	a	a	DET
elements-14909	95	24	future	future	NOUN
elements-14909	95	25	characterized	characterize	VERB
elements-14909	95	26	by	by	ADP
elements-14909	95	27	the	the	DET
elements-14909	95	28	extreme	extreme	ADJ
elements-14909	95	29	integration	integration	NOUN
elements-14909	95	30	of	of	ADP
elements-14909	95	31	artificial	artificial	ADJ
elements-14909	95	32	intelligence	intelligence	NOUN
elements-14909	95	33	into	into	ADP
elements-14909	95	34	our	our	PRON
elements-14909	95	35	daily	daily	ADJ
elements-14909	95	36	lives	life	NOUN
elements-14909	95	37	.	.	PUNCT
elements-14909	96	1	semiconductor	semiconductor	NOUN
elements-14909	96	2	industry	industry	NOUN
elements-14909	96	3	research	research	NOUN
elements-14909	96	4	scientist	scientist	NOUN
elements-14909	96	5	at	at	ADP
elements-14909	96	6	hewlett	hewlett	PROPN
elements-14909	96	7	packard	packard	PROPN
elements-14909	96	8	enterprise	enterprise	NOUN
elements-14909	96	9	,	,	PUNCT
elements-14909	96	10	suhas	suhas	PROPN
elements-14909	96	11	kumar	kumar	PROPN
elements-14909	96	12	,	,	PUNCT
elements-14909	96	13	summarizes	summarize	VERB
elements-14909	96	14	the	the	DET
elements-14909	96	15	state	state	NOUN
elements-14909	96	16	of	of	ADP
elements-14909	96	17	computing	computing	NOUN
elements-14909	96	18	as	as	ADP
elements-14909	96	19	a	a	DET
elements-14909	96	20	“	"	PUNCT
elements-14909	96	21	huge	huge	ADJ
elements-14909	96	22	rush	rush	NOUN
elements-14909	96	23	to	to	PART
elements-14909	96	24	find	find	VERB
elements-14909	96	25	something	something	PRON
elements-14909	96	26	”	"	PUNCT
elements-14909	96	27	that	that	PRON
elements-14909	96	28	can	can	AUX
elements-14909	96	29	continue	continue	VERB
elements-14909	96	30	the	the	DET
elements-14909	96	31	improvement	improvement	NOUN
elements-14909	96	32	in	in	ADP
elements-14909	96	33	computer	computer	NOUN
elements-14909	96	34	science	science	NOUN
elements-14909	96	35	that	that	PRON
elements-14909	96	36	we	we	PRON
elements-14909	96	37	have	have	AUX
elements-14909	96	38	witnessed	witness	VERB
elements-14909	96	39	the	the	DET
elements-14909	96	40	past	past	ADJ
elements-14909	96	41	half	half	ADJ
elements-14909	96	42	century	century	NOUN
elements-14909	96	43	.	.	PUNCT
elements-14909	97	1	semiconductor	semiconductor	NOUN
elements-14909	97	2	manufacturers	manufacturer	NOUN
elements-14909	97	3	,	,	PUNCT
elements-14909	97	4	therefore	therefore	ADV
elements-14909	97	5	,	,	PUNCT
elements-14909	97	6	are	be	AUX
elements-14909	97	7	faced	face	VERB
elements-14909	97	8	with	with	ADP
elements-14909	97	9	a	a	DET
elements-14909	97	10	critical	critical	ADJ
elements-14909	97	11	choice	choice	NOUN
elements-14909	97	12	of	of	ADP
elements-14909	97	13	whether	whether	SCONJ
elements-14909	97	14	to	to	PART
elements-14909	97	15	invest	invest	VERB
elements-14909	97	16	in	in	ADP
elements-14909	97	17	risky	risky	ADJ
elements-14909	97	18	chip	chip	NOUN
elements-14909	97	19	research	research	NOUN
elements-14909	97	20	to	to	PART
elements-14909	97	21	compete	compete	VERB
elements-14909	97	22	in	in	ADP
elements-14909	97	23	a	a	DET
elements-14909	97	24	future	future	NOUN
elements-14909	97	25	characterized	characterize	VERB
elements-14909	97	26	by	by	ADP
elements-14909	97	27	advanced	advanced	ADJ
elements-14909	97	28	computing	computing	NOUN
elements-14909	97	29	technologies	technology	NOUN
elements-14909	97	30	.	.	PUNCT
elements-14909	98	1	while	while	SCONJ
elements-14909	98	2	ibm	ibm	PROPN
elements-14909	98	3	has	have	AUX
elements-14909	98	4	seen	see	VERB
elements-14909	98	5	success	success	NOUN
elements-14909	98	6	with	with	ADP
elements-14909	98	7	its	its	PRON
elements-14909	98	8	truenorth	truenorth	NOUN
elements-14909	98	9	system	system	NOUN
elements-14909	98	10	,	,	PUNCT
elements-14909	98	11	intel	intel	PROPN
elements-14909	98	12	has	have	AUX
elements-14909	98	13	exhibited	exhibit	VERB
elements-14909	98	14	the	the	DET
elements-14909	98	15	strongest	strong	ADJ
elements-14909	98	16	commitment	commitment	NOUN
elements-14909	98	17	to	to	ADP
elements-14909	98	18	neuromorphic	neuromorphic	ADJ
elements-14909	98	19	research	research	NOUN
elements-14909	98	20	,	,	PUNCT
elements-14909	98	21	evidenced	evidence	VERB
elements-14909	98	22	by	by	ADP
elements-14909	98	23	its	its	PRON
elements-14909	98	24	continued	continue	VERB
elements-14909	98	25	progress	progress	NOUN
elements-14909	98	26	in	in	ADP
elements-14909	98	27	creating	create	VERB
elements-14909	98	28	increasingly	increasingly	ADV
elements-14909	98	29	scalable	scalable	ADJ
elements-14909	98	30	neuromorphic	neuromorphic	ADJ
elements-14909	98	31	systems	system	NOUN
elements-14909	98	32	.	.	PUNCT
elements-14909	99	1	intel	intel	PROPN
elements-14909	99	2	’s	’s	PART
elements-14909	99	3	competitors	competitor	NOUN
elements-14909	99	4	are	be	AUX
elements-14909	99	5	also	also	ADV
elements-14909	99	6	faced	face	VERB
elements-14909	99	7	with	with	ADP
elements-14909	99	8	the	the	DET
elements-14909	99	9	challenge	challenge	NOUN
elements-14909	99	10	of	of	ADP
elements-14909	99	11	determining	determine	VERB
elements-14909	99	12	the	the	DET
elements-14909	99	13	type	type	NOUN
elements-14909	99	14	of	of	ADP
elements-14909	99	15	research	research	NOUN
elements-14909	99	16	they	they	PRON
elements-14909	99	17	wish	wish	VERB
elements-14909	99	18	to	to	PART
elements-14909	99	19	undertake	undertake	VERB
elements-14909	99	20	(	(	PUNCT
elements-14909	99	21	i.e.	i.e.	X
elements-14909	99	22	,	,	PUNCT
elements-14909	99	23	whether	whether	SCONJ
elements-14909	99	24	they	they	PRON
elements-14909	99	25	believe	believe	VERB
elements-14909	99	26	high	high	ADJ
elements-14909	99	27	performance	performance	NOUN
elements-14909	99	28	or	or	CCONJ
elements-14909	99	29	quantum	quantum	NOUN
elements-14909	99	30	computing	computing	NOUN
elements-14909	99	31	will	will	AUX
elements-14909	99	32	ultimately	ultimately	ADV
elements-14909	99	33	outperform	outperform	VERB
elements-14909	99	34	the	the	DET
elements-14909	99	35	neuromorphic	neuromorphic	ADJ
elements-14909	99	36	approach	approach	NOUN
elements-14909	99	37	)	)	PUNCT
elements-14909	99	38	.	.	PUNCT
elements-14909	100	1	regardless	regardless	ADV
elements-14909	100	2	,	,	PUNCT
elements-14909	100	3	the	the	DET
elements-14909	100	4	challenge	challenge	NOUN
elements-14909	100	5	is	be	AUX
elements-14909	100	6	clear	clear	ADJ
elements-14909	100	7	:	:	PUNCT
elements-14909	100	8	the	the	DET
elements-14909	100	9	computing	compute	VERB
elements-14909	100	10	industry	industry	NOUN
elements-14909	100	11	will	will	AUX
elements-14909	100	12	witness	witness	VERB
elements-14909	100	13	a	a	DET
elements-14909	100	14	shift	shift	NOUN
elements-14909	100	15	in	in	ADP
elements-14909	100	16	the	the	DET
elements-14909	100	17	coming	come	VERB
elements-14909	100	18	decades	decade	NOUN
elements-14909	100	19	,	,	PUNCT
elements-14909	100	20	and	and	CCONJ
elements-14909	100	21	the	the	DET
elements-14909	100	22	companies	company	NOUN
elements-14909	100	23	that	that	PRON
elements-14909	100	24	lead	lead	VERB
elements-14909	100	25	this	this	DET
elements-14909	100	26	shift	shift	NOUN
elements-14909	100	27	will	will	AUX
elements-14909	100	28	capitalize	capitalize	VERB
elements-14909	100	29	on	on	ADP
elements-14909	100	30	the	the	DET
elements-14909	100	31	widespread	widespread	ADJ
elements-14909	100	32	adoption	adoption	NOUN
elements-14909	100	33	of	of	ADP
elements-14909	100	34	their	their	PRON
elements-14909	100	35	novel	novel	ADJ
elements-14909	100	36	technology	technology	NOUN
elements-14909	100	37	.	.	PUNCT
elements-14909	101	1	“	"	PUNCT
elements-14909	101	2	the	the	DET
elements-14909	101	3	promise	promise	NOUN
elements-14909	101	4	of	of	ADP
elements-14909	101	5	neuromorphic	neuromorphic	ADJ
elements-14909	101	6	chips	chip	NOUN
elements-14909	101	7	lies	lie	VERB
elements-14909	101	8	in	in	ADP
elements-14909	101	9	the	the	DET
elements-14909	101	10	cration	cration	NOUN
elements-14909	101	11	of	of	ADP
elements-14909	101	12	an	an	DET
elements-14909	101	13	adaptive	adaptive	ADJ
elements-14909	101	14	system	system	NOUN
elements-14909	101	15	capable	capable	ADJ
elements-14909	101	16	of	of	ADP
elements-14909	101	17	the	the	DET
elements-14909	101	18	e4cient	e4cient	ADJ
elements-14909	101	19	processing	processing	NOUN
elements-14909	101	20	of	of	ADP
elements-14909	101	21	highly	highly	ADV
elements-14909	101	22	noisy	noisy	ADJ
elements-14909	101	23	,	,	PUNCT
elements-14909	101	24	increasingly	increasingly	ADV
elements-14909	101	25	complex	complex	ADJ
elements-14909	101	26	,	,	PUNCT
elements-14909	101	27	spatio	spatio	ADJ
elements-14909	101	28	-	-	PUNCT
elements-14909	101	29	temporal	temporal	ADJ
elements-14909	101	30	data	datum	NOUN
elements-14909	101	31	”	"	PUNCT
elements-14909	101	32	36	36	NUM
elements-14909	101	33	!	!	PUNCT
elements-14909	101	34	"	"	PUNCT
elements-14909	101	35	!	!	PUNCT
elements-14909	102	1	#	#	NOUN
elements-14909	102	2	!	!	PUNCT
elements-14909	102	3	$	$	SYM
elements-14909	102	4	%	%	NOUN
elements-14909	102	5	&	&	CCONJ
elements-14909	102	6	:	:	PUNCT
elements-14909	102	7	:	:	PUNCT
elements-14909	102	8	&	&	CCONJ
elements-14909	102	9	'	'	CCONJ
elements-14909	102	10	(	(	PUNCT
elements-14909	102	11	)	)	PUNCT
elements-14909	102	12	$	$	SYM
elements-14909	102	13	*	*	SYM
elements-14909	102	14	2021	2021	NUM
elements-14909	102	15	large	large	ADJ
elements-14909	102	16	technology	technology	NOUN
elements-14909	102	17	firms	firm	NOUN
elements-14909	102	18	beyond	beyond	ADP
elements-14909	102	19	the	the	DET
elements-14909	102	20	semiconductor	semiconductor	NOUN
elements-14909	102	21	industry	industry	NOUN
elements-14909	102	22	,	,	PUNCT
elements-14909	102	23	large	large	ADJ
elements-14909	102	24	technology	technology	NOUN
elements-14909	102	25	companies	company	NOUN
elements-14909	102	26	(	(	PUNCT
elements-14909	102	27	e.g.	e.g.	ADV
elements-14909	102	28	,	,	PUNCT
elements-14909	102	29	google	google	PROPN
elements-14909	102	30	,	,	PUNCT
elements-14909	102	31	facebook	facebook	NOUN
elements-14909	102	32	,	,	PUNCT
elements-14909	102	33	amazon	amazon	NOUN
elements-14909	102	34	,	,	PUNCT
elements-14909	102	35	etc	etc	X
elements-14909	102	36	.	.	X
elements-14909	102	37	)	)	PUNCT
elements-14909	102	38	are	be	AUX
elements-14909	102	39	faced	face	VERB
elements-14909	102	40	with	with	ADP
elements-14909	102	41	the	the	DET
elements-14909	102	42	decision	decision	NOUN
elements-14909	102	43	to	to	PART
elements-14909	102	44	embark	embark	VERB
elements-14909	102	45	upon	upon	SCONJ
elements-14909	102	46	internal	internal	ADJ
elements-14909	102	47	research	research	NOUN
elements-14909	102	48	regarding	regard	VERB
elements-14909	102	49	computing	compute	VERB
elements-14909	102	50	hardware	hardware	NOUN
elements-14909	102	51	.	.	PUNCT
elements-14909	103	1	as	as	SCONJ
elements-14909	103	2	deep	deep	ADJ
elements-14909	103	3	learning	learning	NOUN
elements-14909	103	4	processes	process	NOUN
elements-14909	103	5	continue	continue	VERB
elements-14909	103	6	to	to	PART
elements-14909	103	7	surpass	surpass	VERB
elements-14909	103	8	the	the	DET
elements-14909	103	9	capabilities	capability	NOUN
elements-14909	103	10	of	of	ADP
elements-14909	103	11	existing	exist	VERB
elements-14909	103	12	technology	technology	NOUN
elements-14909	103	13	,	,	PUNCT
elements-14909	103	14	companies	company	NOUN
elements-14909	103	15	with	with	ADP
elements-14909	103	16	large	large	ADJ
elements-14909	103	17	workloads	workload	NOUN
elements-14909	103	18	and	and	CCONJ
elements-14909	103	19	available	available	ADJ
elements-14909	103	20	capital	capital	NOUN
elements-14909	103	21	are	be	AUX
elements-14909	103	22	faced	face	VERB
elements-14909	103	23	with	with	ADP
elements-14909	103	24	the	the	DET
elements-14909	103	25	decision	decision	NOUN
elements-14909	103	26	of	of	ADP
elements-14909	103	27	whether	whether	SCONJ
elements-14909	103	28	to	to	PART
elements-14909	103	29	invest	invest	VERB
elements-14909	103	30	internally	internally	ADV
elements-14909	103	31	in	in	ADP
elements-14909	103	32	chip	chip	NOUN
elements-14909	103	33	development	development	NOUN
elements-14909	103	34	.	.	PUNCT
elements-14909	104	1	in	in	ADP
elements-14909	104	2	february	february	PROPN
elements-14909	104	3	of	of	ADP
elements-14909	104	4	2019	2019	NUM
elements-14909	104	5	,	,	PUNCT
elements-14909	104	6	facebook	facebook	PROPN
elements-14909	104	7	’s	’s	PART
elements-14909	104	8	yann	yann	PROPN
elements-14909	104	9	lecun	lecun	PROPN
elements-14909	104	10	briefly	briefly	ADV
elements-14909	104	11	described	describe	VERB
elements-14909	104	12	“	"	PUNCT
elements-14909	104	13	internal	internal	ADJ
elements-14909	104	14	activities	activity	NOUN
elements-14909	104	15	”	"	PUNCT
elements-14909	104	16	the	the	DET
elements-14909	104	17	firm	firm	NOUN
elements-14909	104	18	was	be	AUX
elements-14909	104	19	taking	take	VERB
elements-14909	104	20	to	to	PART
elements-14909	104	21	address	address	VERB
elements-14909	104	22	the	the	DET
elements-14909	104	23	growing	grow	VERB
elements-14909	104	24	computational	computational	ADJ
elements-14909	104	25	divide	divide	NOUN
elements-14909	104	26	,	,	PUNCT
elements-14909	104	27	referencing	reference	VERB
elements-14909	104	28	google	google	PROPN
elements-14909	104	29	’s	’s	PART
elements-14909	104	30	tensor	tensor	NOUN
elements-14909	104	31	processing	processing	NOUN
elements-14909	104	32	unit	unit	NOUN
elements-14909	104	33	as	as	ADP
elements-14909	104	34	another	another	DET
elements-14909	104	35	example	example	NOUN
elements-14909	104	36	of	of	ADP
elements-14909	104	37	the	the	DET
elements-14909	104	38	type	type	NOUN
elements-14909	104	39	of	of	ADP
elements-14909	104	40	internal	internal	ADJ
elements-14909	104	41	e4orts	e4ort	NOUN
elements-14909	104	42	large	large	ADJ
elements-14909	104	43	technology	technology	NOUN
elements-14909	104	44	firms	firm	NOUN
elements-14909	104	45	are	be	AUX
elements-14909	104	46	capable	capable	ADJ
elements-14909	104	47	of	of	ADP
elements-14909	104	48	taking	taking	NOUN
elements-14909	104	49	(	(	PUNCT
elements-14909	104	50	tiernan	tiernan	PROPN
elements-14909	104	51	,	,	PUNCT
elements-14909	104	52	“	"	PUNCT
elements-14909	104	53	facebook	facebook	PROPN
elements-14909	104	54	’s	’s	PART
elements-14909	104	55	yann	yann	PROPN
elements-14909	104	56	lecun	lecun	PROPN
elements-14909	104	57	”	"	PUNCT
elements-14909	104	58	)	)	PUNCT
elements-14909	104	59	.	.	PUNCT
elements-14909	105	1	while	while	SCONJ
elements-14909	105	2	the	the	DET
elements-14909	105	3	future	future	NOUN
elements-14909	105	4	is	be	AUX
elements-14909	105	5	uncertain	uncertain	ADJ
elements-14909	105	6	,	,	PUNCT
elements-14909	105	7	it	it	PRON
elements-14909	105	8	is	be	AUX
elements-14909	105	9	clear	clear	ADJ
elements-14909	105	10	there	there	PRON
elements-14909	105	11	is	be	VERB
elements-14909	105	12	a	a	DET
elements-14909	105	13	demand	demand	NOUN
elements-14909	105	14	for	for	ADP
elements-14909	105	15	change	change	NOUN
elements-14909	105	16	,	,	PUNCT
elements-14909	105	17	and	and	CCONJ
elements-14909	105	18	the	the	DET
elements-14909	105	19	feasibility	feasibility	NOUN
elements-14909	105	20	of	of	ADP
elements-14909	105	21	neuromorphic	neuromorphic	ADJ
elements-14909	105	22	hardware	hardware	NOUN
elements-14909	105	23	should	should	AUX
elements-14909	105	24	figure	figure	VERB
elements-14909	105	25	prominently	prominently	ADV
elements-14909	105	26	in	in	ADP
elements-14909	105	27	the	the	DET
elements-14909	105	28	minds	mind	NOUN
elements-14909	105	29	of	of	ADP
elements-14909	105	30	firm	firm	ADJ
elements-14909	105	31	leaders	leader	NOUN
elements-14909	105	32	who	who	PRON
elements-14909	105	33	are	be	AUX
elements-14909	105	34	considering	consider	VERB
elements-14909	105	35	undertaking	undertake	VERB
elements-14909	105	36	or	or	CCONJ
elements-14909	105	37	continuing	continue	VERB
elements-14909	105	38	internal	internal	ADJ
elements-14909	105	39	development	development	NOUN
elements-14909	105	40	activities	activity	NOUN
elements-14909	105	41	.	.	PUNCT
elements-14909	106	1	conclusion	conclusion	NOUN
elements-14909	106	2	from	from	ADP
elements-14909	106	3	computer	computer	NOUN
elements-14909	106	4	science	science	NOUN
elements-14909	106	5	and	and	CCONJ
elements-14909	106	6	biology	biology	NOUN
elements-14909	106	7	to	to	ADP
elements-14909	106	8	mathematics	mathematic	NOUN
elements-14909	106	9	,	,	PUNCT
elements-14909	106	10	physics	physics	NOUN
elements-14909	106	11	,	,	PUNCT
elements-14909	106	12	and	and	CCONJ
elements-14909	106	13	electrical	electrical	ADJ
elements-14909	106	14	engineering	engineering	NOUN
elements-14909	106	15	,	,	PUNCT
elements-14909	106	16	neuromorphic	neuromorphic	ADJ
elements-14909	106	17	computing	computing	NOUN
elements-14909	106	18	is	be	AUX
elements-14909	106	19	a	a	DET
elements-14909	106	20	cross	cross	ADJ
elements-14909	106	21	-	-	ADJ
elements-14909	106	22	disciplinary	disciplinary	ADJ
elements-14909	106	23	challenge	challenge	NOUN
elements-14909	106	24	that	that	PRON
elements-14909	106	25	requires	require	VERB
elements-14909	106	26	a	a	DET
elements-14909	106	27	fundamental	fundamental	ADJ
elements-14909	106	28	rethinking	rethinking	NOUN
elements-14909	106	29	of	of	ADP
elements-14909	106	30	the	the	DET
elements-14909	106	31	way	way	NOUN
elements-14909	106	32	computers	computer	NOUN
elements-14909	106	33	operate	operate	VERB
elements-14909	106	34	.	.	PUNCT
elements-14909	107	1	neuromorphic	neuromorphic	ADJ
elements-14909	107	2	research	research	NOUN
elements-14909	107	3	,	,	PUNCT
elements-14909	107	4	however	however	ADV
elements-14909	107	5	,	,	PUNCT
elements-14909	107	6	is	be	AUX
elements-14909	107	7	progressing	progress	VERB
elements-14909	107	8	:	:	PUNCT
elements-14909	107	9	firms	firm	NOUN
elements-14909	107	10	like	like	ADP
elements-14909	107	11	intel	intel	PROPN
elements-14909	107	12	are	be	AUX
elements-14909	107	13	leading	lead	VERB
elements-14909	107	14	the	the	DET
elements-14909	107	15	charge	charge	NOUN
elements-14909	107	16	in	in	ADP
elements-14909	107	17	chip	chip	NOUN
elements-14909	107	18	development	development	NOUN
elements-14909	107	19	,	,	PUNCT
elements-14909	107	20	and	and	CCONJ
elements-14909	107	21	the	the	DET
elements-14909	107	22	success	success	NOUN
elements-14909	107	23	of	of	ADP
elements-14909	107	24	their	their	PRON
elements-14909	107	25	e4orts	e4ort	NOUN
elements-14909	107	26	will	will	AUX
elements-14909	107	27	have	have	VERB
elements-14909	107	28	large	large	ADJ
elements-14909	107	29	-	-	PUNCT
elements-14909	107	30	scale	scale	NOUN
elements-14909	107	31	implications	implication	NOUN
elements-14909	107	32	on	on	ADP
elements-14909	107	33	consumers	consumer	NOUN
elements-14909	107	34	,	,	PUNCT
elements-14909	107	35	the	the	DET
elements-14909	107	36	semiconductor	semiconductor	NOUN
elements-14909	107	37	industry	industry	NOUN
elements-14909	107	38	,	,	PUNCT
elements-14909	107	39	and	and	CCONJ
elements-14909	107	40	technology	technology	NOUN
elements-14909	107	41	firms	firm	NOUN
elements-14909	107	42	alike	alike	ADV
elements-14909	107	43	.	.	PUNCT
elements-14909	108	1	it	it	PRON
elements-14909	108	2	is	be	AUX
elements-14909	108	3	vital	vital	ADJ
elements-14909	108	4	,	,	PUNCT
elements-14909	108	5	therefore	therefore	ADV
elements-14909	108	6	,	,	PUNCT
elements-14909	108	7	that	that	SCONJ
elements-14909	108	8	business	business	NOUN
elements-14909	108	9	leaders	leader	NOUN
elements-14909	108	10	consider	consider	VERB
elements-14909	108	11	the	the	DET
elements-14909	108	12	possibilities	possibility	NOUN
elements-14909	108	13	and	and	CCONJ
elements-14909	108	14	threats	threat	NOUN
elements-14909	108	15	of	of	ADP
elements-14909	108	16	this	this	DET
elements-14909	108	17	novel	novel	ADJ
elements-14909	108	18	technology	technology	NOUN
elements-14909	108	19	,	,	PUNCT
elements-14909	108	20	understanding	understand	VERB
elements-14909	108	21	that	that	SCONJ
elements-14909	108	22	the	the	DET
elements-14909	108	23	future	future	ADJ
elements-14909	108	24	computing	computing	NOUN
elements-14909	108	25	paradigm	paradigm	NOUN
elements-14909	108	26	will	will	AUX
elements-14909	108	27	be	be	AUX
elements-14909	108	28	decided	decide	VERB
elements-14909	108	29	by	by	ADP
elements-14909	108	30	innovative	innovative	ADJ
elements-14909	108	31	firms	firm	NOUN
elements-14909	108	32	who	who	PRON
elements-14909	108	33	are	be	AUX
elements-14909	108	34	rethinking	rethink	VERB
elements-14909	108	35	current	current	ADJ
elements-14909	108	36	processes	process	NOUN
elements-14909	108	37	.	.	PUNCT
elements-14909	108	38	!	!	PUNCT
elements-14909	109	1	'	'	PUNCT
elements-14909	110	1	$	$	SYM
elements-14909	110	2	'	'	PUNCT
elements-14909	110	3	&	&	CCONJ
elements-14909	110	4	"	"	PUNCT
elements-14909	110	5	!	!	PUNCT
elements-14909	111	1	1	1	X
elements-14909	111	2	.	.	PUNCT
elements-14909	112	1	the	the	DET
elements-14909	112	2	term	term	NOUN
elements-14909	112	3	neuromorphic	neuromorphic	ADJ
elements-14909	112	4	means	mean	NOUN
elements-14909	112	5	“	"	PUNCT
elements-14909	112	6	taking	take	VERB
elements-14909	112	7	the	the	DET
elements-14909	112	8	form	form	NOUN
elements-14909	112	9	of	of	ADP
elements-14909	112	10	the	the	DET
elements-14909	112	11	brain	brain	NOUN
elements-14909	112	12	”	"	PUNCT
elements-14909	112	13	(	(	PUNCT
elements-14909	112	14	fulton	fulton	PROPN
elements-14909	112	15	iii	iii	PROPN
elements-14909	112	16	)	)	PUNCT
elements-14909	112	17	.	.	PUNCT
elements-14909	113	1	intel	intel	PROPN
elements-14909	113	2	(	(	PUNCT
elements-14909	113	3	a	a	DET
elements-14909	113	4	leader	leader	NOUN
elements-14909	113	5	in	in	ADP
elements-14909	113	6	neuromorphic	neuromorphic	ADJ
elements-14909	113	7	research	research	NOUN
elements-14909	113	8	)	)	PUNCT
elements-14909	113	9	summarizes	summarize	VERB
elements-14909	113	10	neuromorphic	neuromorphic	ADJ
elements-14909	113	11	technology	technology	NOUN
elements-14909	113	12	as	as	ADP
elements-14909	113	13	“	"	PUNCT
elements-14909	113	14	chips	chip	NOUN
elements-14909	113	15	that	that	PRON
elements-14909	113	16	function	function	VERB
elements-14909	113	17	less	less	ADV
elements-14909	113	18	like	like	ADP
elements-14909	113	19	traditional	traditional	ADJ
elements-14909	113	20	computers	computer	NOUN
elements-14909	113	21	and	and	CCONJ
elements-14909	113	22	more	more	ADV
elements-14909	113	23	like	like	ADP
elements-14909	113	24	the	the	DET
elements-14909	113	25	human	human	ADJ
elements-14909	113	26	brain	brain	NOUN
elements-14909	113	27	”	"	PUNCT
elements-14909	113	28	(	(	PUNCT
elements-14909	113	29	“	"	PUNCT
elements-14909	113	30	intel	intel	PROPN
elements-14909	113	31	newsroom	newsroom	NOUN
elements-14909	113	32	–	–	PUNCT
elements-14909	113	33	neuromorphic	neuromorphic	ADJ
elements-14909	113	34	computing	computing	NOUN
elements-14909	113	35	”	"	PUNCT
elements-14909	113	36	)	)	PUNCT
elements-14909	113	37	.	.	PUNCT
elements-14909	114	1	2	2	X
elements-14909	114	2	.	.	X
elements-14909	114	3	it	it	PRON
elements-14909	114	4	can	can	AUX
elements-14909	114	5	be	be	AUX
elements-14909	114	6	argued	argue	VERB
elements-14909	114	7	that	that	SCONJ
elements-14909	114	8	the	the	DET
elements-14909	114	9	original	original	ADJ
elements-14909	114	10	notion	notion	NOUN
elements-14909	114	11	of	of	ADP
elements-14909	114	12	neuromorphic	neuromorphic	ADJ
elements-14909	114	13	computing	computing	NOUN
elements-14909	114	14	was	be	AUX
elements-14909	114	15	first	first	ADV
elements-14909	114	16	proposed	propose	VERB
elements-14909	114	17	in	in	ADP
elements-14909	114	18	alan	alan	PROPN
elements-14909	114	19	turing	ture	VERB
elements-14909	114	20	’s	’s	PART
elements-14909	114	21	1948	1948	NUM
elements-14909	114	22	paper	paper	NOUN
elements-14909	114	23	,	,	PUNCT
elements-14909	114	24	intelligent	intelligent	ADJ
elements-14909	114	25	machinery	machinery	NOUN
elements-14909	114	26	.	.	PUNCT
elements-14909	115	1	however	however	ADV
elements-14909	115	2	,	,	PUNCT
elements-14909	115	3	the	the	DET
elements-14909	115	4	concept	concept	NOUN
elements-14909	115	5	is	be	AUX
elements-14909	115	6	typically	typically	ADV
elements-14909	115	7	attributed	attribute	VERB
elements-14909	115	8	to	to	ADP
elements-14909	115	9	carver	carver	NOUN
elements-14909	115	10	mead	mead	NOUN
elements-14909	115	11	’s	’s	PART
elements-14909	115	12	1989	1989	NUM
elements-14909	115	13	analog	analog	PROPN
elements-14909	115	14	vlsi	vlsi	PROPN
elements-14909	115	15	and	and	CCONJ
elements-14909	115	16	neural	neural	ADJ
elements-14909	115	17	systems	system	NOUN
elements-14909	115	18	,	,	PUNCT
elements-14909	115	19	a	a	DET
elements-14909	115	20	paper	paper	NOUN
elements-14909	115	21	in	in	ADP
elements-14909	115	22	which	which	PRON
elements-14909	115	23	mead	mead	NOUN
elements-14909	115	24	argued	argue	VERB
elements-14909	115	25	that	that	SCONJ
elements-14909	115	26	chips	chip	NOUN
elements-14909	115	27	with	with	ADP
elements-14909	115	28	an	an	DET
elements-14909	115	29	increasingly	increasingly	ADV
elements-14909	115	30	dense	dense	ADJ
elements-14909	115	31	collection	collection	NOUN
elements-14909	115	32	of	of	ADP
elements-14909	115	33	transistors	transistor	NOUN
elements-14909	115	34	could	could	AUX
elements-14909	115	35	best	well	ADV
elements-14909	115	36	communicate	communicate	VERB
elements-14909	115	37	via	via	ADP
elements-14909	115	38	a	a	DET
elements-14909	115	39	replication	replication	NOUN
elements-14909	115	40	of	of	ADP
elements-14909	115	41	the	the	DET
elements-14909	115	42	brain	brain	NOUN
elements-14909	115	43	’s	’s	PART
elements-14909	115	44	neural	neural	ADJ
elements-14909	115	45	wiring	wiring	NOUN
elements-14909	115	46	.	.	PUNCT
elements-14909	116	1	3	3	X
elements-14909	116	2	.	.	X
elements-14909	116	3	the	the	DET
elements-14909	116	4	downside	downside	NOUN
elements-14909	116	5	of	of	ADP
elements-14909	116	6	traditional	traditional	ADJ
elements-14909	116	7	computer	computer	NOUN
elements-14909	116	8	architecture	architecture	NOUN
elements-14909	116	9	is	be	AUX
elements-14909	116	10	typically	typically	ADV
elements-14909	116	11	referred	refer	VERB
elements-14909	116	12	to	to	ADP
elements-14909	116	13	as	as	ADP
elements-14909	116	14	the	the	DET
elements-14909	116	15	von	von	PROPN
elements-14909	116	16	neumann	neumann	PROPN
elements-14909	116	17	bottleneck	bottleneck	PROPN
elements-14909	116	18	—	—	PUNCT
elements-14909	116	19	the	the	DET
elements-14909	116	20	notion	notion	NOUN
elements-14909	116	21	that	that	SCONJ
elements-14909	116	22	despite	despite	SCONJ
elements-14909	116	23	increases	increase	NOUN
elements-14909	116	24	in	in	ADP
elements-14909	116	25	processing	processing	NOUN
elements-14909	116	26	speed	speed	NOUN
elements-14909	116	27	,	,	PUNCT
elements-14909	116	28	processors	processor	NOUN
elements-14909	116	29	are	be	AUX
elements-14909	116	30	forced	force	VERB
elements-14909	116	31	to	to	PART
elements-14909	116	32	remain	remain	VERB
elements-14909	116	33	idle	idle	ADJ
elements-14909	116	34	while	while	SCONJ
elements-14909	116	35	data	datum	NOUN
elements-14909	116	36	is	be	AUX
elements-14909	116	37	transferred	transfer	VERB
elements-14909	116	38	to	to	ADP
elements-14909	116	39	and	and	CCONJ
elements-14909	116	40	from	from	ADP
elements-14909	116	41	the	the	DET
elements-14909	116	42	memory	memory	NOUN
elements-14909	116	43	of	of	ADP
elements-14909	116	44	a	a	DET
elements-14909	116	45	chip	chip	NOUN
elements-14909	116	46	,	,	PUNCT
elements-14909	116	47	resulting	result	VERB
elements-14909	116	48	in	in	ADP
elements-14909	116	49	increased	increase	VERB
elements-14909	116	50	latency	latency	NOUN
elements-14909	116	51	.	.	PUNCT
elements-14909	117	1	4	4	X
elements-14909	117	2	.	.	X
elements-14909	117	3	neuromorphic	neuromorphic	ADJ
elements-14909	117	4	chips	chip	NOUN
elements-14909	117	5	employ	employ	VERB
elements-14909	117	6	analog	analog	NOUN
elements-14909	117	7	circuitry	circuitry	NOUN
elements-14909	117	8	to	to	PART
elements-14909	117	9	transfer	transfer	VERB
elements-14909	117	10	electrical	electrical	ADJ
elements-14909	117	11	signals	signal	NOUN
elements-14909	117	12	between	between	ADP
elements-14909	117	13	“	"	PUNCT
elements-14909	117	14	neurons	neuron	NOUN
elements-14909	117	15	.	.	PUNCT
elements-14909	117	16	”	"	PUNCT
elements-14909	118	1	the	the	DET
elements-14909	118	2	idea	idea	NOUN
elements-14909	118	3	is	be	AUX
elements-14909	118	4	that	that	SCONJ
elements-14909	118	5	the	the	DET
elements-14909	118	6	system	system	NOUN
elements-14909	118	7	will	will	AUX
elements-14909	118	8	be	be	AUX
elements-14909	118	9	able	able	ADJ
elements-14909	118	10	to	to	PART
elements-14909	118	11	modulate	modulate	VERB
elements-14909	118	12	the	the	DET
elements-14909	118	13	amount	amount	NOUN
elements-14909	118	14	of	of	ADP
elements-14909	118	15	electricity	electricity	NOUN
elements-14909	118	16	flowing	flow	VERB
elements-14909	118	17	between	between	ADP
elements-14909	118	18	nodes	node	NOUN
elements-14909	118	19	,	,	PUNCT
elements-14909	118	20	mimicking	mimic	VERB
elements-14909	118	21	the	the	DET
elements-14909	118	22	fact	fact	NOUN
elements-14909	118	23	that	that	SCONJ
elements-14909	118	24	brain	brain	NOUN
elements-14909	118	25	signals	signal	NOUN
elements-14909	118	26	naturally	naturally	ADV
elements-14909	118	27	have	have	AUX
elements-14909	118	28	varying	vary	VERB
elements-14909	118	29	degrees	degree	NOUN
elements-14909	118	30	of	of	ADP
elements-14909	118	31	strength	strength	NOUN
elements-14909	118	32	.	.	PUNCT
elements-14909	119	1	5	5	NUM
elements-14909	119	2	.	.	X
elements-14909	119	3	a	a	DET
elements-14909	119	4	key	key	ADJ
elements-14909	119	5	emphasis	emphasis	NOUN
elements-14909	119	6	of	of	ADP
elements-14909	119	7	neuromorphic	neuromorphic	ADJ
elements-14909	119	8	computing	computing	NOUN
elements-14909	119	9	is	be	AUX
elements-14909	119	10	the	the	DET
elements-14909	119	11	selective	selective	ADJ
elements-14909	119	12	mapping	mapping	NOUN
elements-14909	119	13	of	of	ADP
elements-14909	119	14	neural	neural	ADJ
elements-14909	119	15	connections	connection	NOUN
elements-14909	119	16	.	.	PUNCT
elements-14909	120	1	in	in	ADP
elements-14909	120	2	order	order	NOUN
elements-14909	120	3	to	to	PART
elements-14909	120	4	operate	operate	VERB
elements-14909	120	5	at	at	ADP
elements-14909	120	6	maximum	maximum	ADJ
elements-14909	120	7	e3ciency	e3ciency	NOUN
elements-14909	120	8	,	,	PUNCT
elements-14909	120	9	the	the	DET
elements-14909	120	10	brain	brain	NOUN
elements-14909	120	11	uses	use	VERB
elements-14909	120	12	only	only	ADV
elements-14909	120	13	the	the	DET
elements-14909	120	14	specific	specific	ADJ
elements-14909	120	15	neurons	neuron	NOUN
elements-14909	120	16	and	and	CCONJ
elements-14909	120	17	synapses	synapsis	NOUN
elements-14909	120	18	necessary	necessary	ADJ
elements-14909	120	19	to	to	PART
elements-14909	120	20	perform	perform	VERB
elements-14909	120	21	a	a	DET
elements-14909	120	22	given	give	VERB
elements-14909	120	23	task	task	NOUN
elements-14909	120	24	.	.	PUNCT
elements-14909	121	1	neuromorphic	neuromorphic	ADJ
elements-14909	121	2	systems	system	NOUN
elements-14909	121	3	,	,	PUNCT
elements-14909	121	4	therefore	therefore	ADV
elements-14909	121	5	,	,	PUNCT
elements-14909	121	6	seek	seek	VERB
elements-14909	121	7	to	to	PART
elements-14909	121	8	emulate	emulate	VERB
elements-14909	121	9	this	this	DET
elements-14909	121	10	e3ciency	e3ciency	NOUN
elements-14909	121	11	by	by	ADP
elements-14909	121	12	strategically	strategically	ADV
elements-14909	121	13	and	and	CCONJ
elements-14909	121	14	selectively	selectively	ADV
elements-14909	121	15	forming	form	VERB
elements-14909	121	16	connections	connection	NOUN
elements-14909	121	17	between	between	ADP
elements-14909	121	18	neighboring	neighboring	NOUN
elements-14909	121	19	neurons	neuron	NOUN
elements-14909	121	20	.	.	PUNCT
elements-14909	122	1	6	6	X
elements-14909	122	2	.	.	X
elements-14909	122	3	each	each	DET
elements-14909	122	4	“	"	PUNCT
elements-14909	122	5	spike	spike	NOUN
elements-14909	122	6	”	"	PUNCT
elements-14909	122	7	in	in	ADP
elements-14909	122	8	an	an	DET
elements-14909	122	9	snn	snn	PROPN
elements-14909	122	10	is	be	AUX
elements-14909	122	11	a	a	DET
elements-14909	122	12	single	single	ADJ
elements-14909	122	13	-	-	PUNCT
elements-14909	122	14	bit	bit	NOUN
elements-14909	122	15	impulse	impulse	ADJ
elements-14909	122	16	that	that	PRON
elements-14909	122	17	is	be	AUX
elements-14909	122	18	analogous	analogous	ADJ
elements-14909	122	19	to	to	ADP
elements-14909	122	20	an	an	DET
elements-14909	122	21	action	action	NOUN
elements-14909	122	22	potential	potential	NOUN
elements-14909	122	23	in	in	ADP
elements-14909	122	24	a	a	DET
elements-14909	122	25	naturally	naturally	ADV
elements-14909	122	26	occurring	occur	VERB
elements-14909	122	27	neuron	neuron	NOUN
elements-14909	122	28	.	.	PUNCT
elements-14909	123	1	a	a	DET
elements-14909	123	2	given	give	VERB
elements-14909	123	3	node	node	NOUN
elements-14909	123	4	in	in	ADP
elements-14909	123	5	the	the	DET
elements-14909	123	6	network	network	NOUN
elements-14909	123	7	is	be	AUX
elements-14909	123	8	capable	capable	ADJ
elements-14909	123	9	of	of	ADP
elements-14909	123	10	spiking	spike	VERB
elements-14909	123	11	only	only	ADV
elements-14909	123	12	if	if	SCONJ
elements-14909	123	13	a	a	DET
elements-14909	123	14	state	state	NOUN
elements-14909	123	15	variable	variable	NOUN
elements-14909	123	16	exceeds	exceed	VERB
elements-14909	123	17	a	a	DET
elements-14909	123	18	given	give	VERB
elements-14909	123	19	threshold	threshold	NOUN
elements-14909	123	20	.	.	PUNCT
elements-14909	124	1	7	7	X
elements-14909	124	2	.	.	X
elements-14909	124	3	in	in	ADP
elements-14909	124	4	fully	fully	ADV
elements-14909	124	5	-	-	PUNCT
elements-14909	124	6	connected	connect	VERB
elements-14909	124	7	anns	ann	NOUN
elements-14909	124	8	,	,	PUNCT
elements-14909	124	9	all	all	DET
elements-14909	124	10	nodes	node	NOUN
elements-14909	124	11	compute	compute	VERB
elements-14909	124	12	and	and	CCONJ
elements-14909	124	13	send	send	VERB
elements-14909	124	14	their	their	PRON
elements-14909	124	15	output	output	NOUN
elements-14909	124	16	to	to	ADP
elements-14909	124	17	the	the	DET
elements-14909	124	18	next	next	ADJ
elements-14909	124	19	layer	layer	NOUN
elements-14909	124	20	at	at	ADP
elements-14909	124	21	each	each	DET
elements-14909	124	22	time	time	NOUN
elements-14909	124	23	step	step	NOUN
elements-14909	124	24	,	,	PUNCT
elements-14909	124	25	even	even	ADV
elements-14909	124	26	if	if	SCONJ
elements-14909	124	27	nothing	nothing	PRON
elements-14909	124	28	has	have	AUX
elements-14909	124	29	significantly	significantly	ADV
elements-14909	124	30	changed	change	VERB
elements-14909	124	31	,	,	PUNCT
elements-14909	124	32	making	make	VERB
elements-14909	124	33	the	the	DET
elements-14909	124	34	overall	overall	ADJ
elements-14909	124	35	network	network	NOUN
elements-14909	124	36	computationally	computationally	ADV
elements-14909	124	37	expensive	expensive	ADJ
elements-14909	124	38	.	.	PUNCT
elements-14909	125	1	conversely	conversely	ADV
elements-14909	125	2	,	,	PUNCT
elements-14909	125	3	snns	snn	NOUN
elements-14909	125	4	employ	employ	VERB
elements-14909	125	5	neurons	neuron	NOUN
elements-14909	125	6	that	that	PRON
elements-14909	125	7	process	process	NOUN
elements-14909	125	8	input	input	NOUN
elements-14909	125	9	separately	separately	ADV
elements-14909	125	10	and	and	CCONJ
elements-14909	125	11	are	be	AUX
elements-14909	125	12	only	only	ADV
elements-14909	125	13	connected	connect	VERB
elements-14909	125	14	to	to	ADP
elements-14909	125	15	local	local	ADJ
elements-14909	125	16	neighbors	neighbor	NOUN
elements-14909	125	17	,	,	PUNCT
elements-14909	125	18	implying	imply	VERB
elements-14909	125	19	that	that	SCONJ
elements-14909	125	20	the	the	DET
elements-14909	125	21	entire	entire	ADJ
elements-14909	125	22	layer	layer	NOUN
elements-14909	125	23	does	do	AUX
elements-14909	125	24	not	not	PART
elements-14909	125	25	need	need	VERB
elements-14909	125	26	to	to	PART
elements-14909	125	27	be	be	AUX
elements-14909	125	28	calculated	calculate	VERB
elements-14909	125	29	for	for	ADP
elements-14909	125	30	information	information	NOUN
elements-14909	125	31	to	to	PART
elements-14909	125	32	proceed	proceed	VERB
elements-14909	125	33	to	to	ADP
elements-14909	125	34	the	the	DET
elements-14909	125	35	next	next	ADJ
elements-14909	125	36	layer	layer	NOUN
elements-14909	125	37	.	.	PUNCT
elements-14909	126	1	8	8	X
elements-14909	126	2	.	.	X
elements-14909	127	1	in	in	ADP
elements-14909	127	2	1965	1965	NUM
elements-14909	127	3	intel	intel	PROPN
elements-14909	127	4	’s	’s	PART
elements-14909	127	5	co	co	NOUN
elements-14909	127	6	-	-	NOUN
elements-14909	127	7	founder	founder	NOUN
elements-14909	127	8	gordon	gordon	PROPN
elements-14909	127	9	moore	moore	PROPN
elements-14909	127	10	predicted	predict	VERB
elements-14909	127	11	that	that	SCONJ
elements-14909	127	12	the	the	DET
elements-14909	127	13	number	number	NOUN
elements-14909	127	14	of	of	ADP
elements-14909	127	15	transistors	transistor	NOUN
elements-14909	127	16	that	that	PRON
elements-14909	127	17	could	could	AUX
elements-14909	127	18	be	be	AUX
elements-14909	127	19	placed	place	VERB
elements-14909	127	20	on	on	ADP
elements-14909	127	21	an	an	DET
elements-14909	127	22	integrated	integrate	VERB
elements-14909	127	23	circuit	circuit	NOUN
elements-14909	127	24	would	would	AUX
elements-14909	127	25	double	double	VERB
elements-14909	127	26	every	every	DET
elements-14909	127	27	two	two	NUM
elements-14909	127	28	years	year	NOUN
elements-14909	127	29	while	while	SCONJ
elements-14909	127	30	costs	cost	NOUN
elements-14909	127	31	remain	remain	VERB
elements-14909	127	32	constant	constant	ADJ
elements-14909	127	33	/	/	SYM
elements-14909	127	34	decline	decline	NOUN
elements-14909	127	35	.	.	PUNCT
elements-14909	128	1	9	9	X
elements-14909	128	2	.	.	X
elements-14909	128	3	loihi	loihi	NOUN
elements-14909	128	4	comprises	comprise	VERB
elements-14909	128	5	128	128	NUM
elements-14909	128	6	neuromorphic	neuromorphic	ADJ
elements-14909	128	7	cores	core	NOUN
elements-14909	128	8	,	,	PUNCT
elements-14909	128	9	131,000	131,000	NUM
elements-14909	128	10	“	"	PUNCT
elements-14909	128	11	neurons	neuron	NOUN
elements-14909	128	12	”	"	PUNCT
elements-14909	128	13	,	,	PUNCT
elements-14909	128	14	and	and	CCONJ
elements-14909	128	15	130	130	NUM
elements-14909	128	16	million	million	NUM
elements-14909	128	17	“	"	PUNCT
elements-14909	128	18	synapses	synapsis	NOUN
elements-14909	128	19	”	"	PUNCT
elements-14909	128	20	(	(	PUNCT
elements-14909	128	21	connections	connection	NOUN
elements-14909	128	22	)	)	PUNCT
elements-14909	128	23	.	.	PUNCT
elements-14909	129	1	the	the	DET
elements-14909	129	2	chip	chip	NOUN
elements-14909	129	3	is	be	AUX
elements-14909	129	4	named	name	VERB
elements-14909	129	5	after	after	ADP
elements-14909	129	6	an	an	DET
elements-14909	129	7	active	active	ADJ
elements-14909	129	8	submarine	submarine	NOUN
elements-14909	129	9	volcano	volcano	NOUN
elements-14909	129	10	o4	o4	VERB
elements-14909	129	11	the	the	DET
elements-14909	129	12	coast	coast	NOUN
elements-14909	129	13	of	of	ADP
elements-14909	129	14	hawaii	hawaii	PROPN
elements-14909	129	15	that	that	PRON
elements-14909	129	16	is	be	AUX
elements-14909	129	17	set	set	VERB
elements-14909	129	18	to	to	PART
elements-14909	129	19	emerge	emerge	VERB
elements-14909	129	20	one	one	NUM
elements-14909	129	21	day	day	NOUN
elements-14909	129	22	.	.	PUNCT
elements-14909	130	1	the	the	DET
elements-14909	130	2	idea	idea	NOUN
elements-14909	130	3	is	be	AUX
elements-14909	130	4	that	that	SCONJ
elements-14909	130	5	neuromorphic	neuromorphic	ADJ
elements-14909	130	6	computing	computing	NOUN
elements-14909	130	7	is	be	AUX
elements-14909	130	8	analogously	analogously	ADV
elements-14909	130	9	“	"	PUNCT
elements-14909	130	10	emerging	emerge	VERB
elements-14909	130	11	”	"	PUNCT
elements-14909	130	12	and	and	CCONJ
elements-14909	130	13	will	will	AUX
elements-14909	130	14	eventually	eventually	ADV
elements-14909	130	15	break	break	VERB
elements-14909	130	16	the	the	DET
elements-14909	130	17	“	"	PUNCT
elements-14909	130	18	surface	surface	NOUN
elements-14909	130	19	”	"	PUNCT
elements-14909	130	20	of	of	ADP
elements-14909	130	21	the	the	DET
elements-14909	130	22	current	current	ADJ
elements-14909	130	23	computing	computing	NOUN
elements-14909	130	24	environment	environment	NOUN
elements-14909	130	25	.	.	PUNCT
elements-14909	131	1	10	10	NUM
elements-14909	131	2	.	.	PUNCT
elements-14909	132	1	in	in	ADP
elements-14909	132	2	december	december	PROPN
elements-14909	132	3	2018	2018	NUM
elements-14909	132	4	intel	intel	PROPN
elements-14909	132	5	announced	announce	VERB
elements-14909	132	6	the	the	DET
elements-14909	132	7	creation	creation	NOUN
elements-14909	132	8	of	of	ADP
elements-14909	132	9	kapoho	kapoho	PROPN
elements-14909	132	10	bay	bay	PROPN
elements-14909	132	11	,	,	PUNCT
elements-14909	132	12	intel	intel	PROPN
elements-14909	132	13	’s	’s	PART
elements-14909	132	14	smallest	small	ADJ
elements-14909	132	15	neuromorphic	neuromorphic	ADJ
elements-14909	132	16	system	system	NOUN
elements-14909	132	17	consisting	consist	VERB
elements-14909	132	18	of	of	ADP
elements-14909	132	19	two	two	NUM
elements-14909	132	20	loihi	loihi	ADJ
elements-14909	132	21	chips	chip	NOUN
elements-14909	132	22	.	.	PUNCT
elements-14909	133	1	in	in	ADP
elements-14909	133	2	july	july	PROPN
elements-14909	133	3	of	of	ADP
elements-14909	133	4	2019	2019	NUM
elements-14909	133	5	intel	intel	PROPN
elements-14909	133	6	was	be	AUX
elements-14909	133	7	able	able	ADJ
elements-14909	133	8	to	to	PART
elements-14909	133	9	scale	scale	VERB
elements-14909	133	10	loihi	loihi	NOUN
elements-14909	133	11	into	into	ADP
elements-14909	133	12	their	their	PRON
elements-14909	133	13	64	64	NUM
elements-14909	133	14	-	-	PUNCT
elements-14909	133	15	chip	chip	NOUN
elements-14909	133	16	pohoiki	pohoiki	PROPN
elements-14909	133	17	beach	beach	NOUN
elements-14909	133	18	,	,	PUNCT
elements-14909	133	19	representing	represent	VERB
elements-14909	133	20	the	the	DET
elements-14909	133	21	neural	neural	ADJ
elements-14909	133	22	capacity	capacity	NOUN
elements-14909	133	23	of	of	ADP
elements-14909	133	24	8	8	NUM
elements-14909	133	25	million	million	NUM
elements-14909	133	26	neurons	neuron	NOUN
elements-14909	133	27	.	.	PUNCT
elements-14909	134	1	most	most	ADV
elements-14909	134	2	recently	recently	ADV
elements-14909	134	3	,	,	PUNCT
elements-14909	134	4	intel	intel	PROPN
elements-14909	134	5	debuted	debut	VERB
elements-14909	134	6	its	its	PRON
elements-14909	134	7	768	768	NUM
elements-14909	134	8	-	-	PUNCT
elements-14909	134	9	chip	chip	NOUN
elements-14909	134	10	pohoiki	pohoiki	ADJ
elements-14909	134	11	springs	spring	NOUN
elements-14909	134	12	with	with	ADP
elements-14909	134	13	a	a	DET
elements-14909	134	14	collective	collective	ADJ
elements-14909	134	15	neural	neural	ADJ
elements-14909	134	16	capacity	capacity	NOUN
elements-14909	134	17	of	of	ADP
elements-14909	134	18	100	100	NUM
elements-14909	134	19	million	million	NUM
elements-14909	134	20	neurons	neuron	NOUN
elements-14909	134	21	.	.	PUNCT
elements-14909	135	1	the	the	DET
elements-14909	135	2	chips	chip	NOUN
elements-14909	135	3	reside	reside	VERB
elements-14909	135	4	in	in	ADP
elements-14909	135	5	a	a	DET
elements-14909	135	6	chassis	chassis	NOUN
elements-14909	135	7	the	the	DET
elements-14909	135	8	size	size	NOUN
elements-14909	135	9	of	of	ADP
elements-14909	135	10	five	five	NUM
elements-14909	135	11	standard	standard	ADJ
elements-14909	135	12	servers	server	NOUN
elements-14909	135	13	and	and	CCONJ
elements-14909	135	14	is	be	AUX
elements-14909	135	15	provided	provide	VERB
elements-14909	135	16	to	to	ADP
elements-14909	135	17	members	member	NOUN
elements-14909	135	18	of	of	ADP
elements-14909	135	19	the	the	DET
elements-14909	135	20	intel	intel	PROPN
elements-14909	135	21	neuromorphic	neuromorphic	ADJ
elements-14909	135	22	research	research	NOUN
elements-14909	135	23	community	community	NOUN
elements-14909	135	24	via	via	ADP
elements-14909	135	25	a	a	DET
elements-14909	135	26	cloud	cloud	NOUN
elements-14909	135	27	-	-	PUNCT
elements-14909	135	28	based	base	VERB
elements-14909	135	29	system	system	NOUN
elements-14909	135	30	.	.	PUNCT
elements-14909	136	1	intel	intel	PROPN
elements-14909	136	2	hopes	hope	VERB
elements-14909	136	3	it	it	PRON
elements-14909	136	4	will	will	AUX
elements-14909	136	5	emerge	emerge	VERB
elements-14909	136	6	as	as	ADP
elements-14909	136	7	a	a	DET
elements-14909	136	8	“	"	PUNCT
elements-14909	136	9	tool	tool	NOUN
elements-14909	136	10	for	for	SCONJ
elements-14909	136	11	researchers	researcher	NOUN
elements-14909	136	12	to	to	PART
elements-14909	136	13	develop	develop	VERB
elements-14909	136	14	and	and	CCONJ
elements-14909	136	15	characterize	characterize	VERB
elements-14909	136	16	new	new	ADJ
elements-14909	136	17	neuroinspired	neuroinspired	ADJ
elements-14909	136	18	algorithms	algorithm	NOUN
elements-14909	136	19	for	for	ADP
elements-14909	136	20	real	real	ADJ
elements-14909	136	21	-	-	PUNCT
elements-14909	136	22	time	time	NOUN
elements-14909	136	23	processing	processing	NOUN
elements-14909	136	24	,	,	PUNCT
elements-14909	136	25	problem	problem	NOUN
elements-14909	136	26	solving	solving	NOUN
elements-14909	136	27	,	,	PUNCT
elements-14909	136	28	adaptation	adaptation	NOUN
elements-14909	136	29	and	and	CCONJ
elements-14909	136	30	learning	learning	NOUN
elements-14909	136	31	”	"	PUNCT
elements-14909	136	32	(	(	PUNCT
elements-14909	136	33	“	"	PUNCT
elements-14909	136	34	intel	intel	PROPN
elements-14909	136	35	newsroom	newsroom	PROPN
elements-14909	136	36	–	–	PUNCT
elements-14909	136	37	pohoiki	pohoiki	ADJ
elements-14909	136	38	springs	spring	NOUN
elements-14909	136	39	”	"	PUNCT
elements-14909	136	40	)	)	PUNCT
elements-14909	136	41	.	.	PUNCT
elements-14909	137	1	11	11	NUM
elements-14909	137	2	.	.	PUNCT
elements-14909	138	1	in	in	ADP
elements-14909	138	2	july	july	PROPN
elements-14909	138	3	of	of	ADP
elements-14909	138	4	2020	2020	NUM
elements-14909	138	5	the	the	DET
elements-14909	138	6	national	national	PROPN
elements-14909	138	7	university	university	PROPN
elements-14909	138	8	of	of	ADP
elements-14909	138	9	singapore	singapore	PROPN
elements-14909	138	10	ran	run	VERB
elements-14909	138	11	an	an	DET
elements-14909	138	12	event	event	NOUN
elements-14909	138	13	-	-	PUNCT
elements-14909	138	14	driven	drive	VERB
elements-14909	138	15	,	,	PUNCT
elements-14909	138	16	visual	visual	ADJ
elements-14909	138	17	-	-	PUNCT
elements-14909	138	18	tactile	tactile	ADJ
elements-14909	138	19	perception	perception	NOUN
elements-14909	138	20	test	test	NOUN
elements-14909	138	21	on	on	ADP
elements-14909	138	22	intel	intel	PROPN
elements-14909	138	23	’s	’s	PART
elements-14909	138	24	loihi	loihi	PROPN
elements-14909	138	25	chip	chip	NOUN
elements-14909	138	26	37	37	NUM
elements-14909	138	27	!	!	PUNCT
elements-14909	139	1	"	"	PUNCT
elements-14909	139	2	#	#	SYM
elements-14909	139	3	$	$	SYM
elements-14909	139	4	%	%	NOUN
elements-14909	139	5	&	&	CCONJ
elements-14909	139	6	%	%	NOUN
elements-14909	139	7	$	$	SYM
elements-14909	139	8	'	'	PUNCT
elements-14909	139	9	(	(	PUNCT
elements-14909	139	10	)	)	PUNCT
elements-14909	139	11	*	*	PUNCT
elements-14909	140	1	*	*	PUNCT
elements-14909	140	2	%	%	NOUN
elements-14909	140	3	&	&	CCONJ
elements-14909	140	4	'	'	PUNCT
elements-14909	140	5	#	#	SYM
elements-14909	140	6	+	+	NOUN
elements-14909	140	7	)	)	PUNCT
elements-14909	140	8	!	!	PUNCT
elements-14909	140	9	,	,	PUNCT
elements-14909	140	10	as	as	ADV
elements-14909	140	11	well	well	ADV
elements-14909	140	12	as	as	ADP
elements-14909	140	13	various	various	ADJ
elements-14909	140	14	gpu	gpu	NOUN
elements-14909	140	15	systems	system	NOUN
elements-14909	140	16	to	to	PART
elements-14909	140	17	compare	compare	VERB
elements-14909	140	18	power	power	NOUN
elements-14909	140	19	consumption	consumption	NOUN
elements-14909	140	20	(	(	PUNCT
elements-14909	140	21	russel	russel	PROPN
elements-14909	140	22	)	)	PUNCT
elements-14909	140	23	.	.	PUNCT
elements-14909	141	1	the	the	DET
elements-14909	141	2	loihi	loihi	PROPN
elements-14909	141	3	test	test	NOUN
elements-14909	141	4	chip	chip	NOUN
elements-14909	141	5	slightly	slightly	ADV
elements-14909	141	6	outperformed	outperform	VERB
elements-14909	141	7	the	the	DET
elements-14909	141	8	gpu	gpu	PROPN
elements-14909	141	9	systems	system	NOUN
elements-14909	141	10	(	(	PUNCT
elements-14909	141	11	in	in	ADP
elements-14909	141	12	inferences	inference	NOUN
elements-14909	141	13	per	per	ADP
elements-14909	141	14	second	second	ADJ
elements-14909	141	15	)	)	PUNCT
elements-14909	141	16	at	at	ADP
elements-14909	141	17	significantly	significantly	ADV
elements-14909	141	18	lower	low	ADJ
elements-14909	141	19	power	power	NOUN
elements-14909	141	20	consumption	consumption	NOUN
elements-14909	141	21	.	.	PUNCT
elements-14909	142	1	it	it	PRON
elements-14909	142	2	is	be	AUX
elements-14909	142	3	important	important	ADJ
elements-14909	142	4	to	to	PART
elements-14909	142	5	note	note	VERB
elements-14909	142	6	that	that	SCONJ
elements-14909	142	7	loihi	loihi	PROPN
elements-14909	142	8	’s	’s	PART
elements-14909	142	9	strong	strong	ADJ
elements-14909	142	10	performance	performance	NOUN
elements-14909	142	11	is	be	AUX
elements-14909	142	12	largely	largely	ADV
elements-14909	142	13	the	the	DET
elements-14909	142	14	result	result	NOUN
elements-14909	142	15	of	of	ADP
elements-14909	142	16	the	the	DET
elements-14909	142	17	entire	entire	ADJ
elements-14909	142	18	system	system	NOUN
elements-14909	142	19	(	(	PUNCT
elements-14909	142	20	in	in	ADP
elements-14909	142	21	this	this	DET
elements-14909	142	22	case	case	NOUN
elements-14909	142	23	,	,	PUNCT
elements-14909	142	24	robotic	robotic	ADJ
elements-14909	142	25	sensors	sensor	NOUN
elements-14909	142	26	,	,	PUNCT
elements-14909	142	27	data	datum	NOUN
elements-14909	142	28	formats	format	NOUN
elements-14909	142	29	,	,	PUNCT
elements-14909	142	30	algorithms	algorithm	NOUN
elements-14909	142	31	,	,	PUNCT
elements-14909	142	32	and	and	CCONJ
elements-14909	142	33	the	the	DET
elements-14909	142	34	loihi	loihi	NOUN
elements-14909	142	35	architecture	architecture	NOUN
elements-14909	142	36	)	)	PUNCT
elements-14909	142	37	being	be	AUX
elements-14909	142	38	“	"	PUNCT
elements-14909	142	39	re	re	VERB
elements-14909	142	40	-	-	VERB
elements-14909	142	41	engineered	engineer	VERB
elements-14909	142	42	in	in	ADP
elements-14909	142	43	an	an	DET
elements-14909	142	44	event	event	NOUN
elements-14909	142	45	-	-	PUNCT
elements-14909	142	46	based	base	VERB
elements-14909	142	47	paradigm	paradigm	NOUN
elements-14909	142	48	”	"	PUNCT
elements-14909	142	49	(	(	PUNCT
elements-14909	142	50	mike	mike	PROPN
elements-14909	142	51	davies	davy	NOUN
elements-14909	142	52	,	,	PUNCT
elements-14909	142	53	director	director	NOUN
elements-14909	142	54	of	of	ADP
elements-14909	142	55	neuromorphic	neuromorphic	ADJ
elements-14909	142	56	research	research	NOUN
elements-14909	142	57	at	at	ADP
elements-14909	142	58	intel	intel	PROPN
elements-14909	142	59	.	.	PUNCT
elements-14909	143	1	see	see	VERB
elements-14909	143	2	russel	russel	PROPN
elements-14909	143	3	)	)	PUNCT
elements-14909	143	4	.	.	PUNCT
elements-14909	144	1	put	put	VERB
elements-14909	144	2	simply	simply	ADV
elements-14909	144	3	,	,	PUNCT
elements-14909	144	4	when	when	SCONJ
elements-14909	144	5	the	the	DET
elements-14909	144	6	system	system	NOUN
elements-14909	144	7	is	be	AUX
elements-14909	144	8	consistent	consistent	ADJ
elements-14909	144	9	with	with	ADP
elements-14909	144	10	loihi	loihi	PROPN
elements-14909	144	11	’s	’s	PART
elements-14909	144	12	event	event	NOUN
elements-14909	144	13	-	-	PUNCT
elements-14909	144	14	based	base	VERB
elements-14909	144	15	architecture	architecture	NOUN
elements-14909	144	16	,	,	PUNCT
elements-14909	144	17	neuromorphic	neuromorphic	ADJ
elements-14909	144	18	hardware	hardware	NOUN
elements-14909	144	19	outperforms	outperform	NOUN
elements-14909	144	20	traditional	traditional	ADJ
elements-14909	144	21	gpu	gpu	NOUN
elements-14909	144	22	’s	’s	PART
elements-14909	144	23	when	when	SCONJ
elements-14909	144	24	it	it	PRON
elements-14909	144	25	comes	come	VERB
elements-14909	144	26	to	to	ADP
elements-14909	144	27	energy	energy	NOUN
elements-14909	144	28	e3ciency	e3ciency	NOUN
elements-14909	144	29	.	.	PUNCT
elements-14909	145	1	12	12	NUM
elements-14909	145	2	.	.	PUNCT
elements-14909	146	1	existing	exist	VERB
elements-14909	146	2	deep	deep	ADJ
elements-14909	146	3	learning	learning	NOUN
elements-14909	146	4	algorithms	algorithm	NOUN
elements-14909	146	5	depend	depend	VERB
elements-14909	146	6	on	on	ADP
elements-14909	146	7	stochastic	stochastic	ADJ
elements-14909	146	8	gradient	gradient	ADJ
elements-14909	146	9	descent	descent	NOUN
elements-14909	146	10	and	and	CCONJ
elements-14909	146	11	error	error	NOUN
elements-14909	146	12	backpropagation	backpropagation	NOUN
elements-14909	146	13	to	to	PART
elements-14909	146	14	e3ciently	e3ciently	ADV
elements-14909	146	15	“	"	PUNCT
elements-14909	146	16	learn	learn	VERB
elements-14909	146	17	”	"	PUNCT
elements-14909	146	18	a	a	DET
elements-14909	146	19	given	give	VERB
elements-14909	146	20	ann	ann	PROPN
elements-14909	146	21	.	.	PUNCT
elements-14909	147	1	since	since	SCONJ
elements-14909	147	2	snns	snn	NOUN
elements-14909	147	3	operate	operate	VERB
elements-14909	147	4	in	in	ADP
elements-14909	147	5	discontinuous	discontinuous	ADJ
elements-14909	147	6	,	,	PUNCT
elements-14909	147	7	non	non	ADJ
elements-14909	147	8	-	-	ADJ
elements-14909	147	9	di4erentiable	di4erentiable	ADJ
elements-14909	147	10	spikes	spike	NOUN
elements-14909	147	11	,	,	PUNCT
elements-14909	147	12	it	it	PRON
elements-14909	147	13	is	be	AUX
elements-14909	147	14	impossible	impossible	ADJ
elements-14909	147	15	to	to	PART
elements-14909	147	16	apply	apply	VERB
elements-14909	147	17	existing	exist	VERB
elements-14909	147	18	learning	learning	NOUN
elements-14909	147	19	rules	rule	NOUN
elements-14909	147	20	directly	directly	ADV
elements-14909	147	21	to	to	ADP
elements-14909	147	22	snn	snn	PROPN
elements-14909	147	23	training	training	NOUN
elements-14909	147	24	(	(	PUNCT
elements-14909	147	25	pfei4er	pfei4er	NOUN
elements-14909	147	26	and	and	CCONJ
elements-14909	147	27	pfeil	pfeil	NOUN
elements-14909	147	28	)	)	PUNCT
elements-14909	147	29	.	.	PUNCT
elements-14909	148	1	13	13	NUM
elements-14909	148	2	.	.	PUNCT
elements-14909	149	1	at	at	ADP
elements-14909	149	2	the	the	DET
elements-14909	149	3	2019	2019	NUM
elements-14909	149	4	international	international	ADJ
elements-14909	149	5	solid	solid	ADJ
elements-14909	149	6	state	state	NOUN
elements-14909	149	7	circuits	circuit	NOUN
elements-14909	149	8	conference	conference	VERB
elements-14909	149	9	in	in	ADP
elements-14909	149	10	san	san	PROPN
elements-14909	149	11	francisco	francisco	PROPN
elements-14909	149	12	,	,	PUNCT
elements-14909	149	13	lecun	lecun	ADV
elements-14909	149	14	heavily	heavily	ADV
elements-14909	149	15	criticized	criticize	VERB
elements-14909	149	16	neuromorphic	neuromorphic	ADJ
elements-14909	149	17	computing	computing	NOUN
elements-14909	149	18	in	in	ADP
elements-14909	149	19	his	his	PRON
elements-14909	149	20	opening	open	VERB
elements-14909	149	21	keynote	keynote	NOUN
elements-14909	149	22	address	address	NOUN
elements-14909	149	23	.	.	PUNCT
elements-14909	150	1	while	while	SCONJ
elements-14909	150	2	intel	intel	PROPN
elements-14909	150	3	’s	’s	PART
elements-14909	150	4	mike	mike	PROPN
elements-14909	150	5	davies	davies	PROPN
elements-14909	150	6	agrees	agree	VERB
elements-14909	150	7	that	that	SCONJ
elements-14909	150	8	there	there	PRON
elements-14909	150	9	is	be	VERB
elements-14909	150	10	a	a	DET
elements-14909	150	11	lot	lot	NOUN
elements-14909	150	12	of	of	ADP
elements-14909	150	13	progress	progress	NOUN
elements-14909	150	14	to	to	PART
elements-14909	150	15	be	be	AUX
elements-14909	150	16	made	make	VERB
elements-14909	150	17	on	on	ADP
elements-14909	150	18	the	the	DET
elements-14909	150	19	algorithmic	algorithmic	ADJ
elements-14909	150	20	front	front	NOUN
elements-14909	150	21	,	,	PUNCT
elements-14909	150	22	which	which	PRON
elements-14909	150	23	he	he	PRON
elements-14909	150	24	claims	claim	VERB
elements-14909	150	25	is	be	AUX
elements-14909	150	26	“	"	PUNCT
elements-14909	150	27	holding	hold	VERB
elements-14909	150	28	back	back	ADP
elements-14909	150	29	the	the	DET
elements-14909	150	30	field	field	NOUN
elements-14909	150	31	,	,	PUNCT
elements-14909	150	32	”	"	PUNCT
elements-14909	150	33	yann	yann	PROPN
elements-14909	150	34	’s	’s	PART
elements-14909	150	35	criticism	criticism	NOUN
elements-14909	150	36	resulted	result	VERB
elements-14909	150	37	in	in	ADP
elements-14909	150	38	a	a	DET
elements-14909	150	39	fireback	fireback	NOUN
elements-14909	150	40	from	from	ADP
elements-14909	150	41	davies	davy	NOUN
elements-14909	150	42	citing	cite	VERB
elements-14909	150	43	the	the	DET
elements-14909	150	44	e3cacy	e3cacy	NOUN
elements-14909	150	45	of	of	ADP
elements-14909	150	46	neuromorphic	neuromorphic	ADJ
elements-14909	150	47	chips	chip	NOUN
elements-14909	150	48	in	in	ADP
elements-14909	150	49	a	a	DET
elements-14909	150	50	december	december	PROPN
elements-14909	150	51	report	report	NOUN
elements-14909	150	52	produced	produce	VERB
elements-14909	150	53	by	by	ADP
elements-14909	150	54	applied	applied	ADJ
elements-14909	150	55	brain	brain	NOUN
elements-14909	150	56	research	research	NOUN
elements-14909	150	57	of	of	ADP
elements-14909	150	58	waterloo	waterloo	PROPN
elements-14909	150	59	,	,	PUNCT
elements-14909	150	60	ontario	ontario	PROPN
elements-14909	150	61	.	.	PUNCT
elements-14909	151	1	davies	davy	NOUN
elements-14909	151	2	’s	’s	PART
elements-14909	151	3	fireback	fireback	NOUN
elements-14909	151	4	was	be	AUX
elements-14909	151	5	met	meet	VERB
elements-14909	151	6	with	with	ADP
elements-14909	151	7	a	a	DET
elements-14909	151	8	detailed	detailed	ADJ
elements-14909	151	9	facebook	facebook	NOUN
elements-14909	151	10	post	post	NOUN
elements-14909	151	11	by	by	ADP
elements-14909	151	12	lecun	lecun	ADJ
elements-14909	151	13	outlining	outline	VERB
elements-14909	151	14	the	the	DET
elements-14909	151	15	issues	issue	NOUN
elements-14909	151	16	he	he	PRON
elements-14909	151	17	sees	see	VERB
elements-14909	151	18	with	with	ADP
elements-14909	151	19	neuromorphic	neuromorphic	ADJ
elements-14909	151	20	hardware	hardware	NOUN
elements-14909	151	21	,	,	PUNCT
elements-14909	151	22	specifically	specifically	ADV
elements-14909	151	23	citing	cite	VERB
elements-14909	151	24	the	the	DET
elements-14909	151	25	lack	lack	NOUN
elements-14909	151	26	of	of	ADP
elements-14909	151	27	an	an	DET
elements-14909	151	28	e3cient	e3cient	ADJ
elements-14909	151	29	training	training	NOUN
elements-14909	151	30	algorithm	algorithm	NOUN
elements-14909	151	31	.	.	PUNCT
elements-14909	152	1	14	14	NUM
elements-14909	152	2	.	.	PUNCT
elements-14909	153	1	it	it	PRON
elements-14909	153	2	is	be	AUX
elements-14909	153	3	important	important	ADJ
elements-14909	153	4	to	to	PART
elements-14909	153	5	point	point	VERB
elements-14909	153	6	out	out	ADP
elements-14909	153	7	that	that	SCONJ
elements-14909	153	8	snns	snn	NOUN
elements-14909	153	9	are	be	AUX
elements-14909	153	10	not	not	PART
elements-14909	153	11	optimized	optimize	VERB
elements-14909	153	12	for	for	ADP
elements-14909	153	13	performance	performance	NOUN
elements-14909	153	14	on	on	ADP
elements-14909	153	15	existing	exist	VERB
elements-14909	153	16	ai	ai	NOUN
elements-14909	153	17	benchmarks	benchmark	NOUN
elements-14909	153	18	(	(	PUNCT
elements-14909	153	19	e.g.	e.g.	ADV
elements-14909	153	20	,	,	PUNCT
elements-14909	153	21	imagenet	imagenet	NOUN
elements-14909	153	22	)	)	PUNCT
elements-14909	153	23	.	.	PUNCT
elements-14909	154	1	just	just	ADV
elements-14909	154	2	how	how	SCONJ
elements-14909	154	3	the	the	DET
elements-14909	154	4	brain	brain	NOUN
elements-14909	154	5	is	be	AUX
elements-14909	154	6	not	not	PART
elements-14909	154	7	optimized	optimize	VERB
elements-14909	154	8	(	(	PUNCT
elements-14909	154	9	but	but	CCONJ
elements-14909	154	10	capable	capable	ADJ
elements-14909	154	11	of	of	ADP
elements-14909	154	12	)	)	PUNCT
elements-14909	154	13	classifying	classify	VERB
elements-14909	154	14	an	an	DET
elements-14909	154	15	image	image	NOUN
elements-14909	154	16	that	that	PRON
elements-14909	154	17	is	be	AUX
elements-14909	154	18	quickly	quickly	ADV
elements-14909	154	19	flashed	flash	VERB
elements-14909	154	20	on	on	ADP
elements-14909	154	21	the	the	DET
elements-14909	154	22	retina	retina	NOUN
elements-14909	154	23	,	,	PUNCT
elements-14909	154	24	snns	snn	NOUN
elements-14909	154	25	struggle	struggle	VERB
elements-14909	154	26	with	with	ADP
elements-14909	154	27	the	the	DET
elements-14909	154	28	typical	typical	ADJ
elements-14909	154	29	frame	frame	NOUN
elements-14909	154	30	-	-	PUNCT
elements-14909	154	31	based	base	VERB
elements-14909	154	32	test	test	NOUN
elements-14909	154	33	of	of	ADP
elements-14909	154	34	software	software	NOUN
elements-14909	154	35	accuracy	accuracy	NOUN
elements-14909	154	36	.	.	PUNCT
elements-14909	155	1	the	the	DET
elements-14909	155	2	evaluation	evaluation	NOUN
elements-14909	155	3	of	of	ADP
elements-14909	155	4	snns	snn	NOUN
elements-14909	155	5	,	,	PUNCT
elements-14909	155	6	therefore	therefore	ADV
elements-14909	155	7	,	,	PUNCT
elements-14909	155	8	requires	require	VERB
elements-14909	155	9	benchmark	benchmark	NOUN
elements-14909	155	10	testing	testing	NOUN
elements-14909	155	11	that	that	PRON
elements-14909	155	12	emphasizes	emphasize	VERB
elements-14909	155	13	the	the	DET
elements-14909	155	14	functionality	functionality	NOUN
elements-14909	155	15	of	of	ADP
elements-14909	155	16	spiking	spike	VERB
elements-14909	155	17	networks	network	NOUN
elements-14909	155	18	—	—	PUNCT
elements-14909	155	19	i.e.	i.e.	X
elements-14909	155	20	,	,	PUNCT
elements-14909	155	21	“	"	PUNCT
elements-14909	155	22	making	make	VERB
elements-14909	155	23	decisions	decision	NOUN
elements-14909	155	24	based	base	VERB
elements-14909	155	25	on	on	ADP
elements-14909	155	26	continuous	continuous	ADJ
elements-14909	155	27	input	input	NOUN
elements-14909	155	28	streams	stream	NOUN
elements-14909	155	29	while	while	SCONJ
elements-14909	155	30	moving	move	VERB
elements-14909	155	31	in	in	ADP
elements-14909	155	32	the	the	DET
elements-14909	155	33	real	real	ADJ
elements-14909	155	34	world	world	NOUN
elements-14909	155	35	”	"	PUNCT
elements-14909	155	36	(	(	PUNCT
elements-14909	155	37	pfei4er	pfei4er	NOUN
elements-14909	155	38	and	and	CCONJ
elements-14909	155	39	pfeil	pfeil	NOUN
elements-14909	155	40	)	)	PUNCT
elements-14909	155	41	.	.	PUNCT
elements-14909	156	1	15	15	NUM
elements-14909	156	2	.	.	PUNCT
elements-14909	156	3	dan	dan	PROPN
elements-14909	156	4	hutcheson	hutcheson	PROPN
elements-14909	156	5	,	,	PUNCT
elements-14909	156	6	ceo	ceo	PROPN
elements-14909	156	7	of	of	ADP
elements-14909	156	8	vlsi	vlsi	PROPN
elements-14909	156	9	research	research	PROPN
elements-14909	156	10	(	(	PUNCT
elements-14909	156	11	an	an	DET
elements-14909	156	12	independent	independent	ADJ
elements-14909	156	13	market	market	NOUN
elements-14909	156	14	analysis	analysis	NOUN
elements-14909	156	15	and	and	CCONJ
elements-14909	156	16	consulting	consult	VERB
elements-14909	156	17	firm	firm	NOUN
elements-14909	156	18	that	that	PRON
elements-14909	156	19	tracks	track	VERB
elements-14909	156	20	the	the	DET
elements-14909	156	21	semiconductor	semiconductor	NOUN
elements-14909	156	22	industry	industry	NOUN
elements-14909	156	23	)	)	PUNCT
elements-14909	156	24	,	,	PUNCT
elements-14909	156	25	describes	describe	VERB
elements-14909	156	26	the	the	DET
elements-14909	156	27	false	false	ADJ
elements-14909	156	28	dichotomy	dichotomy	NOUN
elements-14909	156	29	as	as	SCONJ
elements-14909	156	30	follows	follow	VERB
elements-14909	156	31	:	:	PUNCT
elements-14909	156	32	“	"	PUNCT
elements-14909	156	33	today	today	NOUN
elements-14909	156	34	’s	’s	PART
elements-14909	156	35	computers	computer	NOUN
elements-14909	156	36	are	be	AUX
elements-14909	156	37	very	very	ADV
elements-14909	156	38	good	good	ADJ
elements-14909	156	39	at	at	ADP
elements-14909	156	40	what	what	PRON
elements-14909	156	41	they	they	PRON
elements-14909	156	42	do	do	AUX
elements-14909	156	43	.	.	PUNCT
elements-14909	157	1	they	they	PRON
elements-14909	157	2	will	will	AUX
elements-14909	157	3	continue	continue	VERB
elements-14909	157	4	to	to	PART
elements-14909	157	5	outperform	outperform	VERB
elements-14909	157	6	neuromorphic	neuromorphic	ADJ
elements-14909	157	7	computing	computing	NOUN
elements-14909	157	8	systems	system	NOUN
elements-14909	157	9	for	for	ADP
elements-14909	157	10	conventional	conventional	ADJ
elements-14909	157	11	processing	processing	NOUN
elements-14909	157	12	tasks	task	NOUN
elements-14909	157	13	.	.	PUNCT
elements-14909	158	1	the	the	DET
elements-14909	158	2	technologies	technology	NOUN
elements-14909	158	3	are	be	AUX
elements-14909	158	4	complementary	complementary	ADJ
elements-14909	158	5	and	and	CCONJ
elements-14909	158	6	so	so	ADV
elements-14909	158	7	they	they	PRON
elements-14909	158	8	will	will	AUX
elements-14909	158	9	coexist	coexist	VERB
elements-14909	158	10	.	.	PUNCT
elements-14909	158	11	”	"	PUNCT
elements-14909	159	1	adam	adam	PROPN
elements-14909	159	2	stieg	stieg	PROPN
elements-14909	159	3	,	,	PUNCT
elements-14909	159	4	associate	associate	ADJ
elements-14909	159	5	director	director	NOUN
elements-14909	159	6	of	of	ADP
elements-14909	159	7	the	the	DET
elements-14909	159	8	california	california	PROPN
elements-14909	159	9	nanosystems	nanosystems	PROPN
elements-14909	159	10	institute	institute	PROPN
elements-14909	159	11	at	at	ADP
elements-14909	159	12	the	the	DET
elements-14909	159	13	university	university	PROPN
elements-14909	159	14	of	of	ADP
elements-14909	159	15	california	california	PROPN
elements-14909	159	16	at	at	ADP
elements-14909	159	17	los	los	PROPN
elements-14909	159	18	angeles	angeles	PROPN
elements-14909	159	19	,	,	PUNCT
elements-14909	159	20	further	far	ADV
elements-14909	159	21	describes	describe	VERB
elements-14909	159	22	how	how	SCONJ
elements-14909	159	23	“	"	PUNCT
elements-14909	159	24	conventional	conventional	ADJ
elements-14909	159	25	von	von	PROPN
elements-14909	159	26	neumann	neumann	PROPN
elements-14909	159	27	-	-	PUNCT
elements-14909	159	28	based	base	VERB
elements-14909	159	29	computing	computing	NOUN
elements-14909	159	30	systems	system	NOUN
elements-14909	159	31	”	"	PUNCT
elements-14909	159	32	perform	perform	VERB
elements-14909	159	33	very	very	ADV
elements-14909	159	34	well	well	ADV
elements-14909	159	35	with	with	ADP
elements-14909	159	36	“	"	PUNCT
elements-14909	159	37	high	high	ADJ
elements-14909	159	38	-	-	PUNCT
elements-14909	159	39	speed	speed	NOUN
elements-14909	159	40	,	,	PUNCT
elements-14909	159	41	predictable	predictable	ADJ
elements-14909	159	42	,	,	PUNCT
elements-14909	159	43	deterministic	deterministic	ADJ
elements-14909	159	44	processes	process	NOUN
elements-14909	159	45	,	,	PUNCT
elements-14909	159	46	”	"	PUNCT
elements-14909	159	47	but	but	CCONJ
elements-14909	159	48	struggle	struggle	VERB
elements-14909	159	49	with	with	ADP
elements-14909	159	50	increasing	increase	VERB
elements-14909	159	51	complexity	complexity	NOUN
elements-14909	159	52	.	.	PUNCT
elements-14909	160	1	the	the	DET
elements-14909	160	2	promise	promise	NOUN
elements-14909	160	3	of	of	ADP
elements-14909	160	4	neuromorphic	neuromorphic	ADJ
elements-14909	160	5	computing	computing	NOUN
elements-14909	160	6	,	,	PUNCT
elements-14909	160	7	therefore	therefore	ADV
elements-14909	160	8	,	,	PUNCT
elements-14909	160	9	is	be	AUX
elements-14909	160	10	the	the	DET
elements-14909	160	11	opening	opening	NOUN
elements-14909	160	12	up	up	ADP
elements-14909	160	13	of	of	ADP
elements-14909	160	14	“	"	PUNCT
elements-14909	160	15	an	an	DET
elements-14909	160	16	entirely	entirely	ADV
elements-14909	160	17	new	new	ADJ
elements-14909	160	18	and	and	CCONJ
elements-14909	160	19	unexplored	unexplored	ADJ
elements-14909	160	20	area	area	NOUN
elements-14909	160	21	of	of	ADP
elements-14909	160	22	computing”—one	computing”—one	NOUN
elements-14909	160	23	that	that	PRON
elements-14909	160	24	allows	allow	VERB
elements-14909	160	25	us	we	PRON
elements-14909	160	26	to	to	PART
elements-14909	160	27	“	"	PUNCT
elements-14909	160	28	do	do	VERB
elements-14909	160	29	things	thing	NOUN
elements-14909	160	30	with	with	ADP
elements-14909	160	31	computers	computer	NOUN
elements-14909	160	32	that	that	PRON
elements-14909	160	33	we	we	PRON
elements-14909	160	34	could	could	AUX
elements-14909	160	35	n’t	not	PART
elements-14909	160	36	have	have	AUX
elements-14909	160	37	imagined	imagine	VERB
elements-14909	160	38	in	in	ADP
elements-14909	160	39	the	the	DET
elements-14909	160	40	past	past	NOUN
elements-14909	160	41	”	"	PUNCT
elements-14909	160	42	(	(	PUNCT
elements-14909	160	43	see	see	VERB
elements-14909	160	44	greengard	greengard	NOUN
elements-14909	160	45	)	)	PUNCT
elements-14909	160	46	.	.	PUNCT
elements-14909	161	1	16	16	NUM
elements-14909	161	2	.	.	PUNCT
elements-14909	161	3	high	high	ADJ
elements-14909	161	4	-	-	PUNCT
elements-14909	161	5	performance	performance	NOUN
elements-14909	161	6	computing	computing	NOUN
elements-14909	161	7	(	(	PUNCT
elements-14909	161	8	hpc	hpc	NOUN
elements-14909	161	9	)	)	PUNCT
elements-14909	161	10	can	can	AUX
elements-14909	161	11	be	be	AUX
elements-14909	161	12	generalized	generalize	VERB
elements-14909	161	13	as	as	ADP
elements-14909	161	14	a	a	DET
elements-14909	161	15	process	process	NOUN
elements-14909	161	16	of	of	ADP
elements-14909	161	17	optimizing	optimize	VERB
elements-14909	161	18	chip	chip	NOUN
elements-14909	161	19	architecture	architecture	NOUN
elements-14909	161	20	for	for	ADP
elements-14909	161	21	existing	exist	VERB
elements-14909	161	22	deep	deep	ADJ
elements-14909	161	23	learning	learning	NOUN
elements-14909	161	24	algorithms	algorithm	NOUN
elements-14909	161	25	(	(	PUNCT
elements-14909	161	26	vorhies	vorhie	NOUN
elements-14909	161	27	)	)	PUNCT
elements-14909	161	28	.	.	PUNCT
elements-14909	162	1	the	the	DET
elements-14909	162	2	majority	majority	NOUN
elements-14909	162	3	of	of	ADP
elements-14909	162	4	attention	attention	NOUN
elements-14909	162	5	is	be	AUX
elements-14909	162	6	currently	currently	ADV
elements-14909	162	7	placed	place	VERB
elements-14909	162	8	on	on	ADP
elements-14909	162	9	hpc	hpc	PROPN
elements-14909	162	10	,	,	PUNCT
elements-14909	162	11	with	with	ADP
elements-14909	162	12	large	large	ADJ
elements-14909	162	13	technology	technology	NOUN
elements-14909	162	14	firms	firm	NOUN
elements-14909	162	15	beginning	begin	VERB
elements-14909	162	16	to	to	PART
elements-14909	162	17	enter	enter	VERB
elements-14909	162	18	the	the	DET
elements-14909	162	19	chip	chip	NOUN
elements-14909	162	20	manufacturing	manufacturing	NOUN
elements-14909	162	21	field	field	NOUN
elements-14909	162	22	by	by	ADP
elements-14909	162	23	developing	develop	VERB
elements-14909	162	24	their	their	PRON
elements-14909	162	25	own	own	ADJ
elements-14909	162	26	proprietary	proprietary	ADJ
elements-14909	162	27	chips	chip	NOUN
elements-14909	162	28	(	(	PUNCT
elements-14909	162	29	e.g.	e.g.	ADV
elements-14909	162	30	,	,	PUNCT
elements-14909	162	31	google	google	PROPN
elements-14909	162	32	’s	’s	NOUN
elements-14909	162	33	tensor	tensor	NOUN
elements-14909	162	34	processing	processing	NOUN
elements-14909	162	35	unit	unit	NOUN
elements-14909	162	36	)	)	PUNCT
elements-14909	162	37	(	(	PUNCT
elements-14909	162	38	tiernan	tiernan	PROPN
elements-14909	162	39	,	,	PUNCT
elements-14909	162	40	“	"	PUNCT
elements-14909	162	41	facebook	facebook	PROPN
elements-14909	162	42	’s	’s	PART
elements-14909	162	43	yann	yann	PROPN
elements-14909	162	44	lecun	lecun	PROPN
elements-14909	162	45	”	"	PUNCT
elements-14909	162	46	)	)	PUNCT
elements-14909	162	47	.	.	PUNCT
elements-14909	163	1	conversely	conversely	ADV
elements-14909	163	2	,	,	PUNCT
elements-14909	163	3	quantum	quantum	ADJ
elements-14909	163	4	computing	computing	NOUN
elements-14909	163	5	is	be	AUX
elements-14909	163	6	analogous	analogous	ADJ
elements-14909	163	7	to	to	ADP
elements-14909	163	8	neuromorphic	neuromorphic	ADJ
elements-14909	163	9	computing	computing	NOUN
elements-14909	163	10	in	in	SCONJ
elements-14909	163	11	that	that	SCONJ
elements-14909	163	12	it	it	PRON
elements-14909	163	13	represents	represent	VERB
elements-14909	163	14	a	a	DET
elements-14909	163	15	rethinking	rethinking	NOUN
elements-14909	163	16	of	of	ADP
elements-14909	163	17	existing	exist	VERB
elements-14909	163	18	computer	computer	NOUN
elements-14909	163	19	architecture	architecture	NOUN
elements-14909	163	20	.	.	PUNCT
elements-14909	164	1	rather	rather	ADV
elements-14909	164	2	than	than	ADP
elements-14909	164	3	operating	operate	VERB
elements-14909	164	4	in	in	ADP
elements-14909	164	5	bits	bit	NOUN
elements-14909	164	6	(	(	PUNCT
elements-14909	164	7	0	0	NUM
elements-14909	164	8	or	or	CCONJ
elements-14909	164	9	1	1	NUM
elements-14909	164	10	)	)	PUNCT
elements-14909	164	11	,	,	PUNCT
elements-14909	164	12	quantum	quantum	NOUN
elements-14909	164	13	computing	computing	NOUN
elements-14909	164	14	employs	employ	VERB
elements-14909	164	15	quantum	quantum	ADJ
elements-14909	164	16	bits	bit	NOUN
elements-14909	164	17	(	(	PUNCT
elements-14909	164	18	qubits	qubit	NOUN
elements-14909	164	19	)	)	PUNCT
elements-14909	164	20	that	that	PRON
elements-14909	164	21	can	can	AUX
elements-14909	164	22	be	be	AUX
elements-14909	164	23	set	set	VERB
elements-14909	164	24	to	to	ADP
elements-14909	164	25	0	0	NUM
elements-14909	164	26	,	,	PUNCT
elements-14909	164	27	1	1	NUM
elements-14909	164	28	,	,	PUNCT
elements-14909	164	29	or	or	CCONJ
elements-14909	164	30	both	both	CCONJ
elements-14909	164	31	simultaneously	simultaneously	ADV
elements-14909	164	32	(	(	PUNCT
elements-14909	164	33	cho	cho	NOUN
elements-14909	164	34	)	)	PUNCT
elements-14909	164	35	.	.	PUNCT
elements-14909	165	1	+	+	X
elements-14909	165	2	!	!	PUNCT
elements-14909	165	3	(	(	PUNCT
elements-14909	165	4	!	!	PUNCT
elements-14909	166	1	+	+	ADJ
elements-14909	166	2	!	!	PUNCT
elements-14909	166	3	'	'	PUNCT
elements-14909	166	4	5!best	5!best	NUM
elements-14909	166	5	,	,	PUNCT
elements-14909	166	6	jo	jo	PROPN
elements-14909	166	7	.	.	PUNCT
elements-14909	167	1	“	"	PUNCT
elements-14909	167	2	neuromorphic	neuromorphic	ADJ
elements-14909	167	3	computing	computing	NOUN
elements-14909	167	4	could	could	AUX
elements-14909	167	5	solve	solve	VERB
elements-14909	167	6	the	the	DET
elements-14909	167	7	tech	tech	NOUN
elements-14909	167	8	industry	industry	NOUN
elements-14909	167	9	’s	’s	PART
elements-14909	167	10	looming	loom	VERB
elements-14909	167	11	crisis	crisis	NOUN
elements-14909	167	12	.	.	PUNCT
elements-14909	167	13	”	"	PUNCT
elements-14909	168	1	zdnet	zdnet	NOUN
elements-14909	168	2	,	,	PUNCT
elements-14909	168	3	5	5	NUM
elements-14909	168	4	oct	oct	PROPN
elements-14909	168	5	.	.	PROPN
elements-14909	168	6	2020	2020	NUM
elements-14909	168	7	,	,	PUNCT
elements-14909	168	8	`	`	PUNCT
elements-14909	168	9	www.zdnet.com/article/neuromorphic-computing-couldsolve-the-tech-industrys-looming-crisis/.	www.zdnet.com/article/neuromorphic-computing-couldsolve-the-tech-industrys-looming-crisis/.	PROPN
elements-14909	168	10	blain	blain	PROPN
elements-14909	168	11	,	,	PUNCT
elements-14909	168	12	loz	loz	PROPN
elements-14909	168	13	.	.	PUNCT
elements-14909	169	1	“	"	PUNCT
elements-14909	169	2	intel	intel	PROPN
elements-14909	169	3	’s	’s	PART
elements-14909	169	4	neuromorphic	neuromorphic	ADJ
elements-14909	169	5	loihi	loihi	PROPN
elements-14909	169	6	chip	chip	NOUN
elements-14909	169	7	is	be	AUX
elements-14909	169	8	rapidly	rapidly	ADV
elements-14909	169	9	learning	learn	VERB
elements-14909	169	10	to	to	PART
elements-14909	169	11	discern	discern	VERB
elements-14909	169	12	smells	smell	NOUN
elements-14909	169	13	.	.	PUNCT
elements-14909	169	14	”	"	PUNCT
elements-14909	170	1	new	new	PROPN
elements-14909	170	2	atlas	atlas	PROPN
elements-14909	170	3	,	,	PUNCT
elements-14909	170	4	17	17	NUM
elements-14909	170	5	mar	mar	PROPN
elements-14909	170	6	.	.	PROPN
elements-14909	170	7	2020	2020	NUM
elements-14909	170	8	,	,	PUNCT
elements-14909	170	9	newatlas.com/science/intel-neuromorphic-loihi-smells/.	newatlas.com/science/intel-neuromorphic-loihi-smells/.	NOUN
elements-14909	170	10	cho	cho	PROPN
elements-14909	170	11	,	,	PUNCT
elements-14909	170	12	adrian	adrian	PROPN
elements-14909	170	13	.	.	PUNCT
elements-14909	171	1	“	"	PUNCT
elements-14909	171	2	the	the	DET
elements-14909	171	3	biggest	big	ADJ
elements-14909	171	4	flipping	flipping	NOUN
elements-14909	171	5	challenge	challenge	NOUN
elements-14909	171	6	in	in	ADP
elements-14909	171	7	quantum	quantum	ADJ
elements-14909	171	8	computing	computing	NOUN
elements-14909	171	9	.	.	PUNCT
elements-14909	171	10	”	"	PUNCT
elements-14909	172	1	science	science	NOUN
elements-14909	172	2	,	,	PUNCT
elements-14909	172	3	the	the	DET
elements-14909	172	4	american	american	PROPN
elements-14909	172	5	association	association	PROPN
elements-14909	172	6	for	for	ADP
elements-14909	172	7	the	the	DET
elements-14909	172	8	advancement	advancement	NOUN
elements-14909	172	9	of	of	ADP
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elements-14909	172	11	,	,	PUNCT
elements-14909	172	12	9	9	NUM
elements-14909	172	13	july	july	NOUN
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elements-14909	172	15	,	,	PUNCT
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elements-14909	172	17	.	.	PUNCT
elements-14909	173	1	davies	davy	NOUN
elements-14909	173	2	,	,	PUNCT
elements-14909	173	3	mike	mike	PROPN
elements-14909	173	4	,	,	PUNCT
elements-14909	173	5	et	et	PROPN
elements-14909	173	6	al	al	PROPN
elements-14909	173	7	.	.	PUNCT
elements-14909	174	1	“	"	PUNCT
elements-14909	174	2	2018	2018	NUM
elements-14909	174	3	ces	ce	NOUN
elements-14909	174	4	:	:	PUNCT
elements-14909	174	5	neuromorphic	neuromorphic	ADJ
elements-14909	174	6	computing	computing	NOUN
elements-14909	174	7	mimics	mimic	VERB
elements-14909	174	8	the	the	DET
elements-14909	174	9	human	human	ADJ
elements-14909	174	10	brain	brain	NOUN
elements-14909	174	11	.	.	PUNCT
elements-14909	174	12	”	"	PUNCT
elements-14909	175	1	youtube	youtube	NOUN
elements-14909	175	2	,	,	PUNCT
elements-14909	175	3	intel	intel	PROPN
elements-14909	175	4	newsroom	newsroom	PROPN
elements-14909	175	5	,	,	PUNCT
elements-14909	175	6	8	8	NUM
elements-14909	175	7	jan	jan	PROPN
elements-14909	175	8	.	.	PROPN
elements-14909	175	9	2018	2018	NUM
elements-14909	175	10	,	,	PUNCT
elements-14909	175	11	www.youtube.com/	www.youtube.com/	PROPN
elements-14909	175	12	watch?v	watch?v	PROPN
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elements-14909	175	15	=	=	NOUN
elements-14909	175	16	emb_title	emb_title	NOUN
elements-14909	175	17	.	.	NOUN
elements-14909	175	18	ferry	ferry	NOUN
elements-14909	175	19	,	,	PUNCT
elements-14909	175	20	je4	je4	PROPN
elements-14909	175	21	.	.	PUNCT
elements-14909	176	1	“	"	PUNCT
elements-14909	176	2	the	the	DET
elements-14909	176	3	future	future	NOUN
elements-14909	176	4	of	of	ADP
elements-14909	176	5	ai	ai	NOUN
elements-14909	176	6	is	be	AUX
elements-14909	176	7	neuromorphic	neuromorphic	ADJ
elements-14909	176	8	.	.	PUNCT
elements-14909	176	9	”	"	PUNCT
elements-14909	177	1	circuit	circuit	NOUN
elements-14909	177	2	insight	insight	NOUN
elements-14909	177	3	,	,	PUNCT
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elements-14909	177	5	.	.	PUNCT
elements-14909	178	1	fulton	fulton	PROPN
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elements-14909	178	3	,	,	PUNCT
elements-14909	178	4	scott	scott	PROPN
elements-14909	178	5	.	.	PUNCT
elements-14909	179	1	“	"	PUNCT
elements-14909	179	2	what	what	PRON
elements-14909	179	3	neuromorphic	neuromorphic	ADJ
elements-14909	179	4	engineering	engineering	NOUN
elements-14909	179	5	is	be	AUX
elements-14909	179	6	,	,	PUNCT
elements-14909	179	7	and	and	CCONJ
elements-14909	179	8	why	why	SCONJ
elements-14909	179	9	it	it	PRON
elements-14909	179	10	’s	’s	AUX
elements-14909	179	11	triggered	trigger	VERB
elements-14909	179	12	an	an	DET
elements-14909	179	13	analog	analog	NOUN
elements-14909	179	14	revolution	revolution	NOUN
elements-14909	179	15	.	.	PUNCT
elements-14909	179	16	”	"	PUNCT
elements-14909	180	1	zdnet	zdnet	NOUN
elements-14909	180	2	,	,	PUNCT
elements-14909	180	3	8	8	NUM
elements-14909	180	4	feb	feb	NOUN
elements-14909	180	5	.	.	PROPN
elements-14909	180	6	2019	2019	NUM
elements-14909	180	7	,	,	PUNCT
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elements-14909	180	11	"	"	PUNCT
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elements-14909	181	1	#	#	NOUN
elements-14909	181	2	!	!	PUNCT
elements-14909	181	3	$	$	SYM
elements-14909	181	4	%	%	NOUN
elements-14909	181	5	&	&	CCONJ
elements-14909	181	6	:	:	PUNCT
elements-14909	181	7	:	:	PUNCT
elements-14909	181	8	&	&	CCONJ
elements-14909	181	9	'	'	CCONJ
elements-14909	181	10	(	(	PUNCT
elements-14909	181	11	)	)	PUNCT
elements-14909	181	12	$	$	SYM
elements-14909	181	13	*	*	SYM
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elements-14909	181	16	,	,	PUNCT
elements-14909	181	17	samuel	samuel	PROPN
elements-14909	181	18	.	.	PUNCT
elements-14909	182	1	“	"	PUNCT
elements-14909	182	2	neuromorphic	neuromorphic	ADJ
elements-14909	182	3	chips	chip	NOUN
elements-14909	182	4	take	take	VERB
elements-14909	182	5	shape	shape	NOUN
elements-14909	182	6	.	.	PUNCT
elements-14909	182	7	”	"	PUNCT
elements-14909	183	1	communications	communication	NOUN
elements-14909	183	2	of	of	ADP
elements-14909	183	3	the	the	DET
elements-14909	183	4	acm	acm	NOUN
elements-14909	183	5	,	,	PUNCT
elements-14909	183	6	1	1	NUM
elements-14909	183	7	aug	aug	PROPN
elements-14909	183	8	.	.	PROPN
elements-14909	183	9	2020	2020	NUM
elements-14909	183	10	,	,	PUNCT
elements-14909	183	11	cacm.acm	cacm.acm	X
elements-14909	183	12	.	.	PUNCT
elements-14909	183	13	org	org	PROPN
elements-14909	183	14	/	/	SYM
elements-14909	183	15	magazines/2020/8/246356	magazines/2020/8/246356	ADJ
elements-14909	183	16	-	-	ADJ
elements-14909	183	17	neuromorphic	neuromorphic	ADJ
elements-14909	183	18	-	-	PUNCT
elements-14909	183	19	chipstake	chipstake	NOUN
elements-14909	183	20	-	-	PUNCT
elements-14909	183	21	shape	shape	NOUN
elements-14909	183	22	/	/	SYM
elements-14909	183	23	fulltext	fulltext	NOUN
elements-14909	183	24	.	.	PUNCT
elements-14909	184	1	hamblen	hamblen	PROPN
elements-14909	184	2	,	,	PUNCT
elements-14909	184	3	matt	matt	PROPN
elements-14909	184	4	.	.	PUNCT
elements-14909	185	1	“	"	PUNCT
elements-14909	185	2	intel	intel	PROPN
elements-14909	185	3	shares	share	NOUN
elements-14909	185	4	pohoiki	pohoiki	ADJ
elements-14909	185	5	springs	spring	NOUN
elements-14909	185	6	chassis	chassis	NOUN
elements-14909	185	7	with	with	ADP
elements-14909	185	8	ai	ai	ADJ
elements-14909	185	9	researchers	researcher	NOUN
elements-14909	185	10	.	.	PUNCT
elements-14909	185	11	”	"	PUNCT
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elements-14909	185	13	,	,	PUNCT
elements-14909	185	14	18	18	NUM
elements-14909	185	15	mar	mar	PROPN
elements-14909	185	16	.	.	PROPN
elements-14909	185	17	2020	2020	NUM
elements-14909	185	18	,	,	PUNCT
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elements-14909	185	20	.	.	PUNCT
elements-14909	185	21	irving	irving	PROPN
elements-14909	185	22	,	,	PUNCT
elements-14909	185	23	michael	michael	PROPN
elements-14909	185	24	.	.	PUNCT
elements-14909	186	1	“	"	PUNCT
elements-14909	186	2	artificial	artificial	ADJ
elements-14909	186	3	synapses	synapsis	NOUN
elements-14909	186	4	fill	fill	VERB
elements-14909	186	5	the	the	DET
elements-14909	186	6	gaps	gap	NOUN
elements-14909	186	7	for	for	ADP
elements-14909	186	8	brainier	brainy	ADJ
elements-14909	186	9	computer	computer	NOUN
elements-14909	186	10	chips	chip	NOUN
elements-14909	186	11	.	.	PUNCT
elements-14909	186	12	”	"	PUNCT
elements-14909	187	1	new	new	PROPN
elements-14909	187	2	atlas	atlas	PROPN
elements-14909	187	3	,	,	PUNCT
elements-14909	187	4	23	23	NUM
elements-14909	187	5	jan	jan	PROPN
elements-14909	187	6	.	.	PROPN
elements-14909	187	7	2018	2018	NUM
elements-14909	187	8	,	,	PUNCT
elements-14909	187	9	newatl	newatl	NOUN
elements-14909	187	10	a	a	DET
elements-14909	187	11	s	s	NOUN
elements-14909	187	12	.	.	PUNCT
elements-14909	188	1	c	c	NOUN
elements-14909	189	1	o	o	NOUN
elements-14909	189	2	m	m	VERB
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elements-14909	189	4	n	n	PROPN
elements-14909	189	5	e	e	NOUN
elements-14909	189	6	u	u	NOUN
elements-14909	189	7	r	r	NOUN
elements-14909	189	8	o	o	NOUN
elements-14909	189	9	m	m	NOUN
elements-14909	189	10	o	o	NOUN
elements-14909	189	11	r	r	NOUN
elements-14909	189	12	p	p	NOUN
elements-14909	189	13	h	h	NOUN
elements-14909	190	1	i	i	NOUN
elements-14909	190	2	c	c	NOUN
elements-14909	191	1	c	c	NOUN
elements-14909	191	2	h	h	NOUN
elements-14909	192	1	i	i	PRON
elements-14909	192	2	p	p	X
elements-14909	192	3	m	m	VERB
elements-14909	193	1	i	i	NOUN
elements-14909	193	2	t	t	NOUN
elements-14909	193	3	/	/	SYM
elements-14909	193	4	5	5	NUM
elements-14909	193	5	3	3	NUM
elements-14909	193	6	0	0	NUM
elements-14909	193	7	8	8	NUM
elements-14909	193	8	1	1	NUM
elements-14909	193	9	/	/	PUNCT
elements-14909	193	10	?	?	PUNCT
elements-14909	194	1	i	i	PRON
elements-14909	194	2	t	t	VERB
elements-14909	194	3	m	m	VERB
elements-14909	194	4	_	_	PRON
elements-14909	194	5	source	source	NOUN
elements-14909	194	6	=	=	SYM
elements-14909	194	7	newatlas	newatla	NOUN
elements-14909	194	8	.	.	PUNCT
elements-14909	195	1	jhonsa	jhonsa	PROPN
elements-14909	195	2	,	,	PUNCT
elements-14909	195	3	eric	eric	PROPN
elements-14909	195	4	.	.	PUNCT
elements-14909	196	1	“	"	PUNCT
elements-14909	196	2	intel	intel	PROPN
elements-14909	196	3	teams	team	NOUN
elements-14909	196	4	with	with	ADP
elements-14909	196	5	uncle	uncle	PROPN
elements-14909	196	6	sam	sam	PROPN
elements-14909	196	7	to	to	PART
elements-14909	196	8	research	research	NOUN
elements-14909	196	9	chip	chip	NOUN
elements-14909	196	10	packages	package	NOUN
elements-14909	196	11	,	,	PUNCT
elements-14909	196	12	‘	'	PUNCT
elements-14909	196	13	neuromorphic	neuromorphic	ADJ
elements-14909	196	14	’	'	PUNCT
elements-14909	196	15	systems	system	NOUN
elements-14909	196	16	.	.	PUNCT
elements-14909	196	17	”	"	PUNCT
elements-14909	197	1	thestreet	thestreet	NOUN
elements-14909	197	2	,	,	PUNCT
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elements-14909	197	5	.	.	PROPN
elements-14909	197	6	2020	2020	NUM
elements-14909	197	7	,	,	PUNCT
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elements-14909	197	9	.	.	PUNCT
elements-14909	198	1	lecun	lecun	PROPN
elements-14909	198	2	,	,	PUNCT
elements-14909	198	3	yann	yann	PROPN
elements-14909	198	4	.	.	PROPN
elements-14909	198	5	issc	issc	PROPN
elements-14909	198	6	keynote	keynote	PROPN
elements-14909	198	7	address	address	NOUN
elements-14909	198	8	.	.	PUNCT
elements-14909	199	1	facebook	facebook	NOUN
elements-14909	199	2	,	,	PUNCT
elements-14909	199	3	23	23	NUM
elements-14909	199	4	feb	feb	NOUN
elements-14909	199	5	.	.	PROPN
elements-14909	199	6	2019	2019	NUM
elements-14909	199	7	,	,	PUNCT
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elements-14909	199	10	.	.	PUNCT
elements-14909	200	1	molter	molter	ADV
elements-14909	200	2	,	,	PUNCT
elements-14909	200	3	tim	tim	PROPN
elements-14909	200	4	.	.	PUNCT
elements-14909	201	1	“	"	PUNCT
elements-14909	201	2	a	a	DET
elements-14909	201	3	brief	brief	ADJ
elements-14909	201	4	history	history	NOUN
elements-14909	201	5	of	of	ADP
elements-14909	201	6	neuromorphic	neuromorphic	ADJ
elements-14909	201	7	computing	computing	NOUN
elements-14909	201	8	.	.	PUNCT
elements-14909	201	9	”	"	PUNCT
elements-14909	202	1	knowm.org	knowm.org	X
elements-14909	202	2	,	,	PUNCT
elements-14909	202	3	4	4	NUM
elements-14909	202	4	apr	apr	NOUN
elements-14909	202	5	.	.	NOUN
elements-14909	202	6	2015	2015	NUM
elements-14909	202	7	,	,	PUNCT
elements-14909	202	8	knowm	knowm	NOUN
elements-14909	202	9	.	.	PUNCT
elements-14909	203	1	org	org	ADJ
elements-14909	203	2	/	/	SYM
elements-14909	203	3	a	a	DET
elements-14909	203	4	-	-	PUNCT
elements-14909	203	5	brief	brief	ADJ
elements-14909	203	6	-	-	PUNCT
elements-14909	203	7	history	history	NOUN
elements-14909	203	8	-	-	PUNCT
elements-14909	203	9	of	of	ADP
elements-14909	203	10	-	-	PUNCT
elements-14909	203	11	neuromorphic	neuromorphic	ADJ
elements-14909	203	12	-	-	PUNCT
elements-14909	203	13	computing/.	computing/.	NOUN
elements-14909	203	14	muir	muir	PROPN
elements-14909	203	15	,	,	PUNCT
elements-14909	203	16	dylan	dylan	PROPN
elements-14909	203	17	.	.	PUNCT
elements-14909	204	1	“	"	PUNCT
elements-14909	204	2	putting	put	VERB
elements-14909	204	3	the	the	DET
elements-14909	204	4	neural	neural	ADJ
elements-14909	204	5	back	back	ADV
elements-14909	204	6	into	into	ADP
elements-14909	204	7	networks	network	NOUN
elements-14909	204	8	.	.	PUNCT
elements-14909	204	9	”	"	PUNCT
elements-14909	205	1	medium	medium	ADJ
elements-14909	205	2	,	,	PUNCT
elements-14909	205	3	15	15	NUM
elements-14909	205	4	jan	jan	PROPN
elements-14909	205	5	.	.	PROPN
elements-14909	205	6	2020	2020	NUM
elements-14909	205	7	,	,	PUNCT
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elements-14909	205	9	.	.	PUNCT
elements-14909	205	10	norman	norman	PROPN
elements-14909	205	11	,	,	PUNCT
elements-14909	205	12	jeremy	jeremy	PROPN
elements-14909	205	13	m.	m.	PROPN
elements-14909	205	14	“	"	PUNCT
elements-14909	205	15	carver	carver	NOUN
elements-14909	205	16	mead	mead	NOUN
elements-14909	205	17	writes	write	VERB
elements-14909	205	18	the	the	DET
elements-14909	205	19	first	first	ADJ
elements-14909	205	20	book	book	NOUN
elements-14909	205	21	on	on	ADP
elements-14909	205	22	neuromorphic	neuromorphic	ADJ
elements-14909	205	23	computing	computing	NOUN
elements-14909	205	24	.	.	PUNCT
elements-14909	205	25	”	"	PUNCT
elements-14909	206	1	carver	carver	NOUN
elements-14909	206	2	mead	mead	NOUN
elements-14909	206	3	writes	write	VERB
elements-14909	206	4	the	the	DET
elements-14909	206	5	first	first	ADJ
elements-14909	206	6	book	book	NOUN
elements-14909	206	7	on	on	ADP
elements-14909	206	8	neuromorphic	neuromorphic	ADJ
elements-14909	206	9	computing	computing	NOUN
elements-14909	206	10	:	:	PUNCT
elements-14909	206	11	history	history	NOUN
elements-14909	206	12	of	of	ADP
elements-14909	206	13	information	information	NOUN
elements-14909	206	14	,	,	PUNCT
elements-14909	206	15	25	25	NUM
elements-14909	206	16	oct	oct	PROPN
elements-14909	206	17	.	.	PROPN
elements-14909	206	18	2020	2020	NUM
elements-14909	206	19	,	,	PUNCT
elements-14909	206	20	www.historyofinformation.com/	www.historyofinformation.com/	NOUN
elements-14909	206	21	detail.php?id=3900	detail.php?id=3900	NOUN
elements-14909	206	22	.	.	PUNCT
elements-14909	207	1	panetta	panetta	PROPN
elements-14909	207	2	,	,	PUNCT
elements-14909	207	3	kasey	kasey	PROPN
elements-14909	207	4	.	.	PUNCT
elements-14909	208	1	“	"	PUNCT
elements-14909	208	2	gartner	gartner	NOUN
elements-14909	208	3	top	top	ADJ
elements-14909	208	4	10	10	NUM
elements-14909	208	5	strategic	strategic	ADJ
elements-14909	208	6	predictions	prediction	NOUN
elements-14909	208	7	for	for	ADP
elements-14909	208	8	2021	2021	NUM
elements-14909	208	9	and	and	CCONJ
elements-14909	208	10	beyond	beyond	ADP
elements-14909	208	11	.	.	PUNCT
elements-14909	208	12	”	"	PUNCT
elements-14909	209	1	smarter	smarter	ADV
elements-14909	209	2	with	with	ADP
elements-14909	209	3	gartner	gartner	NOUN
elements-14909	209	4	,	,	PUNCT
elements-14909	209	5	21	21	NUM
elements-14909	209	6	oct	oct	PROPN
elements-14909	209	7	.	.	PROPN
elements-14909	209	8	2020	2020	NUM
elements-14909	209	9	,	,	PUNCT
elements-14909	209	10	www.gartner.com/smarterwithgartner/gartner-top10-strategic-predictions-for-2021-and-beyond/.	www.gartner.com/smarterwithgartner/gartner-top10-strategic-predictions-for-2021-and-beyond/.	NOUN
elements-14909	209	11	pfei4er	pfei4er	PROPN
elements-14909	209	12	,	,	PUNCT
elements-14909	209	13	michael	michael	PROPN
elements-14909	209	14	,	,	PUNCT
elements-14909	209	15	and	and	CCONJ
elements-14909	209	16	thomas	thomas	PROPN
elements-14909	209	17	pfeil	pfeil	NOUN
elements-14909	209	18	.	.	PUNCT
elements-14909	210	1	“	"	PUNCT
elements-14909	210	2	deep	deep	ADJ
elements-14909	210	3	learning	learning	NOUN
elements-14909	210	4	with	with	ADP
elements-14909	210	5	spiking	spike	VERB
elements-14909	210	6	neurons	neuron	NOUN
elements-14909	210	7	:	:	PUNCT
elements-14909	210	8	opportunities	opportunity	NOUN
elements-14909	210	9	and	and	CCONJ
elements-14909	210	10	challenges	challenge	NOUN
elements-14909	210	11	.	.	PUNCT
elements-14909	210	12	”	"	PUNCT
elements-14909	210	13	frontiers	frontier	NOUN
elements-14909	210	14	in	in	ADP
elements-14909	210	15	neuroscience	neuroscience	NOUN
elements-14909	210	16	vol	vol	NOUN
elements-14909	210	17	.	.	PUNCT
elements-14909	211	1	12	12	NUM
elements-14909	211	2	774	774	NUM
elements-14909	211	3	.	.	PUNCT
elements-14909	212	1	25	25	NUM
elements-14909	212	2	oct	oct	NOUN
elements-14909	212	3	.	.	PROPN
elements-14909	212	4	2018	2018	NUM
elements-14909	212	5	,	,	PUNCT
elements-14909	212	6	doi:10.3389/	doi:10.3389/	NUM
elements-14909	212	7	fnins.2018.00774	fnins.2018.00774	NOUN
elements-14909	212	8	.	.	PUNCT
elements-14909	213	1	ray	ray	PROPN
elements-14909	213	2	,	,	PUNCT
elements-14909	213	3	tiernan	tiernan	PROPN
elements-14909	213	4	.	.	PUNCT
elements-14909	214	1	“	"	PUNCT
elements-14909	214	2	facebook	facebook	PROPN
elements-14909	214	3	’s	’s	PART
elements-14909	214	4	yann	yann	PROPN
elements-14909	214	5	lecun	lecun	PROPN
elements-14909	214	6	says	say	VERB
elements-14909	214	7	‘	'	PUNCT
elements-14909	214	8	internal	internal	ADJ
elements-14909	214	9	activity	activity	NOUN
elements-14909	214	10	’	'	PUNCT
elements-14909	214	11	proceeds	proceed	NOUN
elements-14909	214	12	on	on	ADP
elements-14909	214	13	ai	ai	ADJ
elements-14909	214	14	chips	chip	NOUN
elements-14909	214	15	.	.	PUNCT
elements-14909	214	16	”	"	PUNCT
elements-14909	215	1	zdnet	zdnet	NOUN
elements-14909	215	2	,	,	PUNCT
elements-14909	215	3	18	18	NUM
elements-14909	215	4	feb	feb	NOUN
elements-14909	215	5	.	.	PROPN
elements-14909	215	6	2019	2019	NUM
elements-14909	215	7	,	,	PUNCT
elements-14909	215	8	www	www	PROPN
elements-14909	215	9	.	.	PROPN
elements-14909	215	10	zdnet.com/article/facebooks-yann-lecun-says-internal-activity-proceeds-on-ai-chips/.	zdnet.com/article/facebooks-yann-lecun-says-internal-activity-proceeds-on-ai-chips/.	PROPN
elements-14909	215	11	ray	ray	PROPN
elements-14909	215	12	,	,	PUNCT
elements-14909	215	13	tiernan	tiernan	PROPN
elements-14909	215	14	.	.	PUNCT
elements-14909	216	1	“	"	PUNCT
elements-14909	216	2	intel	intel	PROPN
elements-14909	216	3	’s	’s	PART
elements-14909	216	4	neuro	neuro	PROPN
elements-14909	216	5	guru	guru	NOUN
elements-14909	216	6	slams	slam	VERB
elements-14909	216	7	deep	deep	ADJ
elements-14909	216	8	learning	learning	NOUN
elements-14909	216	9	:	:	PUNCT
elements-14909	216	10	‘	'	PUNCT
elements-14909	216	11	it	it	PRON
elements-14909	216	12	’s	’s	AUX
elements-14909	216	13	not	not	PART
elements-14909	216	14	actually	actually	ADV
elements-14909	216	15	learning	learn	VERB
elements-14909	216	16	’	'	PUNCT
elements-14909	216	17	.	.	PUNCT
elements-14909	216	18	”	"	PUNCT
elements-14909	217	1	zdnet	zdnet	NOUN
elements-14909	217	2	,	,	PUNCT
elements-14909	217	3	23	23	NUM
elements-14909	217	4	feb	feb	NOUN
elements-14909	217	5	.	.	PROPN
elements-14909	217	6	2019	2019	NUM
elements-14909	217	7	,	,	PUNCT
elements-14909	217	8	www	www	PROPN
elements-14909	217	9	.	.	PROPN
elements-14909	217	10	zdnet.com/article/intels-neuro-guru-slams-deep-learningits-not-actually-learning/.	zdnet.com/article/intels-neuro-guru-slams-deep-learningits-not-actually-learning/.	PROPN
elements-14909	217	11	ray	ray	PROPN
elements-14909	217	12	,	,	PUNCT
elements-14909	217	13	tiernan	tiernan	PROPN
elements-14909	217	14	.	.	PUNCT
elements-14909	218	1	“	"	PUNCT
elements-14909	218	2	neuromorphic	neuromorphic	ADJ
elements-14909	218	3	computing	computing	NOUN
elements-14909	218	4	finds	find	VERB
elements-14909	218	5	new	new	ADJ
elements-14909	218	6	life	life	NOUN
elements-14909	218	7	in	in	ADP
elements-14909	218	8	machine	machine	NOUN
elements-14909	218	9	learning	learning	NOUN
elements-14909	218	10	.	.	PUNCT
elements-14909	218	11	”	"	PUNCT
elements-14909	219	1	zdnet	zdnet	NOUN
elements-14909	219	2	,	,	PUNCT
elements-14909	219	3	1	1	NUM
elements-14909	219	4	july	july	PROPN
elements-14909	219	5	2019	2019	NUM
elements-14909	219	6	,	,	PUNCT
elements-14909	219	7	www.zdnet	www.zdnet	PROPN
elements-14909	219	8	.	.	PUNCT
elements-14909	219	9	com	com	NOUN
elements-14909	219	10	/	/	SYM
elements-14909	219	11	article	article	NOUN
elements-14909	219	12	/	/	SYM
elements-14909	219	13	neuromorphic	neuromorphic	ADJ
elements-14909	219	14	-	-	PUNCT
elements-14909	219	15	computing	computing	NOUN
elements-14909	219	16	-	-	PUNCT
elements-14909	219	17	finds	find	VERB
elements-14909	219	18	-	-	PUNCT
elements-14909	219	19	new	new	ADJ
elements-14909	219	20	-	-	PUNCT
elements-14909	219	21	life	life	NOUN
elements-14909	219	22	-	-	PUNCT
elements-14909	219	23	inmachine	inmachine	NOUN
elements-14909	219	24	-	-	PUNCT
elements-14909	219	25	learning/.	learning/.	NOUN
elements-14909	219	26	rouse	rouse	NOUN
elements-14909	219	27	,	,	PUNCT
elements-14909	219	28	margaret	margaret	PROPN
elements-14909	219	29	.	.	PUNCT
elements-14909	220	1	“	"	PUNCT
elements-14909	220	2	what	what	PRON
elements-14909	220	3	is	be	AUX
elements-14909	220	4	neuromorphic	neuromorphic	ADJ
elements-14909	220	5	computing	computing	NOUN
elements-14909	220	6	?	?	PUNCT
elements-14909	220	7	”	"	PUNCT
elements-14909	221	1	searchenterpriseai	searchenterpriseai	PROPN
elements-14909	221	2	,	,	PUNCT
elements-14909	221	3	techtarget	techtarget	INTJ
elements-14909	221	4	,	,	PUNCT
elements-14909	221	5	11	11	NUM
elements-14909	221	6	feb	feb	X
elements-14909	221	7	.	.	PROPN
elements-14909	221	8	2020	2020	NUM
elements-14909	221	9	,	,	PUNCT
elements-14909	221	10	searchenterpriseai.techtarget.com/definition/neuromorphic-computing	searchenterpriseai.techtarget.com/definition/neuromorphic-computing	PROPN
elements-14909	221	11	.	.	PUNCT
elements-14909	222	1	russell	russell	PROPN
elements-14909	222	2	,	,	PUNCT
elements-14909	222	3	john	john	PROPN
elements-14909	222	4	.	.	PUNCT
elements-14909	223	1	“	"	PUNCT
elements-14909	223	2	get	get	VERB
elements-14909	223	3	a	a	DET
elements-14909	223	4	grip	grip	NOUN
elements-14909	223	5	:	:	PUNCT
elements-14909	223	6	intel	intel	PROPN
elements-14909	223	7	neuromorphic	neuromorphic	ADJ
elements-14909	223	8	chip	chip	NOUN
elements-14909	223	9	used	use	VERB
elements-14909	223	10	to	to	PART
elements-14909	223	11	give	give	VERB
elements-14909	223	12	robotics	robotic	NOUN
elements-14909	223	13	arm	arm	VERB
elements-14909	223	14	a	a	DET
elements-14909	223	15	sense	sense	NOUN
elements-14909	223	16	of	of	ADP
elements-14909	223	17	touch	touch	NOUN
elements-14909	223	18	.	.	PUNCT
elements-14909	223	19	”	"	PUNCT
elements-14909	224	1	hpcwire	hpcwire	NOUN
elements-14909	224	2	,	,	PUNCT
elements-14909	224	3	17	17	NUM
elements-14909	224	4	july	july	NOUN
elements-14909	224	5	2020	2020	NUM
elements-14909	224	6	,	,	PUNCT
elements-14909	224	7	www.hpcwire.com/2020/07/15/get-a-grip-intelneuromorphic-chip-used-to-give-robotics-arm-a-sense-oftouch/.	www.hpcwire.com/2020/07/15/get-a-grip-intelneuromorphic-chip-used-to-give-robotics-arm-a-sense-oftouch/.	PROPN
elements-14909	224	8	soni	soni	PROPN
elements-14909	224	9	,	,	PUNCT
elements-14909	224	10	devin	devin	PROPN
elements-14909	224	11	.	.	PUNCT
elements-14909	225	1	“	"	PUNCT
elements-14909	225	2	spiking	spike	VERB
elements-14909	225	3	neural	neural	ADJ
elements-14909	225	4	networks	network	NOUN
elements-14909	225	5	,	,	PUNCT
elements-14909	225	6	the	the	DET
elements-14909	225	7	next	next	ADJ
elements-14909	225	8	generation	generation	NOUN
elements-14909	225	9	of	of	ADP
elements-14909	225	10	machine	machine	NOUN
elements-14909	225	11	learning	learning	NOUN
elements-14909	225	12	.	.	PUNCT
elements-14909	225	13	”	"	PUNCT
elements-14909	226	1	medium	medium	NOUN
elements-14909	226	2	,	,	PUNCT
elements-14909	226	3	towards	towards	ADP
elements-14909	226	4	data	datum	NOUN
elements-14909	226	5	science	science	NOUN
elements-14909	226	6	,	,	PUNCT
elements-14909	226	7	16	16	NUM
elements-14909	226	8	july	july	PROPN
elements-14909	226	9	2019	2019	NUM
elements-14909	226	10	,	,	PUNCT
elements-14909	226	11	https://towardsdatascience.com/spiking-neural-networks-the-next-generation-of-machinelearning-84e167f4eb2b	https://towardsdatascience.com/spiking-neural-networks-the-next-generation-of-machinelearning-84e167f4eb2b	PROPN
elements-14909	226	12	vorhies	vorhie	NOUN
elements-14909	226	13	,	,	PUNCT
elements-14909	226	14	william	william	PROPN
elements-14909	226	15	.	.	PUNCT
elements-14909	227	1	“	"	PUNCT
elements-14909	227	2	the	the	DET
elements-14909	227	3	three	three	NUM
elements-14909	227	4	way	way	NOUN
elements-14909	227	5	race	race	NOUN
elements-14909	227	6	to	to	ADP
elements-14909	227	7	the	the	DET
elements-14909	227	8	future	future	NOUN
elements-14909	227	9	of	of	ADP
elements-14909	227	10	ai	ai	PROPN
elements-14909	227	11	.	.	PUNCT
elements-14909	227	12	quantum	quantum	PROPN
elements-14909	227	13	vs.	vs.	ADP
elements-14909	227	14	neuromorphic	neuromorphic	ADJ
elements-14909	227	15	vs.	vs.	X
elements-14909	227	16	high	high	ADJ
elements-14909	227	17	performance	performance	NOUN
elements-14909	227	18	computing	computing	NOUN
elements-14909	227	19	.	.	PUNCT
elements-14909	227	20	”	"	PUNCT
elements-14909	228	1	data	data	PROPN
elements-14909	228	2	science	science	NOUN
elements-14909	228	3	central	central	ADJ
elements-14909	228	4	,	,	PUNCT
elements-14909	228	5	tech	tech	NOUN
elements-14909	228	6	target	target	NOUN
elements-14909	228	7	,	,	PUNCT
elements-14909	228	8	14	14	NUM
elements-14909	228	9	nov	nov	PROPN
elements-14909	228	10	.	.	PROPN
elements-14909	228	11	2017	2017	NUM
elements-14909	228	12	,	,	PUNCT
elements-14909	228	13	www.datasciencecentral.com/profiles/blogs/thethree-way-race-to-the-future-of-ai-quantum-vs-neuromorphic-vs	www.datasciencecentral.com/profiles/blogs/thethree-way-race-to-the-future-of-ai-quantum-vs-neuromorphic-vs	PROPN
elements-14909	228	14	.	.	PUNCT
elements-14909	229	1	wiggers	wiggers	PROPN
elements-14909	229	2	,	,	PUNCT
elements-14909	229	3	kyle	kyle	NOUN
elements-14909	229	4	.	.	PUNCT
elements-14909	230	1	“	"	PUNCT
elements-14909	230	2	intel	intel	PROPN
elements-14909	230	3	debuts	debut	NOUN
elements-14909	230	4	pohoiki	pohoiki	PROPN
elements-14909	230	5	springs	spring	NOUN
elements-14909	230	6	,	,	PUNCT
elements-14909	230	7	a	a	DET
elements-14909	230	8	powerful	powerful	ADJ
elements-14909	230	9	neuromorphic	neuromorphic	ADJ
elements-14909	230	10	research	research	NOUN
elements-14909	230	11	system	system	NOUN
elements-14909	230	12	for	for	ADP
elements-14909	230	13	ai	ai	NOUN
elements-14909	230	14	workloads	workload	NOUN
elements-14909	230	15	.	.	PUNCT
elements-14909	230	16	”	"	PUNCT
elements-14909	231	1	venturebeat	venturebeat	NOUN
elements-14909	231	2	,	,	PUNCT
elements-14909	231	3	18	18	NUM
elements-14909	231	4	mar	mar	PROPN
elements-14909	231	5	.	.	PROPN
elements-14909	231	6	2020	2020	NUM
elements-14909	231	7	,	,	PUNCT
elements-14909	231	8	venturebeat.com/2020/03/18/intel-debuts-pohoiki-springs-a-powerful-neuromorphic-research-system-for-ai-workloads/.	venturebeat.com/2020/03/18/intel-debuts-pohoiki-springs-a-powerful-neuromorphic-research-system-for-ai-workloads/.	NOUN
elements-14909	231	9	“	"	PUNCT
elements-14909	231	10	neuromorphic	neuromorphic	ADJ
elements-14909	231	11	computing	computing	NOUN
elements-14909	231	12	next	next	ADJ
elements-14909	231	13	generation	generation	NOUN
elements-14909	231	14	of	of	ADP
elements-14909	231	15	ai	ai	PROPN
elements-14909	231	16	.	.	PUNCT
elements-14909	231	17	”	"	PUNCT
elements-14909	232	1	intel	intel	PROPN
elements-14909	232	2	–	–	PUNCT
elements-14909	232	3	neuromorphic	neuromorphic	ADJ
elements-14909	232	4	computing	computing	NOUN
elements-14909	232	5	,	,	PUNCT
elements-14909	232	6	intel	intel	PROPN
elements-14909	232	7	,	,	PUNCT
elements-14909	232	8	2020	2020	NUM
elements-14909	232	9	,	,	PUNCT
elements-14909	232	10	www.intel	www.intel	NOUN
elements-14909	232	11	.	.	PUNCT
elements-14909	232	12	com	com	NOUN
elements-14909	232	13	/	/	SYM
elements-14909	232	14	content	content	PROPN
elements-14909	232	15	/	/	SYM
elements-14909	232	16	www	www	PROPN
elements-14909	232	17	/	/	SYM
elements-14909	232	18	us	us	PROPN
elements-14909	232	19	/	/	SYM
elements-14909	232	20	en	en	NOUN
elements-14909	232	21	/	/	SYM
elements-14909	232	22	research	research	NOUN
elements-14909	232	23	/	/	SYM
elements-14909	232	24	neuromorphic	neuromorphic	NOUN
elements-14909	232	25	-	-	PUNCT
elements-14909	232	26	computing.html	computing.html	NOUN
elements-14909	232	27	.	.	PUNCT
elements-14909	232	28	39	39	NUM
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elements-14909	233	1	"	"	PUNCT
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elements-14909	233	3	$	$	SYM
elements-14909	233	4	%	%	NOUN
elements-14909	233	5	&	&	CCONJ
elements-14909	233	6	%	%	NOUN
elements-14909	233	7	$	$	SYM
elements-14909	233	8	'	'	PUNCT
elements-14909	233	9	(	(	PUNCT
elements-14909	233	10	)	)	PUNCT
elements-14909	233	11	*	*	PUNCT
elements-14909	234	1	*	*	PUNCT
elements-14909	234	2	%	%	NOUN
elements-14909	234	3	&	&	CCONJ
elements-14909	234	4	'	'	PUNCT
elements-14909	234	5	#	#	SYM
elements-14909	234	6	+	+	NOUN
elements-14909	234	7	)	)	PUNCT
elements-14909	234	8	!	!	PUNCT
elements-14909	234	9	,	,	PUNCT
elements-14909	234	10	“	"	PUNCT
elements-14909	234	11	intel	intel	PROPN
elements-14909	234	12	and	and	CCONJ
elements-14909	234	13	sandia	sandia	PROPN
elements-14909	234	14	national	national	PROPN
elements-14909	234	15	labs	labs	PROPN
elements-14909	234	16	collaborate	collaborate	VERB
elements-14909	234	17	on	on	ADP
elements-14909	234	18	neuromorphic	neuromorphic	ADJ
elements-14909	234	19	computing	computing	NOUN
elements-14909	234	20	.	.	PUNCT
elements-14909	234	21	”	"	PUNCT
elements-14909	235	1	intel	intel	PROPN
elements-14909	235	2	newsroom	newsroom	PROPN
elements-14909	235	3	,	,	PUNCT
elements-14909	235	4	intel	intel	PROPN
elements-14909	235	5	,	,	PUNCT
elements-14909	235	6	2	2	NUM
elements-14909	235	7	oct	oct	NOUN
elements-14909	235	8	.	.	PROPN
elements-14909	235	9	2020	2020	NUM
elements-14909	235	10	,	,	PUNCT
elements-14909	235	11	newsroom.intel.com/news/intel-sandia-national-labsneuromorphic-computing/.	newsroom.intel.com/news/intel-sandia-national-labsneuromorphic-computing/.	PROPN
elements-14909	235	12	“	"	PUNCT
elements-14909	235	13	intel	intel	PROPN
elements-14909	235	14	scales	scale	VERB
elements-14909	235	15	neuromorphic	neuromorphic	ADJ
elements-14909	235	16	research	research	NOUN
elements-14909	235	17	system	system	NOUN
elements-14909	235	18	to	to	ADP
elements-14909	235	19	100	100	NUM
elements-14909	235	20	million	million	NUM
elements-14909	235	21	neurons	neuron	NOUN
elements-14909	235	22	.	.	PUNCT
elements-14909	235	23	”	"	PUNCT
elements-14909	236	1	intel	intel	PROPN
elements-14909	236	2	newsroom	newsroom	PROPN
elements-14909	236	3	,	,	PUNCT
elements-14909	236	4	intel	intel	PROPN
elements-14909	236	5	,	,	PUNCT
elements-14909	236	6	18	18	NUM
elements-14909	236	7	mar	mar	PROPN
elements-14909	236	8	.	.	PROPN
elements-14909	236	9	2020	2020	NUM
elements-14909	236	10	,	,	PUNCT
elements-14909	236	11	newsroom.intel.com/news/intel-scales-neuromorphic-research-system-100-million-neurons/.	newsroom.intel.com/news/intel-scales-neuromorphic-research-system-100-million-neurons/.	NOUN
elements-14909	236	12	“	"	PUNCT
elements-14909	236	13	intel	intel	PROPN
elements-14909	236	14	’s	’s	PART
elements-14909	236	15	pohoiki	pohoiki	PROPN
elements-14909	236	16	beach	beach	NOUN
elements-14909	236	17	,	,	PUNCT
elements-14909	236	18	a	a	DET
elements-14909	236	19	64	64	NUM
elements-14909	236	20	-	-	PUNCT
elements-14909	236	21	chip	chip	NOUN
elements-14909	236	22	neuromorphic	neuromorphic	ADJ
elements-14909	236	23	system	system	NOUN
elements-14909	236	24	,	,	PUNCT
elements-14909	236	25	delivers	deliver	VERB
elements-14909	236	26	breakthrough	breakthrough	ADJ
elements-14909	236	27	results	result	NOUN
elements-14909	236	28	in	in	ADP
elements-14909	236	29	research	research	NOUN
elements-14909	236	30	tests	test	NOUN
elements-14909	236	31	.	.	PUNCT
elements-14909	236	32	”	"	PUNCT
elements-14909	237	1	intel	intel	PROPN
elements-14909	237	2	newsroom	newsroom	PROPN
elements-14909	237	3	,	,	PUNCT
elements-14909	237	4	intel	intel	PROPN
elements-14909	237	5	,	,	PUNCT
elements-14909	237	6	15	15	NUM
elements-14909	237	7	july	july	PROPN
elements-14909	237	8	2019	2019	NUM
elements-14909	237	9	,	,	PUNCT
elements-14909	237	10	newsroom.intel.com/	newsroom.intel.com/	PROPN
elements-14909	237	11	news	news	NOUN
elements-14909	237	12	/	/	SYM
elements-14909	237	13	intels	intel	NOUN
elements-14909	237	14	-	-	PUNCT
elements-14909	237	15	pohoiki	pohoiki	ADJ
elements-14909	237	16	-	-	PUNCT
elements-14909	237	17	beach-64	beach-64	NOUN
elements-14909	237	18	-	-	PUNCT
elements-14909	237	19	chip	chip	NOUN
elements-14909	237	20	-	-	PUNCT
elements-14909	237	21	neuromorphic	neuromorphic	ADJ
elements-14909	237	22	-	-	PUNCT
elements-14909	237	23	system	system	NOUN
elements-14909	237	24	-	-	PUNCT
elements-14909	237	25	delivers	deliver	NOUN
elements-14909	237	26	-	-	PUNCT
elements-14909	237	27	breakthrough	breakthrough	NOUN
elements-14909	237	28	-	-	PUNCT
elements-14909	237	29	results	result	NOUN
elements-14909	237	30	-	-	PUNCT
elements-14909	237	31	research	research	NOUN
elements-14909	237	32	-	-	PUNCT
elements-14909	237	33	tests/.	tests/.	NOUN
elements-14909	237	34	“	"	PUNCT
elements-14909	237	35	loihi	loihi	PROPN
elements-14909	237	36	intel	intel	PROPN
elements-14909	237	37	.	.	PUNCT
elements-14909	237	38	”	"	PUNCT
elements-14909	237	39	wikichip	wikichip	NOUN
elements-14909	237	40	,	,	PUNCT
elements-14909	237	41	15	15	NUM
elements-14909	237	42	july	july	PROPN
elements-14909	237	43	2019	2019	NUM
elements-14909	237	44	,	,	PUNCT
elements-14909	237	45	en.wikichip.org/	en.wikichip.org/	PROPN
elements-14909	237	46	wiki	wiki	NOUN
elements-14909	237	47	/	/	SYM
elements-14909	237	48	intel	intel	PROPN
elements-14909	237	49	/	/	SYM
elements-14909	237	50	loihi	loihi	NOUN
elements-14909	237	51	.	.	PUNCT
elements-14909	238	1	40	40	NUM
elements-14909	238	2	!	!	PUNCT
elements-14909	238	3	"	"	PUNCT
elements-14909	238	4	!	!	PUNCT
elements-14909	239	1	#	#	NOUN
elements-14909	239	2	!	!	PUNCT
elements-14909	239	3	$	$	SYM
elements-14909	239	4	%	%	NOUN
elements-14909	239	5	&	&	CCONJ
elements-14909	239	6	:	:	PUNCT
elements-14909	239	7	:	:	PUNCT
elements-14909	239	8	&	&	CCONJ
elements-14909	239	9	'	'	CCONJ
elements-14909	239	10	(	(	PUNCT
elements-14909	239	11	)	)	PUNCT
elements-14909	240	1	$	$	SYM
elements-14909	240	2	*	*	NUM
elements-14909	240	3	2021	2021	NUM
elements-14909	240	4	*	*	PUNCT
elements-14909	240	5	/-	/-	PUNCT
elements-14909	240	6	"	"	PUNCT
elements-14909	240	7	&	&	CCONJ
elements-14909	240	8	(	(	PUNCT
elements-14909	240	9	6+"7&+8	6+"7&+8	PROPN
elements-14909	240	10	!	!	PUNCT
elements-14909	240	11	"	"	PUNCT
elements-14909	240	12	#	#	NOUN
elements-14909	240	13	$	$	SYM
elements-14909	240	14	%	%	NOUN
elements-14909	240	15	!	!	PUNCT
elements-14909	240	16	!	!	PUNCT
elements-14909	241	1	&	&	CCONJ
elements-14909	241	2	#	#	NOUN
elements-14909	241	3	'	'	PUNCT
elements-14909	241	4	(	(	PUNCT
elements-14909	241	5	!	!	PUNCT
elements-14909	241	6	"	"	PUNCT
elements-14909	241	7	#	#	NOUN
elements-14909	241	8	)	)	PUNCT
elements-14909	241	9	'	'	PUNCT
elements-14909	241	10	*	*	PUNCT
elements-14909	242	1	*	*	PUNCT
elements-14909	242	2	#	#	NOUN
elements-14909	242	3	+	+	NOUN
elements-14909	242	4	'	'	NOUN
elements-14909	242	5	*	*	ADJ
elements-14909	242	6	,	,	PUNCT
elements-14909	242	7	+	+	NOUN
elements-14909	242	8	:	:	PUNCT
elements-14909	242	9	!	!	PUNCT
elements-14909	242	10	"	"	PUNCT
elements-14909	242	11	#	#	NOUN
elements-14909	242	12	)	)	PUNCT
elements-14909	242	13	!	!	PUNCT
elements-14909	242	14	'	'	PUNCT
elements-14909	242	15	-	-	PUNCT
elements-14909	242	16	.	.	PUNCT
elements-14909	242	17	'	'	PUNCT
elements-14909	243	1	(	(	PUNCT
elements-14909	243	2	/,&&,%	/,&&,%	PUNCT
elements-14909	243	3	*	*	PUNCT
elements-14909	244	1	*	*	PUNCT
elements-14909	244	2	+	+	NOUN
elements-14909	244	3	(	(	PUNCT
elements-14909	244	4	%	%	INTJ
elements-14909	244	5	01#%2	01#%2	NOUN
elements-14909	245	1	©	©	PROPN
elements-14909	245	2	creative	creative	ADJ
elements-14909	245	3	centenaries	centenary	NOUN
elements-14909	245	4	.	.	PUNCT
elements-14909	246	1	(	(	PUNCT
elements-14909	246	2	n.d	n.d	PROPN
elements-14909	246	3	.	.	PROPN
elements-14909	246	4	)	)	PUNCT
elements-14909	246	5	.	.	PUNCT
elements-14909	247	1	the	the	DET
elements-14909	247	2	battle	battle	NOUN
elements-14909	247	3	of	of	ADP
elements-14909	247	4	the	the	DET
elements-14909	247	5	somme	somme	NOUN
elements-14909	247	6	comic	comic	ADJ
elements-14909	247	7	:	:	PUNCT
elements-14909	247	8	the	the	DET
elements-14909	247	9	story	story	NOUN
elements-14909	247	10	of	of	ADP
elements-14909	247	11	william	william	PROPN
elements-14909	247	12	mcfadzean	mcfadzean	PROPN
elements-14909	247	13	|	|	PROPN
elements-14909	247	14	ccea	ccea	PROPN
elements-14909	247	15	.	.	PUNCT
elements-14909	248	1	cea	cea	PROPN
elements-14909	248	2	.	.	PROPN
elements-14909	248	3	retrieved	retrieve	VERB
elements-14909	248	4	january	january	PROPN
elements-14909	248	5	19	19	NUM
elements-14909	248	6	,	,	PUNCT
elements-14909	248	7	2022	2022	NUM
elements-14909	248	8	,	,	PUNCT
elements-14909	248	9	from	from	ADP
elements-14909	248	10	https://ccea.org.uk/learning-resources/understanding-1916/creative-centenaries/battle-somme-comic-story-william	https://ccea.org.uk/learning-resources/understanding-1916/creative-centenaries/battle-somme-comic-story-william	PROPN
elements-14909	248	11	13	13	NUM
elements-14909	248	12	15	15	NUM
elements-14909	248	13	28	28	NUM
elements-14909	248	14	28	28	NUM
elements-14909	248	15	28	28	NUM
elements-14909	248	16	28	28	NUM
elements-14909	248	17	29	29	NUM
elements-14909	248	18	29	29	NUM
elements-14909	248	19	(	(	PUNCT
elements-14909	248	20	,	,	PUNCT
elements-14909	248	21	34-	34-	NOUN
elements-14909	248	22	#	#	NOUN
elements-14909	248	23	1	1	NUM
elements-14909	248	24	©	©	PROPN
elements-14909	248	25	originally	originally	ADV
elements-14909	248	26	tweeted	tweet	VERB
elements-14909	248	27	by	by	ADP
elements-14909	248	28	user:@realdonaldtrump	user:@realdonaldtrump	PROPN
elements-14909	248	29	(	(	PUNCT
elements-14909	248	30	account	account	NOUN
elements-14909	248	31	suspended	suspend	VERB
elements-14909	248	32	)	)	PUNCT
elements-14909	248	33	on	on	ADP
elements-14909	248	34	26	26	NUM
elements-14909	248	35	may	may	NOUN
elements-14909	248	36	,	,	PUNCT
elements-14909	248	37	2020	2020	NUM
elements-14909	248	38	.	.	PUNCT
elements-14909	249	1	#	#	NUM
elements-14909	249	2	%	%	NOUN
elements-14909	249	3	)	)	PUNCT
elements-14909	249	4	!	!	PUNCT
elements-14909	250	1	#	#	SYM
elements-14909	250	2	5-'+&%*%!,'2	5-'+&%*%!,'2	NOUN
elements-14909	250	3	'	'	PUNCT
elements-14909	250	4	(	(	PUNCT
elements-14909	250	5	1916	1916	NUM
elements-14909	250	6	©	©	PROPN
elements-14909	250	7	originally	originally	ADV
elements-14909	250	8	uploaded	upload	VERB
elements-14909	250	9	to	to	ADP
elements-14909	250	10	the	the	DET
elements-14909	250	11	english	english	PROPN
elements-14909	250	12	wikipedia	wikipedia	PROPN
elements-14909	250	13	by	by	ADP
elements-14909	250	14	w	w	PROPN
elements-14909	250	15	:	:	PUNCT
elements-14909	250	16	user	user	NOUN
elements-14909	250	17	:	:	PUNCT
elements-14909	250	18	jtdirl	jtdirl	NOUN
elements-14909	250	19	(	(	PUNCT
elements-14909	250	20	https://commons.wikimedia.org/wiki/	https://commons.wikimedia.org/wiki/	DET
elements-14909	250	21	file	file	NOUN
elements-14909	250	22	:	:	PUNCT
elements-14909	250	23	easter_proclamation_of_1916.png	easter_proclamation_of_1916.png	NUM
elements-14909	250	24	)	)	PUNCT
elements-14909	250	25	,	,	PUNCT
elements-14909	250	26	„	„	PUNCT
elements-14909	250	27	easter	easter	NOUN
elements-14909	250	28	proclamation	proclamation	NOUN
elements-14909	250	29	of	of	ADP
elements-14909	250	30	1916	1916	NUM
elements-14909	250	31	“	"	PUNCT
elements-14909	250	32	,	,	PUNCT
elements-14909	250	33	marked	mark	VERB
elements-14909	250	34	as	as	ADP
elements-14909	250	35	public	public	ADJ
elements-14909	250	36	domain	domain	NOUN
elements-14909	250	37	,	,	PUNCT
elements-14909	250	38	more	more	ADJ
elements-14909	250	39	details	detail	NOUN
elements-14909	250	40	on	on	ADP
elements-14909	250	41	wikimedia	wikimedia	NOUN
elements-14909	250	42	commons	common	NOUN
elements-14909	250	43	:	:	PUNCT
elements-14909	250	44	https://commons.wikimedia.org/wiki/template:pd-old	https://commons.wikimedia.org/wiki/template:pd-old	NUM
elements-14909	250	45	(	(	PUNCT
elements-14909	250	46	,	,	PUNCT
elements-14909	250	47	34-	34-	NOUN
elements-14909	250	48	#	#	NOUN
elements-14909	250	49	2	2	NUM
elements-14909	250	50	©	©	PROPN
elements-14909	250	51	gdi	gdi	PROPN
elements-14909	250	52	report	report	NOUN
elements-14909	250	53	:	:	PUNCT
elements-14909	250	54	ad	ad	NOUN
elements-14909	250	55	-	-	PUNCT
elements-14909	250	56	funded	fund	VERB
elements-14909	250	57	covid-19	covid-19	PROPN
elements-14909	250	58	disinformation	disinformation	NOUN
elements-14909	250	59	:	:	PUNCT
elements-14909	250	60	money	money	NOUN
elements-14909	250	61	,	,	PUNCT
elements-14909	250	62	brands	brand	NOUN
elements-14909	250	63	,	,	PUNCT
elements-14909	250	64	and	and	CCONJ
elements-14909	250	65	tech	tech	NOUN
elements-14909	250	66	(	(	PUNCT
elements-14909	250	67	https://disinformationindex	https://disinformationindex	NOUN
elements-14909	250	68	.	.	PUNCT
elements-14909	251	1	org	org	PROPN
elements-14909	251	2	/	/	SYM
elements-14909	251	3	wp	wp	PROPN
elements-14909	251	4	-	-	PUNCT
elements-14909	251	5	content	content	NOUN
elements-14909	251	6	/	/	SYM
elements-14909	251	7	uploads/2020/07	uploads/2020/07	ADJ
elements-14909	251	8	/	/	SYM
elements-14909	251	9	gdi_ad	gdi_ad	ADV
elements-14909	251	10	-	-	PUNCT
elements-14909	251	11	funded	fund	VERB
elements-14909	251	12	-	-	PUNCT
elements-14909	251	13	covid-19	covid-19	PROPN
elements-14909	251	14	-	-	PUNCT
elements-14909	251	15	disinformation-1.pdf	disinformation-1.pdf	PROPN
elements-14909	251	16	)	)	PUNCT
elements-14909	251	17	,	,	PUNCT
elements-14909	251	18	„	„	PUNCT
elements-14909	251	19	share	share	NOUN
elements-14909	251	20	of	of	ADP
elements-14909	251	21	ad	ad	NOUN
elements-14909	251	22	revenues	revenue	NOUN
elements-14909	251	23	generated	generate	VERB
elements-14909	251	24	by	by	ADP
elements-14909	251	25	covid	covid	NOUN
elements-14909	251	26	disinfo	disinfo	NOUN
elements-14909	251	27	sites	site	NOUN
elements-14909	251	28	“	"	PUNCT
elements-14909	251	29	.	.	PUNCT
elements-14909	252	1	(	(	PUNCT
elements-14909	252	2	,	,	PUNCT
elements-14909	252	3	34-	34-	NOUN
elements-14909	252	4	#	#	NOUN
elements-14909	252	5	3	3	NUM
elements-14909	252	6	,	,	PUNCT
elements-14909	252	7	5%2	5%2	NUM
elements-14909	252	8	#	#	NOUN
elements-14909	252	9	&	&	CCONJ
elements-14909	252	10	%	%	NOUN
elements-14909	252	11	©	©	PROPN
elements-14909	252	12	originally	originally	ADV
elements-14909	252	13	published	publish	VERB
elements-14909	252	14	in	in	ADP
elements-14909	252	15	bursztyn	bursztyn	PROPN
elements-14909	252	16	,	,	PUNCT
elements-14909	252	17	rao	rao	PROPN
elements-14909	252	18	,	,	PUNCT
elements-14909	252	19	roth	roth	PROPN
elements-14909	252	20	,	,	PUNCT
elements-14909	252	21	yanagaziwa	yanagaziwa	PROPN
elements-14909	252	22	-	-	PUNCT
elements-14909	252	23	drott	drott	NOUN
elements-14909	252	24	:	:	PUNCT
elements-14909	252	25	misinformation	misinformation	NOUN
elements-14909	252	26	during	during	ADP
elements-14909	252	27	a	a	DET
elements-14909	252	28	pandemic	pandemic	ADJ
elements-14909	252	29	(	(	PUNCT
elements-14909	252	30	https://	https://	PROPN
elements-14909	252	31	www.nber.org/papers/w27417	www.nber.org/papers/w27417	PROPN
elements-14909	252	32	)	)	PUNCT
elements-14909	252	33	,	,	PUNCT
elements-14909	252	34	„	„	PUNCT
elements-14909	252	35	rf	rf	NOUN
elements-14909	252	36	estimates	estimate	NOUN
elements-14909	252	37	of	of	ADP
elements-14909	252	38	e4ect	e4ect	ADJ
elements-14909	252	39	of	of	ADP
elements-14909	252	40	di4erential	di4erential	ADJ
elements-14909	252	41	viewership	viewership	NOUN
elements-14909	252	42	on	on	ADP
elements-14909	252	43	cases	case	NOUN
elements-14909	252	44	and	and	CCONJ
elements-14909	252	45	deaths	death	NOUN
elements-14909	252	46	(	(	PUNCT
elements-14909	252	47	extended	extended	ADJ
elements-14909	252	48	)	)	PUNCT
elements-14909	252	49	“	"	PUNCT
elements-14909	252	50	.	.	PUNCT
elements-14909	253	1	(	(	PUNCT
elements-14909	253	2	,	,	PUNCT
elements-14909	253	3	34-	34-	NOUN
elements-14909	253	4	#	#	NOUN
elements-14909	253	5	3	3	NUM
elements-14909	253	6	,	,	PUNCT
elements-14909	253	7	5%2	5%2	NUM
elements-14909	253	8	#	#	NUM
elements-14909	253	9	&	&	CCONJ
elements-14909	253	10	$	$	SYM
elements-14909	253	11	©	©	PROPN
elements-14909	253	12	originally	originally	ADV
elements-14909	253	13	published	publish	VERB
elements-14909	253	14	in	in	ADP
elements-14909	253	15	bursztyn	bursztyn	PROPN
elements-14909	253	16	,	,	PUNCT
elements-14909	253	17	rao	rao	PROPN
elements-14909	253	18	,	,	PUNCT
elements-14909	253	19	roth	roth	PROPN
elements-14909	253	20	,	,	PUNCT
elements-14909	253	21	yanagaziwa	yanagaziwa	PROPN
elements-14909	253	22	-	-	PUNCT
elements-14909	253	23	drott	drott	NOUN
elements-14909	253	24	:	:	PUNCT
elements-14909	253	25	misinformation	misinformation	NOUN
elements-14909	253	26	during	during	ADP
elements-14909	253	27	a	a	DET
elements-14909	253	28	pandemic	pandemic	ADJ
elements-14909	253	29	(	(	PUNCT
elements-14909	253	30	https://	https://	PROPN
elements-14909	253	31	www.nber.org/papers/w27417	www.nber.org/papers/w27417	PROPN
elements-14909	253	32	)	)	PUNCT
elements-14909	253	33	,	,	PUNCT
elements-14909	253	34	„	„	PUNCT
elements-14909	253	35	2sls	2sls	NOUN
elements-14909	253	36	estimates	estimate	NOUN
elements-14909	253	37	of	of	ADP
elements-14909	253	38	e4ect	e4ect	ADJ
elements-14909	253	39	of	of	ADP
elements-14909	253	40	di4erential	di4erential	ADJ
elements-14909	253	41	viewership	viewership	NOUN
elements-14909	253	42	on	on	ADP
elements-14909	253	43	cases	case	NOUN
elements-14909	253	44	and	and	CCONJ
elements-14909	253	45	deaths	death	NOUN
elements-14909	253	46	(	(	PUNCT
elements-14909	253	47	extended	extended	ADJ
elements-14909	253	48	)	)	PUNCT
elements-14909	253	49	“	"	PUNCT
elements-14909	253	50	.	.	PUNCT
elements-14909	254	1	(	(	PUNCT
elements-14909	254	2	,	,	PUNCT
elements-14909	254	3	34-	34-	NOUN
elements-14909	254	4	#	#	NOUN
elements-14909	254	5	4	4	NUM
elements-14909	254	6	,	,	PUNCT
elements-14909	254	7	5%2	5%2	NUM
elements-14909	254	8	#	#	NOUN
elements-14909	254	9	&	&	CCONJ
elements-14909	254	10	%	%	NOUN
elements-14909	254	11	©	©	PROPN
elements-14909	254	12	originally	originally	ADV
elements-14909	254	13	published	publish	VERB
elements-14909	254	14	in	in	ADP
elements-14909	254	15	bursztyn	bursztyn	PROPN
elements-14909	254	16	,	,	PUNCT
elements-14909	254	17	rao	rao	PROPN
elements-14909	254	18	,	,	PUNCT
elements-14909	254	19	roth	roth	PROPN
elements-14909	254	20	,	,	PUNCT
elements-14909	254	21	yanagaziwa	yanagaziwa	PROPN
elements-14909	254	22	-	-	PUNCT
elements-14909	254	23	drott	drott	NOUN
elements-14909	254	24	:	:	PUNCT
elements-14909	254	25	misinformation	misinformation	NOUN
elements-14909	254	26	during	during	ADP
elements-14909	254	27	a	a	DET
elements-14909	254	28	pandemic	pandemic	ADJ
elements-14909	254	29	(	(	PUNCT
elements-14909	254	30	https://	https://	PROPN
elements-14909	254	31	www.nber.org/papers/w27417	www.nber.org/papers/w27417	PROPN
elements-14909	254	32	)	)	PUNCT
elements-14909	254	33	,	,	PUNCT
elements-14909	254	34	„	„	PUNCT
elements-14909	254	35	implied	imply	VERB
elements-14909	254	36	covid-19	covid-19	PROPN
elements-14909	254	37	curves	curve	NOUN
elements-14909	254	38	,	,	PUNCT
elements-14909	254	39	panel	panel	NOUN
elements-14909	254	40	a	a	PRON
elements-14909	254	41	:	:	PUNCT
elements-14909	254	42	estimates	estimate	NOUN
elements-14909	254	43	on	on	ADP
elements-14909	254	44	cases	case	NOUN
elements-14909	254	45	“	"	PUNCT
elements-14909	254	46	.	.	PUNCT
elements-14909	255	1	(	(	PUNCT
elements-14909	255	2	,	,	PUNCT
elements-14909	255	3	34-	34-	NOUN
elements-14909	255	4	#	#	NOUN
elements-14909	255	5	4	4	NUM
elements-14909	255	6	,	,	PUNCT
elements-14909	255	7	5%2	5%2	NUM
elements-14909	255	8	#	#	NUM
elements-14909	255	9	&	&	CCONJ
elements-14909	255	10	$	$	SYM
elements-14909	255	11	©	©	PROPN
elements-14909	255	12	originally	originally	ADV
elements-14909	255	13	published	publish	VERB
elements-14909	255	14	in	in	ADP
elements-14909	255	15	bursztyn	bursztyn	PROPN
elements-14909	255	16	,	,	PUNCT
elements-14909	255	17	rao	rao	PROPN
elements-14909	255	18	,	,	PUNCT
elements-14909	255	19	roth	roth	PROPN
elements-14909	255	20	,	,	PUNCT
elements-14909	255	21	yanagaziwa	yanagaziwa	PROPN
elements-14909	255	22	-	-	PUNCT
elements-14909	255	23	drott	drott	NOUN
elements-14909	255	24	:	:	PUNCT
elements-14909	255	25	misinformation	misinformation	NOUN
elements-14909	255	26	during	during	ADP
elements-14909	255	27	a	a	DET
elements-14909	255	28	pandemic	pandemic	ADJ
elements-14909	255	29	(	(	PUNCT
elements-14909	255	30	https://	https://	PROPN
elements-14909	255	31	www.nber.org/papers/w27417	www.nber.org/papers/w27417	PROPN
elements-14909	255	32	)	)	PUNCT
elements-14909	255	33	,	,	PUNCT
elements-14909	255	34	„	„	PUNCT
elements-14909	255	35	implied	imply	VERB
elements-14909	255	36	covid-19	covid-19	PROPN
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elements-14909	282	10	"	"	PUNCT
elements-14909	282	11	#	#	SYM
elements-14909	282	12	23,2	23,2	NOUN
elements-14909	282	13	#	#	NOUN
elements-14909	282	14	)	)	PUNCT
elements-14909	282	15	©	©	NOUN
elements-14909	282	16	originally	originally	ADV
elements-14909	282	17	published	publish	VERB
elements-14909	282	18	in	in	ADP
elements-14909	282	19	statista	statista	NOUN
elements-14909	282	20	:	:	PUNCT
elements-14909	282	21	market	market	NOUN
elements-14909	282	22	share	share	NOUN
elements-14909	282	23	of	of	ADP
elements-14909	282	24	search	search	NOUN
elements-14909	282	25	engines	engine	NOUN
elements-14909	282	26	in	in	ADP
elements-14909	282	27	the	the	DET
elements-14909	282	28	united	united	PROPN
elements-14909	282	29	states	states	PROPN
elements-14909	282	30	2008	2008	NUM
elements-14909	282	31	-	-	SYM
elements-14909	282	32	2022	2022	NUM
elements-14909	282	33	(	(	PUNCT
elements-14909	282	34	https://	https://	PROPN
elements-14909	282	35	www.statista.com/statistics/267161/market-share-of-search-engines-in-the-united-states	www.statista.com/statistics/267161/market-share-of-search-engines-in-the-united-states	PROPN
elements-14909	282	36	)	)	PUNCT
elements-14909	282	37	.	.	PUNCT
elements-14909	283	1	*	*	PUNCT
elements-14909	283	2	/-	/-	PUNCT
elements-14909	283	3	"	"	PUNCT
elements-14909	283	4	&	&	CCONJ
elements-14909	283	5	(	(	PUNCT
elements-14909	283	6	6+"7&+8	6+"7&+8	PROPN
elements-14909	283	7	+	+	NOUN
elements-14909	283	8	'	'	X
elements-14909	283	9	-5'-%	-5'-%	NUM
elements-14909	283	10	!	!	PUNCT
elements-14909	283	11	#	#	NOUN
elements-14909	283	12	!	!	PUNCT
elements-14909	284	1	#	#	SYM
elements-14909	284	2	+	+	NOUN
elements-14909	284	3	"	"	PUNCT
elements-14909	284	4	2'&'3	2'&'3	NOUN
elements-14909	284	5	.	.	NOUN
elements-14909	284	6	,	,	PUNCT
elements-14909	284	7	2('-*%!,'2	2('-*%!,'2	NUM
elements-14909	284	8	)	)	PUNCT
elements-14909	284	9	#	#	SYM
elements-14909	284	10	-8,+	-8,+	NOUN
elements-14909	284	11	#	#	NOUN
elements-14909	284	12	)	)	PUNCT
elements-14909	284	13	©	©	PROPN
elements-14909	284	14	unpublished	unpublished	ADJ
elements-14909	284	15	tabulation	tabulation	NOUN
elements-14909	284	16	from	from	ADP
elements-14909	284	17	corptech	corptech	PROPN
elements-14909	284	18	database	database	NOUN
elements-14909	284	19	62	62	NUM
elements-14909	285	1	62	62	NUM
elements-14909	285	2	71	71	NUM
elements-14909	285	3	75	75	NUM
elements-14909	285	4	78	78	NUM
elements-14909	285	5	80	80	NUM
elements-14909	285	6	82	82	NUM
elements-14909	285	7	(	(	PUNCT
elements-14909	285	8	,	,	PUNCT
elements-14909	285	9	34-	34-	NOUN
elements-14909	285	10	#	#	NOUN
elements-14909	285	11	1	1	NUM
elements-14909	285	12	©	©	PROPN
elements-14909	285	13	samadi	samadi	NOUN
elements-14909	285	14	,	,	PUNCT
elements-14909	285	15	moradi	moradi	NOUN
elements-14909	285	16	,	,	PUNCT
elements-14909	285	17	moradinazar	moradinazar	PROPN
elements-14909	285	18	,	,	PUNCT
elements-14909	285	19	mostafai	mostafai	NOUN
elements-14909	285	20	,	,	PUNCT
elements-14909	285	21	pasdar	pasdar	PROPN
elements-14909	285	22	:	:	PUNCT
elements-14909	285	23	dietary	dietary	ADJ
elements-14909	285	24	pattern	pattern	NOUN
elements-14909	285	25	in	in	ADP
elements-14909	285	26	relation	relation	NOUN
elements-14909	285	27	to	to	ADP
elements-14909	285	28	the	the	DET
elements-14909	285	29	risk	risk	NOUN
elements-14909	285	30	of	of	ADP
elements-14909	285	31	alzheimer	alzheimer	PROPN
elements-14909	285	32	’s	’s	PART
elements-14909	285	33	disease	disease	NOUN
elements-14909	285	34	:	:	PUNCT
elements-14909	285	35	a	a	DET
elements-14909	285	36	systematic	systematic	ADJ
elements-14909	285	37	review	review	NOUN
elements-14909	285	38	(	(	PUNCT
elements-14909	285	39	https://link.springer.com/article/10.1007/s10072-019-03976-3	https://link.springer.com/article/10.1007/s10072-019-03976-3	PROPN
elements-14909	285	40	)	)	PUNCT
elements-14909	285	41	,	,	PUNCT
elements-14909	285	42	„	„	PUNCT
elements-14909	285	43	figure	figure	NOUN
elements-14909	285	44	2	2	NUM
elements-14909	285	45	:	:	PUNCT
elements-14909	285	46	healthy	healthy	ADJ
elements-14909	285	47	and	and	CCONJ
elements-14909	285	48	unhealthy	unhealthy	ADJ
elements-14909	285	49	diet	diet	NOUN
elements-14909	285	50	in	in	ADP
elements-14909	285	51	relation	relation	NOUN
elements-14909	285	52	to	to	ADP
elements-14909	285	53	ad	ad	NOUN
elements-14909	285	54	.	.	PUNCT
elements-14909	285	55	“	"	PUNCT
elements-14909	285	56	!	!	PUNCT
elements-14909	286	1	"	"	PUNCT
elements-14909	286	2	#	#	NOUN
elements-14909	286	3	$	$	SYM
elements-14909	286	4	-#%90'/2	-#%90'/2	NOUN
elements-14909	286	5	'	'	PUNCT
elements-14909	286	6	(	(	PUNCT
elements-14909	286	7	'	'	PUNCT
elements-14909	286	8	5,2,'2	5,2,'2	NUM
elements-14909	286	9	-#3%-0,23	-#3%-0,23	PUNCT
elements-14909	286	10	$	$	SYM
elements-14909	286	11	-#%9,23	-#%9,23	PROPN
elements-14909	286	12	45	45	NUM
elements-14909	286	13	‘	'	PUNCT
elements-14909	286	14	$	$	NUM
elements-14909	286	15	,	,	PUNCT
elements-14909	286	16	3	3	NUM
elements-14909	286	17	!	!	PUNCT
elements-14909	287	1	#	#	ADP
elements-14909	287	2	+	+	ADJ
elements-14909	287	3	"	"	PUNCT
elements-14909	287	4	’	'	PUNCT
elements-14909	287	5	©	©	PROPN
elements-14909	287	6	statista	statista	NOUN
elements-14909	287	7	:	:	PUNCT
elements-14909	287	8	majority	majority	NOUN
elements-14909	287	9	of	of	ADP
elements-14909	287	10	americans	americans	PROPN
elements-14909	287	11	in	in	ADP
elements-14909	287	12	favor	favor	NOUN
elements-14909	287	13	of	of	ADP
elements-14909	287	14	breaking	break	VERB
elements-14909	287	15	up	up	ADP
elements-14909	287	16	big	big	ADJ
elements-14909	287	17	tech	tech	NOUN
elements-14909	287	18	(	(	PUNCT
elements-14909	287	19	https://www.statista.com/chart/19440/	https://www.statista.com/chart/19440/	PROPN
elements-14909	287	20	survey	survey	NOUN
elements-14909	287	21	-	-	PUNCT
elements-14909	287	22	responses	response	NOUN
elements-14909	287	23	-	-	PUNCT
elements-14909	287	24	breaking	break	VERB
elements-14909	287	25	-	-	PUNCT
elements-14909	287	26	up	up	ADP
elements-14909	287	27	-	-	PUNCT
elements-14909	287	28	big	big	ADJ
elements-14909	287	29	-	-	PUNCT
elements-14909	287	30	tech	tech	NOUN
elements-14909	287	31	)	)	PUNCT
elements-14909	287	32	5'!#2!,%	5'!#2!,%	PROPN
elements-14909	287	33	&	&	CCONJ
elements-14909	287	34	)	)	PUNCT
elements-14909	287	35	,	,	PUNCT
elements-14909	287	36	32%!'-	32%!'-	NUM
elements-14909	287	37	,	,	PUNCT
elements-14909	287	38	#	#	NOUN
elements-14909	287	39	)	)	PUNCT
elements-14909	287	40	,	,	PUNCT
elements-14909	287	41	)	)	PUNCT
elements-14909	287	42	,	,	PUNCT
elements-14909	287	43	32%!'-	32%!'-	NUM
elements-14909	287	44	,	,	PUNCT
elements-14909	287	45	#	#	NOUN
elements-14909	287	46	)	)	PUNCT
elements-14909	287	47	,	,	PUNCT
elements-14909	287	48	%	%	INTJ
elements-14909	287	49	20	20	NUM
elements-14909	287	50	5%-	5%-	NUM
elements-14909	287	51	!	!	PUNCT
elements-14909	287	52	,	,	PUNCT
elements-14909	287	53	#	#	NOUN
elements-14909	287	54	)	)	PUNCT
elements-14909	287	55	!	!	PUNCT
elements-14909	287	56	'	'	PUNCT
elements-14909	287	57	!	!	PUNCT
elements-14909	288	1	"	"	PUNCT
elements-14909	288	2	#	#	NOUN
elements-14909	288	3	%	%	NOUN
elements-14909	288	4	,	,	PUNCT
elements-14909	288	5	,	,	PUNCT
elements-14909	288	6	$	$	SYM
elements-14909	288	7	©	©	PROPN
elements-14909	288	8	l.tak	l.tak	PROPN
elements-14909	288	9	(	(	PUNCT
elements-14909	288	10	https://commons.wikimedia.org/wiki/file:asian_infrastructure_investment_bank_map.svg	https://commons.wikimedia.org/wiki/file:asian_infrastructure_investment_bank_map.svg	NOUN
elements-14909	288	11	)	)	PUNCT
elements-14909	288	12	,	,	PUNCT
elements-14909	288	13	https://creativecommons.org/licenses/by-sa/4.0/legalcode	https://creativecommons.org/licenses/by-sa/4.0/legalcode	PROPN
elements-14909	288	14	+	+	ADJ
elements-14909	288	15	"	"	PUNCT
elements-14909	288	16	,	,	PUNCT
elements-14909	288	17	2	2	NUM
elements-14909	288	18	%	%	NOUN
elements-14909	288	19	’	'	PUNCT
elements-14909	288	20	)	)	PUNCT
elements-14909	289	1	'	'	VERB
elements-14909	289	2	23',23	23',23	NUM
elements-14909	289	3	!	!	PUNCT
elements-14909	290	1	#	#	NOUN
elements-14909	290	2	--,!'-,%	--,!'-,%	NUM
elements-14909	290	3	&	&	CCONJ
elements-14909	290	4	0,)54	0,)54	NOUN
elements-14909	290	5	!	!	PUNCT
elements-14909	290	6	#	#	NOUN
elements-14909	290	7	)	)	PUNCT
elements-14909	290	8	]	]	PUNCT
elements-14909	291	1	©	©	PROPN
elements-14909	291	2	o3ce	o3ce	NOUN
elements-14909	291	3	of	of	ADP
elements-14909	291	4	the	the	DET
elements-14909	291	5	secretary	secretary	PROPN
elements-14909	291	6	of	of	ADP
elements-14909	291	7	defense	defense	PROPN
elements-14909	291	8	(	(	PUNCT
elements-14909	291	9	https://commons.wikimedia.org/wiki/file:china’s_disputed_territories	https://commons.wikimedia.org/wiki/file:china’s_disputed_territorie	NOUN
elements-14909	291	10	.	.	PUNCT
elements-14909	291	11	png	png	PROPN
elements-14909	291	12	)	)	PUNCT
elements-14909	291	13	,	,	PUNCT
elements-14909	291	14	„	„	PUNCT
elements-14909	291	15	china	china	PROPN
elements-14909	291	16	’s	’s	PART
elements-14909	291	17	disputed	dispute	VERB
elements-14909	291	18	territories	territory	NOUN
elements-14909	291	19	“	"	PUNCT
elements-14909	291	20	,	,	PUNCT
elements-14909	291	21	marked	mark	VERB
elements-14909	291	22	as	as	ADP
elements-14909	291	23	public	public	ADJ
elements-14909	291	24	domain	domain	NOUN
elements-14909	291	25	,	,	PUNCT
elements-14909	291	26	more	more	ADJ
elements-14909	291	27	details	detail	NOUN
elements-14909	291	28	on	on	ADP
elements-14909	291	29	wikimedia	wikimedia	NOUN
elements-14909	291	30	commons	common	NOUN
elements-14909	291	31	:	:	PUNCT
elements-14909	291	32	https://	https://	NOUN
elements-14909	291	33	commons.wikimedia.org/wiki/template:pd-us	commons.wikimedia.org/wiki/template:pd-us	PROPN
elements-14909	291	34	4	4	NUM
elements-14909	291	35	)	)	PUNCT
elements-14909	291	36	0#5%-!*#2	0#5%-!*#2	NOUN
elements-14909	291	37	!	!	PUNCT
elements-14909	291	38	'	'	PUNCT
elements-14909	292	1	(	(	PUNCT
elements-14909	292	2	64)!,+	64)!,+	NOUN
elements-14909	292	3	#	#	NOUN
elements-14909	292	4	%	%	NOUN
elements-14909	292	5	*	*	NOUN
elements-14909	292	6	'	'	NUM
elements-14909	292	7	23	23	NUM
elements-14909	292	8	'	'	NOUN
elements-14909	292	9	!	!	PUNCT
elements-14909	293	1	"	"	PUNCT
elements-14909	293	2	#	#	NOUN
elements-14909	293	3	-	-	PUNCT
elements-14909	293	4	)	)	PUNCT
elements-14909	293	5	%	%	NOUN
elements-14909	293	6	22'42+#0	22'42+#0	NUM
elements-14909	293	7	23	23	NUM
elements-14909	294	1	+	+	ADJ
elements-14909	294	2	-,*,2	-,*,2	ADJ
elements-14909	294	3	%	%	NOUN
elements-14909	294	4	&	&	CCONJ
elements-14909	294	5	+	+	ADJ
elements-14909	294	6	"	"	PUNCT
elements-14909	294	7	%	%	INTJ
elements-14909	294	8	-3	-3	INTJ
elements-14909	294	9	#	#	NOUN
elements-14909	294	10	)	)	PUNCT
elements-14909	294	11	©	©	PROPN
elements-14909	294	12	u.s	u.s	PROPN
elements-14909	294	13	.	.	PROPN
elements-14909	294	14	department	department	PROPN
elements-14909	294	15	of	of	ADP
elements-14909	294	16	justice	justice	PROPN
elements-14909	294	17	(	(	PUNCT
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elements-14909	294	19	_	_	PUNCT
elements-14909	295	1	ross,_acting_attorney_general_matthew_whitaker,_homeland_security_secretary_kirstjen_nielsen,_fbi	ross,_acting_attorney_general_matthew_whitaker,_homeland_security_secretary_kirstjen_nielsen,_fbi	PROPN
elements-14909	295	2	_	_	PUNCT
elements-14909	296	1	director_christopher_wray_announces_23_criminal_charges_against_china’s_huawei_&_wanzhou	director_christopher_wray_announces_23_criminal_charges_against_china’s_huawei_&_wanzhou	PUNCT
elements-14909	296	2	_	_	PUNCT
elements-14909	296	3	meng.jpg	meng.jpg	NOUN
elements-14909	296	4	)	)	PUNCT
elements-14909	296	5	,	,	PUNCT
elements-14909	296	6	„	„	PUNCT
elements-14909	296	7	u.s	u.s	PROPN
elements-14909	296	8	.	.	PROPN
elements-14909	296	9	commerce	commerce	PROPN
elements-14909	296	10	secretary	secretary	PROPN
elements-14909	296	11	wilbur	wilbur	PROPN
elements-14909	296	12	ross	ross	PROPN
elements-14909	296	13	,	,	PUNCT
elements-14909	296	14	acting	act	VERB
elements-14909	296	15	attorney	attorney	NOUN
elements-14909	296	16	general	general	PROPN
elements-14909	296	17	matthew	matthew	PROPN
elements-14909	296	18	whitaker	whitaker	PROPN
elements-14909	296	19	,	,	PUNCT
elements-14909	296	20	homeland	homeland	NOUN
elements-14909	296	21	security	security	NOUN
elements-14909	296	22	secretary	secretary	PROPN
elements-14909	296	23	kirstjen	kirstjen	PROPN
elements-14909	296	24	nielsen	nielsen	PROPN
elements-14909	296	25	,	,	PUNCT
elements-14909	296	26	fbi	fbi	PROPN
elements-14909	296	27	director	director	NOUN
elements-14909	296	28	christopher	christopher	PROPN
elements-14909	296	29	wray	wray	PROPN
elements-14909	296	30	announces	announce	VERB
elements-14909	296	31	23	23	NUM
elements-14909	296	32	criminal	criminal	ADJ
elements-14909	296	33	charges	charge	NOUN
elements-14909	296	34	against	against	ADP
elements-14909	296	35	china	china	PROPN
elements-14909	296	36	’s	’s	PART
elements-14909	296	37	huawei	huawei	PROPN
elements-14909	296	38	&	&	CCONJ
elements-14909	296	39	wanzhou	wanzhou	PROPN
elements-14909	296	40	meng	meng	PROPN
elements-14909	296	41	“	"	PUNCT
elements-14909	296	42	,	,	PUNCT
elements-14909	296	43	marked	mark	VERB
elements-14909	296	44	as	as	ADP
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elements-14909	296	46	domain	domain	NOUN
elements-14909	296	47	,	,	PUNCT
elements-14909	296	48	more	more	ADJ
elements-14909	296	49	details	detail	NOUN
elements-14909	296	50	on	on	ADP
elements-14909	296	51	wikimedia	wikimedia	NOUN
elements-14909	296	52	commons	common	NOUN
elements-14909	296	53	:	:	PUNCT
elements-14909	296	54	https://	https://	NOUN
elements-14909	296	55	commons.wikimedia.org/wiki/template:pd-us	commons.wikimedia.org/wiki/template:pd-us	PROPN
elements-14909	296	56	%	%	NOUN
elements-14909	296	57	*	*	PUNCT
elements-14909	296	58	#	#	SYM
elements-14909	296	59	-,+%	-,+%	PROPN
elements-14909	296	60	3&'$%	3&'$%	NUM
elements-14909	296	61	&	&	CCONJ
elements-14909	296	62	!	!	PUNCT
elements-14909	297	1	-%0	-%0	NOUN
elements-14909	297	2	#	#	NOUN
elements-14909	297	3	0#(,+	0#(,+	NOUN
elements-14909	297	4	,	,	PUNCT
elements-14909	297	5	!	!	PUNCT
elements-14909	298	1	©	©	PROPN
elements-14909	298	2	statista	statista	NOUN
elements-14909	298	3	:	:	PUNCT
elements-14909	298	4	u.s	u.s	PROPN
elements-14909	298	5	.	.	PROPN
elements-14909	298	6	trade	trade	NOUN
elements-14909	298	7	deficit	deficit	NOUN
elements-14909	298	8	in	in	ADP
elements-14909	298	9	goods	good	NOUN
elements-14909	298	10	reaches	reach	VERB
elements-14909	298	11	record	record	NOUN
elements-14909	298	12	high	high	ADJ
elements-14909	298	13	,	,	PUNCT
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elements-14909	298	16	)	)	PUNCT
elements-14909	298	17	.	.	PUNCT
elements-14909	299	1	98	98	NUM
elements-14909	300	1	+	+	ADJ
elements-14909	300	2	"	"	PUNCT
elements-14909	300	3	%	%	ADJ
elements-14909	300	4	-	-	PUNCT
elements-14909	300	5	&	&	CCONJ
elements-14909	300	6	#	#	NOUN
elements-14909	300	7	)	)	PUNCT
elements-14909	301	1	+	+	NOUN
elements-14909	301	2	'	'	NUM
elements-14909	301	3	43"&,2	43"&,2	NUM
elements-14909	301	4	,	,	PUNCT
elements-14909	301	5	&	&	CCONJ
elements-14909	301	6	#	#	SYM
elements-14909	301	7	%	%	NOUN
elements-14909	301	8	0	0	NUM
elements-14909	301	9	#	#	NOUN
elements-14909	301	10	'	'	PUNCT
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elements-14909	301	13	"	"	PUNCT
elements-14909	301	14	#	#	NOUN
elements-14909	301	15	+	+	NOUN
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elements-14909	302	1	©	©	PROPN
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elements-14909	302	9	„	„	PUNCT
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elements-14909	302	11	“	"	PUNCT
elements-14909	302	12	,	,	PUNCT
elements-14909	302	13	marked	mark	VERB
elements-14909	302	14	as	as	ADP
elements-14909	302	15	public	public	ADJ
elements-14909	302	16	domain	domain	NOUN
elements-14909	302	17	,	,	PUNCT
elements-14909	302	18	more	more	ADJ
elements-14909	302	19	details	detail	NOUN
elements-14909	302	20	on	on	ADP
elements-14909	302	21	wikimedia	wikimedia	NOUN
elements-14909	302	22	commons	common	NOUN
elements-14909	302	23	:	:	PUNCT
elements-14909	302	24	https://commons.wikimedia.org/wiki/template:pd-us	https://commons.wikimedia.org/wiki/template:pd-us	NOUN
elements-14909	302	25	100	100	NUM
elements-14909	302	26	3#-*%2	3#-*%2	NUM
elements-14909	302	27	%	%	NOUN
elements-14909	302	28	*	*	PUNCT
elements-14909	302	29	#	#	SYM
elements-14909	302	30	-,+%2	-,+%2	ADP
elements-14909	302	31	$	$	SYM
elements-14909	302	32	420	420	NUM
elements-14909	302	33	-%	-%	PROPN
elements-14909	302	34	&	&	CCONJ
elements-14909	302	35	&	&	CCONJ
elements-14909	302	36	.	.	PROPN
elements-14909	302	37	,	,	PUNCT
elements-14909	302	38	2#/	2#/	PROPN
elements-14909	302	39	.'-9	.'-9	NUM
elements-14909	302	40	,	,	PUNCT
elements-14909	302	41	*	*	PUNCT
elements-14909	302	42	%	%	NOUN
elements-14909	302	43	0,)'2	0,)'2	NUM
elements-14909	302	44	)	)	PUNCT
elements-14909	302	45	74%-	74%-	NUM
elements-14909	302	46	#	#	NOUN
elements-14909	302	47	3%-#2	3%-#2	NUM
elements-14909	302	48	,	,	PUNCT
elements-14909	302	49	(	(	PUNCT
elements-14909	302	50	#	#	SYM
elements-14909	302	51	$	$	SYM
elements-14909	302	52	1939	1939	NUM
elements-14909	302	53	©	©	PROPN
elements-14909	302	54	department	department	PROPN
elements-14909	302	55	of	of	ADP
elements-14909	302	56	defense	defense	PROPN
elements-14909	302	57	.	.	PUNCT
elements-14909	303	1	department	department	NOUN
elements-14909	303	2	of	of	ADP
elements-14909	303	3	the	the	DET
elements-14909	303	4	army	army	NOUN
elements-14909	303	5	.	.	PUNCT
elements-14909	304	1	o3ce	o3ce	NOUN
elements-14909	304	2	of	of	ADP
elements-14909	304	3	the	the	DET
elements-14909	304	4	chief	chief	ADJ
elements-14909	304	5	signal	signal	NOUN
elements-14909	304	6	o3cer	o3cer	NOUN
elements-14909	304	7	.	.	PUNCT
elements-14909	305	1	(	(	PUNCT
elements-14909	305	2	09/18/1947	09/18/1947	NUM
elements-14909	305	3	02/28/1964	02/28/1964	NUM
elements-14909	305	4	)	)	PUNCT
elements-14909	305	5	;	;	PUNCT
elements-14909	305	6	arc	arc	NOUN
elements-14909	305	7	identifier	identifier	NOUN
elements-14909	305	8	36068	36068	NUM
elements-14909	305	9	/	/	SYM
elements-14909	305	10	local	local	ADJ
elements-14909	305	11	identifier	identifier	NOUN
elements-14909	305	12	111	111	NUM
elements-14909	305	13	-	-	PUNCT
elements-14909	305	14	of-2	of-2	NUM
elements-14909	305	15	1943	1943	NUM
elements-14909	305	16	(	(	PUNCT
elements-14909	305	17	https://commons.wikimedia.org/wiki/	https://commons.wikimedia.org/wiki/	NOUN
elements-14909	305	18	file	file	NOUN
elements-14909	305	19	:	:	PUNCT
elements-14909	305	20	nazi_strike_2.jpg	nazi_strike_2.jpg	NUM
elements-14909	305	21	)	)	PUNCT
elements-14909	305	22	,	,	PUNCT
elements-14909	305	23	„	„	PUNCT
elements-14909	305	24	nazi	nazi	NOUN
elements-14909	305	25	strike	strike	VERB
elements-14909	305	26	2	2	NUM
elements-14909	305	27	“	"	PUNCT
elements-14909	305	28	,	,	PUNCT
elements-14909	305	29	marked	mark	VERB
elements-14909	305	30	as	as	ADP
elements-14909	305	31	public	public	ADJ
elements-14909	305	32	domain	domain	NOUN
elements-14909	305	33	,	,	PUNCT
elements-14909	305	34	more	more	ADJ
elements-14909	305	35	details	detail	NOUN
elements-14909	305	36	on	on	ADP
elements-14909	305	37	wikimedia	wikimedia	NOUN
elements-14909	305	38	commons	common	NOUN
elements-14909	305	39	:	:	PUNCT
elements-14909	305	40	https://commons.wikimedia.org/wiki/template:pd-us	https://commons.wikimedia.org/wiki/template:pd-us	NOUN