id	sid	tid	token	lemma	pos
1j92g734d13	1	1	it	it	PRON
1j92g734d13	1	2	is	be	AUX
1j92g734d13	1	3	well	well	ADV
1j92g734d13	1	4	known	know	VERB
1j92g734d13	1	5	that	that	SCONJ
1j92g734d13	1	6	cmos	cmos	NOUN
1j92g734d13	1	7	scaling	scaling	NOUN
1j92g734d13	1	8	trends	trend	NOUN
1j92g734d13	1	9	are	be	AUX
1j92g734d13	1	10	now	now	ADV
1j92g734d13	1	11	accompanied	accompany	VERB
1j92g734d13	1	12	by	by	ADP
1j92g734d13	1	13	less	less	ADV
1j92g734d13	1	14	desirable	desirable	ADJ
1j92g734d13	1	15	byproducts	byproduct	NOUN
1j92g734d13	1	16	such	such	ADJ
1j92g734d13	1	17	as	as	ADP
1j92g734d13	1	18	increased	increase	VERB
1j92g734d13	1	19	energy	energy	NOUN
1j92g734d13	1	20	dissipation	dissipation	NOUN
1j92g734d13	1	21	.	.	PUNCT
1j92g734d13	2	1	to	to	PART
1j92g734d13	2	2	combat	combat	VERB
1j92g734d13	2	3	the	the	DET
1j92g734d13	2	4	aforementioned	aforementioned	ADJ
1j92g734d13	2	5	challenges	challenge	NOUN
1j92g734d13	2	6	,	,	PUNCT
1j92g734d13	2	7	solutions	solution	NOUN
1j92g734d13	2	8	are	be	AUX
1j92g734d13	2	9	sought	seek	VERB
1j92g734d13	2	10	at	at	ADP
1j92g734d13	2	11	both	both	CCONJ
1j92g734d13	2	12	the	the	DET
1j92g734d13	2	13	device	device	NOUN
1j92g734d13	2	14	and	and	CCONJ
1j92g734d13	2	15	architectural	architectural	ADJ
1j92g734d13	2	16	levels	level	NOUN
1j92g734d13	2	17	.	.	PUNCT
1j92g734d13	3	1	with	with	ADP
1j92g734d13	3	2	this	this	DET
1j92g734d13	3	3	context	context	NOUN
1j92g734d13	3	4	,	,	PUNCT
1j92g734d13	3	5	this	this	DET
1j92g734d13	3	6	work	work	NOUN
1j92g734d13	3	7	focuses	focus	VERB
1j92g734d13	3	8	on	on	ADP
1j92g734d13	3	9	developing	develop	VERB
1j92g734d13	3	10	a	a	DET
1j92g734d13	3	11	systematic	systematic	ADJ
1j92g734d13	3	12	circuit	circuit	NOUN
1j92g734d13	3	13	design	design	NOUN
1j92g734d13	3	14	methodology	methodology	NOUN
1j92g734d13	3	15	for	for	ADP
1j92g734d13	3	16	nanomagnet	nanomagnet	ADJ
1j92g734d13	3	17	logic	logic	NOUN
1j92g734d13	3	18	(	(	PUNCT
1j92g734d13	3	19	nml	nml	NOUN
1j92g734d13	3	20	)	)	PUNCT
1j92g734d13	3	21	devices	device	NOUN
1j92g734d13	3	22	,	,	PUNCT
1j92g734d13	3	23	and	and	CCONJ
1j92g734d13	3	24	exploring	explore	VERB
1j92g734d13	3	25	the	the	DET
1j92g734d13	3	26	benefits	benefit	NOUN
1j92g734d13	3	27	of	of	ADP
1j92g734d13	3	28	utilizing	utilize	VERB
1j92g734d13	3	29	beyond	beyond	ADP
1j92g734d13	3	30	-	-	PUNCT
1j92g734d13	3	31	cmos	cmos	NOUN
1j92g734d13	3	32	emerging	emerge	VERB
1j92g734d13	3	33	transistors	transistor	NOUN
1j92g734d13	3	34	to	to	PART
1j92g734d13	3	35	process	process	VERB
1j92g734d13	3	36	information	information	NOUN
1j92g734d13	3	37	with	with	ADP
1j92g734d13	3	38	the	the	DET
1j92g734d13	3	39	non	non	ADJ
1j92g734d13	3	40	-	-	ADJ
1j92g734d13	3	41	binary	binary	ADJ
1j92g734d13	3	42	/	/	SYM
1j92g734d13	3	43	non	non	ADJ
1j92g734d13	3	44	-	-	ADJ
1j92g734d13	3	45	von	von	PROPN
1j92g734d13	3	46	neumann	neumann	PROPN
1j92g734d13	3	47	computer	computer	NOUN
1j92g734d13	3	48	architecture	architecture	NOUN
1j92g734d13	3	49	of	of	ADP
1j92g734d13	3	50	cellular	cellular	ADJ
1j92g734d13	3	51	neural	neural	ADJ
1j92g734d13	3	52	networks	network	NOUN
1j92g734d13	3	53	(	(	PUNCT
1j92g734d13	3	54	cnns).nanomagnet	cnns).nanomagnet	NOUN
1j92g734d13	3	55	logic	logic	NOUN
1j92g734d13	3	56	(	(	PUNCT
1j92g734d13	3	57	nml	nml	PROPN
1j92g734d13	3	58	)	)	PUNCT
1j92g734d13	3	59	is	be	AUX
1j92g734d13	3	60	a	a	DET
1j92g734d13	3	61	device	device	NOUN
1j92g734d13	3	62	architecture	architecture	NOUN
1j92g734d13	3	63	that	that	PRON
1j92g734d13	3	64	performs	perform	VERB
1j92g734d13	3	65	logic	logic	NOUN
1j92g734d13	3	66	operations	operation	NOUN
1j92g734d13	3	67	through	through	ADP
1j92g734d13	3	68	fringing	fringe	VERB
1j92g734d13	3	69	field	field	NOUN
1j92g734d13	3	70	interactions	interaction	NOUN
1j92g734d13	3	71	between	between	ADP
1j92g734d13	3	72	nano	nano	NOUN
1j92g734d13	3	73	-	-	PUNCT
1j92g734d13	3	74	scale	scale	NOUN
1j92g734d13	3	75	magnets	magnet	NOUN
1j92g734d13	3	76	.	.	PUNCT
1j92g734d13	4	1	the	the	DET
1j92g734d13	4	2	design	design	NOUN
1j92g734d13	4	3	space	space	NOUN
1j92g734d13	4	4	for	for	ADP
1j92g734d13	4	5	nml	nml	NOUN
1j92g734d13	4	6	circuits	circuit	NOUN
1j92g734d13	4	7	is	be	AUX
1j92g734d13	4	8	large	large	ADJ
1j92g734d13	4	9	and	and	CCONJ
1j92g734d13	4	10	so	so	ADV
1j92g734d13	4	11	far	far	ADV
1j92g734d13	4	12	there	there	PRON
1j92g734d13	4	13	exists	exist	VERB
1j92g734d13	4	14	no	no	DET
1j92g734d13	4	15	systematic	systematic	ADJ
1j92g734d13	4	16	approach	approach	NOUN
1j92g734d13	4	17	for	for	ADP
1j92g734d13	4	18	determining	determine	VERB
1j92g734d13	4	19	the	the	DET
1j92g734d13	4	20	parameter	parameter	NOUN
1j92g734d13	4	21	values	value	NOUN
1j92g734d13	4	22	(	(	PUNCT
1j92g734d13	4	23	e.g.	e.g.	ADJ
1j92g734d13	4	24	,	,	PUNCT
1j92g734d13	4	25	device	device	NOUN
1j92g734d13	4	26	-	-	PUNCT
1j92g734d13	4	27	to	to	ADP
1j92g734d13	4	28	-	-	PUNCT
1j92g734d13	4	29	device	device	NOUN
1j92g734d13	4	30	spacings	spacing	NOUN
1j92g734d13	4	31	,	,	PUNCT
1j92g734d13	4	32	clocking	clock	VERB
1j92g734d13	4	33	field	field	NOUN
1j92g734d13	4	34	strength	strength	NOUN
1j92g734d13	4	35	etc	etc	X
1j92g734d13	4	36	.	.	PUNCT
1j92g734d13	4	37	)	)	PUNCT
1j92g734d13	4	38	to	to	PART
1j92g734d13	4	39	generate	generate	VERB
1j92g734d13	4	40	a	a	DET
1j92g734d13	4	41	predictable	predictable	ADJ
1j92g734d13	4	42	design	design	NOUN
1j92g734d13	4	43	solution	solution	NOUN
1j92g734d13	4	44	.	.	PUNCT
1j92g734d13	5	1	this	this	DET
1j92g734d13	5	2	work	work	NOUN
1j92g734d13	5	3	presents	present	VERB
1j92g734d13	5	4	a	a	DET
1j92g734d13	5	5	formal	formal	ADJ
1j92g734d13	5	6	methodology	methodology	NOUN
1j92g734d13	5	7	for	for	ADP
1j92g734d13	5	8	designing	design	VERB
1j92g734d13	5	9	nml	nml	NOUN
1j92g734d13	5	10	circuits	circuit	NOUN
1j92g734d13	5	11	that	that	PRON
1j92g734d13	5	12	marshals	marshal	VERB
1j92g734d13	5	13	the	the	DET
1j92g734d13	5	14	design	design	NOUN
1j92g734d13	5	15	parameters	parameter	NOUN
1j92g734d13	5	16	to	to	PART
1j92g734d13	5	17	generate	generate	VERB
1j92g734d13	5	18	a	a	DET
1j92g734d13	5	19	layout	layout	NOUN
1j92g734d13	5	20	that	that	PRON
1j92g734d13	5	21	is	be	AUX
1j92g734d13	5	22	guaranteed	guarantee	VERB
1j92g734d13	5	23	to	to	PART
1j92g734d13	5	24	evolve	evolve	VERB
1j92g734d13	5	25	correctly	correctly	ADV
1j92g734d13	5	26	in	in	ADP
1j92g734d13	5	27	time	time	NOUN
1j92g734d13	5	28	at	at	ADP
1j92g734d13	5	29	0k	0k	NUM
1j92g734d13	5	30	.	.	PUNCT
1j92g734d13	6	1	the	the	DET
1j92g734d13	6	2	approach	approach	NOUN
1j92g734d13	6	3	is	be	AUX
1j92g734d13	6	4	further	far	ADV
1j92g734d13	6	5	augmented	augment	VERB
1j92g734d13	6	6	to	to	PART
1j92g734d13	6	7	identify	identify	VERB
1j92g734d13	6	8	functional	functional	ADJ
1j92g734d13	6	9	design	design	NOUN
1j92g734d13	6	10	targets	target	NOUN
1j92g734d13	6	11	when	when	SCONJ
1j92g734d13	6	12	considering	consider	VERB
1j92g734d13	6	13	thermal	thermal	ADJ
1j92g734d13	6	14	noise	noise	NOUN
1j92g734d13	6	15	associated	associate	VERB
1j92g734d13	6	16	with	with	ADP
1j92g734d13	6	17	higher	high	ADJ
1j92g734d13	6	18	temperatures.a	temperatures.a	NOUN
1j92g734d13	6	19	cellular	cellular	ADJ
1j92g734d13	6	20	neural	neural	ADJ
1j92g734d13	6	21	network	network	NOUN
1j92g734d13	6	22	(	(	PUNCT
1j92g734d13	6	23	cnn	cnn	PROPN
1j92g734d13	6	24	)	)	PUNCT
1j92g734d13	6	25	is	be	AUX
1j92g734d13	6	26	a	a	DET
1j92g734d13	6	27	highly	highly	ADV
1j92g734d13	6	28	-	-	PUNCT
1j92g734d13	6	29	parallel	parallel	ADJ
1j92g734d13	6	30	,	,	PUNCT
1j92g734d13	6	31	analog	analog	NOUN
1j92g734d13	6	32	processor	processor	NOUN
1j92g734d13	6	33	that	that	PRON
1j92g734d13	6	34	can	can	AUX
1j92g734d13	6	35	significantly	significantly	ADV
1j92g734d13	6	36	outperform	outperform	VERB
1j92g734d13	6	37	von	von	PROPN
1j92g734d13	6	38	neumann	neumann	PROPN
1j92g734d13	6	39	architectures	architecture	NOUN
1j92g734d13	6	40	for	for	ADP
1j92g734d13	6	41	certain	certain	ADJ
1j92g734d13	6	42	classes	class	NOUN
1j92g734d13	6	43	of	of	ADP
1j92g734d13	6	44	problems	problem	NOUN
1j92g734d13	6	45	.	.	PUNCT
1j92g734d13	7	1	this	this	DET
1j92g734d13	7	2	work	work	NOUN
1j92g734d13	7	3	shows	show	VERB
1j92g734d13	7	4	that	that	SCONJ
1j92g734d13	7	5	emerging	emerge	VERB
1j92g734d13	7	6	technologies	technology	NOUN
1j92g734d13	7	7	like	like	ADP
1j92g734d13	7	8	tunneling	tunneling	NOUN
1j92g734d13	7	9	field	field	NOUN
1j92g734d13	7	10	effect	effect	NOUN
1j92g734d13	7	11	transistors	transistor	NOUN
1j92g734d13	7	12	(	(	PUNCT
1j92g734d13	7	13	tfets	tfets	X
1j92g734d13	7	14	)	)	PUNCT
1j92g734d13	7	15	can	can	AUX
1j92g734d13	7	16	be	be	AUX
1j92g734d13	7	17	successfully	successfully	ADV
1j92g734d13	7	18	employed	employ	VERB
1j92g734d13	7	19	in	in	ADP
1j92g734d13	7	20	cnns	cnn	NOUN
1j92g734d13	7	21	to	to	PART
1j92g734d13	7	22	solve	solve	VERB
1j92g734d13	7	23	binary	binary	ADJ
1j92g734d13	7	24	classification	classification	NOUN
1j92g734d13	7	25	problems	problem	NOUN
1j92g734d13	7	26	.	.	PUNCT
1j92g734d13	8	1	such	such	ADJ
1j92g734d13	8	2	systems	system	NOUN
1j92g734d13	8	3	provide	provide	VERB
1j92g734d13	8	4	significant	significant	ADJ
1j92g734d13	8	5	power	power	NOUN
1j92g734d13	8	6	savings	saving	NOUN
1j92g734d13	8	7	when	when	SCONJ
1j92g734d13	8	8	compared	compare	VERB
1j92g734d13	8	9	to	to	ADP
1j92g734d13	8	10	the	the	DET
1j92g734d13	8	11	conventional	conventional	ADJ
1j92g734d13	8	12	resistor	resistor	NOUN
1j92g734d13	8	13	-	-	PUNCT
1j92g734d13	8	14	based	base	VERB
1j92g734d13	8	15	cnn	cnn	PROPN
1j92g734d13	8	16	.	.	PUNCT
1j92g734d13	9	1	moreover	moreover	ADV
1j92g734d13	9	2	,	,	PUNCT
1j92g734d13	9	3	tfet	tfet	NOUN
1j92g734d13	9	4	-	-	PUNCT
1j92g734d13	9	5	based	base	VERB
1j92g734d13	9	6	cnn	cnn	PROPN
1j92g734d13	9	7	reduces	reduce	VERB
1j92g734d13	9	8	implementation	implementation	NOUN
1j92g734d13	9	9	footprints	footprint	NOUN
1j92g734d13	9	10	by	by	ADP
1j92g734d13	9	11	eliminating	eliminate	VERB
1j92g734d13	9	12	the	the	DET
1j92g734d13	9	13	hardware	hardware	NOUN
1j92g734d13	9	14	required	require	VERB
1j92g734d13	9	15	to	to	PART
1j92g734d13	9	16	realize	realize	VERB
1j92g734d13	9	17	output	output	NOUN
1j92g734d13	9	18	transfer	transfer	NOUN
1j92g734d13	9	19	functions.it	functions.it	NUM
1j92g734d13	9	20	is	be	AUX
1j92g734d13	9	21	also	also	ADV
1j92g734d13	9	22	shown	show	VERB
1j92g734d13	9	23	how	how	SCONJ
1j92g734d13	9	24	emerging	emerge	VERB
1j92g734d13	9	25	,	,	PUNCT
1j92g734d13	9	26	beyond	beyond	ADP
1j92g734d13	9	27	-	-	PUNCT
1j92g734d13	9	28	cmos	cmos	NOUN
1j92g734d13	9	29	devices	device	NOUN
1j92g734d13	9	30	could	could	AUX
1j92g734d13	9	31	help	help	VERB
1j92g734d13	9	32	to	to	PART
1j92g734d13	9	33	further	far	ADV
1j92g734d13	9	34	enhance	enhance	VERB
1j92g734d13	9	35	the	the	DET
1j92g734d13	9	36	capabilities	capability	NOUN
1j92g734d13	9	37	of	of	ADP
1j92g734d13	9	38	cnns	cnn	NOUN
1j92g734d13	9	39	,	,	PUNCT
1j92g734d13	9	40	particularly	particularly	ADV
1j92g734d13	9	41	for	for	ADP
1j92g734d13	9	42	solving	solve	VERB
1j92g734d13	9	43	problems	problem	NOUN
1j92g734d13	9	44	with	with	ADP
1j92g734d13	9	45	non	non	ADJ
1j92g734d13	9	46	-	-	ADJ
1j92g734d13	9	47	binary	binary	ADJ
1j92g734d13	9	48	outputs	output	NOUN
1j92g734d13	9	49	.	.	PUNCT
1j92g734d13	10	1	cnns	cnn	NOUN
1j92g734d13	10	2	based	base	VERB
1j92g734d13	10	3	on	on	ADP
1j92g734d13	10	4	devices	device	NOUN
1j92g734d13	10	5	such	such	ADJ
1j92g734d13	10	6	as	as	ADP
1j92g734d13	10	7	graphene	graphene	NOUN
1j92g734d13	10	8	transistors	transistor	NOUN
1j92g734d13	10	9	–	–	PUNCT
1j92g734d13	10	10	with	with	ADP
1j92g734d13	10	11	multiple	multiple	ADJ
1j92g734d13	10	12	steep	steep	ADJ
1j92g734d13	10	13	current	current	ADJ
1j92g734d13	10	14	growth	growth	NOUN
1j92g734d13	10	15	regions	region	NOUN
1j92g734d13	10	16	separated	separate	VERB
1j92g734d13	10	17	by	by	ADP
1j92g734d13	10	18	negative	negative	ADJ
1j92g734d13	10	19	differential	differential	ADJ
1j92g734d13	10	20	resistance	resistance	NOUN
1j92g734d13	10	21	(	(	PUNCT
1j92g734d13	10	22	ndr	ndr	PROPN
1j92g734d13	10	23	)	)	PUNCT
1j92g734d13	10	24	in	in	ADP
1j92g734d13	10	25	their	their	PRON
1j92g734d13	10	26	i	i	NOUN
1j92g734d13	10	27	-	-	PUNCT
1j92g734d13	10	28	v	v	NOUN
1j92g734d13	10	29	characteristics	characteristic	NOUN
1j92g734d13	10	30	–	–	PUNCT
1j92g734d13	10	31	could	could	AUX
1j92g734d13	10	32	be	be	AUX
1j92g734d13	10	33	used	use	VERB
1j92g734d13	10	34	to	to	PART
1j92g734d13	10	35	recognize	recognize	VERB
1j92g734d13	10	36	multiple	multiple	ADJ
1j92g734d13	10	37	patterns	pattern	NOUN
1j92g734d13	10	38	simultaneously	simultaneously	ADV
1j92g734d13	10	39	,	,	PUNCT
1j92g734d13	10	40	(	(	PUNCT
1j92g734d13	10	41	this	this	PRON
1j92g734d13	10	42	would	would	AUX
1j92g734d13	10	43	require	require	VERB
1j92g734d13	10	44	multiple	multiple	ADJ
1j92g734d13	10	45	steps	step	NOUN
1j92g734d13	10	46	given	give	VERB
1j92g734d13	10	47	a	a	DET
1j92g734d13	10	48	conventional	conventional	ADJ
1j92g734d13	10	49	,	,	PUNCT
1j92g734d13	10	50	binary	binary	ADJ
1j92g734d13	10	51	cnn	cnn	NOUN
1j92g734d13	10	52	.	.	PUNCT
1j92g734d13	10	53	)	)	PUNCT
1j92g734d13	11	1	also	also	ADV
1j92g734d13	11	2	,	,	PUNCT
1j92g734d13	11	3	a	a	DET
1j92g734d13	11	4	circuit	circuit	NOUN
1j92g734d13	11	5	built	build	VERB
1j92g734d13	11	6	from	from	ADP
1j92g734d13	11	7	tfets	tfet	NOUN
1j92g734d13	11	8	is	be	AUX
1j92g734d13	11	9	used	use	VERB
1j92g734d13	11	10	in	in	ADP
1j92g734d13	11	11	cnn	cnn	PROPN
1j92g734d13	11	12	to	to	PART
1j92g734d13	11	13	perform	perform	VERB
1j92g734d13	11	14	similar	similar	ADJ
1j92g734d13	11	15	tasks	task	NOUN
1j92g734d13	11	16	.	.	PUNCT
1j92g734d13	12	1	with	with	ADP
1j92g734d13	12	2	this	this	DET
1j92g734d13	12	3	approach	approach	NOUN
1j92g734d13	12	4	,	,	PUNCT
1j92g734d13	12	5	more	more	ADV
1j92g734d13	12	6	"	"	PUNCT
1j92g734d13	12	7	exotic	exotic	ADJ
1j92g734d13	12	8	"	"	PUNCT
1j92g734d13	12	9	device	device	NOUN
1j92g734d13	12	10	i	i	PROPN
1j92g734d13	12	11	-	-	PUNCT
1j92g734d13	12	12	v	v	NOUN
1j92g734d13	12	13	characteristics	characteristic	NOUN
1j92g734d13	12	14	are	be	AUX
1j92g734d13	12	15	not	not	PART
1j92g734d13	12	16	required	require	VERB
1j92g734d13	12	17	–	–	PUNCT
1j92g734d13	12	18	which	which	PRON
1j92g734d13	12	19	should	should	AUX
1j92g734d13	12	20	be	be	AUX
1j92g734d13	12	21	an	an	DET
1j92g734d13	12	22	asset	asset	NOUN
1j92g734d13	12	23	when	when	SCONJ
1j92g734d13	12	24	considering	consider	VERB
1j92g734d13	12	25	issues	issue	NOUN
1j92g734d13	12	26	such	such	ADJ
1j92g734d13	12	27	as	as	ADP
1j92g734d13	12	28	cell	cell	NOUN
1j92g734d13	12	29	-	-	PUNCT
1j92g734d13	12	30	to	to	ADP
1j92g734d13	12	31	-	-	PUNCT
1j92g734d13	12	32	cell	cell	NOUN
1j92g734d13	12	33	mismatch	mismatch	NOUN
1j92g734d13	12	34	,	,	PUNCT
1j92g734d13	12	35	etc	etc	X
1j92g734d13	12	36	.	.	X
1j92g734d13	13	1	as	as	ADP
1j92g734d13	13	2	a	a	DET
1j92g734d13	13	3	case	case	NOUN
1j92g734d13	13	4	study	study	NOUN
1j92g734d13	13	5	,	,	PUNCT
1j92g734d13	13	6	a	a	DET
1j92g734d13	13	7	cnn	cnn	NOUN
1j92g734d13	13	8	-	-	PUNCT
1j92g734d13	13	9	cell	cell	NOUN
1j92g734d13	13	10	design	design	NOUN
1j92g734d13	13	11	is	be	AUX
1j92g734d13	13	12	presented	present	VERB
1j92g734d13	13	13	that	that	PRON
1j92g734d13	13	14	employs	employ	VERB
1j92g734d13	13	15	tfet	tfet	NOUN
1j92g734d13	13	16	-	-	PUNCT
1j92g734d13	13	17	based	base	VERB
1j92g734d13	13	18	circuitry	circuitry	NOUN
1j92g734d13	13	19	to	to	PART
1j92g734d13	13	20	realize	realize	VERB
1j92g734d13	13	21	ternary	ternary	ADJ
1j92g734d13	13	22	outputs	output	NOUN
1j92g734d13	13	23	,	,	PUNCT
1j92g734d13	13	24	and	and	CCONJ
1j92g734d13	13	25	employed	employ	VERB
1j92g734d13	13	26	to	to	PART
1j92g734d13	13	27	efficiently	efficiently	ADV
1j92g734d13	13	28	solve	solve	VERB
1j92g734d13	13	29	a	a	DET
1j92g734d13	13	30	tactile	tactile	ADJ
1j92g734d13	13	31	sensing	sense	VERB
1j92g734d13	13	32	problem	problem	NOUN
1j92g734d13	13	33	.	.	PUNCT
1j92g734d13	14	1	the	the	DET
1j92g734d13	14	2	total	total	ADJ
1j92g734d13	14	3	number	number	NOUN
1j92g734d13	14	4	of	of	ADP
1j92g734d13	14	5	computation	computation	NOUN
1j92g734d13	14	6	steps	step	NOUN
1j92g734d13	14	7	as	as	ADV
1j92g734d13	14	8	well	well	ADV
1j92g734d13	14	9	as	as	ADP
1j92g734d13	14	10	the	the	DET
1j92g734d13	14	11	required	require	VERB
1j92g734d13	14	12	hardware	hardware	NOUN
1j92g734d13	14	13	could	could	AUX
1j92g734d13	14	14	be	be	AUX
1j92g734d13	14	15	reduced	reduce	VERB
1j92g734d13	14	16	significantly	significantly	ADV
1j92g734d13	14	17	when	when	SCONJ
1j92g734d13	14	18	compared	compare	VERB
1j92g734d13	14	19	to	to	ADP
1j92g734d13	14	20	an	an	DET
1j92g734d13	14	21	approach	approach	NOUN
1j92g734d13	14	22	based	base	VERB
1j92g734d13	14	23	on	on	ADP
1j92g734d13	14	24	a	a	DET
1j92g734d13	14	25	conventional	conventional	ADJ
1j92g734d13	14	26	cnn.much	cnn.much	NOUN
1j92g734d13	14	27	existing	exist	VERB
1j92g734d13	14	28	work	work	NOUN
1j92g734d13	14	29	reports	report	VERB
1j92g734d13	14	30	energy	energy	NOUN
1j92g734d13	14	31	dissipation	dissipation	NOUN
1j92g734d13	14	32	for	for	ADP
1j92g734d13	14	33	cnns	cnn	NOUN
1j92g734d13	14	34	at	at	ADP
1j92g734d13	14	35	the	the	DET
1j92g734d13	14	36	chip	chip	NOUN
1j92g734d13	14	37	level	level	NOUN
1j92g734d13	14	38	,	,	PUNCT
1j92g734d13	14	39	which	which	PRON
1j92g734d13	14	40	includes	include	VERB
1j92g734d13	14	41	dissipation	dissipation	NOUN
1j92g734d13	14	42	of	of	ADP
1j92g734d13	14	43	sensors	sensor	NOUN
1j92g734d13	14	44	,	,	PUNCT
1j92g734d13	14	45	actuators	actuator	NOUN
1j92g734d13	14	46	,	,	PUNCT
1j92g734d13	14	47	and	and	CCONJ
1j92g734d13	14	48	other	other	ADJ
1j92g734d13	14	49	components	component	NOUN
1j92g734d13	14	50	.	.	PUNCT
1j92g734d13	15	1	as	as	ADP
1j92g734d13	15	2	such	such	ADJ
1j92g734d13	15	3	,	,	PUNCT
1j92g734d13	15	4	the	the	DET
1j92g734d13	15	5	impacts	impact	NOUN
1j92g734d13	15	6	of	of	ADP
1j92g734d13	15	7	various	various	ADJ
1j92g734d13	15	8	system	system	NOUN
1j92g734d13	15	9	variables	variable	NOUN
1j92g734d13	15	10	,	,	PUNCT
1j92g734d13	15	11	e.g.	e.g.	ADV
1j92g734d13	15	12	,	,	PUNCT
1j92g734d13	15	13	application	application	NOUN
1j92g734d13	15	14	templates	template	NOUN
1j92g734d13	15	15	,	,	PUNCT
1j92g734d13	15	16	characteristics	characteristic	NOUN
1j92g734d13	15	17	of	of	ADP
1j92g734d13	15	18	the	the	DET
1j92g734d13	15	19	resistive	resistive	NOUN
1j92g734d13	15	20	element	element	NOUN
1j92g734d13	15	21	,	,	PUNCT
1j92g734d13	15	22	etc	etc	X
1j92g734d13	15	23	.	.	X
1j92g734d13	15	24	,	,	PUNCT
1j92g734d13	15	25	on	on	ADP
1j92g734d13	15	26	the	the	DET
1j92g734d13	15	27	energy	energy	NOUN
1j92g734d13	15	28	profile	profile	NOUN
1j92g734d13	15	29	of	of	ADP
1j92g734d13	15	30	a	a	DET
1j92g734d13	15	31	cnn	cnn	NOUN
1j92g734d13	15	32	can	can	AUX
1j92g734d13	15	33	not	not	PART
1j92g734d13	15	34	be	be	AUX
1j92g734d13	15	35	easily	easily	ADV
1j92g734d13	15	36	determined	determine	VERB
1j92g734d13	15	37	.	.	PUNCT
1j92g734d13	16	1	this	this	DET
1j92g734d13	16	2	work	work	NOUN
1j92g734d13	16	3	also	also	ADV
1j92g734d13	16	4	proposes	propose	VERB
1j92g734d13	16	5	analytical	analytical	ADJ
1j92g734d13	16	6	models	model	NOUN
1j92g734d13	16	7	to	to	PART
1j92g734d13	16	8	estimate	estimate	VERB
1j92g734d13	16	9	cnn	cnn	PROPN
1j92g734d13	16	10	power	power	NOUN
1j92g734d13	16	11	and	and	CCONJ
1j92g734d13	16	12	performance	performance	NOUN
1j92g734d13	16	13	.	.	PUNCT
1j92g734d13	17	1	power	power	NOUN
1j92g734d13	17	2	dissipations	dissipation	NOUN
1j92g734d13	17	3	,	,	PUNCT
1j92g734d13	17	4	and	and	CCONJ
1j92g734d13	17	5	settling	settle	VERB
1j92g734d13	17	6	times	time	NOUN
1j92g734d13	17	7	obtained	obtain	VERB
1j92g734d13	17	8	via	via	ADP
1j92g734d13	17	9	the	the	DET
1j92g734d13	17	10	models	model	NOUN
1j92g734d13	17	11	for	for	ADP
1j92g734d13	17	12	different	different	ADJ
1j92g734d13	17	13	linear	linear	NOUN
1j92g734d13	17	14	,	,	PUNCT
1j92g734d13	17	15	and	and	CCONJ
1j92g734d13	17	16	non	non	ADJ
1j92g734d13	17	17	-	-	ADJ
1j92g734d13	17	18	linear	linear	ADJ
1j92g734d13	17	19	characteristics	characteristic	NOUN
1j92g734d13	17	20	are	be	AUX
1j92g734d13	17	21	verified	verify	VERB
1j92g734d13	17	22	through	through	ADP
1j92g734d13	17	23	circuit	circuit	NOUN
1j92g734d13	17	24	simulation	simulation	NOUN
1j92g734d13	17	25	.	.	PUNCT
1j92g734d13	18	1	simulation	simulation	NOUN
1j92g734d13	18	2	results	result	NOUN
1j92g734d13	18	3	show	show	VERB
1j92g734d13	18	4	that	that	SCONJ
1j92g734d13	18	5	the	the	DET
1j92g734d13	18	6	proposed	propose	VERB
1j92g734d13	18	7	models	model	NOUN
1j92g734d13	18	8	predict	predict	VERB
1j92g734d13	18	9	power	power	NOUN
1j92g734d13	18	10	dissipation	dissipation	NOUN
1j92g734d13	18	11	and	and	CCONJ
1j92g734d13	18	12	settling	settle	VERB
1j92g734d13	18	13	time	time	NOUN
1j92g734d13	18	14	with	with	ADP
1j92g734d13	18	15	less	less	ADJ
1j92g734d13	18	16	than	than	ADP
1j92g734d13	18	17	1	1	NUM
1j92g734d13	18	18	%	%	NOUN
1j92g734d13	18	19	and	and	CCONJ
1j92g734d13	18	20	3	3	NUM
1j92g734d13	18	21	%	%	NOUN
1j92g734d13	18	22	errors	error	NOUN
1j92g734d13	18	23	,	,	PUNCT
1j92g734d13	18	24	respectively	respectively	ADV
1j92g734d13	18	25	.	.	PUNCT
1j92g734d13	19	1	case	case	NOUN
1j92g734d13	19	2	studies	study	NOUN
1j92g734d13	19	3	are	be	AUX
1j92g734d13	19	4	performed	perform	VERB
1j92g734d13	19	5	by	by	ADP
1j92g734d13	19	6	using	use	VERB
1j92g734d13	19	7	these	these	DET
1j92g734d13	19	8	models	model	NOUN
1j92g734d13	19	9	,	,	PUNCT
1j92g734d13	19	10	for	for	ADP
1j92g734d13	19	11	a	a	DET
1j92g734d13	19	12	tactile	tactile	ADJ
1j92g734d13	19	13	sensing	sense	VERB
1j92g734d13	19	14	problem	problem	NOUN
1j92g734d13	19	15	,	,	PUNCT
1j92g734d13	19	16	and	and	CCONJ
1j92g734d13	19	17	a	a	DET
1j92g734d13	19	18	pattern	pattern	NOUN
1j92g734d13	19	19	recognition	recognition	NOUN
1j92g734d13	19	20	problem	problem	NOUN
1j92g734d13	19	21	to	to	PART
1j92g734d13	19	22	compare	compare	VERB
1j92g734d13	19	23	power	power	NOUN
1j92g734d13	19	24	and	and	CCONJ
1j92g734d13	19	25	performance	performance	NOUN
1j92g734d13	19	26	between	between	ADP
1j92g734d13	19	27	tunneling	tunneling	NOUN
1j92g734d13	19	28	field	field	NOUN
1j92g734d13	19	29	effect	effect	NOUN
1j92g734d13	19	30	transistor	transistor	NOUN
1j92g734d13	19	31	(	(	PUNCT
1j92g734d13	19	32	tfet	tfet	NOUN
1j92g734d13	19	33	)	)	PUNCT
1j92g734d13	19	34	based	base	VERB
1j92g734d13	19	35	non	non	ADJ
1j92g734d13	19	36	-	-	ADJ
1j92g734d13	19	37	linear	linear	ADJ
1j92g734d13	19	38	cnn	cnn	PROPN
1j92g734d13	19	39	and	and	CCONJ
1j92g734d13	19	40	conventional	conventional	ADJ
1j92g734d13	19	41	linear	linear	ADJ
1j92g734d13	19	42	resistor	resistor	NOUN
1j92g734d13	19	43	based	base	VERB
1j92g734d13	19	44	cnn.traditional	cnn.traditional	PROPN
1j92g734d13	19	45	,	,	PUNCT
1j92g734d13	19	46	cmos	cmos	PROPN
1j92g734d13	19	47	based	base	VERB
1j92g734d13	19	48	,	,	PUNCT
1j92g734d13	19	49	von	von	PROPN
1j92g734d13	19	50	neumann	neumann	PROPN
1j92g734d13	19	51	architectures	architectures	PROPN
1j92g734d13	19	52	face	face	VERB
1j92g734d13	19	53	daunting	daunt	VERB
1j92g734d13	19	54	challenges	challenge	NOUN
1j92g734d13	19	55	in	in	ADP
1j92g734d13	19	56	performing	perform	VERB
1j92g734d13	19	57	complex	complex	ADJ
1j92g734d13	19	58	computational	computational	ADJ
1j92g734d13	19	59	tasks	task	NOUN
1j92g734d13	19	60	at	at	ADP
1j92g734d13	19	61	high	high	ADJ
1j92g734d13	19	62	speed	speed	NOUN
1j92g734d13	19	63	and	and	CCONJ
1j92g734d13	19	64	with	with	ADP
1j92g734d13	19	65	low	low	ADJ
1j92g734d13	19	66	power	power	NOUN
1j92g734d13	19	67	on	on	ADP
1j92g734d13	19	68	spatio	spatio	NOUN
1j92g734d13	19	69	-	-	ADJ
1j92g734d13	19	70	temporal	temporal	ADJ
1j92g734d13	19	71	data	datum	NOUN
1j92g734d13	19	72	,	,	PUNCT
1j92g734d13	19	73	e.g.	e.g.	X
1j92g734d13	19	74	,	,	PUNCT
1j92g734d13	19	75	image	image	NOUN
1j92g734d13	19	76	processing	processing	NOUN
1j92g734d13	19	77	,	,	PUNCT
1j92g734d13	19	78	pattern	pattern	NOUN
1j92g734d13	19	79	recognition	recognition	NOUN
1j92g734d13	19	80	,	,	PUNCT
1j92g734d13	19	81	etc	etc	X
1j92g734d13	19	82	.	.	PUNCT
1j92g734d13	20	1	this	this	DET
1j92g734d13	20	2	work	work	NOUN
1j92g734d13	20	3	studies	study	VERB
1j92g734d13	20	4	the	the	DET
1j92g734d13	20	5	potential	potential	NOUN
1j92g734d13	20	6	of	of	ADP
1j92g734d13	20	7	analog	analog	NOUN
1j92g734d13	20	8	/	/	SYM
1j92g734d13	20	9	mixed	mixed	ADJ
1j92g734d13	20	10	-	-	PUNCT
1j92g734d13	20	11	signal	signal	NOUN
1j92g734d13	20	12	information	information	NOUN
1j92g734d13	20	13	processing	processing	NOUN
1j92g734d13	20	14	using	use	VERB
1j92g734d13	20	15	tfets	tfet	NOUN
1j92g734d13	20	16	in	in	ADP
1j92g734d13	20	17	the	the	DET
1j92g734d13	20	18	context	context	NOUN
1j92g734d13	20	19	of	of	ADP
1j92g734d13	20	20	cellular	cellular	ADJ
1j92g734d13	20	21	neural	neural	ADJ
1j92g734d13	20	22	networks	network	NOUN
1j92g734d13	20	23	(	(	PUNCT
1j92g734d13	20	24	cnns	cnns	PROPN
1j92g734d13	20	25	)	)	PUNCT
1j92g734d13	20	26	.	.	PUNCT
1j92g734d13	21	1	a	a	DET
1j92g734d13	21	2	tfet	tfet	NOUN
1j92g734d13	21	3	-	-	PUNCT
1j92g734d13	21	4	based	base	VERB
1j92g734d13	21	5	,	,	PUNCT
1j92g734d13	21	6	mixed	mixed	ADJ
1j92g734d13	21	7	signal	signal	NOUN
1j92g734d13	21	8	cnn	cnn	PROPN
1j92g734d13	21	9	architectures	architecture	NOUN
1j92g734d13	21	10	for	for	ADP
1j92g734d13	21	11	spatio	spatio	NOUN
1j92g734d13	21	12	-	-	ADJ
1j92g734d13	21	13	temporal	temporal	ADJ
1j92g734d13	21	14	information	information	NOUN
1j92g734d13	21	15	processing	processing	NOUN
1j92g734d13	21	16	is	be	AUX
1j92g734d13	21	17	presented	present	VERB
1j92g734d13	21	18	.	.	PUNCT
1j92g734d13	22	1	assuming	assume	VERB
1j92g734d13	22	2	a	a	DET
1j92g734d13	22	3	14	14	NUM
1j92g734d13	22	4	nm	nm	NOUN
1j92g734d13	22	5	inas	inas	PROPN
1j92g734d13	22	6	homojunction	homojunction	PROPN
1j92g734d13	22	7	tfet	tfet	PROPN
1j92g734d13	22	8	for	for	ADP
1j92g734d13	22	9	the	the	DET
1j92g734d13	22	10	proposed	propose	VERB
1j92g734d13	22	11	architecture	architecture	NOUN
1j92g734d13	22	12	,	,	PUNCT
1j92g734d13	22	13	power	power	NOUN
1j92g734d13	22	14	efficiency	efficiency	NOUN
1j92g734d13	22	15	of	of	ADP
1j92g734d13	22	16	more	more	ADJ
1j92g734d13	22	17	than	than	ADP
1j92g734d13	22	18	2,000	2,000	NUM
1j92g734d13	22	19	gops	gop	NOUN
1j92g734d13	22	20	/	/	SYM
1j92g734d13	22	21	w	w	NOUN
1j92g734d13	22	22	is	be	AUX
1j92g734d13	22	23	projected	project	VERB
1j92g734d13	22	24	for	for	ADP
1j92g734d13	22	25	a	a	DET
1j92g734d13	22	26	number	number	NOUN
1j92g734d13	22	27	of	of	ADP
1j92g734d13	22	28	different	different	ADJ
1j92g734d13	22	29	cnn	cnn	PROPN
1j92g734d13	22	30	templates	template	NOUN
1j92g734d13	22	31	.	.	PUNCT
1j92g734d13	23	1	by	by	ADP
1j92g734d13	23	2	comparison	comparison	NOUN
1j92g734d13	23	3	,	,	PUNCT
1j92g734d13	23	4	state	state	NOUN
1j92g734d13	23	5	-	-	PUNCT
1j92g734d13	23	6	of	of	ADP
1j92g734d13	23	7	-	-	PUNCT
1j92g734d13	23	8	the	the	DET
1j92g734d13	23	9	-	-	PUNCT
1j92g734d13	23	10	art	art	NOUN
1j92g734d13	23	11	hardware	hardware	NOUN
1j92g734d13	23	12	assuming	assume	VERB
1j92g734d13	23	13	cmos	cmos	NOUN
1j92g734d13	23	14	technology	technology	NOUN
1j92g734d13	23	15	promises	promise	VERB
1j92g734d13	23	16	a	a	DET
1j92g734d13	23	17	power	power	NOUN
1j92g734d13	23	18	efficiency	efficiency	NOUN
1j92g734d13	23	19	only	only	ADV
1j92g734d13	23	20	close	close	ADV
1j92g734d13	23	21	to	to	PART
1j92g734d13	23	22	1,000	1,000	NUM
1j92g734d13	23	23	gops	gop	NOUN
1j92g734d13	23	24	/	/	SYM
1j92g734d13	23	25	w.	w.	NOUN