id	sid	tid	token	lemma	pos
ft848p61k8r	1	1	the	the	DET
ft848p61k8r	1	2	systematic	systematic	ADJ
ft848p61k8r	1	3	series	series	NOUN
ft848p61k8r	1	4	of	of	ADP
ft848p61k8r	1	5	advances	advance	NOUN
ft848p61k8r	1	6	in	in	ADP
ft848p61k8r	1	7	semiconductor	semiconductor	NOUN
ft848p61k8r	1	8	device	device	NOUN
ft848p61k8r	1	9	manufacturing	manufacture	VERB
ft848p61k8r	1	10	over	over	ADP
ft848p61k8r	1	11	the	the	DET
ft848p61k8r	1	12	last	last	ADJ
ft848p61k8r	1	13	70	70	NUM
ft848p61k8r	1	14	years	year	NOUN
ft848p61k8r	1	15	has	have	AUX
ft848p61k8r	1	16	enabled	enable	VERB
ft848p61k8r	1	17	previously	previously	ADV
ft848p61k8r	1	18	unforeseen	unforeseen	ADJ
ft848p61k8r	1	19	applications	application	NOUN
ft848p61k8r	1	20	and	and	CCONJ
ft848p61k8r	1	21	allowed	allow	VERB
ft848p61k8r	1	22	semiconductor	semiconductor	NOUN
ft848p61k8r	1	23	device	device	NOUN
ft848p61k8r	1	24	technologies	technology	NOUN
ft848p61k8r	1	25	to	to	PART
ft848p61k8r	1	26	become	become	VERB
ft848p61k8r	1	27	a	a	DET
ft848p61k8r	1	28	hidden	hidden	ADJ
ft848p61k8r	1	29	yet	yet	ADV
ft848p61k8r	1	30	central	central	ADJ
ft848p61k8r	1	31	part	part	NOUN
ft848p61k8r	1	32	of	of	ADP
ft848p61k8r	1	33	everyday	everyday	ADJ
ft848p61k8r	1	34	modern	modern	ADJ
ft848p61k8r	1	35	life	life	NOUN
ft848p61k8r	1	36	.	.	PUNCT
ft848p61k8r	2	1	in	in	ADP
ft848p61k8r	2	2	the	the	DET
ft848p61k8r	2	3	past	past	NOUN
ft848p61k8r	2	4	,	,	PUNCT
ft848p61k8r	2	5	the	the	DET
ft848p61k8r	2	6	computational	computational	ADJ
ft848p61k8r	2	7	and	and	CCONJ
ft848p61k8r	2	8	data	datum	NOUN
ft848p61k8r	2	9	storage	storage	NOUN
ft848p61k8r	2	10	demands	demand	NOUN
ft848p61k8r	2	11	of	of	ADP
ft848p61k8r	2	12	our	our	PRON
ft848p61k8r	2	13	everexpanding	everexpande	VERB
ft848p61k8r	2	14	digital	digital	ADJ
ft848p61k8r	2	15	information	information	NOUN
ft848p61k8r	2	16	ecosystem	ecosystem	NOUN
ft848p61k8r	2	17	have	have	AUX
ft848p61k8r	2	18	been	be	AUX
ft848p61k8r	2	19	primarily	primarily	ADV
ft848p61k8r	2	20	fulfilled	fulfil	VERB
ft848p61k8r	2	21	through	through	ADP
ft848p61k8r	2	22	scaling	scale	VERB
ft848p61k8r	2	23	silicon	silicon	NOUN
ft848p61k8r	2	24	based	base	VERB
ft848p61k8r	2	25	complementary	complementary	ADJ
ft848p61k8r	2	26	-	-	PUNCT
ft848p61k8r	2	27	metal	metal	NOUN
ft848p61k8r	2	28	-	-	PUNCT
ft848p61k8r	2	29	oxide	oxide	NOUN
ft848p61k8r	2	30	-	-	PUNCT
ft848p61k8r	2	31	semiconductor	semiconductor	NOUN
ft848p61k8r	2	32	(	(	PUNCT
ft848p61k8r	2	33	cmos	cmos	NOUN
ft848p61k8r	2	34	)	)	PUNCT
ft848p61k8r	2	35	technologies	technology	NOUN
ft848p61k8r	2	36	.	.	PUNCT
ft848p61k8r	3	1	however	however	ADV
ft848p61k8r	3	2	,	,	PUNCT
ft848p61k8r	3	3	in	in	ADP
ft848p61k8r	3	4	order	order	NOUN
ft848p61k8r	3	5	to	to	PART
ft848p61k8r	3	6	fulfill	fulfill	VERB
ft848p61k8r	3	7	the	the	DET
ft848p61k8r	3	8	demands	demand	NOUN
ft848p61k8r	3	9	of	of	ADP
ft848p61k8r	3	10	future	future	ADJ
ft848p61k8r	3	11	computing	computing	NOUN
ft848p61k8r	3	12	systems	system	NOUN
ft848p61k8r	3	13	,	,	PUNCT
ft848p61k8r	3	14	the	the	DET
ft848p61k8r	3	15	continued	continued	ADJ
ft848p61k8r	3	16	scaling	scaling	NOUN
ft848p61k8r	3	17	of	of	ADP
ft848p61k8r	3	18	current	current	ADJ
ft848p61k8r	3	19	semiconductor	semiconductor	NOUN
ft848p61k8r	3	20	device	device	NOUN
ft848p61k8r	3	21	technologies	technology	NOUN
ft848p61k8r	3	22	alone	alone	ADV
ft848p61k8r	3	23	will	will	AUX
ft848p61k8r	3	24	not	not	PART
ft848p61k8r	3	25	suffice	suffice	VERB
ft848p61k8r	3	26	.	.	PUNCT
ft848p61k8r	4	1	instead	instead	ADV
ft848p61k8r	4	2	,	,	PUNCT
ft848p61k8r	4	3	a	a	DET
ft848p61k8r	4	4	deep	deep	ADJ
ft848p61k8r	4	5	holistic	holistic	ADJ
ft848p61k8r	4	6	integration	integration	NOUN
ft848p61k8r	4	7	is	be	AUX
ft848p61k8r	4	8	required	require	VERB
ft848p61k8r	4	9	,	,	PUNCT
ft848p61k8r	4	10	where	where	SCONJ
ft848p61k8r	4	11	devices	device	NOUN
ft848p61k8r	4	12	,	,	PUNCT
ft848p61k8r	4	13	circuits	circuit	NOUN
ft848p61k8r	4	14	,	,	PUNCT
ft848p61k8r	4	15	architectures	architecture	NOUN
ft848p61k8r	4	16	,	,	PUNCT
ft848p61k8r	4	17	and	and	CCONJ
ft848p61k8r	4	18	algorithms	algorithm	NOUN
ft848p61k8r	4	19	are	be	AUX
ft848p61k8r	4	20	co	co	VERB
ft848p61k8r	4	21	-	-	VERB
ft848p61k8r	4	22	designed	design	VERB
ft848p61k8r	4	23	and	and	CCONJ
ft848p61k8r	4	24	co	co	VERB
ft848p61k8r	4	25	-	-	VERB
ft848p61k8r	4	26	optimized	optimized	ADJ
ft848p61k8r	4	27	,	,	PUNCT
ft848p61k8r	4	28	rather	rather	ADV
ft848p61k8r	4	29	than	than	ADP
ft848p61k8r	4	30	seeking	seek	VERB
ft848p61k8r	4	31	drop	drop	NOUN
ft848p61k8r	4	32	in	in	ADP
ft848p61k8r	4	33	replacements	replacement	NOUN
ft848p61k8r	4	34	for	for	ADP
ft848p61k8r	4	35	current	current	ADJ
ft848p61k8r	4	36	devices	device	NOUN
ft848p61k8r	4	37	technologies	technology	NOUN
ft848p61k8r	4	38	.	.	PUNCT
ft848p61k8r	5	1	in	in	ADP
ft848p61k8r	5	2	this	this	DET
ft848p61k8r	5	3	light	light	NOUN
ft848p61k8r	5	4	,	,	PUNCT
ft848p61k8r	5	5	this	this	DET
ft848p61k8r	5	6	thesis	thesis	NOUN
ft848p61k8r	5	7	explores	explore	VERB
ft848p61k8r	5	8	the	the	DET
ft848p61k8r	5	9	response	response	NOUN
ft848p61k8r	5	10	of	of	ADP
ft848p61k8r	5	11	emerging	emerge	VERB
ft848p61k8r	5	12	devices	device	NOUN
ft848p61k8r	5	13	based	base	VERB
ft848p61k8r	5	14	on	on	ADP
ft848p61k8r	5	15	collective	collective	ADJ
ft848p61k8r	5	16	phenomena	phenomenon	NOUN
ft848p61k8r	5	17	,	,	PUNCT
ft848p61k8r	5	18	including	include	VERB
ft848p61k8r	5	19	insulator	insulator	NOUN
ft848p61k8r	5	20	-	-	PUNCT
ft848p61k8r	5	21	to	to	ADP
ft848p61k8r	5	22	-	-	PUNCT
ft848p61k8r	5	23	metal	metal	NOUN
ft848p61k8r	5	24	phase	phase	NOUN
ft848p61k8r	5	25	transitions	transition	NOUN
ft848p61k8r	5	26	and	and	CCONJ
ft848p61k8r	5	27	ferroelectrics	ferroelectric	NOUN
ft848p61k8r	5	28	,	,	PUNCT
ft848p61k8r	5	29	with	with	ADP
ft848p61k8r	5	30	the	the	DET
ft848p61k8r	5	31	goal	goal	NOUN
ft848p61k8r	5	32	to	to	PART
ft848p61k8r	5	33	intimately	intimately	ADV
ft848p61k8r	5	34	understand	understand	VERB
ft848p61k8r	5	35	the	the	DET
ft848p61k8r	5	36	underlying	underlie	VERB
ft848p61k8r	5	37	electrically	electrically	ADV
ft848p61k8r	5	38	driven	drive	VERB
ft848p61k8r	5	39	dynamics	dynamic	NOUN
ft848p61k8r	5	40	and	and	CCONJ
ft848p61k8r	5	41	how	how	SCONJ
ft848p61k8r	5	42	they	they	PRON
ft848p61k8r	5	43	can	can	AUX
ft848p61k8r	5	44	be	be	AUX
ft848p61k8r	5	45	harnessed	harness	VERB
ft848p61k8r	5	46	to	to	ADP
ft848p61k8r	5	47	either	either	CCONJ
ft848p61k8r	5	48	engineer	engineer	NOUN
ft848p61k8r	5	49	or	or	CCONJ
ft848p61k8r	5	50	augment	augment	NOUN
ft848p61k8r	5	51	,	,	PUNCT
ft848p61k8r	5	52	new	new	ADJ
ft848p61k8r	5	53	and	and	CCONJ
ft848p61k8r	5	54	existing	exist	VERB
ft848p61k8r	5	55	hardware	hardware	NOUN
ft848p61k8r	5	56	primitives	primitive	NOUN
ft848p61k8r	5	57	.	.	PUNCT
ft848p61k8r	6	1	this	this	DET
ft848p61k8r	6	2	dissertation	dissertation	NOUN
ft848p61k8r	6	3	describes	describe	VERB
ft848p61k8r	6	4	key	key	ADJ
ft848p61k8r	6	5	enabling	enable	VERB
ft848p61k8r	6	6	device	device	NOUN
ft848p61k8r	6	7	characteristics	characteristic	NOUN
ft848p61k8r	6	8	,	,	PUNCT
ft848p61k8r	6	9	their	their	PRON
ft848p61k8r	6	10	physical	physical	ADJ
ft848p61k8r	6	11	origin	origin	NOUN
ft848p61k8r	6	12	,	,	PUNCT
ft848p61k8r	6	13	and	and	CCONJ
ft848p61k8r	6	14	scalability	scalability	NOUN
ft848p61k8r	6	15	,	,	PUNCT
ft848p61k8r	6	16	including	include	VERB
ft848p61k8r	6	17	abrupt	abrupt	ADJ
ft848p61k8r	6	18	switching	switching	NOUN
ft848p61k8r	6	19	,	,	PUNCT
ft848p61k8r	6	20	multi	multi	ADJ
ft848p61k8r	6	21	-	-	NOUN
ft848p61k8r	6	22	domain	domain	ADJ
ft848p61k8r	6	23	behavior	behavior	NOUN
ft848p61k8r	6	24	,	,	PUNCT
ft848p61k8r	6	25	and	and	CCONJ
ft848p61k8r	6	26	stochastic	stochastic	ADJ
ft848p61k8r	6	27	response	response	NOUN
ft848p61k8r	6	28	.	.	PUNCT
ft848p61k8r	7	1	this	this	DET
ft848p61k8r	7	2	work	work	NOUN
ft848p61k8r	7	3	reveals	reveal	VERB
ft848p61k8r	7	4	how	how	SCONJ
ft848p61k8r	7	5	fundamental	fundamental	ADJ
ft848p61k8r	7	6	stochastic	stochastic	ADJ
ft848p61k8r	7	7	dynamics	dynamic	NOUN
ft848p61k8r	7	8	in	in	ADP
ft848p61k8r	7	9	phase	phase	NOUN
ft848p61k8r	7	10	transition	transition	NOUN
ft848p61k8r	7	11	materials	material	NOUN
ft848p61k8r	7	12	can	can	AUX
ft848p61k8r	7	13	be	be	AUX
ft848p61k8r	7	14	exploited	exploit	VERB
ft848p61k8r	7	15	for	for	ADP
ft848p61k8r	7	16	computation	computation	NOUN
ft848p61k8r	7	17	,	,	PUNCT
ft848p61k8r	7	18	allowing	allow	VERB
ft848p61k8r	7	19	new	new	ADJ
ft848p61k8r	7	20	designs	design	NOUN
ft848p61k8r	7	21	of	of	ADP
ft848p61k8r	7	22	true	true	ADJ
ft848p61k8r	7	23	random	random	ADJ
ft848p61k8r	7	24	number	number	NOUN
ft848p61k8r	7	25	generators	generator	NOUN
ft848p61k8r	7	26	as	as	ADV
ft848p61k8r	7	27	well	well	ADV
ft848p61k8r	7	28	as	as	ADP
ft848p61k8r	7	29	stochastic	stochastic	ADJ
ft848p61k8r	7	30	neuron	neuron	NOUN
ft848p61k8r	7	31	cells	cell	NOUN
ft848p61k8r	7	32	tailored	tailor	VERB
ft848p61k8r	7	33	to	to	ADP
ft848p61k8r	7	34	neuromorphic	neuromorphic	ADJ
ft848p61k8r	7	35	computing	computing	NOUN
ft848p61k8r	7	36	architectures	architecture	NOUN
ft848p61k8r	7	37	and	and	CCONJ
ft848p61k8r	7	38	algorithms	algorithm	NOUN
ft848p61k8r	7	39	.	.	PUNCT
ft848p61k8r	8	1	further	far	ADV
ft848p61k8r	8	2	,	,	PUNCT
ft848p61k8r	8	3	this	this	DET
ft848p61k8r	8	4	work	work	NOUN
ft848p61k8r	8	5	discusses	discuss	VERB
ft848p61k8r	8	6	the	the	DET
ft848p61k8r	8	7	design	design	NOUN
ft848p61k8r	8	8	of	of	ADP
ft848p61k8r	8	9	an	an	DET
ft848p61k8r	8	10	analog	analog	NOUN
ft848p61k8r	8	11	synaptic	synaptic	NOUN
ft848p61k8r	8	12	weight	weight	NOUN
ft848p61k8r	8	13	cell	cell	NOUN
ft848p61k8r	8	14	using	use	VERB
ft848p61k8r	8	15	the	the	DET
ft848p61k8r	8	16	natural	natural	ADJ
ft848p61k8r	8	17	multidomain	multidomain	NOUN
ft848p61k8r	8	18	dynamics	dynamic	NOUN
ft848p61k8r	8	19	and	and	CCONJ
ft848p61k8r	8	20	non	non	NOUN
ft848p61k8r	8	21	-	-	NOUN
ft848p61k8r	8	22	volatility	volatility	NOUN
ft848p61k8r	8	23	of	of	ADP
ft848p61k8r	8	24	ferroelectric	ferroelectric	ADJ
ft848p61k8r	8	25	field	field	NOUN
ft848p61k8r	8	26	-	-	PUNCT
ft848p61k8r	8	27	effect	effect	NOUN
ft848p61k8r	8	28	-	-	PUNCT
ft848p61k8r	8	29	transistors	transistor	NOUN
ft848p61k8r	8	30	for	for	ADP
ft848p61k8r	8	31	accelerating	accelerate	VERB
ft848p61k8r	8	32	neuromorphic	neuromorphic	ADJ
ft848p61k8r	8	33	workloads	workload	NOUN
ft848p61k8r	8	34	compared	compare	VERB
ft848p61k8r	8	35	to	to	ADP
ft848p61k8r	8	36	existing	exist	VERB
ft848p61k8r	8	37	cmos	cmos	NOUN
ft848p61k8r	8	38	technologies	technology	NOUN
ft848p61k8r	8	39	.	.	PUNCT
ft848p61k8r	9	1	the	the	DET
ft848p61k8r	9	2	dissertation	dissertation	NOUN
ft848p61k8r	9	3	concludes	conclude	VERB
ft848p61k8r	9	4	by	by	ADP
ft848p61k8r	9	5	assessing	assess	VERB
ft848p61k8r	9	6	future	future	ADJ
ft848p61k8r	9	7	research	research	NOUN
ft848p61k8r	9	8	directions	direction	NOUN
ft848p61k8r	9	9	,	,	PUNCT
ft848p61k8r	9	10	including	include	VERB
ft848p61k8r	9	11	remaining	remain	VERB
ft848p61k8r	9	12	opportunities	opportunity	NOUN
ft848p61k8r	9	13	and	and	CCONJ
ft848p61k8r	9	14	challenges	challenge	NOUN
ft848p61k8r	9	15	presented	present	VERB
ft848p61k8r	9	16	by	by	ADP
ft848p61k8r	9	17	phase	phase	NOUN
ft848p61k8r	9	18	transition	transition	NOUN
ft848p61k8r	9	19	and	and	CCONJ
ft848p61k8r	9	20	ferroelectric	ferroelectric	ADJ
ft848p61k8r	9	21	devices	device	NOUN
ft848p61k8r	9	22	.	.	PUNCT