id	sid	tid	token	lemma	pos
ajst-32293	1	1	81	81	NUM
ajst-32293	1	2	analysis	analysis	NOUN
ajst-32293	1	3	of	of	ADP
ajst-32293	1	4	interdisciplinary	interdisciplinary	ADJ
ajst-32293	1	5	research	research	NOUN
ajst-32293	1	6	progress	progress	NOUN
ajst-32293	1	7	of	of	ADP
ajst-32293	1	8	the	the	DET
ajst-32293	1	9	basal	basal	ADJ
ajst-32293	1	10	ganglia	ganglia	NOUN
ajst-32293	1	11	in	in	ADP
ajst-32293	1	12	parkinson	parkinson	NOUN
ajst-32293	1	13	’s	’s	PART
ajst-32293	1	14	disease	disease	NOUN
ajst-32293	1	15	based	base	VERB
ajst-32293	1	16	on	on	ADP
ajst-32293	1	17	cognitive	cognitive	ADJ
ajst-32293	1	18	mechanism	mechanism	NOUN
ajst-32293	1	19	of	of	ADP
ajst-32293	1	20	neuronal	neuronal	ADJ
ajst-32293	1	21	firing	firing	NOUN
ajst-32293	1	22	patterns	pattern	NOUN
ajst-32293	1	23	and	and	CCONJ
ajst-32293	1	24	movement	movement	NOUN
ajst-32293	1	25	disorders	disorder	NOUN
ajst-32293	1	26	ethan	ethan	PROPN
ajst-32293	1	27	wan	wan	PROPN
ajst-32293	1	28	strake	strake	PROPN
ajst-32293	1	29	jesuit	jesuit	PROPN
ajst-32293	1	30	college	college	PROPN
ajst-32293	1	31	preparator	preparator	NOUN
ajst-32293	1	32	,	,	PUNCT
ajst-32293	1	33	texas	texas	PROPN
ajst-32293	1	34	,	,	PUNCT
ajst-32293	1	35	usa	usa	PROPN
ajst-32293	1	36	ethan.wan0404@gmail.com	ethan.wan0404@gmail.com	PROPN
ajst-32293	1	37	abstract	abstract	NOUN
ajst-32293	1	38	.	.	PUNCT
ajst-32293	2	1	parkinson	parkinson	NOUN
ajst-32293	2	2	’s	’s	PART
ajst-32293	2	3	disease	disease	NOUN
ajst-32293	2	4	(	(	PUNCT
ajst-32293	2	5	pd	pd	NOUN
ajst-32293	2	6	)	)	PUNCT
ajst-32293	2	7	is	be	AUX
ajst-32293	2	8	a	a	DET
ajst-32293	2	9	neurodegenerative	neurodegenerative	ADJ
ajst-32293	2	10	disorder	disorder	NOUN
ajst-32293	2	11	characterized	characterize	VERB
ajst-32293	2	12	by	by	ADP
ajst-32293	2	13	the	the	DET
ajst-32293	2	14	pathological	pathological	ADJ
ajst-32293	2	15	core	core	NOUN
ajst-32293	2	16	of	of	ADP
ajst-32293	2	17	degeneration	degeneration	NOUN
ajst-32293	2	18	of	of	ADP
ajst-32293	2	19	dopaminergic	dopaminergic	ADJ
ajst-32293	2	20	neurons	neuron	NOUN
ajst-32293	2	21	in	in	ADP
ajst-32293	2	22	the	the	DET
ajst-32293	2	23	substantia	substantia	NOUN
ajst-32293	2	24	nigra	nigra	NOUN
ajst-32293	2	25	.	.	PUNCT
ajst-32293	3	1	in	in	ADP
ajst-32293	3	2	recent	recent	ADJ
ajst-32293	3	3	years	year	NOUN
ajst-32293	3	4	,	,	PUNCT
ajst-32293	3	5	numerous	numerous	ADJ
ajst-32293	3	6	studies	study	NOUN
ajst-32293	3	7	have	have	AUX
ajst-32293	3	8	revealed	reveal	VERB
ajst-32293	3	9	that	that	SCONJ
ajst-32293	3	10	the	the	DET
ajst-32293	3	11	"	"	PUNCT
ajst-32293	3	12	firing	firing	NOUN
ajst-32293	3	13	rate	rate	NOUN
ajst-32293	3	14	hypothesis	hypothesis	NOUN
ajst-32293	3	15	"	"	PUNCT
ajst-32293	3	16	alone	alone	ADV
ajst-32293	3	17	can	can	AUX
ajst-32293	3	18	not	not	PART
ajst-32293	3	19	explain	explain	VERB
ajst-32293	3	20	the	the	DET
ajst-32293	3	21	diverse	diverse	ADJ
ajst-32293	3	22	symptoms	symptom	NOUN
ajst-32293	3	23	exhibited	exhibit	VERB
ajst-32293	3	24	by	by	ADP
ajst-32293	3	25	pd	pd	PROPN
ajst-32293	3	26	.	.	PUNCT
ajst-32293	4	1	instead	instead	ADV
ajst-32293	4	2	,	,	PUNCT
ajst-32293	4	3	abnormalities	abnormality	NOUN
ajst-32293	4	4	in	in	ADP
ajst-32293	4	5	the	the	DET
ajst-32293	4	6	pattern	pattern	NOUN
ajst-32293	4	7	of	of	ADP
ajst-32293	4	8	neuronal	neuronal	ADJ
ajst-32293	4	9	firing	firing	NOUN
ajst-32293	4	10	and	and	CCONJ
ajst-32293	4	11	circuit	circuit	NOUN
ajst-32293	4	12	oscillations	oscillation	NOUN
ajst-32293	4	13	are	be	AUX
ajst-32293	4	14	considered	consider	VERB
ajst-32293	4	15	more	more	ADV
ajst-32293	4	16	critical	critical	ADJ
ajst-32293	4	17	pathogenic	pathogenic	ADJ
ajst-32293	4	18	factors	factor	NOUN
ajst-32293	4	19	.	.	PUNCT
ajst-32293	5	1	the	the	DET
ajst-32293	5	2	basal	basal	ADJ
ajst-32293	5	3	ganglia	ganglia	NOUN
ajst-32293	5	4	serve	serve	VERB
ajst-32293	5	5	as	as	ADP
ajst-32293	5	6	an	an	DET
ajst-32293	5	7	integrated	integrated	ADJ
ajst-32293	5	8	center	center	NOUN
ajst-32293	5	9	for	for	ADP
ajst-32293	5	10	both	both	PRON
ajst-32293	5	11	motor	motor	NOUN
ajst-32293	5	12	control	control	NOUN
ajst-32293	5	13	and	and	CCONJ
ajst-32293	5	14	cognitive	cognitive	ADJ
ajst-32293	5	15	processing	processing	NOUN
ajst-32293	5	16	.	.	PUNCT
ajst-32293	6	1	the	the	DET
ajst-32293	6	2	basal	basal	ADJ
ajst-32293	6	3	ganglia	ganglia	NOUN
ajst-32293	6	4	,	,	PUNCT
ajst-32293	6	5	including	include	VERB
ajst-32293	6	6	its	its	PRON
ajst-32293	6	7	burst	burst	NOUN
ajst-32293	6	8	firing	firing	NOUN
ajst-32293	6	9	at	at	ADP
ajst-32293	6	10	the	the	DET
ajst-32293	6	11	cellular	cellular	ADJ
ajst-32293	6	12	level	level	NOUN
ajst-32293	6	13	,	,	PUNCT
ajst-32293	6	14	enhanced	enhance	VERB
ajst-32293	6	15	β	β	X
ajst-32293	6	16	oscillations	oscillation	NOUN
ajst-32293	6	17	at	at	ADP
ajst-32293	6	18	the	the	DET
ajst-32293	6	19	population	population	NOUN
ajst-32293	6	20	level	level	NOUN
ajst-32293	6	21	,	,	PUNCT
ajst-32293	6	22	altered	alter	VERB
ajst-32293	6	23	connectivity	connectivity	NOUN
ajst-32293	6	24	between	between	ADP
ajst-32293	6	25	frequency	frequency	NOUN
ajst-32293	6	26	bands	band	NOUN
ajst-32293	6	27	,	,	PUNCT
ajst-32293	6	28	and	and	CCONJ
ajst-32293	6	29	excessive	excessive	ADJ
ajst-32293	6	30	synchronization	synchronization	NOUN
ajst-32293	6	31	in	in	ADP
ajst-32293	6	32	the	the	DET
ajst-32293	6	33	cortex	cortex	NOUN
ajst-32293	6	34	-	-	PUNCT
ajst-32293	6	35	basal	basal	ADJ
ajst-32293	6	36	ganglia	ganglia	NOUN
ajst-32293	6	37	network	network	NOUN
ajst-32293	6	38	,	,	PUNCT
ajst-32293	6	39	can	can	AUX
ajst-32293	6	40	lead	lead	VERB
ajst-32293	6	41	to	to	ADP
ajst-32293	6	42	multifaceted	multifaceted	ADJ
ajst-32293	6	43	functional	functional	ADJ
ajst-32293	6	44	impairments	impairment	NOUN
ajst-32293	6	45	.	.	PUNCT
ajst-32293	7	1	interdisciplinary	interdisciplinary	ADJ
ajst-32293	7	2	approaches	approach	NOUN
ajst-32293	7	3	have	have	AUX
ajst-32293	7	4	provided	provide	VERB
ajst-32293	7	5	novel	novel	ADJ
ajst-32293	7	6	perspectives	perspective	NOUN
ajst-32293	7	7	for	for	ADP
ajst-32293	7	8	elucidating	elucidate	VERB
ajst-32293	7	9	pd	pd	NOUN
ajst-32293	7	10	mechanisms	mechanism	NOUN
ajst-32293	7	11	and	and	CCONJ
ajst-32293	7	12	developing	develop	VERB
ajst-32293	7	13	individualized	individualized	ADJ
ajst-32293	7	14	treatments	treatment	NOUN
ajst-32293	7	15	,	,	PUNCT
ajst-32293	7	16	including	include	VERB
ajst-32293	7	17	the	the	DET
ajst-32293	7	18	combination	combination	NOUN
ajst-32293	7	19	of	of	ADP
ajst-32293	7	20	electrophysiology	electrophysiology	NOUN
ajst-32293	7	21	and	and	CCONJ
ajst-32293	7	22	neuroimaging	neuroimaging	NOUN
ajst-32293	7	23	,	,	PUNCT
ajst-32293	7	24	computational	computational	ADJ
ajst-32293	7	25	modeling	modeling	NOUN
ajst-32293	7	26	,	,	PUNCT
ajst-32293	7	27	closed	closed	ADJ
ajst-32293	7	28	-	-	PUNCT
ajst-32293	7	29	loop	loop	NOUN
ajst-32293	7	30	deep	deep	ADJ
ajst-32293	7	31	brain	brain	NOUN
ajst-32293	7	32	stimulation	stimulation	NOUN
ajst-32293	7	33	(	(	PUNCT
ajst-32293	7	34	dbs	dbs	PROPN
ajst-32293	7	35	)	)	PUNCT
ajst-32293	7	36	,	,	PUNCT
ajst-32293	7	37	and	and	CCONJ
ajst-32293	7	38	long	long	ADJ
ajst-32293	7	39	-	-	PUNCT
ajst-32293	7	40	term	term	NOUN
ajst-32293	7	41	monitoring	monitoring	NOUN
ajst-32293	7	42	using	use	VERB
ajst-32293	7	43	multi	multi	ADJ
ajst-32293	7	44	-	-	ADJ
ajst-32293	7	45	modal	modal	ADJ
ajst-32293	7	46	techniques	technique	NOUN
ajst-32293	7	47	.	.	PUNCT
ajst-32293	8	1	in	in	ADP
ajst-32293	8	2	this	this	DET
ajst-32293	8	3	paper	paper	NOUN
ajst-32293	8	4	,	,	PUNCT
ajst-32293	8	5	the	the	DET
ajst-32293	8	6	author	author	NOUN
ajst-32293	8	7	analyzes	analyze	VERB
ajst-32293	8	8	the	the	DET
ajst-32293	8	9	connections	connection	NOUN
ajst-32293	8	10	between	between	ADP
ajst-32293	8	11	basal	basal	ADJ
ajst-32293	8	12	ganglia	ganglion	NOUN
ajst-32293	8	13	firing	fire	VERB
ajst-32293	8	14	patterns	pattern	NOUN
ajst-32293	8	15	,	,	PUNCT
ajst-32293	8	16	motor	motor	NOUN
ajst-32293	8	17	disorders	disorder	NOUN
ajst-32293	8	18	,	,	PUNCT
ajst-32293	8	19	and	and	CCONJ
ajst-32293	8	20	cognitive	cognitive	ADJ
ajst-32293	8	21	mechanisms	mechanism	NOUN
ajst-32293	8	22	in	in	ADP
ajst-32293	8	23	pd	pd	PROPN
ajst-32293	8	24	.	.	PUNCT
ajst-32293	9	1	furthermore	furthermore	ADV
ajst-32293	9	2	,	,	PUNCT
ajst-32293	9	3	future	future	ADJ
ajst-32293	9	4	translational	translational	ADJ
ajst-32293	9	5	directions	direction	NOUN
ajst-32293	9	6	are	be	AUX
ajst-32293	9	7	also	also	ADV
ajst-32293	9	8	discussed	discuss	VERB
ajst-32293	9	9	,	,	PUNCT
ajst-32293	9	10	thereby	thereby	ADV
ajst-32293	9	11	offering	offer	VERB
ajst-32293	9	12	theoretical	theoretical	ADJ
ajst-32293	9	13	foundations	foundation	NOUN
ajst-32293	9	14	and	and	CCONJ
ajst-32293	9	15	practical	practical	ADJ
ajst-32293	9	16	insights	insight	NOUN
ajst-32293	9	17	for	for	ADP
ajst-32293	9	18	the	the	DET
ajst-32293	9	19	precise	precise	ADJ
ajst-32293	9	20	diagnosis	diagnosis	NOUN
ajst-32293	9	21	and	and	CCONJ
ajst-32293	9	22	treatment	treatment	NOUN
ajst-32293	9	23	of	of	ADP
ajst-32293	9	24	pd	pd	PROPN
ajst-32293	9	25	.	.	PUNCT
ajst-32293	10	1	keywords	keyword	NOUN
ajst-32293	10	2	:	:	PUNCT
ajst-32293	10	3	parkinson	parkinson	NOUN
ajst-32293	10	4	’s	’s	PART
ajst-32293	10	5	disease	disease	NOUN
ajst-32293	10	6	(	(	PUNCT
ajst-32293	10	7	pd	pd	PROPN
ajst-32293	10	8	)	)	PUNCT
ajst-32293	10	9	;	;	PUNCT
ajst-32293	10	10	basal	basal	ADJ
ajst-32293	10	11	ganglia	ganglia	NOUN
ajst-32293	10	12	;	;	PUNCT
ajst-32293	10	13	neuronal	neuronal	ADJ
ajst-32293	10	14	firing	firing	NOUN
ajst-32293	10	15	patterns;β	patterns;β	ADJ
ajst-32293	10	16	oscillations	oscillation	NOUN
ajst-32293	10	17	;	;	PUNCT
ajst-32293	10	18	cognitive	cognitive	ADJ
ajst-32293	10	19	impairment	impairment	NOUN
ajst-32293	10	20	.	.	PUNCT
ajst-32293	11	1	1	1	X
ajst-32293	11	2	.	.	X
ajst-32293	11	3	introduction	introduction	NOUN
ajst-32293	11	4	the	the	DET
ajst-32293	11	5	prevalence	prevalence	NOUN
ajst-32293	11	6	of	of	ADP
ajst-32293	11	7	parkinson	parkinson	NOUN
ajst-32293	11	8	’s	’s	PART
ajst-32293	11	9	disease	disease	NOUN
ajst-32293	11	10	(	(	PUNCT
ajst-32293	11	11	pd	pd	NOUN
ajst-32293	11	12	)	)	PUNCT
ajst-32293	11	13	continues	continue	VERB
ajst-32293	11	14	to	to	PART
ajst-32293	11	15	rise	rise	VERB
ajst-32293	11	16	,	,	PUNCT
ajst-32293	11	17	yet	yet	CCONJ
ajst-32293	11	18	effective	effective	ADJ
ajst-32293	11	19	treatment	treatment	NOUN
ajst-32293	11	20	options	option	NOUN
ajst-32293	11	21	remain	remain	VERB
ajst-32293	11	22	limited	limited	ADJ
ajst-32293	11	23	.	.	PUNCT
ajst-32293	12	1	understanding	understand	VERB
ajst-32293	12	2	the	the	DET
ajst-32293	12	3	cognitive	cognitive	ADJ
ajst-32293	12	4	mechanisms	mechanism	NOUN
ajst-32293	12	5	underlying	underlie	VERB
ajst-32293	12	6	abnormal	abnormal	ADJ
ajst-32293	12	7	neuronal	neuronal	ADJ
ajst-32293	12	8	firing	firing	NOUN
ajst-32293	12	9	and	and	CCONJ
ajst-32293	12	10	movement	movement	NOUN
ajst-32293	12	11	disorders	disorder	NOUN
ajst-32293	12	12	is	be	AUX
ajst-32293	12	13	therefore	therefore	ADV
ajst-32293	12	14	crucial	crucial	ADJ
ajst-32293	12	15	for	for	ADP
ajst-32293	12	16	advancing	advance	VERB
ajst-32293	12	17	precise	precise	ADJ
ajst-32293	12	18	diagnosis	diagnosis	NOUN
ajst-32293	12	19	and	and	CCONJ
ajst-32293	12	20	targeted	target	VERB
ajst-32293	12	21	interventions	intervention	NOUN
ajst-32293	12	22	.	.	PUNCT
ajst-32293	13	1	the	the	DET
ajst-32293	13	2	basal	basal	ADJ
ajst-32293	13	3	ganglia	ganglia	NOUN
ajst-32293	13	4	circuits	circuit	NOUN
ajst-32293	13	5	—	—	PUNCT
ajst-32293	13	6	comprising	comprise	VERB
ajst-32293	13	7	the	the	DET
ajst-32293	13	8	striatum	striatum	NOUN
ajst-32293	13	9	,	,	PUNCT
ajst-32293	13	10	globus	globus	NOUN
ajst-32293	13	11	pallidus	pallidus	NOUN
ajst-32293	13	12	,	,	PUNCT
ajst-32293	13	13	subthalamic	subthalamic	ADJ
ajst-32293	13	14	nucleus	nucleus	NOUN
ajst-32293	13	15	,	,	PUNCT
ajst-32293	13	16	and	and	CCONJ
ajst-32293	13	17	substantia	substantia	NOUN
ajst-32293	13	18	nigra	nigra	NOUN
ajst-32293	13	19	—	—	PUNCT
ajst-32293	13	20	form	form	VERB
ajst-32293	13	21	a	a	DET
ajst-32293	13	22	complex	complex	ADJ
ajst-32293	13	23	network	network	NOUN
ajst-32293	13	24	connected	connect	VERB
ajst-32293	13	25	to	to	ADP
ajst-32293	13	26	the	the	DET
ajst-32293	13	27	cerebral	cerebral	ADJ
ajst-32293	13	28	cortex	cortex	NOUN
ajst-32293	13	29	and	and	CCONJ
ajst-32293	13	30	thalamus	thalamus	VERB
ajst-32293	13	31	through	through	ADP
ajst-32293	13	32	the	the	DET
ajst-32293	13	33	direct	direct	ADJ
ajst-32293	13	34	,	,	PUNCT
ajst-32293	13	35	indirect	indirect	ADJ
ajst-32293	13	36	,	,	PUNCT
ajst-32293	13	37	and	and	CCONJ
ajst-32293	13	38	hyperdirect	hyperdirect	ADJ
ajst-32293	13	39	pathways	pathway	NOUN
ajst-32293	13	40	.	.	PUNCT
ajst-32293	14	1	this	this	DET
ajst-32293	14	2	system	system	NOUN
ajst-32293	14	3	regulates	regulate	VERB
ajst-32293	14	4	not	not	PART
ajst-32293	14	5	only	only	ADV
ajst-32293	14	6	motor	motor	NOUN
ajst-32293	14	7	initiation	initiation	NOUN
ajst-32293	14	8	and	and	CCONJ
ajst-32293	14	9	execution	execution	NOUN
ajst-32293	14	10	but	but	CCONJ
ajst-32293	14	11	also	also	ADV
ajst-32293	14	12	higher	high	ADJ
ajst-32293	14	13	-	-	PUNCT
ajst-32293	14	14	order	order	NOUN
ajst-32293	14	15	functions	function	NOUN
ajst-32293	14	16	such	such	ADJ
ajst-32293	14	17	as	as	ADP
ajst-32293	14	18	reward	reward	NOUN
ajst-32293	14	19	learning	learning	NOUN
ajst-32293	14	20	,	,	PUNCT
ajst-32293	14	21	decision	decision	NOUN
ajst-32293	14	22	-	-	PUNCT
ajst-32293	14	23	making	making	NOUN
ajst-32293	14	24	,	,	PUNCT
ajst-32293	14	25	and	and	CCONJ
ajst-32293	14	26	emotion	emotion	NOUN
ajst-32293	14	27	processing	processing	NOUN
ajst-32293	14	28	[	[	X
ajst-32293	14	29	1	1	NUM
ajst-32293	14	30	]	]	PUNCT
ajst-32293	14	31	.	.	PUNCT
ajst-32293	15	1	while	while	SCONJ
ajst-32293	15	2	the	the	DET
ajst-32293	15	3	traditional	traditional	ADJ
ajst-32293	15	4	firing	firing	NOUN
ajst-32293	15	5	rate	rate	NOUN
ajst-32293	15	6	hypothesis	hypothesis	NOUN
ajst-32293	15	7	attributes	attribute	VERB
ajst-32293	15	8	pd	pd	PROPN
ajst-32293	15	9	symptoms	symptom	NOUN
ajst-32293	15	10	to	to	PART
ajst-32293	15	11	altered	altered	ADJ
ajst-32293	15	12	average	average	ADJ
ajst-32293	15	13	firing	firing	NOUN
ajst-32293	15	14	frequencies	frequency	NOUN
ajst-32293	15	15	,	,	PUNCT
ajst-32293	15	16	recent	recent	ADJ
ajst-32293	15	17	evidence	evidence	NOUN
ajst-32293	15	18	highlights	highlight	VERB
ajst-32293	15	19	the	the	DET
ajst-32293	15	20	importance	importance	NOUN
ajst-32293	15	21	of	of	ADP
ajst-32293	15	22	abnormal	abnormal	ADJ
ajst-32293	15	23	firing	firing	NOUN
ajst-32293	15	24	patterns	pattern	NOUN
ajst-32293	15	25	and	and	CCONJ
ajst-32293	15	26	pathological	pathological	ADJ
ajst-32293	15	27	oscillations	oscillation	NOUN
ajst-32293	15	28	,	,	PUNCT
ajst-32293	15	29	which	which	PRON
ajst-32293	15	30	provide	provide	VERB
ajst-32293	15	31	a	a	DET
ajst-32293	15	32	more	more	ADV
ajst-32293	15	33	accurate	accurate	ADJ
ajst-32293	15	34	reflection	reflection	NOUN
ajst-32293	15	35	of	of	ADP
ajst-32293	15	36	basal	basal	ADJ
ajst-32293	15	37	ganglia	ganglia	NOUN
ajst-32293	15	38	dysfunction	dysfunction	NOUN
ajst-32293	15	39	[	[	X
ajst-32293	15	40	2	2	NUM
ajst-32293	15	41	]	]	PUNCT
ajst-32293	15	42	.	.	PUNCT
ajst-32293	16	1	these	these	DET
ajst-32293	16	2	oscillatory	oscillatory	ADJ
ajst-32293	16	3	features	feature	NOUN
ajst-32293	16	4	serve	serve	VERB
ajst-32293	16	5	as	as	ADP
ajst-32293	16	6	critical	critical	ADJ
ajst-32293	16	7	biomarkers	biomarker	NOUN
ajst-32293	16	8	for	for	ADP
ajst-32293	16	9	understanding	understand	VERB
ajst-32293	16	10	disease	disease	NOUN
ajst-32293	16	11	mechanisms	mechanism	NOUN
ajst-32293	16	12	and	and	CCONJ
ajst-32293	16	13	developing	develop	VERB
ajst-32293	16	14	real	real	ADJ
ajst-32293	16	15	-	-	PUNCT
ajst-32293	16	16	time	time	NOUN
ajst-32293	16	17	,	,	PUNCT
ajst-32293	16	18	personalized	personalize	VERB
ajst-32293	16	19	closed	closed	ADJ
ajst-32293	16	20	-	-	PUNCT
ajst-32293	16	21	loop	loop	NOUN
ajst-32293	16	22	deep	deep	ADJ
ajst-32293	16	23	brain	brain	NOUN
ajst-32293	16	24	stimulation	stimulation	NOUN
ajst-32293	16	25	(	(	PUNCT
ajst-32293	16	26	dbs	dbs	PROPN
ajst-32293	16	27	)	)	PUNCT
ajst-32293	16	28	.	.	PUNCT
ajst-32293	17	1	from	from	ADP
ajst-32293	17	2	the	the	DET
ajst-32293	17	3	perspective	perspective	NOUN
ajst-32293	17	4	of	of	ADP
ajst-32293	17	5	cognitive	cognitive	ADJ
ajst-32293	17	6	–	–	PUNCT
ajst-32293	17	7	motor	motor	NOUN
ajst-32293	17	8	integration	integration	NOUN
ajst-32293	17	9	,	,	PUNCT
ajst-32293	17	10	the	the	DET
ajst-32293	17	11	widespread	widespread	ADJ
ajst-32293	17	12	cognitive	cognitive	ADJ
ajst-32293	17	13	deficits	deficit	NOUN
ajst-32293	17	14	observed	observe	VERB
ajst-32293	17	15	in	in	ADP
ajst-32293	17	16	pd	pd	PROPN
ajst-32293	17	17	suggest	suggest	VERB
ajst-32293	17	18	that	that	SCONJ
ajst-32293	17	19	pathological	pathological	ADJ
ajst-32293	17	20	changes	change	NOUN
ajst-32293	17	21	extend	extend	VERB
ajst-32293	17	22	beyond	beyond	ADP
ajst-32293	17	23	motor	motor	NOUN
ajst-32293	17	24	circuits	circuit	NOUN
ajst-32293	17	25	.	.	PUNCT
ajst-32293	18	1	excessive	excessive	ADJ
ajst-32293	18	2	β	β	X
ajst-32293	18	3	oscillatory	oscillatory	ADJ
ajst-32293	18	4	activity	activity	NOUN
ajst-32293	18	5	(	(	PUNCT
ajst-32293	18	6	13–30	13–30	NUM
ajst-32293	18	7	hz	hz	VERB
ajst-32293	18	8	)	)	PUNCT
ajst-32293	18	9	disrupts	disrupt	VERB
ajst-32293	18	10	normal	normal	ADJ
ajst-32293	18	11	information	information	NOUN
ajst-32293	18	12	gating	gate	VERB
ajst-32293	18	13	within	within	ADP
ajst-32293	18	14	the	the	DET
ajst-32293	18	15	basal	basal	ADJ
ajst-32293	18	16	ganglia	ganglion	NOUN
ajst-32293	18	17	–	–	PUNCT
ajst-32293	18	18	thalamocortical	thalamocortical	ADJ
ajst-32293	18	19	loop	loop	NOUN
ajst-32293	18	20	,	,	PUNCT
ajst-32293	18	21	delaying	delay	VERB
ajst-32293	18	22	movement	movement	NOUN
ajst-32293	18	23	initiation	initiation	NOUN
ajst-32293	18	24	and	and	CCONJ
ajst-32293	18	25	impairing	impair	VERB
ajst-32293	18	26	cognitive	cognitive	ADJ
ajst-32293	18	27	flexibility	flexibility	NOUN
ajst-32293	18	28	[	[	X
ajst-32293	18	29	2	2	NUM
ajst-32293	18	30	]	]	PUNCT
ajst-32293	18	31	.	.	PUNCT
ajst-32293	19	1	this	this	DET
ajst-32293	19	2	study	study	NOUN
ajst-32293	19	3	aims	aim	VERB
ajst-32293	19	4	to	to	PART
ajst-32293	19	5	analyze	analyze	VERB
ajst-32293	19	6	the	the	DET
ajst-32293	19	7	interdisciplinary	interdisciplinary	ADJ
ajst-32293	19	8	research	research	NOUN
ajst-32293	19	9	progress	progress	NOUN
ajst-32293	19	10	on	on	ADP
ajst-32293	19	11	the	the	DET
ajst-32293	19	12	basal	basal	ADJ
ajst-32293	19	13	ganglia	ganglia	NOUN
ajst-32293	19	14	in	in	ADP
ajst-32293	19	15	parkinson	parkinson	NOUN
ajst-32293	19	16	's	's	PART
ajst-32293	19	17	disease	disease	NOUN
ajst-32293	19	18	from	from	ADP
ajst-32293	19	19	an	an	DET
ajst-32293	19	20	integrated	integrate	VERB
ajst-32293	19	21	cognitive	cognitive	ADJ
ajst-32293	19	22	-	-	PUNCT
ajst-32293	19	23	neurophysiological	neurophysiological	ADJ
ajst-32293	19	24	perspective	perspective	NOUN
ajst-32293	19	25	.	.	PUNCT
ajst-32293	20	1	methodologically	methodologically	ADV
ajst-32293	20	2	,	,	PUNCT
ajst-32293	20	3	this	this	DET
ajst-32293	20	4	study	study	NOUN
ajst-32293	20	5	will	will	AUX
ajst-32293	20	6	employ	employ	VERB
ajst-32293	20	7	a	a	DET
ajst-32293	20	8	comprehensive	comprehensive	ADJ
ajst-32293	20	9	literature	literature	NOUN
ajst-32293	20	10	review	review	NOUN
ajst-32293	20	11	and	and	CCONJ
ajst-32293	20	12	conceptual	conceptual	ADJ
ajst-32293	20	13	synthesis	synthesis	NOUN
ajst-32293	20	14	.	.	PUNCT
ajst-32293	21	1	ultimately	ultimately	ADV
ajst-32293	21	2	,	,	PUNCT
ajst-32293	21	3	it	it	PRON
ajst-32293	21	4	aims	aim	VERB
ajst-32293	21	5	to	to	PART
ajst-32293	21	6	propose	propose	VERB
ajst-32293	21	7	a	a	DET
ajst-32293	21	8	cognitive	cognitive	ADJ
ajst-32293	21	9	oscillation	oscillation	NOUN
ajst-32293	21	10	framework	framework	NOUN
ajst-32293	21	11	that	that	PRON
ajst-32293	21	12	considers	consider	VERB
ajst-32293	21	13	both	both	CCONJ
ajst-32293	21	14	motor	motor	NOUN
ajst-32293	21	15	and	and	CCONJ
ajst-32293	21	16	non	non	ADJ
ajst-32293	21	17	-	-	ADJ
ajst-32293	21	18	motor	motor	ADJ
ajst-32293	21	19	symptoms	symptom	NOUN
ajst-32293	21	20	,	,	PUNCT
ajst-32293	21	21	82	82	NUM
ajst-32293	21	22	thereby	thereby	ADV
ajst-32293	21	23	providing	provide	VERB
ajst-32293	21	24	theoretical	theoretical	ADJ
ajst-32293	21	25	and	and	CCONJ
ajst-32293	21	26	methodological	methodological	ADJ
ajst-32293	21	27	guidance	guidance	NOUN
ajst-32293	21	28	for	for	ADP
ajst-32293	21	29	future	future	ADJ
ajst-32293	21	30	personalized	personalize	VERB
ajst-32293	21	31	closed	closed	ADJ
ajst-32293	21	32	-	-	PUNCT
ajst-32293	21	33	loop	loop	NOUN
ajst-32293	21	34	interventions	intervention	NOUN
ajst-32293	21	35	.	.	PUNCT
ajst-32293	22	1	2	2	X
ajst-32293	22	2	.	.	X
ajst-32293	22	3	analysis	analysis	NOUN
ajst-32293	22	4	of	of	ADP
ajst-32293	22	5	abnormal	abnormal	ADJ
ajst-32293	22	6	spectrum	spectrum	NOUN
ajst-32293	22	7	of	of	ADP
ajst-32293	22	8	basal	basal	ADJ
ajst-32293	22	9	ganglia	ganglia	NOUN
ajst-32293	22	10	neuronal	neuronal	ADJ
ajst-32293	22	11	firing	firing	NOUN
ajst-32293	22	12	patterns	pattern	NOUN
ajst-32293	22	13	2.1	2.1	NUM
ajst-32293	22	14	cellular	cellular	ADJ
ajst-32293	22	15	level	level	NOUN
ajst-32293	22	16	:	:	PUNCT
ajst-32293	22	17	firing	firing	NOUN
ajst-32293	22	18	rate	rate	NOUN
ajst-32293	22	19	,	,	PUNCT
ajst-32293	22	20	bursting	bursting	NOUN
ajst-32293	22	21	,	,	PUNCT
ajst-32293	22	22	and	and	CCONJ
ajst-32293	22	23	phase	phase	NOUN
ajst-32293	22	24	locking	lock	VERB
ajst-32293	22	25	recordings	recording	NOUN
ajst-32293	22	26	from	from	ADP
ajst-32293	22	27	both	both	DET
ajst-32293	22	28	pd	pd	PROPN
ajst-32293	22	29	patients	patient	NOUN
ajst-32293	22	30	and	and	CCONJ
ajst-32293	22	31	animal	animal	NOUN
ajst-32293	22	32	models	model	NOUN
ajst-32293	22	33	have	have	AUX
ajst-32293	22	34	demonstrated	demonstrate	VERB
ajst-32293	22	35	significant	significant	ADJ
ajst-32293	22	36	abnormalities	abnormality	NOUN
ajst-32293	22	37	in	in	ADP
ajst-32293	22	38	firing	fire	VERB
ajst-32293	22	39	patterns	pattern	NOUN
ajst-32293	22	40	at	at	ADP
ajst-32293	22	41	the	the	DET
ajst-32293	22	42	single	single	ADJ
ajst-32293	22	43	-	-	PUNCT
ajst-32293	22	44	neuron	neuron	NOUN
ajst-32293	22	45	level	level	NOUN
ajst-32293	22	46	.	.	PUNCT
ajst-32293	23	1	first	first	ADV
ajst-32293	23	2	,	,	PUNCT
ajst-32293	23	3	the	the	DET
ajst-32293	23	4	average	average	ADJ
ajst-32293	23	5	firing	firing	NOUN
ajst-32293	23	6	frequency	frequency	NOUN
ajst-32293	23	7	of	of	ADP
ajst-32293	23	8	neurons	neuron	NOUN
ajst-32293	23	9	in	in	ADP
ajst-32293	23	10	the	the	DET
ajst-32293	23	11	subthalamic	subthalamic	ADJ
ajst-32293	23	12	nucleus	nucleus	NOUN
ajst-32293	23	13	(	(	PUNCT
ajst-32293	23	14	stn	stn	PROPN
ajst-32293	23	15	)	)	PUNCT
ajst-32293	23	16	and	and	CCONJ
ajst-32293	23	17	internal	internal	ADJ
ajst-32293	23	18	globus	globus	NOUN
ajst-32293	23	19	pallidus	pallidus	NOUN
ajst-32293	23	20	(	(	PUNCT
ajst-32293	23	21	gpi	gpi	PROPN
ajst-32293	23	22	)	)	PUNCT
ajst-32293	23	23	is	be	AUX
ajst-32293	23	24	increased	increase	VERB
ajst-32293	23	25	,	,	PUNCT
ajst-32293	23	26	showing	show	VERB
ajst-32293	23	27	sustained	sustained	ADJ
ajst-32293	23	28	highfrequency	highfrequency	NOUN
ajst-32293	23	29	firing	firing	NOUN
ajst-32293	23	30	,	,	PUNCT
ajst-32293	23	31	a	a	DET
ajst-32293	23	32	phenomenon	phenomenon	NOUN
ajst-32293	23	33	consistent	consistent	ADJ
ajst-32293	23	34	with	with	ADP
ajst-32293	23	35	the	the	DET
ajst-32293	23	36	traditional	traditional	ADJ
ajst-32293	23	37	firing	firing	NOUN
ajst-32293	23	38	rate	rate	NOUN
ajst-32293	23	39	hypothesis	hypothesis	NOUN
ajst-32293	23	40	.	.	PUNCT
ajst-32293	24	1	however	however	ADV
ajst-32293	24	2	,	,	PUNCT
ajst-32293	24	3	a	a	DET
ajst-32293	24	4	more	more	ADV
ajst-32293	24	5	characteristic	characteristic	ADJ
ajst-32293	24	6	feature	feature	NOUN
ajst-32293	24	7	is	be	AUX
ajst-32293	24	8	the	the	DET
ajst-32293	24	9	abnormal	abnormal	ADJ
ajst-32293	24	10	bursting	bursting	NOUN
ajst-32293	24	11	firing	firing	NOUN
ajst-32293	24	12	pattern	pattern	NOUN
ajst-32293	24	13	.	.	PUNCT
ajst-32293	25	1	instead	instead	ADV
ajst-32293	25	2	of	of	ADP
ajst-32293	25	3	normal	normal	ADJ
ajst-32293	25	4	single	single	ADJ
ajst-32293	25	5	-	-	PUNCT
ajst-32293	25	6	spike	spike	ADJ
ajst-32293	25	7	firing	firing	NOUN
ajst-32293	25	8	,	,	PUNCT
ajst-32293	25	9	neurons	neuron	NOUN
ajst-32293	25	10	often	often	ADV
ajst-32293	25	11	exhibit	exhibit	VERB
ajst-32293	25	12	high	high	ADJ
ajst-32293	25	13	-	-	PUNCT
ajst-32293	25	14	frequency	frequency	NOUN
ajst-32293	25	15	clustered	clustered	ADJ
ajst-32293	25	16	firing	firing	NOUN
ajst-32293	25	17	over	over	ADP
ajst-32293	25	18	short	short	ADJ
ajst-32293	25	19	periods	period	NOUN
ajst-32293	25	20	,	,	PUNCT
ajst-32293	25	21	which	which	PRON
ajst-32293	25	22	reduces	reduce	VERB
ajst-32293	25	23	the	the	DET
ajst-32293	25	24	temporal	temporal	ADJ
ajst-32293	25	25	precision	precision	NOUN
ajst-32293	25	26	of	of	ADP
ajst-32293	25	27	neural	neural	ADJ
ajst-32293	25	28	signals	signal	NOUN
ajst-32293	25	29	.	.	PUNCT
ajst-32293	26	1	second	second	ADV
ajst-32293	26	2	,	,	PUNCT
ajst-32293	26	3	the	the	DET
ajst-32293	26	4	variability	variability	NOUN
ajst-32293	26	5	of	of	ADP
ajst-32293	26	6	inter	inter	ADJ
ajst-32293	26	7	-	-	ADJ
ajst-32293	26	8	spike	spike	ADJ
ajst-32293	26	9	intervals	interval	NOUN
ajst-32293	26	10	(	(	PUNCT
ajst-32293	26	11	isis	isis	NOUN
ajst-32293	26	12	)	)	PUNCT
ajst-32293	26	13	among	among	ADP
ajst-32293	26	14	neurons	neuron	NOUN
ajst-32293	26	15	increases	increase	NOUN
ajst-32293	26	16	,	,	PUNCT
ajst-32293	26	17	manifested	manifest	VERB
ajst-32293	26	18	as	as	ADP
ajst-32293	26	19	unevenly	unevenly	ADV
ajst-32293	26	20	distributed	distribute	VERB
ajst-32293	26	21	firing	firing	NOUN
ajst-32293	26	22	intervals	interval	NOUN
ajst-32293	26	23	and	and	CCONJ
ajst-32293	26	24	weakened	weaken	VERB
ajst-32293	26	25	sparse	sparse	ADJ
ajst-32293	26	26	coding	coding	NOUN
ajst-32293	26	27	.	.	PUNCT
ajst-32293	27	1	single	single	ADJ
ajst-32293	27	2	-	-	PUNCT
ajst-32293	27	3	neuron	neuron	NOUN
ajst-32293	27	4	firing	firing	NOUN
ajst-32293	27	5	shows	show	VERB
ajst-32293	27	6	strong	strong	ADJ
ajst-32293	27	7	phase	phase	NOUN
ajst-32293	27	8	locking	lock	VERB
ajst-32293	27	9	with	with	ADP
ajst-32293	27	10	the	the	DET
ajst-32293	27	11	β	β	X
ajst-32293	27	12	rhythm	rhythm	NOUN
ajst-32293	27	13	of	of	ADP
ajst-32293	27	14	local	local	ADJ
ajst-32293	27	15	field	field	NOUN
ajst-32293	27	16	potentials	potential	VERB
ajst-32293	27	17	(	(	PUNCT
ajst-32293	27	18	lfps	lfps	NOUN
ajst-32293	27	19	)	)	PUNCT
ajst-32293	27	20	.	.	PUNCT
ajst-32293	28	1	neurons	neuron	NOUN
ajst-32293	28	2	typically	typically	ADV
ajst-32293	28	3	fire	fire	VERB
ajst-32293	28	4	at	at	ADP
ajst-32293	28	5	a	a	DET
ajst-32293	28	6	specific	specific	ADJ
ajst-32293	28	7	phase	phase	NOUN
ajst-32293	28	8	,	,	PUNCT
ajst-32293	28	9	which	which	PRON
ajst-32293	28	10	limits	limit	VERB
ajst-32293	28	11	the	the	DET
ajst-32293	28	12	time	time	NOUN
ajst-32293	28	13	window	window	NOUN
ajst-32293	28	14	for	for	ADP
ajst-32293	28	15	information	information	NOUN
ajst-32293	28	16	transmission	transmission	NOUN
ajst-32293	28	17	and	and	CCONJ
ajst-32293	28	18	reduces	reduce	VERB
ajst-32293	28	19	the	the	DET
ajst-32293	28	20	amount	amount	NOUN
ajst-32293	28	21	of	of	ADP
ajst-32293	28	22	encoded	encode	VERB
ajst-32293	28	23	information	information	NOUN
ajst-32293	28	24	.	.	PUNCT
ajst-32293	29	1	studies	study	NOUN
ajst-32293	29	2	suggest	suggest	VERB
ajst-32293	29	3	that	that	SCONJ
ajst-32293	29	4	this	this	DET
ajst-32293	29	5	abnormal	abnormal	ADJ
ajst-32293	29	6	phase	phase	NOUN
ajst-32293	29	7	coupling	coupling	NOUN
ajst-32293	29	8	may	may	AUX
ajst-32293	29	9	constrain	constrain	VERB
ajst-32293	29	10	the	the	DET
ajst-32293	29	11	dynamic	dynamic	ADJ
ajst-32293	29	12	integration	integration	NOUN
ajst-32293	29	13	of	of	ADP
ajst-32293	29	14	signals	signal	NOUN
ajst-32293	29	15	in	in	ADP
ajst-32293	29	16	the	the	DET
ajst-32293	29	17	striatum	striatum	NOUN
ajst-32293	29	18	and	and	CCONJ
ajst-32293	29	19	thalamus	thalamus	NOUN
ajst-32293	29	20	,	,	PUNCT
ajst-32293	29	21	thereby	thereby	ADV
ajst-32293	29	22	affecting	affect	VERB
ajst-32293	29	23	movement	movement	NOUN
ajst-32293	29	24	initiation	initiation	NOUN
ajst-32293	29	25	and	and	CCONJ
ajst-32293	29	26	cognitive	cognitive	ADJ
ajst-32293	29	27	updating	updating	NOUN
ajst-32293	29	28	[	[	X
ajst-32293	29	29	3,4	3,4	NUM
ajst-32293	29	30	]	]	PUNCT
ajst-32293	29	31	.	.	PUNCT
ajst-32293	30	1	increased	increase	VERB
ajst-32293	30	2	firing	firing	NOUN
ajst-32293	30	3	rate	rate	NOUN
ajst-32293	30	4	,	,	PUNCT
ajst-32293	30	5	bursting	bursting	NOUN
ajst-32293	30	6	,	,	PUNCT
ajst-32293	30	7	and	and	CCONJ
ajst-32293	30	8	phase	phase	NOUN
ajst-32293	30	9	locking	lock	VERB
ajst-32293	30	10	at	at	ADP
ajst-32293	30	11	the	the	DET
ajst-32293	30	12	cellular	cellular	ADJ
ajst-32293	30	13	level	level	NOUN
ajst-32293	30	14	constitute	constitute	VERB
ajst-32293	30	15	the	the	DET
ajst-32293	30	16	basic	basic	ADJ
ajst-32293	30	17	cellular	cellular	ADJ
ajst-32293	30	18	phenotypes	phenotype	NOUN
ajst-32293	30	19	underlying	underlie	VERB
ajst-32293	30	20	neural	neural	ADJ
ajst-32293	30	21	circuit	circuit	NOUN
ajst-32293	30	22	dysfunction	dysfunction	NOUN
ajst-32293	30	23	in	in	ADP
ajst-32293	30	24	pd	pd	PROPN
ajst-32293	30	25	.	.	PROPN
ajst-32293	30	26	2.2	2.2	NUM
ajst-32293	30	27	population	population	NOUN
ajst-32293	30	28	level	level	NOUN
ajst-32293	30	29	:	:	PUNCT
ajst-32293	30	30	enhanced	enhance	VERB
ajst-32293	30	31	β	β	X
ajst-32293	30	32	oscillations	oscillation	NOUN
ajst-32293	30	33	and	and	CCONJ
ajst-32293	30	34	altered	alter	VERB
ajst-32293	30	35	cross	cross	ADJ
ajst-32293	30	36	-	-	ADJ
ajst-32293	30	37	frequency	frequency	ADJ
ajst-32293	30	38	coupling	coupling	NOUN
ajst-32293	30	39	at	at	ADP
ajst-32293	30	40	the	the	DET
ajst-32293	30	41	population	population	NOUN
ajst-32293	30	42	level	level	NOUN
ajst-32293	30	43	,	,	PUNCT
ajst-32293	30	44	studies	study	NOUN
ajst-32293	30	45	using	use	VERB
ajst-32293	30	46	lfps	lfps	NOUN
ajst-32293	30	47	and	and	CCONJ
ajst-32293	30	48	electroencephalography	electroencephalography	NOUN
ajst-32293	30	49	/	/	SYM
ajst-32293	30	50	magnetoencephalography	magnetoencephalography	NOUN
ajst-32293	30	51	(	(	PUNCT
ajst-32293	30	52	eeg	eeg	PROPN
ajst-32293	30	53	/	/	SYM
ajst-32293	30	54	meg	meg	NOUN
ajst-32293	30	55	)	)	PUNCT
ajst-32293	30	56	have	have	AUX
ajst-32293	30	57	identified	identify	VERB
ajst-32293	30	58	the	the	DET
ajst-32293	30	59	most	most	ADV
ajst-32293	30	60	prominent	prominent	ADJ
ajst-32293	30	61	electrophysiological	electrophysiological	ADJ
ajst-32293	30	62	feature	feature	NOUN
ajst-32293	30	63	of	of	ADP
ajst-32293	30	64	pd	pd	PROPN
ajst-32293	30	65	,	,	PUNCT
ajst-32293	30	66	which	which	PRON
ajst-32293	30	67	is	be	AUX
ajst-32293	30	68	excessive	excessive	ADJ
ajst-32293	30	69	activity	activity	NOUN
ajst-32293	30	70	in	in	ADP
ajst-32293	30	71	the	the	DET
ajst-32293	30	72	β	β	X
ajst-32293	30	73	frequency	frequency	NOUN
ajst-32293	30	74	band	band	NOUN
ajst-32293	30	75	(	(	PUNCT
ajst-32293	30	76	13	13	NUM
ajst-32293	30	77	-	-	SYM
ajst-32293	30	78	30	30	NUM
ajst-32293	30	79	hz	hz	NOUN
ajst-32293	30	80	)	)	PUNCT
ajst-32293	31	1	[	[	X
ajst-32293	31	2	5	5	NUM
ajst-32293	31	3	]	]	PUNCT
ajst-32293	31	4	.	.	PUNCT
ajst-32293	32	1	excessive	excessive	PROPN
ajst-32293	32	2	β	β	X
ajst-32293	32	3	synchronization	synchronization	NOUN
ajst-32293	32	4	is	be	AUX
ajst-32293	32	5	not	not	PART
ajst-32293	32	6	only	only	ADV
ajst-32293	32	7	evident	evident	ADJ
ajst-32293	32	8	at	at	ADP
ajst-32293	32	9	rest	rest	NOUN
ajst-32293	32	10	but	but	CCONJ
ajst-32293	32	11	also	also	ADV
ajst-32293	32	12	persists	persist	VERB
ajst-32293	32	13	during	during	ADP
ajst-32293	32	14	movement	movement	NOUN
ajst-32293	32	15	preparation	preparation	NOUN
ajst-32293	32	16	and	and	CCONJ
ajst-32293	32	17	execution	execution	NOUN
ajst-32293	32	18	due	due	ADP
ajst-32293	32	19	to	to	ADP
ajst-32293	32	20	insufficient	insufficient	ADJ
ajst-32293	32	21	inhibition	inhibition	NOUN
ajst-32293	32	22	.	.	PUNCT
ajst-32293	33	1	normally	normally	ADV
ajst-32293	33	2	,	,	PUNCT
ajst-32293	33	3	movement	movement	NOUN
ajst-32293	33	4	initiation	initiation	NOUN
ajst-32293	33	5	is	be	AUX
ajst-32293	33	6	accompanied	accompany	VERB
ajst-32293	33	7	by	by	ADP
ajst-32293	33	8	a	a	DET
ajst-32293	33	9	reduction	reduction	NOUN
ajst-32293	33	10	in	in	ADP
ajst-32293	33	11	β	β	X
ajst-32293	33	12	power	power	NOUN
ajst-32293	33	13	(	(	PUNCT
ajst-32293	33	14	event	event	NOUN
ajst-32293	33	15	-	-	PUNCT
ajst-32293	33	16	related	relate	VERB
ajst-32293	33	17	desynchronization	desynchronization	NOUN
ajst-32293	33	18	,	,	PUNCT
ajst-32293	33	19	erd	erd	PROPN
ajst-32293	33	20	)	)	PUNCT
ajst-32293	33	21	.	.	PUNCT
ajst-32293	34	1	however	however	ADV
ajst-32293	34	2	,	,	PUNCT
ajst-32293	34	3	in	in	ADP
ajst-32293	34	4	pd	pd	PROPN
ajst-32293	34	5	patients	patient	NOUN
ajst-32293	34	6	,	,	PUNCT
ajst-32293	34	7	this	this	DET
ajst-32293	34	8	process	process	NOUN
ajst-32293	34	9	becomes	becomes	AUX
ajst-32293	34	10	delayed	delay	VERB
ajst-32293	34	11	or	or	CCONJ
ajst-32293	34	12	attenuated	attenuate	VERB
ajst-32293	34	13	,	,	PUNCT
ajst-32293	34	14	which	which	PRON
ajst-32293	34	15	is	be	AUX
ajst-32293	34	16	associated	associate	VERB
ajst-32293	34	17	with	with	ADP
ajst-32293	34	18	bradykinesia	bradykinesia	PROPN
ajst-32293	34	19	.	.	PUNCT
ajst-32293	35	1	the	the	DET
ajst-32293	35	2	amplitude	amplitude	NOUN
ajst-32293	35	3	of	of	ADP
ajst-32293	35	4	high	high	ADJ
ajst-32293	35	5	-	-	PUNCT
ajst-32293	35	6	frequency	frequency	NOUN
ajst-32293	35	7	γ	γ	NOUN
ajst-32293	35	8	oscillations	oscillation	NOUN
ajst-32293	35	9	(	(	PUNCT
ajst-32293	35	10	>	>	X
ajst-32293	35	11	60	60	NUM
ajst-32293	35	12	hz	hz	NOUN
ajst-32293	35	13	)	)	PUNCT
ajst-32293	35	14	is	be	AUX
ajst-32293	35	15	usually	usually	ADV
ajst-32293	35	16	suppressed	suppress	VERB
ajst-32293	35	17	,	,	PUNCT
ajst-32293	35	18	thereby	thereby	ADV
ajst-32293	35	19	reducing	reduce	VERB
ajst-32293	35	20	the	the	DET
ajst-32293	35	21	efficiency	efficiency	NOUN
ajst-32293	35	22	of	of	ADP
ajst-32293	35	23	local	local	ADJ
ajst-32293	35	24	neural	neural	ADJ
ajst-32293	35	25	coding	coding	NOUN
ajst-32293	35	26	.	.	PUNCT
ajst-32293	36	1	cross	cross	ADJ
ajst-32293	36	2	-	-	ADJ
ajst-32293	36	3	frequency	frequency	ADJ
ajst-32293	36	4	coupling	coupling	NOUN
ajst-32293	36	5	studies	study	NOUN
ajst-32293	36	6	have	have	AUX
ajst-32293	36	7	revealed	reveal	VERB
ajst-32293	36	8	enhanced	enhance	VERB
ajst-32293	36	9	β	β	NOUN
ajst-32293	36	10	-	-	NOUN
ajst-32293	36	11	phase	phase	NOUN
ajst-32293	36	12	γ	γ	NOUN
ajst-32293	36	13	-	-	PUNCT
ajst-32293	36	14	amplitude	amplitude	NOUN
ajst-32293	36	15	coupling	coupling	NOUN
ajst-32293	36	16	(	(	PUNCT
ajst-32293	36	17	pac	pac	PROPN
ajst-32293	36	18	)	)	PUNCT
ajst-32293	36	19	in	in	ADP
ajst-32293	36	20	the	the	DET
ajst-32293	36	21	basal	basal	ADJ
ajst-32293	36	22	ganglia	ganglia	NOUN
ajst-32293	36	23	circuits	circuit	NOUN
ajst-32293	36	24	of	of	ADP
ajst-32293	36	25	pd	pd	NOUN
ajst-32293	36	26	patients	patient	NOUN
ajst-32293	36	27	.	.	PUNCT
ajst-32293	37	1	specifically	specifically	ADV
ajst-32293	37	2	,	,	PUNCT
ajst-32293	37	3	the	the	DET
ajst-32293	37	4	phase	phase	NOUN
ajst-32293	37	5	of	of	ADP
ajst-32293	37	6	β	β	X
ajst-32293	37	7	rhythms	rhythm	NOUN
ajst-32293	37	8	determines	determine	VERB
ajst-32293	37	9	the	the	DET
ajst-32293	37	10	expression	expression	NOUN
ajst-32293	37	11	window	window	NOUN
ajst-32293	37	12	of	of	ADP
ajst-32293	37	13	γ	γ	PROPN
ajst-32293	37	14	oscillations	oscillation	NOUN
ajst-32293	37	15	,	,	PUNCT
ajst-32293	37	16	limiting	limit	VERB
ajst-32293	37	17	the	the	DET
ajst-32293	37	18	flexibility	flexibility	NOUN
ajst-32293	37	19	of	of	ADP
ajst-32293	37	20	high	high	ADJ
ajst-32293	37	21	-	-	PUNCT
ajst-32293	37	22	frequency	frequency	NOUN
ajst-32293	37	23	oscillations	oscillation	NOUN
ajst-32293	37	24	.	.	PUNCT
ajst-32293	38	1	this	this	DET
ajst-32293	38	2	excessive	excessive	ADJ
ajst-32293	38	3	coupling	coupling	NOUN
ajst-32293	38	4	locks	lock	VERB
ajst-32293	38	5	the	the	DET
ajst-32293	38	6	channels	channel	NOUN
ajst-32293	38	7	for	for	ADP
ajst-32293	38	8	task	task	NOUN
ajst-32293	38	9	-	-	PUNCT
ajst-32293	38	10	related	relate	VERB
ajst-32293	38	11	information	information	NOUN
ajst-32293	38	12	,	,	PUNCT
ajst-32293	38	13	resulting	result	VERB
ajst-32293	38	14	in	in	ADP
ajst-32293	38	15	slowed	slow	VERB
ajst-32293	38	16	sensorimotor	sensorimotor	NOUN
ajst-32293	38	17	transformation	transformation	NOUN
ajst-32293	38	18	and	and	CCONJ
ajst-32293	38	19	cognitive	cognitive	ADJ
ajst-32293	38	20	updating	updating	NOUN
ajst-32293	38	21	.	.	PUNCT
ajst-32293	39	1	therefore	therefore	ADV
ajst-32293	39	2	,	,	PUNCT
ajst-32293	39	3	enhanced	enhance	VERB
ajst-32293	39	4	β	β	X
ajst-32293	39	5	oscillations	oscillation	NOUN
ajst-32293	39	6	and	and	CCONJ
ajst-32293	39	7	abnormal	abnormal	ADJ
ajst-32293	39	8	pac	pac	NOUN
ajst-32293	39	9	at	at	ADP
ajst-32293	39	10	the	the	DET
ajst-32293	39	11	population	population	NOUN
ajst-32293	39	12	level	level	NOUN
ajst-32293	39	13	are	be	AUX
ajst-32293	39	14	not	not	PART
ajst-32293	39	15	only	only	ADV
ajst-32293	39	16	characteristic	characteristic	ADJ
ajst-32293	39	17	manifestations	manifestation	NOUN
ajst-32293	39	18	of	of	ADP
ajst-32293	39	19	the	the	DET
ajst-32293	39	20	disease	disease	NOUN
ajst-32293	39	21	but	but	CCONJ
ajst-32293	39	22	also	also	ADV
ajst-32293	39	23	key	key	ADJ
ajst-32293	39	24	targets	target	NOUN
ajst-32293	39	25	for	for	ADP
ajst-32293	39	26	regulatory	regulatory	ADJ
ajst-32293	39	27	interventions	intervention	NOUN
ajst-32293	39	28	(	(	PUNCT
ajst-32293	39	29	e.g.	e.g.	ADV
ajst-32293	39	30	,	,	PUNCT
ajst-32293	39	31	closed	closed	ADJ
ajst-32293	39	32	-	-	PUNCT
ajst-32293	39	33	loop	loop	NOUN
ajst-32293	39	34	deep	deep	ADJ
ajst-32293	39	35	brain	brain	NOUN
ajst-32293	39	36	stimulation	stimulation	NOUN
ajst-32293	39	37	,	,	PUNCT
ajst-32293	39	38	dbs	dbs	PROPN
ajst-32293	39	39	)	)	PUNCT
ajst-32293	39	40	.	.	PUNCT
ajst-32293	40	1	2.3	2.3	NUM
ajst-32293	40	2	network	network	NOUN
ajst-32293	40	3	level	level	NOUN
ajst-32293	40	4	:	:	PUNCT
ajst-32293	40	5	cortico	cortico	NOUN
ajst-32293	40	6	-	-	PUNCT
ajst-32293	40	7	basal	basal	PROPN
ajst-32293	40	8	ganglia	ganglia	NOUN
ajst-32293	40	9	circuit	circuit	NOUN
ajst-32293	40	10	synchronization	synchronization	NOUN
ajst-32293	40	11	at	at	ADP
ajst-32293	40	12	the	the	DET
ajst-32293	40	13	network	network	NOUN
ajst-32293	40	14	level	level	NOUN
ajst-32293	40	15	,	,	PUNCT
ajst-32293	40	16	pd	pd	PROPN
ajst-32293	40	17	patients	patient	NOUN
ajst-32293	40	18	exhibit	exhibit	VERB
ajst-32293	40	19	excessive	excessive	ADJ
ajst-32293	40	20	synchronization	synchronization	NOUN
ajst-32293	40	21	in	in	ADP
ajst-32293	40	22	the	the	DET
ajst-32293	40	23	cortico	cortico	NOUN
ajst-32293	40	24	-	-	PUNCT
ajst-32293	40	25	basal	basal	PROPN
ajst-32293	40	26	ganglia	ganglia	NOUN
ajst-32293	40	27	circuit	circuit	NOUN
ajst-32293	40	28	.	.	PUNCT
ajst-32293	41	1	circuits	circuit	NOUN
ajst-32293	41	2	involving	involve	VERB
ajst-32293	41	3	the	the	DET
ajst-32293	41	4	motor	motor	NOUN
ajst-32293	41	5	cortex	cortex	NOUN
ajst-32293	41	6	,	,	PUNCT
ajst-32293	41	7	stn	stn	PROPN
ajst-32293	41	8	,	,	PUNCT
ajst-32293	41	9	and	and	CCONJ
ajst-32293	41	10	gpi	gpi	PROPN
ajst-32293	41	11	show	show	VERB
ajst-32293	41	12	high	high	ADJ
ajst-32293	41	13	-	-	PUNCT
ajst-32293	41	14	amplitude	amplitude	NOUN
ajst-32293	41	15	coherence	coherence	NOUN
ajst-32293	41	16	in	in	ADP
ajst-32293	41	17	the	the	DET
ajst-32293	41	18	β	β	NOUN
ajst-32293	41	19	band	band	NOUN
ajst-32293	42	1	[	[	X
ajst-32293	42	2	6	6	NUM
ajst-32293	42	3	]	]	PUNCT
ajst-32293	42	4	,	,	PUNCT
ajst-32293	42	5	indicating	indicate	VERB
ajst-32293	42	6	overly	overly	ADV
ajst-32293	42	7	coupled	couple	VERB
ajst-32293	42	8	signal	signal	NOUN
ajst-32293	42	9	transmission	transmission	NOUN
ajst-32293	42	10	between	between	ADP
ajst-32293	42	11	relevant	relevant	ADJ
ajst-32293	42	12	brain	brain	NOUN
ajst-32293	42	13	regions	region	NOUN
ajst-32293	42	14	within	within	ADP
ajst-32293	42	15	the	the	DET
ajst-32293	42	16	network	network	NOUN
ajst-32293	42	17	,	,	PUNCT
ajst-32293	42	18	with	with	ADP
ajst-32293	42	19	a	a	DET
ajst-32293	42	20	lack	lack	NOUN
ajst-32293	42	21	of	of	ADP
ajst-32293	42	22	flexible	flexible	ADJ
ajst-32293	42	23	decoupling	decoupling	NOUN
ajst-32293	42	24	and	and	CCONJ
ajst-32293	42	25	reconfiguration	reconfiguration	NOUN
ajst-32293	42	26	.	.	PUNCT
ajst-32293	43	1	functional	functional	ADJ
ajst-32293	43	2	magnetic	magnetic	ADJ
ajst-32293	43	3	resonance	resonance	NOUN
ajst-32293	43	4	imaging	imaging	NOUN
ajst-32293	43	5	(	(	PUNCT
ajst-32293	43	6	fmri	fmri	ADJ
ajst-32293	43	7	)	)	PUNCT
ajst-32293	43	8	and	and	CCONJ
ajst-32293	43	9	meg	meg	NOUN
ajst-32293	43	10	studies	study	NOUN
ajst-32293	43	11	have	have	AUX
ajst-32293	43	12	further	far	ADV
ajst-32293	43	13	found	find	VERB
ajst-32293	43	14	that	that	SCONJ
ajst-32293	43	15	long	long	ADJ
ajst-32293	43	16	-	-	PUNCT
ajst-32293	43	17	range	range	NOUN
ajst-32293	43	18	connections	connection	NOUN
ajst-32293	43	19	between	between	ADP
ajst-32293	43	20	the	the	DET
ajst-32293	43	21	frontoparietal	frontoparietal	ADJ
ajst-32293	43	22	cortex	cortex	NOUN
ajst-32293	43	23	and	and	CCONJ
ajst-32293	43	24	the	the	DET
ajst-32293	43	25	basal	basal	ADJ
ajst-32293	43	26	ganglia	ganglion	NOUN
ajst-32293	43	27	tend	tend	VERB
ajst-32293	43	28	to	to	PART
ajst-32293	43	29	become	become	VERB
ajst-32293	43	30	rigid	rigid	ADJ
ajst-32293	43	31	in	in	ADP
ajst-32293	43	32	pd	pd	PROPN
ajst-32293	43	33	patients	patient	NOUN
ajst-32293	43	34	,	,	PUNCT
ajst-32293	43	35	with	with	ADP
ajst-32293	43	36	reduced	reduce	VERB
ajst-32293	43	37	small	small	ADJ
ajst-32293	43	38	-	-	PUNCT
ajst-32293	43	39	world	world	NOUN
ajst-32293	43	40	properties	property	NOUN
ajst-32293	43	41	and	and	CCONJ
ajst-32293	43	42	diminished	diminish	VERB
ajst-32293	43	43	inter	inter	ADJ
ajst-32293	43	44	-	-	ADJ
ajst-32293	43	45	regional	regional	ADJ
ajst-32293	43	46	communication	communication	NOUN
ajst-32293	43	47	.	.	PUNCT
ajst-32293	44	1	this	this	DET
ajst-32293	44	2	excessive	excessive	ADJ
ajst-32293	44	3	synchronization	synchronization	NOUN
ajst-32293	44	4	disrupts	disrupt	VERB
ajst-32293	44	5	the	the	DET
ajst-32293	44	6	normal	normal	ADJ
ajst-32293	44	7	"	"	PUNCT
ajst-32293	44	8	error	error	NOUN
ajst-32293	44	9	amplification	amplification	NOUN
ajst-32293	44	10	-	-	PUNCT
ajst-32293	44	11	inhibition	inhibition	NOUN
ajst-32293	44	12	"	"	PUNCT
ajst-32293	44	13	process	process	NOUN
ajst-32293	44	14	,	,	PUNCT
ajst-32293	44	15	preventing	prevent	VERB
ajst-32293	44	16	the	the	DET
ajst-32293	44	17	system	system	NOUN
ajst-32293	44	18	from	from	ADP
ajst-32293	44	19	dynamically	dynamically	ADV
ajst-32293	44	20	adjusting	adjust	VERB
ajst-32293	44	21	thresholds	threshold	NOUN
ajst-32293	44	22	when	when	SCONJ
ajst-32293	44	23	encountering	encounter	VERB
ajst-32293	44	24	conflicts	conflict	NOUN
ajst-32293	44	25	or	or	CCONJ
ajst-32293	44	26	uncertainties	uncertainty	NOUN
ajst-32293	44	27	.	.	PUNCT
ajst-32293	45	1	patients	patient	NOUN
ajst-32293	45	2	exhibit	exhibit	VERB
ajst-32293	45	3	slowed	slow	VERB
ajst-32293	45	4	movement	movement	NOUN
ajst-32293	45	5	initiation	initiation	NOUN
ajst-32293	45	6	,	,	PUNCT
ajst-32293	45	7	hesitation	hesitation	NOUN
ajst-32293	45	8	,	,	PUNCT
ajst-32293	45	9	and	and	CCONJ
ajst-32293	45	10	reduced	reduce	VERB
ajst-32293	45	11	exploratory	exploratory	ADJ
ajst-32293	45	12	behavior	behavior	NOUN
ajst-32293	45	13	.	.	PUNCT
ajst-32293	46	1	additionally	additionally	ADV
ajst-32293	46	2	,	,	PUNCT
ajst-32293	46	3	symptoms	symptom	NOUN
ajst-32293	46	4	such	such	ADJ
ajst-32293	46	5	as	as	ADP
ajst-32293	46	6	resting	rest	VERB
ajst-32293	46	7	tremor	tremor	NOUN
ajst-32293	46	8	involve	involve	VERB
ajst-32293	46	9	abnormal	abnormal	ADJ
ajst-32293	46	10	coupling	coupling	NOUN
ajst-32293	46	11	of	of	ADP
ajst-32293	46	12	the	the	DET
ajst-32293	46	13	cortico	cortico	NOUN
ajst-32293	46	14	-	-	PUNCT
ajst-32293	46	15	cerebellar	cerebellar	ADJ
ajst-32293	46	16	-	-	PUNCT
ajst-32293	46	17	basal	basal	ADJ
ajst-32293	46	18	ganglia	ganglia	NOUN
ajst-32293	46	19	circuit	circuit	NOUN
ajst-32293	46	20	across	across	ADP
ajst-32293	46	21	different	different	ADJ
ajst-32293	46	22	frequency	frequency	NOUN
ajst-32293	46	23	bands	band	NOUN
ajst-32293	46	24	83	83	NUM
ajst-32293	46	25	(	(	PUNCT
ajst-32293	46	26	θ	θ	PROPN
ajst-32293	46	27	/	/	SYM
ajst-32293	46	28	α	α	NOUN
ajst-32293	46	29	)	)	PUNCT
ajst-32293	46	30	,	,	PUNCT
ajst-32293	46	31	suggesting	suggest	VERB
ajst-32293	46	32	that	that	SCONJ
ajst-32293	46	33	abnormal	abnormal	ADJ
ajst-32293	46	34	network	network	NOUN
ajst-32293	46	35	synchronization	synchronization	NOUN
ajst-32293	46	36	is	be	AUX
ajst-32293	46	37	frequencyand	frequencyand	ADJ
ajst-32293	46	38	circuit	circuit	NOUN
ajst-32293	46	39	-	-	PUNCT
ajst-32293	46	40	specific	specific	NOUN
ajst-32293	46	41	.	.	PUNCT
ajst-32293	47	1	thus	thus	ADV
ajst-32293	47	2	,	,	PUNCT
ajst-32293	47	3	excessive	excessive	ADJ
ajst-32293	47	4	synchronization	synchronization	NOUN
ajst-32293	47	5	of	of	ADP
ajst-32293	47	6	the	the	DET
ajst-32293	47	7	cortico	cortico	NOUN
ajst-32293	47	8	-	-	PUNCT
ajst-32293	47	9	basal	basal	PROPN
ajst-32293	47	10	ganglia	ganglia	NOUN
ajst-32293	47	11	circuit	circuit	NOUN
ajst-32293	47	12	network	network	NOUN
ajst-32293	47	13	can	can	AUX
ajst-32293	47	14	be	be	AUX
ajst-32293	47	15	regarded	regard	VERB
ajst-32293	47	16	as	as	ADP
ajst-32293	47	17	one	one	NUM
ajst-32293	47	18	of	of	ADP
ajst-32293	47	19	the	the	DET
ajst-32293	47	20	core	core	NOUN
ajst-32293	47	21	mechanisms	mechanism	NOUN
ajst-32293	47	22	underlying	underlie	VERB
ajst-32293	47	23	the	the	DET
ajst-32293	47	24	multidimensional	multidimensional	ADJ
ajst-32293	47	25	symptoms	symptom	NOUN
ajst-32293	47	26	of	of	ADP
ajst-32293	47	27	pd	pd	PROPN
ajst-32293	47	28	.	.	PROPN
ajst-32293	47	29	3	3	X
ajst-32293	47	30	.	.	X
ajst-32293	47	31	coupling	couple	VERB
ajst-32293	47	32	between	between	ADP
ajst-32293	47	33	cognitive	cognitive	ADJ
ajst-32293	47	34	mechanisms	mechanism	NOUN
ajst-32293	47	35	and	and	CCONJ
ajst-32293	47	36	movement	movement	NOUN
ajst-32293	47	37	disorders	disorder	NOUN
ajst-32293	47	38	3.1	3.1	NUM
ajst-32293	47	39	executive	executive	NOUN
ajst-32293	47	40	function	function	NOUN
ajst-32293	47	41	and	and	CCONJ
ajst-32293	47	42	working	working	NOUN
ajst-32293	47	43	memory	memory	NOUN
ajst-32293	47	44	gating	gate	VERB
ajst-32293	47	45	impaired	impaired	ADJ
ajst-32293	47	46	executive	executive	ADJ
ajst-32293	47	47	function	function	NOUN
ajst-32293	47	48	is	be	AUX
ajst-32293	47	49	one	one	NUM
ajst-32293	47	50	of	of	ADP
ajst-32293	47	51	the	the	DET
ajst-32293	47	52	most	most	ADV
ajst-32293	47	53	important	important	ADJ
ajst-32293	47	54	non	non	ADJ
ajst-32293	47	55	-	-	ADJ
ajst-32293	47	56	motor	motor	ADJ
ajst-32293	47	57	symptoms	symptom	NOUN
ajst-32293	47	58	of	of	ADP
ajst-32293	47	59	pd	pd	PROPN
ajst-32293	47	60	,	,	PUNCT
ajst-32293	47	61	with	with	ADP
ajst-32293	47	62	working	working	NOUN
ajst-32293	47	63	memory	memory	NOUN
ajst-32293	47	64	gating	gating	NOUN
ajst-32293	47	65	being	be	AUX
ajst-32293	47	66	the	the	DET
ajst-32293	47	67	most	most	ADV
ajst-32293	47	68	prominent	prominent	ADJ
ajst-32293	47	69	deficit	deficit	NOUN
ajst-32293	47	70	.	.	PUNCT
ajst-32293	48	1	in	in	ADP
ajst-32293	48	2	pd	pd	PROPN
ajst-32293	48	3	,	,	PUNCT
ajst-32293	48	4	pathologically	pathologically	ADV
ajst-32293	48	5	enhanced	enhance	VERB
ajst-32293	48	6	β	β	X
ajst-32293	48	7	synchronization	synchronization	NOUN
ajst-32293	48	8	restricts	restrict	VERB
ajst-32293	48	9	the	the	DET
ajst-32293	48	10	reduction	reduction	NOUN
ajst-32293	48	11	of	of	ADP
ajst-32293	48	12	β	β	X
ajst-32293	48	13	activity	activity	NOUN
ajst-32293	48	14	(	(	PUNCT
ajst-32293	48	15	the	the	DET
ajst-32293	48	16	"	"	PUNCT
ajst-32293	48	17	downswing	downswing	NOUN
ajst-32293	48	18	"	"	PUNCT
ajst-32293	48	19	process	process	NOUN
ajst-32293	48	20	)	)	PUNCT
ajst-32293	48	21	,	,	PUNCT
ajst-32293	48	22	leading	lead	VERB
ajst-32293	48	23	to	to	ADP
ajst-32293	48	24	reduced	reduce	VERB
ajst-32293	48	25	information	information	NOUN
ajst-32293	48	26	updating	update	VERB
ajst-32293	48	27	efficiency	efficiency	NOUN
ajst-32293	48	28	.	.	PUNCT
ajst-32293	49	1	behaviorally	behaviorally	ADV
ajst-32293	49	2	,	,	PUNCT
ajst-32293	49	3	this	this	PRON
ajst-32293	49	4	is	be	AUX
ajst-32293	49	5	manifested	manifest	VERB
ajst-32293	49	6	as	as	ADP
ajst-32293	49	7	slower	slow	ADJ
ajst-32293	49	8	responses	response	NOUN
ajst-32293	49	9	in	in	ADP
ajst-32293	49	10	pd	pd	PROPN
ajst-32293	49	11	patients	patient	NOUN
ajst-32293	49	12	during	during	ADP
ajst-32293	49	13	tasks	task	NOUN
ajst-32293	49	14	such	such	ADJ
ajst-32293	49	15	as	as	ADP
ajst-32293	49	16	the	the	DET
ajst-32293	49	17	n	n	NUM
ajst-32293	49	18	-	-	PUNCT
ajst-32293	49	19	back	back	NOUN
ajst-32293	49	20	task	task	NOUN
ajst-32293	49	21	,	,	PUNCT
ajst-32293	49	22	task	task	NOUN
ajst-32293	49	23	-	-	PUNCT
ajst-32293	49	24	switching	switch	VERB
ajst-32293	49	25	paradigms	paradigm	NOUN
ajst-32293	49	26	,	,	PUNCT
ajst-32293	49	27	and	and	CCONJ
ajst-32293	49	28	stroop	stroop	VERB
ajst-32293	49	29	conflict	conflict	NOUN
ajst-32293	49	30	tests	test	NOUN
ajst-32293	49	31	,	,	PUNCT
ajst-32293	49	32	indicating	indicate	VERB
ajst-32293	49	33	a	a	DET
ajst-32293	49	34	persistently	persistently	ADV
ajst-32293	49	35	elevated	elevated	ADJ
ajst-32293	49	36	gating	gating	NOUN
ajst-32293	49	37	threshold	threshold	NOUN
ajst-32293	49	38	[	[	X
ajst-32293	49	39	3	3	NUM
ajst-32293	49	40	]	]	PUNCT
ajst-32293	49	41	.	.	PUNCT
ajst-32293	50	1	meanwhile	meanwhile	ADV
ajst-32293	50	2	,	,	PUNCT
ajst-32293	50	3	abnormal	abnormal	ADJ
ajst-32293	50	4	phase	phase	NOUN
ajst-32293	50	5	coupling	coupling	NOUN
ajst-32293	50	6	between	between	ADP
ajst-32293	50	7	the	the	DET
ajst-32293	50	8	stn	stn	PROPN
ajst-32293	50	9	and	and	CCONJ
ajst-32293	50	10	prefrontal	prefrontal	ADJ
ajst-32293	50	11	cortex	cortex	NOUN
ajst-32293	50	12	impairs	impair	VERB
ajst-32293	50	13	executive	executive	ADJ
ajst-32293	50	14	inhibition	inhibition	NOUN
ajst-32293	50	15	and	and	CCONJ
ajst-32293	50	16	flexible	flexible	ADJ
ajst-32293	50	17	switching	switching	NOUN
ajst-32293	50	18	abilities	ability	NOUN
ajst-32293	50	19	.	.	PUNCT
ajst-32293	51	1	neuromodulation	neuromodulation	NOUN
ajst-32293	51	2	studies	study	NOUN
ajst-32293	51	3	have	have	AUX
ajst-32293	51	4	shown	show	VERB
ajst-32293	51	5	that	that	SCONJ
ajst-32293	51	6	reducing	reduce	VERB
ajst-32293	51	7	stn	stn	PROPN
ajst-32293	51	8	β	β	PROPN
ajst-32293	51	9	oscillations	oscillation	NOUN
ajst-32293	51	10	can	can	AUX
ajst-32293	51	11	improve	improve	VERB
ajst-32293	51	12	cognitive	cognitive	ADJ
ajst-32293	51	13	flexibility	flexibility	NOUN
ajst-32293	51	14	,	,	PUNCT
ajst-32293	51	15	but	but	CCONJ
ajst-32293	51	16	excessive	excessive	ADJ
ajst-32293	51	17	inhibition	inhibition	NOUN
ajst-32293	51	18	may	may	AUX
ajst-32293	51	19	lead	lead	VERB
ajst-32293	51	20	to	to	ADP
ajst-32293	51	21	impulsion	impulsion	NOUN
ajst-32293	51	22	.	.	PUNCT
ajst-32293	52	1	these	these	DET
ajst-32293	52	2	findings	finding	NOUN
ajst-32293	52	3	confirm	confirm	VERB
ajst-32293	52	4	that	that	SCONJ
ajst-32293	52	5	basal	basal	ADJ
ajst-32293	52	6	ganglia	ganglia	NOUN
ajst-32293	52	7	oscillations	oscillation	NOUN
ajst-32293	52	8	are	be	AUX
ajst-32293	52	9	the	the	DET
ajst-32293	52	10	rhythmic	rhythmic	ADJ
ajst-32293	52	11	basis	basis	NOUN
ajst-32293	52	12	for	for	ADP
ajst-32293	52	13	motor	motor	NOUN
ajst-32293	52	14	output	output	NOUN
ajst-32293	52	15	as	as	ADV
ajst-32293	52	16	well	well	ADV
ajst-32293	52	17	as	as	ADP
ajst-32293	52	18	dynamic	dynamic	ADJ
ajst-32293	52	19	regulators	regulator	NOUN
ajst-32293	52	20	of	of	ADP
ajst-32293	52	21	working	working	NOUN
ajst-32293	52	22	memory	memory	NOUN
ajst-32293	52	23	and	and	CCONJ
ajst-32293	52	24	executive	executive	ADJ
ajst-32293	52	25	control	control	NOUN
ajst-32293	52	26	.	.	PUNCT
ajst-32293	53	1	abnormalities	abnormality	NOUN
ajst-32293	53	2	in	in	ADP
ajst-32293	53	3	these	these	DET
ajst-32293	53	4	oscillations	oscillation	NOUN
ajst-32293	53	5	cause	cause	VERB
ajst-32293	53	6	pd	pd	NOUN
ajst-32293	53	7	patients	patient	NOUN
ajst-32293	53	8	to	to	PART
ajst-32293	53	9	move	move	VERB
ajst-32293	53	10	slowly	slowly	ADV
ajst-32293	53	11	and	and	CCONJ
ajst-32293	53	12	think	think	VERB
ajst-32293	53	13	slowly	slowly	ADV
ajst-32293	53	14	.	.	PUNCT
ajst-32293	54	1	3.2	3.2	NUM
ajst-32293	54	2	slow	slow	ADJ
ajst-32293	54	3	decision	decision	NOUN
ajst-32293	54	4	-	-	PUNCT
ajst-32293	54	5	making	making	NOUN
ajst-32293	54	6	and	and	CCONJ
ajst-32293	54	7	the	the	DET
ajst-32293	54	8	hyper	hyper	NOUN
ajst-32293	54	9	-	-	ADJ
ajst-32293	54	10	inhibition	inhibition	ADJ
ajst-32293	54	11	hypothesis	hypothesis	NOUN
ajst-32293	54	12	slow	slow	ADJ
ajst-32293	54	13	decision	decision	NOUN
ajst-32293	54	14	-	-	PUNCT
ajst-32293	54	15	making	making	NOUN
ajst-32293	54	16	is	be	AUX
ajst-32293	54	17	a	a	DET
ajst-32293	54	18	cognitive	cognitive	ADJ
ajst-32293	54	19	impairment	impairment	NOUN
ajst-32293	54	20	in	in	ADP
ajst-32293	54	21	pd	pd	PROPN
ajst-32293	54	22	,	,	PUNCT
ajst-32293	54	23	characterized	characterize	VERB
ajst-32293	54	24	by	by	ADP
ajst-32293	54	25	longer	long	ADJ
ajst-32293	54	26	response	response	NOUN
ajst-32293	54	27	time	time	NOUN
ajst-32293	54	28	when	when	SCONJ
ajst-32293	54	29	making	make	VERB
ajst-32293	54	30	choices	choice	NOUN
ajst-32293	54	31	in	in	ADP
ajst-32293	54	32	conflicting	conflicting	ADJ
ajst-32293	54	33	or	or	CCONJ
ajst-32293	54	34	uncertain	uncertain	ADJ
ajst-32293	54	35	environments	environment	NOUN
ajst-32293	54	36	.	.	PUNCT
ajst-32293	55	1	the	the	DET
ajst-32293	55	2	classic	classic	ADJ
ajst-32293	55	3	hyper	hyper	ADJ
ajst-32293	55	4	-	-	PUNCT
ajst-32293	55	5	inhibition	inhibition	ADJ
ajst-32293	55	6	hypothesis	hypothesis	NOUN
ajst-32293	55	7	posits	posit	NOUN
ajst-32293	55	8	that	that	SCONJ
ajst-32293	55	9	the	the	DET
ajst-32293	55	10	stn	stn	PROPN
ajst-32293	55	11	is	be	AUX
ajst-32293	55	12	over	over	ADV
ajst-32293	55	13	-	-	PUNCT
ajst-32293	55	14	activated	activate	VERB
ajst-32293	55	15	during	during	ADP
ajst-32293	55	16	conflict	conflict	NOUN
ajst-32293	55	17	detection	detection	NOUN
ajst-32293	55	18	and	and	CCONJ
ajst-32293	55	19	maintains	maintain	VERB
ajst-32293	55	20	a	a	DET
ajst-32293	55	21	persistently	persistently	ADV
ajst-32293	55	22	elevated	elevate	VERB
ajst-32293	55	23	threshold	threshold	NOUN
ajst-32293	55	24	,	,	PUNCT
ajst-32293	55	25	preventing	prevent	VERB
ajst-32293	55	26	rapid	rapid	ADJ
ajst-32293	55	27	motor	motor	NOUN
ajst-32293	55	28	or	or	CCONJ
ajst-32293	55	29	cognitive	cognitive	ADJ
ajst-32293	55	30	choices	choice	NOUN
ajst-32293	55	31	.	.	PUNCT
ajst-32293	56	1	when	when	SCONJ
ajst-32293	56	2	the	the	DET
ajst-32293	56	3	stn	stn	PROPN
ajst-32293	56	4	receives	receive	VERB
ajst-32293	56	5	conflict	conflict	NOUN
ajst-32293	56	6	signals	signal	NOUN
ajst-32293	56	7	from	from	ADP
ajst-32293	56	8	the	the	DET
ajst-32293	56	9	anterior	anterior	ADJ
ajst-32293	56	10	cingulate	cingulate	NOUN
ajst-32293	56	11	cortex	cortex	NOUN
ajst-32293	56	12	and	and	CCONJ
ajst-32293	56	13	prefrontal	prefrontal	ADJ
ajst-32293	56	14	cortex	cortex	NOUN
ajst-32293	56	15	,	,	PUNCT
ajst-32293	56	16	it	it	PRON
ajst-32293	56	17	immediately	immediately	ADV
ajst-32293	56	18	raises	raise	VERB
ajst-32293	56	19	the	the	DET
ajst-32293	56	20	decisionmaking	decisionmake	VERB
ajst-32293	56	21	threshold	threshold	NOUN
ajst-32293	56	22	to	to	PART
ajst-32293	56	23	ensure	ensure	VERB
ajst-32293	56	24	more	more	ADV
ajst-32293	56	25	cautious	cautious	ADJ
ajst-32293	56	26	judgments	judgment	NOUN
ajst-32293	56	27	,	,	PUNCT
ajst-32293	56	28	which	which	PRON
ajst-32293	56	29	serves	serve	VERB
ajst-32293	56	30	a	a	DET
ajst-32293	56	31	"	"	PUNCT
ajst-32293	56	32	braking	braking	NOUN
ajst-32293	56	33	"	"	PUNCT
ajst-32293	56	34	function	function	NOUN
ajst-32293	56	35	.	.	PUNCT
ajst-32293	57	1	however	however	ADV
ajst-32293	57	2	,	,	PUNCT
ajst-32293	57	3	in	in	ADP
ajst-32293	57	4	pd	pd	PROPN
ajst-32293	57	5	,	,	PUNCT
ajst-32293	57	6	chronic	chronic	ADJ
ajst-32293	57	7	enhancement	enhancement	NOUN
ajst-32293	57	8	of	of	ADP
ajst-32293	57	9	β	β	X
ajst-32293	57	10	oscillations	oscillation	NOUN
ajst-32293	57	11	keeps	keep	VERB
ajst-32293	57	12	this	this	DET
ajst-32293	57	13	threshold	threshold	NOUN
ajst-32293	57	14	persistently	persistently	ADV
ajst-32293	57	15	elevated	elevate	VERB
ajst-32293	57	16	,	,	PUNCT
ajst-32293	57	17	resulting	result	VERB
ajst-32293	57	18	in	in	ADP
ajst-32293	57	19	generalized	generalized	ADJ
ajst-32293	57	20	slowing	slowing	NOUN
ajst-32293	57	21	.	.	PUNCT
ajst-32293	58	1	in	in	ADP
ajst-32293	58	2	addition	addition	NOUN
ajst-32293	58	3	to	to	ADP
ajst-32293	58	4	delaying	delay	VERB
ajst-32293	58	5	movement	movement	NOUN
ajst-32293	58	6	initiation	initiation	NOUN
ajst-32293	58	7	,	,	PUNCT
ajst-32293	58	8	it	it	PRON
ajst-32293	58	9	prolongs	prolong	VERB
ajst-32293	58	10	cognitive	cognitive	ADJ
ajst-32293	58	11	judgment	judgment	NOUN
ajst-32293	59	1	[	[	X
ajst-32293	59	2	7	7	NUM
ajst-32293	59	3	]	]	PUNCT
ajst-32293	59	4	.	.	PUNCT
ajst-32293	60	1	intraoperative	intraoperative	ADJ
ajst-32293	60	2	recording	recording	NOUN
ajst-32293	60	3	evidence	evidence	NOUN
ajst-32293	60	4	shows	show	VERB
ajst-32293	60	5	that	that	SCONJ
ajst-32293	60	6	stronger	strong	ADJ
ajst-32293	60	7	stn	stn	PROPN
ajst-32293	60	8	β	β	PROPN
ajst-32293	60	9	activity	activity	NOUN
ajst-32293	60	10	correlates	correlate	VERB
ajst-32293	60	11	with	with	ADP
ajst-32293	60	12	longer	long	ADJ
ajst-32293	60	13	response	response	NOUN
ajst-32293	60	14	times	time	NOUN
ajst-32293	60	15	and	and	CCONJ
ajst-32293	60	16	lower	low	ADJ
ajst-32293	60	17	conflict	conflict	NOUN
ajst-32293	60	18	-	-	PUNCT
ajst-32293	60	19	related	relate	VERB
ajst-32293	60	20	error	error	NOUN
ajst-32293	60	21	rates	rate	NOUN
ajst-32293	60	22	,	,	PUNCT
ajst-32293	60	23	indicating	indicate	VERB
ajst-32293	60	24	that	that	SCONJ
ajst-32293	60	25	patients	patient	NOUN
ajst-32293	60	26	adopt	adopt	VERB
ajst-32293	60	27	a	a	DET
ajst-32293	60	28	"	"	PUNCT
ajst-32293	60	29	speed	speed	VERB
ajst-32293	60	30	-	-	PUNCT
ajst-32293	60	31	for	for	ADP
ajst-32293	60	32	-	-	PUNCT
ajst-32293	60	33	accuracy	accuracy	NOUN
ajst-32293	60	34	"	"	PUNCT
ajst-32293	60	35	trade	trade	NOUN
ajst-32293	60	36	-	-	PUNCT
ajst-32293	60	37	off	off	NOUN
ajst-32293	60	38	to	to	PART
ajst-32293	60	39	maintain	maintain	VERB
ajst-32293	60	40	decision	decision	NOUN
ajst-32293	60	41	-	-	PUNCT
ajst-32293	60	42	making	make	VERB
ajst-32293	60	43	performance	performance	NOUN
ajst-32293	60	44	.	.	PUNCT
ajst-32293	61	1	inhibiting	inhibit	VERB
ajst-32293	61	2	stn	stn	PROPN
ajst-32293	61	3	β	β	PROPN
ajst-32293	61	4	oscillations	oscillation	NOUN
ajst-32293	61	5	via	via	ADP
ajst-32293	61	6	dbs	dbs	PROPN
ajst-32293	61	7	can	can	AUX
ajst-32293	61	8	shorten	shorten	VERB
ajst-32293	61	9	response	response	NOUN
ajst-32293	61	10	times	time	NOUN
ajst-32293	61	11	but	but	CCONJ
ajst-32293	61	12	may	may	AUX
ajst-32293	61	13	increase	increase	VERB
ajst-32293	61	14	impulsive	impulsive	ADJ
ajst-32293	61	15	control	control	NOUN
ajst-32293	61	16	disorders	disorder	NOUN
ajst-32293	61	17	,	,	PUNCT
ajst-32293	61	18	reflecting	reflect	VERB
ajst-32293	61	19	a	a	DET
ajst-32293	61	20	stability	stability	NOUN
ajst-32293	61	21	-	-	PUNCT
ajst-32293	61	22	flexibility	flexibility	NOUN
ajst-32293	61	23	dilemma	dilemma	NOUN
ajst-32293	61	24	in	in	ADP
ajst-32293	61	25	the	the	DET
ajst-32293	61	26	circuit	circuit	NOUN
ajst-32293	61	27	.	.	PUNCT
ajst-32293	62	1	thus	thus	ADV
ajst-32293	62	2	,	,	PUNCT
ajst-32293	62	3	the	the	DET
ajst-32293	62	4	hyper	hyper	NOUN
ajst-32293	62	5	-	-	PUNCT
ajst-32293	62	6	inhibition	inhibition	ADJ
ajst-32293	62	7	hypothesis	hypothesis	NOUN
ajst-32293	62	8	explains	explain	VERB
ajst-32293	62	9	the	the	DET
ajst-32293	62	10	neurological	neurological	ADJ
ajst-32293	62	11	mechanism	mechanism	NOUN
ajst-32293	62	12	of	of	ADP
ajst-32293	62	13	decision	decision	NOUN
ajst-32293	62	14	-	-	PUNCT
ajst-32293	62	15	making	make	VERB
ajst-32293	62	16	slowing	slow	VERB
ajst-32293	62	17	in	in	ADP
ajst-32293	62	18	pd	pd	PROPN
ajst-32293	62	19	and	and	CCONJ
ajst-32293	62	20	highlights	highlight	NOUN
ajst-32293	62	21	the	the	DET
ajst-32293	62	22	need	need	NOUN
ajst-32293	62	23	to	to	PART
ajst-32293	62	24	balance	balance	VERB
ajst-32293	62	25	safety	safety	NOUN
ajst-32293	62	26	and	and	CCONJ
ajst-32293	62	27	efficiency	efficiency	NOUN
ajst-32293	62	28	in	in	ADP
ajst-32293	62	29	individualized	individualized	ADJ
ajst-32293	62	30	treatments	treatment	NOUN
ajst-32293	62	31	.	.	PUNCT
ajst-32293	63	1	4	4	X
ajst-32293	63	2	.	.	X
ajst-32293	63	3	interdisciplinary	interdisciplinary	ADJ
ajst-32293	63	4	research	research	NOUN
ajst-32293	63	5	methods	method	NOUN
ajst-32293	63	6	and	and	CCONJ
ajst-32293	63	7	latest	late	ADJ
ajst-32293	63	8	research	research	NOUN
ajst-32293	63	9	progress	progress	NOUN
ajst-32293	63	10	4.1	4.1	NUM
ajst-32293	63	11	integration	integration	NOUN
ajst-32293	63	12	of	of	ADP
ajst-32293	63	13	electrophysiology	electrophysiology	NOUN
ajst-32293	63	14	and	and	CCONJ
ajst-32293	63	15	multimodal	multimodal	NOUN
ajst-32293	63	16	imaging	image	VERB
ajst-32293	63	17	the	the	DET
ajst-32293	63	18	application	application	NOUN
ajst-32293	63	19	of	of	ADP
ajst-32293	63	20	electrophysiological	electrophysiological	ADJ
ajst-32293	63	21	and	and	CCONJ
ajst-32293	63	22	multimodal	multimodal	ADJ
ajst-32293	63	23	imaging	imaging	NOUN
ajst-32293	63	24	techniques	technique	NOUN
ajst-32293	63	25	in	in	ADP
ajst-32293	63	26	pd	pd	PROPN
ajst-32293	63	27	research	research	NOUN
ajst-32293	63	28	has	have	AUX
ajst-32293	63	29	provided	provide	VERB
ajst-32293	63	30	a	a	DET
ajst-32293	63	31	novel	novel	ADJ
ajst-32293	63	32	approach	approach	NOUN
ajst-32293	63	33	to	to	ADP
ajst-32293	63	34	exploring	explore	VERB
ajst-32293	63	35	abnormal	abnormal	ADJ
ajst-32293	63	36	basal	basal	ADJ
ajst-32293	63	37	ganglia	ganglia	NOUN
ajst-32293	63	38	firing	fire	VERB
ajst-32293	63	39	in	in	ADP
ajst-32293	63	40	depth	depth	NOUN
ajst-32293	63	41	.	.	PUNCT
ajst-32293	64	1	intraoperative	intraoperative	ADJ
ajst-32293	64	2	singleunit	singleunit	NOUN
ajst-32293	64	3	and	and	CCONJ
ajst-32293	64	4	lfp	lfp	NOUN
ajst-32293	64	5	recordings	recording	NOUN
ajst-32293	64	6	enable	enable	VERB
ajst-32293	64	7	direct	direct	ADJ
ajst-32293	64	8	observation	observation	NOUN
ajst-32293	64	9	of	of	ADP
ajst-32293	64	10	firing	firing	NOUN
ajst-32293	64	11	rates	rate	NOUN
ajst-32293	64	12	,	,	PUNCT
ajst-32293	64	13	bursting	burst	VERB
ajst-32293	64	14	patterns	pattern	NOUN
ajst-32293	64	15	,	,	PUNCT
ajst-32293	64	16	and	and	CCONJ
ajst-32293	64	17	β	β	X
ajst-32293	64	18	synchronization	synchronization	NOUN
ajst-32293	64	19	in	in	ADP
ajst-32293	64	20	nuclei	nucleus	NOUN
ajst-32293	64	21	such	such	ADJ
ajst-32293	64	22	as	as	ADP
ajst-32293	64	23	the	the	DET
ajst-32293	64	24	stn	stn	PROPN
ajst-32293	64	25	and	and	CCONJ
ajst-32293	64	26	internal	internal	PROPN
ajst-32293	64	27	gpi	gpi	PROPN
ajst-32293	64	28	,	,	PUNCT
ajst-32293	64	29	laying	lay	VERB
ajst-32293	64	30	the	the	DET
ajst-32293	64	31	foundation	foundation	NOUN
ajst-32293	64	32	for	for	ADP
ajst-32293	64	33	establishing	establish	VERB
ajst-32293	64	34	correlations	correlation	NOUN
ajst-32293	64	35	between	between	ADP
ajst-32293	64	36	"	"	PUNCT
ajst-32293	64	37	neural	neural	ADJ
ajst-32293	64	38	codes	code	NOUN
ajst-32293	64	39	"	"	PUNCT
ajst-32293	64	40	and	and	CCONJ
ajst-32293	64	41	symptoms	symptom	NOUN
ajst-32293	64	42	.	.	PUNCT
ajst-32293	65	1	high	high	ADJ
ajst-32293	65	2	-	-	PUNCT
ajst-32293	65	3	field	field	NOUN
ajst-32293	65	4	functional	functional	ADJ
ajst-32293	65	5	magnetic	magnetic	ADJ
ajst-32293	65	6	resonance	resonance	NOUN
ajst-32293	65	7	imaging	imaging	NOUN
ajst-32293	65	8	(	(	PUNCT
ajst-32293	65	9	fmri	fmri	ADJ
ajst-32293	65	10	)	)	PUNCT
ajst-32293	65	11	reveals	reveal	VERB
ajst-32293	65	12	the	the	DET
ajst-32293	65	13	macroscopic	macroscopic	ADJ
ajst-32293	65	14	network	network	NOUN
ajst-32293	65	15	structure	structure	NOUN
ajst-32293	65	16	of	of	ADP
ajst-32293	65	17	the	the	DET
ajst-32293	65	18	cortex	cortex	NOUN
ajst-32293	65	19	-	-	PUNCT
ajst-32293	65	20	basal	basal	ADJ
ajst-32293	65	21	ganglia	ganglia	NOUN
ajst-32293	65	22	-	-	PUNCT
ajst-32293	65	23	thalamus	thalamus	NOUN
ajst-32293	65	24	circuit	circuit	NOUN
ajst-32293	65	25	,	,	PUNCT
ajst-32293	65	26	while	while	SCONJ
ajst-32293	65	27	laminar	laminar	ADJ
ajst-32293	65	28	fmri	fmri	NOUN
ajst-32293	65	29	can	can	AUX
ajst-32293	65	30	even	even	ADV
ajst-32293	65	31	decompose	decompose	VERB
ajst-32293	65	32	input	input	NOUN
ajst-32293	65	33	-	-	PUNCT
ajst-32293	65	34	output	output	NOUN
ajst-32293	65	35	patterns	pattern	NOUN
ajst-32293	65	36	across	across	ADP
ajst-32293	65	37	different	different	ADJ
ajst-32293	65	38	cortical	cortical	ADJ
ajst-32293	65	39	layers	layer	NOUN
ajst-32293	65	40	.	.	PUNCT
ajst-32293	66	1	meg	meg	NOUN
ajst-32293	66	2	and	and	CCONJ
ajst-32293	66	3	high	high	ADJ
ajst-32293	66	4	-	-	PUNCT
ajst-32293	66	5	density	density	NOUN
ajst-32293	66	6	eeg	eeg	NOUN
ajst-32293	66	7	enable	enable	VERB
ajst-32293	66	8	non	non	ADJ
ajst-32293	66	9	-	-	ADJ
ajst-32293	66	10	invasive	invasive	ADJ
ajst-32293	66	11	long	long	ADJ
ajst-32293	66	12	-	-	PUNCT
ajst-32293	66	13	range	range	NOUN
ajst-32293	66	14	coherence	coherence	NOUN
ajst-32293	66	15	monitoring	monitoring	NOUN
ajst-32293	66	16	,	,	PUNCT
ajst-32293	66	17	allowing	allow	VERB
ajst-32293	66	18	systematic	systematic	ADJ
ajst-32293	66	19	analysis	analysis	NOUN
ajst-32293	66	20	of	of	ADP
ajst-32293	66	21	dynamic	dynamic	ADJ
ajst-32293	66	22	interactions	interaction	NOUN
ajst-32293	66	23	across	across	ADP
ajst-32293	66	24	spatiotemporal	spatiotemporal	ADJ
ajst-32293	66	25	scales	scale	NOUN
ajst-32293	66	26	[	[	X
ajst-32293	66	27	8	8	NUM
ajst-32293	66	28	]	]	PUNCT
ajst-32293	66	29	.	.	PUNCT
ajst-32293	67	1	in	in	ADP
ajst-32293	67	2	recent	recent	ADJ
ajst-32293	67	3	years	year	NOUN
ajst-32293	67	4	,	,	PUNCT
ajst-32293	67	5	positron	positron	NOUN
ajst-32293	67	6	emission	emission	NOUN
ajst-32293	67	7	tomography	tomography	NOUN
ajst-32293	67	8	(	(	PUNCT
ajst-32293	67	9	pet	pet	NOUN
ajst-32293	67	10	)	)	PUNCT
ajst-32293	67	11	imaging	imaging	NOUN
ajst-32293	67	12	has	have	AUX
ajst-32293	67	13	been	be	AUX
ajst-32293	67	14	used	use	VERB
ajst-32293	67	15	to	to	PART
ajst-32293	67	16	quantify	quantify	VERB
ajst-32293	67	17	the	the	DET
ajst-32293	67	18	density	density	NOUN
ajst-32293	67	19	of	of	ADP
ajst-32293	67	20	dopamine	dopamine	NOUN
ajst-32293	67	21	transporters	transporter	NOUN
ajst-32293	67	22	and	and	CCONJ
ajst-32293	67	23	receptors	receptor	NOUN
ajst-32293	67	24	,	,	PUNCT
ajst-32293	67	25	linking	link	VERB
ajst-32293	67	26	electrophysiological	electrophysiological	ADJ
ajst-32293	67	27	data	datum	NOUN
ajst-32293	67	28	with	with	ADP
ajst-32293	67	29	neurotransmitter	neurotransmitter	NOUN
ajst-32293	67	30	status	status	NOUN
ajst-32293	67	31	to	to	PART
ajst-32293	67	32	construct	construct	VERB
ajst-32293	67	33	a	a	DET
ajst-32293	67	34	84	84	NUM
ajst-32293	67	35	comprehensive	comprehensive	ADJ
ajst-32293	67	36	structural	structural	ADJ
ajst-32293	67	37	-	-	PUNCT
ajst-32293	67	38	functional	functional	ADJ
ajst-32293	67	39	-	-	PUNCT
ajst-32293	67	40	chemical	chemical	NOUN
ajst-32293	67	41	relationship	relationship	NOUN
ajst-32293	67	42	network	network	NOUN
ajst-32293	67	43	map	map	NOUN
ajst-32293	67	44	.	.	PUNCT
ajst-32293	68	1	this	this	DET
ajst-32293	68	2	multimodal	multimodal	ADJ
ajst-32293	68	3	integration	integration	NOUN
ajst-32293	68	4	not	not	PART
ajst-32293	68	5	solely	solely	ADV
ajst-32293	68	6	confirms	confirm	VERB
ajst-32293	68	7	the	the	DET
ajst-32293	68	8	causal	causal	ADJ
ajst-32293	68	9	relationship	relationship	NOUN
ajst-32293	68	10	between	between	ADP
ajst-32293	68	11	β	β	PROPN
ajst-32293	68	12	oscillations	oscillation	NOUN
ajst-32293	68	13	,	,	PUNCT
ajst-32293	68	14	cross	cross	ADJ
ajst-32293	68	15	-	-	ADJ
ajst-32293	68	16	frequency	frequency	ADJ
ajst-32293	68	17	coupling	coupling	NOUN
ajst-32293	68	18	,	,	PUNCT
ajst-32293	68	19	and	and	CCONJ
ajst-32293	68	20	bradykinesia	bradykinesia	NOUN
ajst-32293	68	21	but	but	CCONJ
ajst-32293	68	22	clarifies	clarify	VERB
ajst-32293	68	23	the	the	DET
ajst-32293	68	24	neural	neural	ADJ
ajst-32293	68	25	basis	basis	NOUN
ajst-32293	68	26	of	of	ADP
ajst-32293	68	27	cognitive	cognitive	ADJ
ajst-32293	68	28	impairment	impairment	NOUN
ajst-32293	68	29	and	and	CCONJ
ajst-32293	68	30	functional	functional	ADJ
ajst-32293	68	31	disconnection	disconnection	NOUN
ajst-32293	68	32	in	in	ADP
ajst-32293	68	33	the	the	DET
ajst-32293	68	34	frontal	frontal	ADJ
ajst-32293	68	35	-	-	PUNCT
ajst-32293	68	36	basal	basal	ADJ
ajst-32293	68	37	ganglia	ganglia	NOUN
ajst-32293	68	38	circuit	circuit	NOUN
ajst-32293	68	39	.	.	PUNCT
ajst-32293	69	1	future	future	ADJ
ajst-32293	69	2	research	research	NOUN
ajst-32293	69	3	on	on	ADP
ajst-32293	69	4	the	the	DET
ajst-32293	69	5	integration	integration	NOUN
ajst-32293	69	6	of	of	ADP
ajst-32293	69	7	electrophysiology	electrophysiology	NOUN
ajst-32293	69	8	and	and	CCONJ
ajst-32293	69	9	imaging	imaging	NOUN
ajst-32293	69	10	may	may	AUX
ajst-32293	69	11	translate	translate	VERB
ajst-32293	69	12	cross	cross	ADJ
ajst-32293	69	13	-	-	ADJ
ajst-32293	69	14	scale	scale	ADJ
ajst-32293	69	15	observations	observation	NOUN
ajst-32293	69	16	into	into	ADP
ajst-32293	69	17	comprehensive	comprehensive	ADJ
ajst-32293	69	18	neural	neural	ADJ
ajst-32293	69	19	network	network	NOUN
ajst-32293	69	20	modeling	modeling	NOUN
ajst-32293	69	21	for	for	ADP
ajst-32293	69	22	precise	precise	ADJ
ajst-32293	69	23	interventions	intervention	NOUN
ajst-32293	69	24	.	.	PUNCT
ajst-32293	70	1	4.2	4.2	NUM
ajst-32293	70	2	computational	computational	ADJ
ajst-32293	70	3	and	and	CCONJ
ajst-32293	70	4	statistical	statistical	ADJ
ajst-32293	70	5	modeling	modeling	NOUN
ajst-32293	70	6	with	with	ADP
ajst-32293	70	7	the	the	DET
ajst-32293	70	8	accumulation	accumulation	NOUN
ajst-32293	70	9	of	of	ADP
ajst-32293	70	10	large	large	ADJ
ajst-32293	70	11	volumes	volume	NOUN
ajst-32293	70	12	of	of	ADP
ajst-32293	70	13	neural	neural	ADJ
ajst-32293	70	14	data	datum	NOUN
ajst-32293	70	15	,	,	PUNCT
ajst-32293	70	16	computational	computational	ADJ
ajst-32293	70	17	and	and	CCONJ
ajst-32293	70	18	statistical	statistical	ADJ
ajst-32293	70	19	modeling	modeling	NOUN
ajst-32293	70	20	has	have	AUX
ajst-32293	70	21	become	become	VERB
ajst-32293	70	22	an	an	DET
ajst-32293	70	23	effective	effective	ADJ
ajst-32293	70	24	approach	approach	NOUN
ajst-32293	70	25	to	to	ADP
ajst-32293	70	26	understanding	understand	VERB
ajst-32293	70	27	the	the	DET
ajst-32293	70	28	circuit	circuit	NOUN
ajst-32293	70	29	mechanisms	mechanism	NOUN
ajst-32293	70	30	of	of	ADP
ajst-32293	70	31	pd	pd	PROPN
ajst-32293	70	32	.	.	PUNCT
ajst-32293	71	1	state	state	NOUN
ajst-32293	71	2	-	-	PUNCT
ajst-32293	71	3	space	space	NOUN
ajst-32293	71	4	models	model	NOUN
ajst-32293	71	5	can	can	AUX
ajst-32293	71	6	extract	extract	VERB
ajst-32293	71	7	latent	latent	NOUN
ajst-32293	71	8	oscillatory	oscillatory	ADJ
ajst-32293	71	9	states	state	NOUN
ajst-32293	71	10	and	and	CCONJ
ajst-32293	71	11	their	their	PRON
ajst-32293	71	12	transition	transition	NOUN
ajst-32293	71	13	probabilities	probability	NOUN
ajst-32293	71	14	from	from	ADP
ajst-32293	71	15	complex	complex	ADJ
ajst-32293	71	16	cellular	cellular	ADJ
ajst-32293	71	17	and	and	CCONJ
ajst-32293	71	18	lfp	lfp	NOUN
ajst-32293	71	19	signals	signal	NOUN
ajst-32293	71	20	,	,	PUNCT
ajst-32293	71	21	revealing	reveal	VERB
ajst-32293	71	22	a	a	DET
ajst-32293	71	23	correlation	correlation	NOUN
ajst-32293	71	24	between	between	ADP
ajst-32293	71	25	the	the	DET
ajst-32293	71	26	sequence	sequence	NOUN
ajst-32293	71	27	of	of	ADP
ajst-32293	71	28	"	"	PUNCT
ajst-32293	71	29	high	high	ADJ
ajst-32293	71	30	β	β	X
ajst-32293	71	31	→	→	X
ajst-32293	71	32	β	β	X
ajst-32293	71	33	downswing	downswing	NOUN
ajst-32293	71	34	→	→	SYM
ajst-32293	71	35	γ	γ	X
ajst-32293	71	36	burst	burst	X
ajst-32293	71	37	"	"	PUNCT
ajst-32293	71	38	and	and	CCONJ
ajst-32293	71	39	movement	movement	NOUN
ajst-32293	71	40	initiation	initiation	NOUN
ajst-32293	71	41	[	[	X
ajst-32293	71	42	9	9	NUM
ajst-32293	71	43	]	]	PUNCT
ajst-32293	71	44	.	.	PUNCT
ajst-32293	72	1	reinforcement	reinforcement	NOUN
ajst-32293	72	2	learning	learning	NOUN
ajst-32293	72	3	(	(	PUNCT
ajst-32293	72	4	rl	rl	NOUN
ajst-32293	72	5	)	)	PUNCT
ajst-32293	72	6	models	model	NOUN
ajst-32293	72	7	are	be	AUX
ajst-32293	72	8	widely	widely	ADV
ajst-32293	72	9	applied	apply	VERB
ajst-32293	72	10	to	to	ADP
ajst-32293	72	11	patients	patient	NOUN
ajst-32293	72	12	’	'	PUNCT
ajst-32293	72	13	behavioral	behavioral	ADJ
ajst-32293	72	14	data	datum	NOUN
ajst-32293	72	15	to	to	PART
ajst-32293	72	16	fit	fit	VERB
ajst-32293	72	17	individual	individual	ADJ
ajst-32293	72	18	learning	learning	NOUN
ajst-32293	72	19	rates	rate	NOUN
ajst-32293	72	20	,	,	PUNCT
ajst-32293	72	21	exploration	exploration	NOUN
ajst-32293	72	22	parameters	parameter	NOUN
ajst-32293	72	23	,	,	PUNCT
ajst-32293	72	24	and	and	CCONJ
ajst-32293	72	25	credit	credit	NOUN
ajst-32293	72	26	assignment	assignment	NOUN
ajst-32293	72	27	processes	process	NOUN
ajst-32293	72	28	.	.	PUNCT
ajst-32293	73	1	by	by	ADP
ajst-32293	73	2	correlating	correlate	VERB
ajst-32293	73	3	these	these	DET
ajst-32293	73	4	parameters	parameter	NOUN
ajst-32293	73	5	with	with	ADP
ajst-32293	73	6	electrophysiological	electrophysiological	ADJ
ajst-32293	73	7	features	feature	NOUN
ajst-32293	73	8	,	,	PUNCT
ajst-32293	73	9	the	the	DET
ajst-32293	73	10	impact	impact	NOUN
ajst-32293	73	11	of	of	ADP
ajst-32293	73	12	dopamine	dopamine	NOUN
ajst-32293	73	13	deficiency	deficiency	NOUN
ajst-32293	73	14	on	on	ADP
ajst-32293	73	15	value	value	NOUN
ajst-32293	73	16	updating	updating	NOUN
ajst-32293	73	17	can	can	AUX
ajst-32293	73	18	be	be	AUX
ajst-32293	73	19	identified	identify	VERB
ajst-32293	73	20	.	.	PUNCT
ajst-32293	74	1	network	network	NOUN
ajst-32293	74	2	control	control	PROPN
ajst-32293	74	3	theory	theory	NOUN
ajst-32293	74	4	and	and	CCONJ
ajst-32293	74	5	causal	causal	ADJ
ajst-32293	74	6	inference	inference	NOUN
ajst-32293	74	7	tools	tool	NOUN
ajst-32293	74	8	have	have	AUX
ajst-32293	74	9	been	be	AUX
ajst-32293	74	10	applied	apply	VERB
ajst-32293	74	11	to	to	ADP
ajst-32293	74	12	studies	study	NOUN
ajst-32293	74	13	of	of	ADP
ajst-32293	74	14	the	the	DET
ajst-32293	74	15	basal	basal	ADJ
ajst-32293	74	16	ganglia	ganglia	ADJ
ajst-32293	74	17	-	-	PUNCT
ajst-32293	74	18	cortex	cortex	NOUN
ajst-32293	74	19	network	network	NOUN
ajst-32293	74	20	to	to	PART
ajst-32293	74	21	determine	determine	VERB
ajst-32293	74	22	the	the	DET
ajst-32293	74	23	role	role	NOUN
ajst-32293	74	24	of	of	ADP
ajst-32293	74	25	key	key	ADJ
ajst-32293	74	26	hub	hub	NOUN
ajst-32293	74	27	nodes	node	NOUN
ajst-32293	74	28	(	(	PUNCT
ajst-32293	74	29	e.g.	e.g.	ADV
ajst-32293	74	30	,	,	PUNCT
ajst-32293	74	31	the	the	DET
ajst-32293	74	32	stn	stn	PROPN
ajst-32293	74	33	)	)	PUNCT
ajst-32293	74	34	in	in	ADP
ajst-32293	74	35	maintaining	maintain	VERB
ajst-32293	74	36	circuit	circuit	NOUN
ajst-32293	74	37	stability	stability	NOUN
ajst-32293	74	38	and	and	CCONJ
ajst-32293	74	39	the	the	DET
ajst-32293	74	40	minimum	minimum	NOUN
ajst-32293	74	41	intervention	intervention	NOUN
ajst-32293	74	42	energy	energy	NOUN
ajst-32293	74	43	required	require	VERB
ajst-32293	74	44	.	.	PUNCT
ajst-32293	75	1	these	these	DET
ajst-32293	75	2	models	model	NOUN
ajst-32293	75	3	enable	enable	VERB
ajst-32293	75	4	bidirectional	bidirectional	ADJ
ajst-32293	75	5	mapping	mapping	NOUN
ajst-32293	75	6	between	between	ADP
ajst-32293	75	7	neural	neural	ADJ
ajst-32293	75	8	activity	activity	NOUN
ajst-32293	75	9	and	and	CCONJ
ajst-32293	75	10	behavior	behavior	NOUN
ajst-32293	75	11	,	,	PUNCT
ajst-32293	75	12	to	to	PART
ajst-32293	75	13	infer	infer	VERB
ajst-32293	75	14	clinical	clinical	ADJ
ajst-32293	75	15	manifestations	manifestation	NOUN
ajst-32293	75	16	from	from	ADP
ajst-32293	75	17	firing	fire	VERB
ajst-32293	75	18	activity	activity	NOUN
ajst-32293	75	19	and	and	CCONJ
ajst-32293	75	20	predict	predict	VERB
ajst-32293	75	21	underlying	underlying	ADJ
ajst-32293	75	22	circuit	circuit	NOUN
ajst-32293	75	23	abnormalities	abnormality	NOUN
ajst-32293	75	24	from	from	ADP
ajst-32293	75	25	behavioral	behavioral	ADJ
ajst-32293	75	26	phenotypes	phenotype	NOUN
ajst-32293	75	27	.	.	PUNCT
ajst-32293	76	1	using	use	VERB
ajst-32293	76	2	machine	machine	NOUN
ajst-32293	76	3	learning	learning	NOUN
ajst-32293	76	4	and	and	CCONJ
ajst-32293	76	5	individualized	individualized	ADJ
ajst-32293	76	6	data	datum	NOUN
ajst-32293	76	7	modeling	modeling	NOUN
ajst-32293	76	8	,	,	PUNCT
ajst-32293	76	9	dynamic	dynamic	ADJ
ajst-32293	76	10	and	and	CCONJ
ajst-32293	76	11	precise	precise	ADJ
ajst-32293	76	12	treatment	treatment	NOUN
ajst-32293	76	13	strategies	strategy	NOUN
ajst-32293	76	14	can	can	AUX
ajst-32293	76	15	be	be	AUX
ajst-32293	76	16	developed	develop	VERB
ajst-32293	76	17	for	for	ADP
ajst-32293	76	18	patients	patient	NOUN
ajst-32293	76	19	,	,	PUNCT
ajst-32293	76	20	advancing	advance	VERB
ajst-32293	76	21	the	the	DET
ajst-32293	76	22	application	application	NOUN
ajst-32293	76	23	of	of	ADP
ajst-32293	76	24	computational	computational	ADJ
ajst-32293	76	25	psychiatry	psychiatry	NOUN
ajst-32293	76	26	in	in	ADP
ajst-32293	76	27	pd	pd	PROPN
ajst-32293	76	28	.	.	PROPN
ajst-32293	76	29	4.3	4.3	NUM
ajst-32293	76	30	evolution	evolution	NOUN
ajst-32293	76	31	of	of	ADP
ajst-32293	76	32	neuromodulation	neuromodulation	NOUN
ajst-32293	76	33	technologies	technology	NOUN
ajst-32293	76	34	dbs	dbs	PROPN
ajst-32293	76	35	is	be	AUX
ajst-32293	76	36	a	a	DET
ajst-32293	76	37	key	key	ADJ
ajst-32293	76	38	therapeutic	therapeutic	ADJ
ajst-32293	76	39	technology	technology	NOUN
ajst-32293	76	40	for	for	ADP
ajst-32293	76	41	pd	pd	PROPN
ajst-32293	76	42	,	,	PUNCT
ajst-32293	76	43	and	and	CCONJ
ajst-32293	76	44	its	its	PRON
ajst-32293	76	45	development	development	NOUN
ajst-32293	76	46	reflects	reflect	VERB
ajst-32293	76	47	a	a	DET
ajst-32293	76	48	trend	trend	NOUN
ajst-32293	76	49	from	from	ADP
ajst-32293	76	50	continuous	continuous	ADJ
ajst-32293	76	51	stimulation	stimulation	NOUN
ajst-32293	76	52	to	to	ADP
ajst-32293	76	53	intelligent	intelligent	ADJ
ajst-32293	76	54	closed	closed	ADJ
ajst-32293	76	55	-	-	PUNCT
ajst-32293	76	56	loop	loop	NOUN
ajst-32293	76	57	stimulation	stimulation	NOUN
ajst-32293	76	58	[	[	X
ajst-32293	76	59	10	10	NUM
ajst-32293	76	60	]	]	PUNCT
ajst-32293	76	61	.	.	PUNCT
ajst-32293	77	1	traditional	traditional	ADJ
ajst-32293	77	2	high	high	ADJ
ajst-32293	77	3	-	-	PUNCT
ajst-32293	77	4	frequency	frequency	NOUN
ajst-32293	77	5	dbs	dbs	NOUN
ajst-32293	77	6	improves	improve	VERB
ajst-32293	77	7	symptoms	symptom	NOUN
ajst-32293	77	8	such	such	ADJ
ajst-32293	77	9	as	as	ADP
ajst-32293	77	10	bradykinesia	bradykinesia	NOUN
ajst-32293	77	11	and	and	CCONJ
ajst-32293	77	12	rigidity	rigidity	NOUN
ajst-32293	77	13	by	by	ADP
ajst-32293	77	14	continuously	continuously	ADV
ajst-32293	77	15	inhibiting	inhibit	VERB
ajst-32293	77	16	pathological	pathological	ADJ
ajst-32293	77	17	β	β	X
ajst-32293	77	18	synchronization	synchronization	NOUN
ajst-32293	77	19	in	in	ADP
ajst-32293	77	20	the	the	DET
ajst-32293	77	21	stn	stn	PROPN
ajst-32293	77	22	or	or	CCONJ
ajst-32293	77	23	gpi	gpi	PROPN
ajst-32293	77	24	but	but	CCONJ
ajst-32293	77	25	often	often	ADV
ajst-32293	77	26	causes	cause	VERB
ajst-32293	77	27	side	side	ADJ
ajst-32293	77	28	effects	effect	NOUN
ajst-32293	77	29	such	such	ADJ
ajst-32293	77	30	as	as	ADP
ajst-32293	77	31	language	language	NOUN
ajst-32293	77	32	impairment	impairment	NOUN
ajst-32293	77	33	and	and	CCONJ
ajst-32293	77	34	impulsive	impulsive	ADJ
ajst-32293	77	35	control	control	NOUN
ajst-32293	77	36	disorders	disorder	NOUN
ajst-32293	77	37	.	.	PUNCT
ajst-32293	78	1	recently	recently	ADV
ajst-32293	78	2	,	,	PUNCT
ajst-32293	78	3	adaptive	adaptive	ADJ
ajst-32293	78	4	closed	close	VERB
ajst-32293	78	5	-	-	PUNCT
ajst-32293	78	6	loop	loop	NOUN
ajst-32293	78	7	dbs	dbs	NOUN
ajst-32293	78	8	(	(	PUNCT
ajst-32293	78	9	adbs	adbs	ADV
ajst-32293	78	10	)	)	PUNCT
ajst-32293	78	11	has	have	AUX
ajst-32293	78	12	emerged	emerge	VERB
ajst-32293	78	13	,	,	PUNCT
ajst-32293	78	14	which	which	PRON
ajst-32293	78	15	adjusts	adjust	VERB
ajst-32293	78	16	stimulation	stimulation	NOUN
ajst-32293	78	17	intensity	intensity	NOUN
ajst-32293	78	18	based	base	VERB
ajst-32293	78	19	on	on	ADP
ajst-32293	78	20	real	real	ADJ
ajst-32293	78	21	-	-	PUNCT
ajst-32293	78	22	time	time	NOUN
ajst-32293	78	23	β	β	X
ajst-32293	78	24	power	power	NOUN
ajst-32293	78	25	or	or	CCONJ
ajst-32293	78	26	cross	cross	ADJ
ajst-32293	78	27	-	-	ADJ
ajst-32293	78	28	frequency	frequency	ADJ
ajst-32293	78	29	coupling	coupling	NOUN
ajst-32293	78	30	levels	level	NOUN
ajst-32293	78	31	.	.	PUNCT
ajst-32293	79	1	apart	apart	ADV
ajst-32293	79	2	from	from	ADP
ajst-32293	79	3	reducing	reduce	VERB
ajst-32293	79	4	energy	energy	NOUN
ajst-32293	79	5	consumption	consumption	NOUN
ajst-32293	79	6	,	,	PUNCT
ajst-32293	79	7	it	it	PRON
ajst-32293	79	8	also	also	ADV
ajst-32293	79	9	significantly	significantly	ADV
ajst-32293	79	10	minimizes	minimize	VERB
ajst-32293	79	11	adverse	adverse	ADJ
ajst-32293	79	12	effects	effect	NOUN
ajst-32293	79	13	.	.	PUNCT
ajst-32293	80	1	directional	directional	ADJ
ajst-32293	80	2	electrodes	electrode	NOUN
ajst-32293	80	3	enable	enable	VERB
ajst-32293	80	4	more	more	ADV
ajst-32293	80	5	precise	precise	ADJ
ajst-32293	80	6	stimulation	stimulation	NOUN
ajst-32293	80	7	of	of	ADP
ajst-32293	80	8	target	target	NOUN
ajst-32293	80	9	nuclei	nucleus	NOUN
ajst-32293	80	10	while	while	SCONJ
ajst-32293	80	11	reducing	reduce	VERB
ajst-32293	80	12	impact	impact	NOUN
ajst-32293	80	13	on	on	ADP
ajst-32293	80	14	surrounding	surround	VERB
ajst-32293	80	15	fibers	fiber	NOUN
ajst-32293	80	16	.	.	PUNCT
ajst-32293	81	1	phaselocked	phaselocke	VERB
ajst-32293	81	2	stimulation	stimulation	NOUN
ajst-32293	81	3	has	have	AUX
ajst-32293	81	4	become	become	VERB
ajst-32293	81	5	a	a	DET
ajst-32293	81	6	new	new	ADJ
ajst-32293	81	7	direction	direction	NOUN
ajst-32293	81	8	:	:	PUNCT
ajst-32293	81	9	applying	apply	VERB
ajst-32293	81	10	pulses	pulse	NOUN
ajst-32293	81	11	at	at	ADP
ajst-32293	81	12	a	a	DET
ajst-32293	81	13	specific	specific	ADJ
ajst-32293	81	14	phase	phase	NOUN
ajst-32293	81	15	of	of	ADP
ajst-32293	81	16	β	β	NOUN
ajst-32293	81	17	oscillations	oscillation	NOUN
ajst-32293	81	18	achieves	achieve	VERB
ajst-32293	81	19	better	well	ADJ
ajst-32293	81	20	desynchronization	desynchronization	ADJ
ajst-32293	81	21	effects	effect	NOUN
ajst-32293	81	22	.	.	PUNCT
ajst-32293	82	1	non	non	ADJ
ajst-32293	82	2	-	-	ADJ
ajst-32293	82	3	invasive	invasive	ADJ
ajst-32293	82	4	techniques	technique	NOUN
ajst-32293	82	5	such	such	ADJ
ajst-32293	82	6	as	as	ADP
ajst-32293	82	7	transcranial	transcranial	ADJ
ajst-32293	82	8	alternating	alternate	VERB
ajst-32293	82	9	current	current	ADJ
ajst-32293	82	10	stimulation	stimulation	NOUN
ajst-32293	82	11	(	(	PUNCT
ajst-32293	82	12	tacs	tacs	PROPN
ajst-32293	82	13	)	)	PUNCT
ajst-32293	82	14	and	and	CCONJ
ajst-32293	82	15	transcranial	transcranial	ADJ
ajst-32293	82	16	magnetic	magnetic	ADJ
ajst-32293	82	17	stimulation	stimulation	NOUN
ajst-32293	82	18	(	(	PUNCT
ajst-32293	82	19	tms	tms	PROPN
ajst-32293	82	20	)	)	PUNCT
ajst-32293	82	21	have	have	AUX
ajst-32293	82	22	also	also	ADV
ajst-32293	82	23	been	be	AUX
ajst-32293	82	24	applied	apply	VERB
ajst-32293	82	25	to	to	PART
ajst-32293	82	26	improve	improve	VERB
ajst-32293	82	27	cognitive	cognitive	ADJ
ajst-32293	82	28	function	function	NOUN
ajst-32293	82	29	.	.	PUNCT
ajst-32293	83	1	the	the	DET
ajst-32293	83	2	combination	combination	NOUN
ajst-32293	83	3	of	of	ADP
ajst-32293	83	4	pharmacotherapy	pharmacotherapy	NOUN
ajst-32293	83	5	and	and	CCONJ
ajst-32293	83	6	neuromodulation	neuromodulation	NOUN
ajst-32293	83	7	(	(	PUNCT
ajst-32293	83	8	e.g.	e.g.	ADV
ajst-32293	83	9	,	,	PUNCT
ajst-32293	83	10	synchronized	synchronize	VERB
ajst-32293	83	11	levodopa	levodopa	NOUN
ajst-32293	83	12	administration	administration	NOUN
ajst-32293	83	13	and	and	CCONJ
ajst-32293	83	14	dbs	dbs	PROPN
ajst-32293	83	15	)	)	PUNCT
ajst-32293	83	16	has	have	AUX
ajst-32293	83	17	further	far	ADV
ajst-32293	83	18	expanded	expand	VERB
ajst-32293	83	19	the	the	DET
ajst-32293	83	20	scope	scope	NOUN
ajst-32293	83	21	of	of	ADP
ajst-32293	83	22	treatment	treatment	NOUN
ajst-32293	83	23	.	.	PUNCT
ajst-32293	84	1	overall	overall	ADV
ajst-32293	84	2	,	,	PUNCT
ajst-32293	84	3	neuromodulation	neuromodulation	NOUN
ajst-32293	84	4	is	be	AUX
ajst-32293	84	5	shifting	shift	VERB
ajst-32293	84	6	from	from	ADP
ajst-32293	84	7	single	single	ADJ
ajst-32293	84	8	-	-	PUNCT
ajst-32293	84	9	frequency	frequency	NOUN
ajst-32293	84	10	,	,	PUNCT
ajst-32293	84	11	single	single	ADJ
ajst-32293	84	12	-	-	PUNCT
ajst-32293	84	13	target	target	NOUN
ajst-32293	84	14	approaches	approach	NOUN
ajst-32293	84	15	to	to	ADP
ajst-32293	84	16	multi	multi	ADJ
ajst-32293	84	17	-	-	ADJ
ajst-32293	84	18	frequency	frequency	ADJ
ajst-32293	84	19	,	,	PUNCT
ajst-32293	84	20	cross	cross	NOUN
ajst-32293	84	21	-	-	NOUN
ajst-32293	84	22	circuit	circuit	NOUN
ajst-32293	84	23	,	,	PUNCT
ajst-32293	84	24	and	and	CCONJ
ajst-32293	84	25	personalized	personalized	ADJ
ajst-32293	84	26	strategies	strategy	NOUN
ajst-32293	84	27	.	.	PUNCT
ajst-32293	85	1	in	in	ADP
ajst-32293	85	2	the	the	DET
ajst-32293	85	3	future	future	NOUN
ajst-32293	85	4	,	,	PUNCT
ajst-32293	85	5	it	it	PRON
ajst-32293	85	6	may	may	AUX
ajst-32293	85	7	comprehensively	comprehensively	ADV
ajst-32293	85	8	improve	improve	VERB
ajst-32293	85	9	both	both	DET
ajst-32293	85	10	motor	motor	NOUN
ajst-32293	85	11	and	and	CCONJ
ajst-32293	85	12	cognitive	cognitive	ADJ
ajst-32293	85	13	symptoms	symptom	NOUN
ajst-32293	85	14	.	.	PUNCT
ajst-32293	86	1	5	5	X
ajst-32293	86	2	.	.	X
ajst-32293	86	3	clinical	clinical	ADJ
ajst-32293	86	4	translation	translation	NOUN
ajst-32293	86	5	and	and	CCONJ
ajst-32293	86	6	future	future	ADJ
ajst-32293	86	7	directions	direction	NOUN
ajst-32293	86	8	5.1	5.1	NUM
ajst-32293	86	9	individualized	individualized	ADJ
ajst-32293	86	10	and	and	CCONJ
ajst-32293	86	11	phenotype	phenotype	NOUN
ajst-32293	86	12	-	-	PUNCT
ajst-32293	86	13	driven	drive	VERB
ajst-32293	86	14	treatment	treatment	NOUN
ajst-32293	86	15	pd	pd	PROPN
ajst-32293	86	16	patients	patient	NOUN
ajst-32293	86	17	exhibit	exhibit	VERB
ajst-32293	86	18	significant	significant	ADJ
ajst-32293	86	19	heterogeneity	heterogeneity	NOUN
ajst-32293	86	20	in	in	ADP
ajst-32293	86	21	symptom	symptom	NOUN
ajst-32293	86	22	presentation	presentation	NOUN
ajst-32293	86	23	and	and	CCONJ
ajst-32293	86	24	pathological	pathological	ADJ
ajst-32293	86	25	mechanisms	mechanism	NOUN
ajst-32293	86	26	,	,	PUNCT
ajst-32293	86	27	making	make	VERB
ajst-32293	86	28	it	it	PRON
ajst-32293	86	29	difficult	difficult	ADJ
ajst-32293	86	30	for	for	ADP
ajst-32293	86	31	a	a	DET
ajst-32293	86	32	single	single	ADJ
ajst-32293	86	33	treatment	treatment	NOUN
ajst-32293	86	34	to	to	PART
ajst-32293	86	35	address	address	VERB
ajst-32293	86	36	both	both	DET
ajst-32293	86	37	motor	motor	NOUN
ajst-32293	86	38	and	and	CCONJ
ajst-32293	86	39	cognitive	cognitive	ADJ
ajst-32293	86	40	symptoms	symptom	NOUN
ajst-32293	86	41	.	.	PUNCT
ajst-32293	87	1	the	the	DET
ajst-32293	87	2	recently	recently	ADV
ajst-32293	87	3	proposed	propose	VERB
ajst-32293	87	4	concept	concept	NOUN
ajst-32293	87	5	of	of	ADP
ajst-32293	87	6	"	"	PUNCT
ajst-32293	87	7	phenotype	phenotype	NOUN
ajst-32293	87	8	-	-	PUNCT
ajst-32293	87	9	driven	drive	VERB
ajst-32293	87	10	"	"	PUNCT
ajst-32293	87	11	treatment	treatment	NOUN
ajst-32293	87	12	emphasizes	emphasize	VERB
ajst-32293	87	13	individualized	individualized	ADJ
ajst-32293	87	14	interventions	intervention	NOUN
ajst-32293	87	15	based	base	VERB
ajst-32293	87	16	on	on	ADP
ajst-32293	87	17	patients	patient	NOUN
ajst-32293	87	18	’	'	PUNCT
ajst-32293	87	19	clinical	clinical	ADJ
ajst-32293	87	20	manifestations	manifestation	NOUN
ajst-32293	87	21	and	and	CCONJ
ajst-32293	87	22	neurophysiological	neurophysiological	ADJ
ajst-32293	87	23	profiles	profile	NOUN
ajst-32293	87	24	.	.	PUNCT
ajst-32293	88	1	for	for	ADP
ajst-32293	88	2	example	example	NOUN
ajst-32293	88	3	,	,	PUNCT
ajst-32293	88	4	patients	patient	NOUN
ajst-32293	88	5	with	with	ADP
ajst-32293	88	6	bradykinetic	bradykinetic	ADJ
ajst-32293	88	7	-	-	PUNCT
ajst-32293	88	8	rigid	rigid	ADJ
ajst-32293	88	9	phenotypes	phenotype	NOUN
ajst-32293	88	10	characterized	characterize	VERB
ajst-32293	88	11	by	by	ADP
ajst-32293	88	12	prominent	prominent	ADJ
ajst-32293	88	13	β	β	NOUN
ajst-32293	88	14	oscillation	oscillation	NOUN
ajst-32293	88	15	abnormalities	abnormality	NOUN
ajst-32293	88	16	are	be	AUX
ajst-32293	88	17	more	more	ADV
ajst-32293	88	18	suitable	suitable	ADJ
ajst-32293	88	19	for	for	ADP
ajst-32293	88	20	stn	stn	PROPN
ajst-32293	88	21	phase	phase	NOUN
ajst-32293	88	22	-	-	PUNCT
ajst-32293	88	23	specific	specific	ADJ
ajst-32293	88	24	closed	closed	ADJ
ajst-32293	88	25	-	-	PUNCT
ajst-32293	88	26	loop	loop	NOUN
ajst-32293	88	27	stimulation	stimulation	NOUN
ajst-32293	88	28	as	as	ADP
ajst-32293	88	29	the	the	DET
ajst-32293	88	30	primary	primary	ADJ
ajst-32293	88	31	strategy	strategy	NOUN
ajst-32293	88	32	.	.	PUNCT
ajst-32293	89	1	patients	patient	NOUN
ajst-32293	89	2	85	85	NUM
ajst-32293	89	3	with	with	ADP
ajst-32293	89	4	tremor	tremor	NOUN
ajst-32293	89	5	-	-	PUNCT
ajst-32293	89	6	dominant	dominant	NOUN
ajst-32293	89	7	phenotypes	phenotype	NOUN
ajst-32293	89	8	may	may	AUX
ajst-32293	89	9	prioritize	prioritize	VERB
ajst-32293	89	10	targets	target	NOUN
ajst-32293	89	11	such	such	ADJ
ajst-32293	89	12	as	as	ADP
ajst-32293	89	13	the	the	DET
ajst-32293	89	14	ventral	ventral	ADJ
ajst-32293	89	15	intermediate	intermediate	ADJ
ajst-32293	89	16	nucleus	nucleus	NOUN
ajst-32293	89	17	(	(	PUNCT
ajst-32293	89	18	vim	vim	NOUN
ajst-32293	89	19	)	)	PUNCT
ajst-32293	89	20	of	of	ADP
ajst-32293	89	21	the	the	DET
ajst-32293	89	22	thalamus	thalamus	NOUN
ajst-32293	89	23	or	or	CCONJ
ajst-32293	89	24	cerebellar	cerebellar	ADJ
ajst-32293	89	25	-	-	PUNCT
ajst-32293	89	26	related	relate	VERB
ajst-32293	89	27	circuits	circuit	NOUN
ajst-32293	89	28	.	.	PUNCT
ajst-32293	90	1	for	for	ADP
ajst-32293	90	2	patients	patient	NOUN
ajst-32293	90	3	with	with	ADP
ajst-32293	90	4	cognitive	cognitive	ADJ
ajst-32293	90	5	slowing	slowing	NOUN
ajst-32293	90	6	,	,	PUNCT
ajst-32293	90	7	it	it	PRON
ajst-32293	90	8	is	be	AUX
ajst-32293	90	9	recommended	recommend	VERB
ajst-32293	90	10	to	to	PART
ajst-32293	90	11	require	require	VERB
ajst-32293	90	12	low	low	ADJ
ajst-32293	90	13	-	-	PUNCT
ajst-32293	90	14	intensity	intensity	NOUN
ajst-32293	90	15	or	or	CCONJ
ajst-32293	90	16	intermittent	intermittent	ADJ
ajst-32293	90	17	stimulation	stimulation	NOUN
ajst-32293	90	18	strategies	strategy	NOUN
ajst-32293	90	19	while	while	SCONJ
ajst-32293	90	20	maintaining	maintain	VERB
ajst-32293	90	21	functional	functional	ADJ
ajst-32293	90	22	connectivity	connectivity	NOUN
ajst-32293	90	23	in	in	ADP
ajst-32293	90	24	the	the	DET
ajst-32293	90	25	prefrontal	prefrontal	ADJ
ajst-32293	90	26	-	-	PUNCT
ajst-32293	90	27	basal	basal	ADJ
ajst-32293	90	28	ganglia	ganglia	NOUN
ajst-32293	90	29	circuit	circuit	NOUN
ajst-32293	90	30	.	.	PUNCT
ajst-32293	91	1	pharmacotherapy	pharmacotherapy	NOUN
ajst-32293	91	2	is	be	AUX
ajst-32293	91	3	suggested	suggest	VERB
ajst-32293	91	4	to	to	PART
ajst-32293	91	5	be	be	AUX
ajst-32293	91	6	combined	combine	VERB
ajst-32293	91	7	with	with	ADP
ajst-32293	91	8	electrical	electrical	ADJ
ajst-32293	91	9	stimulation	stimulation	NOUN
ajst-32293	91	10	(	(	PUNCT
ajst-32293	91	11	e.g.	e.g.	ADV
ajst-32293	91	12	,	,	PUNCT
ajst-32293	91	13	synchronized	synchronize	VERB
ajst-32293	91	14	levodopa	levodopa	NOUN
ajst-32293	91	15	and	and	CCONJ
ajst-32293	91	16	dbs	dbs	NOUN
ajst-32293	91	17	)	)	PUNCT
ajst-32293	91	18	to	to	PART
ajst-32293	91	19	form	form	VERB
ajst-32293	91	20	a	a	DET
ajst-32293	91	21	synergistic	synergistic	ADJ
ajst-32293	91	22	regimen	regiman	NOUN
ajst-32293	91	23	.	.	PUNCT
ajst-32293	92	1	additionally	additionally	ADV
ajst-32293	92	2	,	,	PUNCT
ajst-32293	92	3	stratifying	stratify	VERB
ajst-32293	92	4	patients	patient	NOUN
ajst-32293	92	5	through	through	ADP
ajst-32293	92	6	imaging	imaging	NOUN
ajst-32293	92	7	(	(	PUNCT
ajst-32293	92	8	pet	pet	ADJ
ajst-32293	92	9	,	,	PUNCT
ajst-32293	92	10	fmri	fmri	ADJ
ajst-32293	92	11	)	)	PUNCT
ajst-32293	92	12	plus	plus	CCONJ
ajst-32293	92	13	electrophysiology	electrophysiology	NOUN
ajst-32293	92	14	(	(	PUNCT
ajst-32293	92	15	lfp	lfp	PROPN
ajst-32293	92	16	,	,	PUNCT
ajst-32293	92	17	pac	pac	PROPN
ajst-32293	92	18	)	)	PUNCT
ajst-32293	92	19	with	with	ADP
ajst-32293	92	20	behavioral	behavioral	ADJ
ajst-32293	92	21	assessment	assessment	NOUN
ajst-32293	92	22	enables	enable	VERB
ajst-32293	92	23	precise	precise	ADJ
ajst-32293	92	24	matching	matching	NOUN
ajst-32293	92	25	of	of	ADP
ajst-32293	92	26	treatments	treatment	NOUN
ajst-32293	92	27	.	.	PUNCT
ajst-32293	93	1	in	in	ADP
ajst-32293	93	2	the	the	DET
ajst-32293	93	3	future	future	NOUN
ajst-32293	93	4	,	,	PUNCT
ajst-32293	93	5	phenotypedriven	phenotypedriven	VERB
ajst-32293	93	6	individualized	individualized	ADJ
ajst-32293	93	7	therapy	therapy	NOUN
ajst-32293	93	8	will	will	AUX
ajst-32293	93	9	become	become	VERB
ajst-32293	93	10	a	a	DET
ajst-32293	93	11	focus	focus	NOUN
ajst-32293	93	12	of	of	ADP
ajst-32293	93	13	clinical	clinical	ADJ
ajst-32293	93	14	practice	practice	NOUN
ajst-32293	93	15	,	,	PUNCT
ajst-32293	93	16	improving	improve	VERB
ajst-32293	93	17	efficacy	efficacy	NOUN
ajst-32293	93	18	while	while	SCONJ
ajst-32293	93	19	reducing	reduce	VERB
ajst-32293	93	20	side	side	NOUN
ajst-32293	93	21	effects	effect	NOUN
ajst-32293	93	22	and	and	CCONJ
ajst-32293	93	23	providing	provide	VERB
ajst-32293	93	24	patients	patient	NOUN
ajst-32293	93	25	with	with	ADP
ajst-32293	93	26	customized	customized	ADJ
ajst-32293	93	27	solutions	solution	NOUN
ajst-32293	93	28	tailored	tailor	VERB
ajst-32293	93	29	to	to	ADP
ajst-32293	93	30	their	their	PRON
ajst-32293	93	31	circuit	circuit	NOUN
ajst-32293	93	32	conditions	condition	NOUN
ajst-32293	93	33	.	.	PUNCT
ajst-32293	94	1	5.2	5.2	NUM
ajst-32293	94	2	task	task	NOUN
ajst-32293	94	3	-	-	PUNCT
ajst-32293	94	4	state	state	NOUN
ajst-32293	94	5	closed	close	VERB
ajst-32293	94	6	-	-	PUNCT
ajst-32293	94	7	loop	loop	NOUN
ajst-32293	94	8	modulation	modulation	NOUN
ajst-32293	94	9	and	and	CCONJ
ajst-32293	94	10	neuro	neuro	NOUN
ajst-32293	94	11	-	-	PUNCT
ajst-32293	94	12	behavioral	behavioral	ADJ
ajst-32293	94	13	co	co	NOUN
ajst-32293	94	14	-	-	NOUN
ajst-32293	94	15	modulation	modulation	NOUN
ajst-32293	94	16	traditional	traditional	ADJ
ajst-32293	94	17	dbs	dbs	NOUN
ajst-32293	94	18	primarily	primarily	ADV
ajst-32293	94	19	relies	rely	VERB
ajst-32293	94	20	on	on	ADP
ajst-32293	94	21	resting	rest	VERB
ajst-32293	94	22	-	-	PUNCT
ajst-32293	94	23	state	state	NOUN
ajst-32293	94	24	biomarkers	biomarker	NOUN
ajst-32293	94	25	to	to	PART
ajst-32293	94	26	set	set	VERB
ajst-32293	94	27	parameters	parameter	NOUN
ajst-32293	94	28	,	,	PUNCT
ajst-32293	94	29	yet	yet	ADV
ajst-32293	94	30	patients	patient	NOUN
ajst-32293	94	31	engage	engage	VERB
ajst-32293	94	32	in	in	ADP
ajst-32293	94	33	various	various	ADJ
ajst-32293	94	34	cognitive	cognitive	ADJ
ajst-32293	94	35	and	and	CCONJ
ajst-32293	94	36	motor	motor	NOUN
ajst-32293	94	37	tasks	task	NOUN
ajst-32293	94	38	for	for	ADP
ajst-32293	94	39	most	most	ADJ
ajst-32293	94	40	of	of	ADP
ajst-32293	94	41	their	their	PRON
ajst-32293	94	42	daily	daily	ADJ
ajst-32293	94	43	lives	life	NOUN
ajst-32293	94	44	.	.	PUNCT
ajst-32293	95	1	the	the	DET
ajst-32293	95	2	concept	concept	NOUN
ajst-32293	95	3	of	of	ADP
ajst-32293	95	4	task	task	NOUN
ajst-32293	95	5	-	-	PUNCT
ajst-32293	95	6	state	state	NOUN
ajst-32293	95	7	closedloop	closedloop	NOUN
ajst-32293	95	8	modulation	modulation	NOUN
ajst-32293	95	9	emerged	emerge	VERB
ajst-32293	95	10	in	in	ADP
ajst-32293	95	11	response	response	NOUN
ajst-32293	95	12	,	,	PUNCT
ajst-32293	95	13	advocating	advocate	VERB
ajst-32293	95	14	for	for	ADP
ajst-32293	95	15	stimulation	stimulation	NOUN
ajst-32293	95	16	adjustments	adjustment	NOUN
ajst-32293	95	17	based	base	VERB
ajst-32293	95	18	on	on	ADP
ajst-32293	95	19	changes	change	NOUN
ajst-32293	95	20	in	in	ADP
ajst-32293	95	21	brain	brain	NOUN
ajst-32293	95	22	electrical	electrical	ADJ
ajst-32293	95	23	signals	signal	NOUN
ajst-32293	95	24	during	during	ADP
ajst-32293	95	25	specific	specific	ADJ
ajst-32293	95	26	activities	activity	NOUN
ajst-32293	95	27	.	.	PUNCT
ajst-32293	96	1	for	for	ADP
ajst-32293	96	2	instance	instance	NOUN
ajst-32293	96	3	,	,	PUNCT
ajst-32293	96	4	triggering	trigger	VERB
ajst-32293	96	5	stimulation	stimulation	NOUN
ajst-32293	96	6	when	when	SCONJ
ajst-32293	96	7	insufficient	insufficient	ADJ
ajst-32293	96	8	β	β	NOUN
ajst-32293	96	9	power	power	NOUN
ajst-32293	96	10	reduction	reduction	NOUN
ajst-32293	96	11	is	be	AUX
ajst-32293	96	12	detected	detect	VERB
ajst-32293	96	13	during	during	ADP
ajst-32293	96	14	movement	movement	NOUN
ajst-32293	96	15	preparation	preparation	NOUN
ajst-32293	96	16	is	be	AUX
ajst-32293	96	17	able	able	ADJ
ajst-32293	96	18	to	to	PART
ajst-32293	96	19	promote	promote	VERB
ajst-32293	96	20	movement	movement	NOUN
ajst-32293	96	21	initiation	initiation	NOUN
ajst-32293	96	22	;	;	PUNCT
ajst-32293	96	23	leveraging	leverage	VERB
ajst-32293	96	24	θ	θ	PROPN
ajst-32293	96	25	oscillations	oscillation	NOUN
ajst-32293	96	26	during	during	ADP
ajst-32293	96	27	feedback	feedback	NOUN
ajst-32293	96	28	learning	learning	NOUN
ajst-32293	96	29	can	can	AUX
ajst-32293	96	30	enhance	enhance	VERB
ajst-32293	96	31	strategy	strategy	NOUN
ajst-32293	96	32	updating	updating	NOUN
ajst-32293	96	33	;	;	PUNCT
ajst-32293	96	34	and	and	CCONJ
ajst-32293	96	35	using	use	VERB
ajst-32293	96	36	γ	γ	NOUN
ajst-32293	96	37	bursts	burst	NOUN
ajst-32293	96	38	as	as	ADP
ajst-32293	96	39	markers	marker	NOUN
ajst-32293	96	40	of	of	ADP
ajst-32293	96	41	successful	successful	ADJ
ajst-32293	96	42	retrieval	retrieval	NOUN
ajst-32293	96	43	during	during	ADP
ajst-32293	96	44	language	language	NOUN
ajst-32293	96	45	fluency	fluency	NOUN
ajst-32293	96	46	tasks	task	NOUN
ajst-32293	96	47	allows	allow	VERB
ajst-32293	96	48	real	real	ADJ
ajst-32293	96	49	-	-	PUNCT
ajst-32293	96	50	time	time	NOUN
ajst-32293	96	51	parameter	parameter	NOUN
ajst-32293	96	52	fine	fine	NOUN
ajst-32293	96	53	-	-	PUNCT
ajst-32293	96	54	tuning	tuning	NOUN
ajst-32293	96	55	.	.	PUNCT
ajst-32293	97	1	the	the	DET
ajst-32293	97	2	neuro	neuro	NOUN
ajst-32293	97	3	-	-	PUNCT
ajst-32293	97	4	behavioral	behavioral	ADJ
ajst-32293	97	5	co	co	NOUN
ajst-32293	97	6	-	-	NOUN
ajst-32293	97	7	modulation	modulation	NOUN
ajst-32293	97	8	model	model	NOUN
ajst-32293	97	9	overcomes	overcome	VERB
ajst-32293	97	10	the	the	DET
ajst-32293	97	11	limitation	limitation	NOUN
ajst-32293	97	12	of	of	ADP
ajst-32293	97	13	traditional	traditional	ADJ
ajst-32293	97	14	stimulation	stimulation	NOUN
ajst-32293	97	15	being	be	AUX
ajst-32293	97	16	disconnected	disconnect	VERB
ajst-32293	97	17	from	from	ADP
ajst-32293	97	18	behavior	behavior	NOUN
ajst-32293	97	19	by	by	ADP
ajst-32293	97	20	integrating	integrate	VERB
ajst-32293	97	21	neuro	neuro	ADJ
ajst-32293	97	22	-	-	PUNCT
ajst-32293	97	23	physiological	physiological	ADJ
ajst-32293	97	24	indicators	indicator	NOUN
ajst-32293	97	25	with	with	ADP
ajst-32293	97	26	specific	specific	ADJ
ajst-32293	97	27	behavioral	behavioral	ADJ
ajst-32293	97	28	performance	performance	NOUN
ajst-32293	97	29	to	to	PART
ajst-32293	97	30	form	form	VERB
ajst-32293	97	31	a	a	DET
ajst-32293	97	32	dual	dual	ADJ
ajst-32293	97	33	-	-	PUNCT
ajst-32293	97	34	loop	loop	NOUN
ajst-32293	97	35	control	control	NOUN
ajst-32293	97	36	system	system	NOUN
ajst-32293	97	37	.	.	PUNCT
ajst-32293	98	1	studies	study	NOUN
ajst-32293	98	2	have	have	AUX
ajst-32293	98	3	shown	show	VERB
ajst-32293	98	4	that	that	DET
ajst-32293	98	5	taskevent	taskevent	NOUN
ajst-32293	98	6	-	-	PUNCT
ajst-32293	98	7	based	base	VERB
ajst-32293	98	8	stimulation	stimulation	NOUN
ajst-32293	98	9	outperforms	outperform	NOUN
ajst-32293	98	10	resting	rest	VERB
ajst-32293	98	11	-	-	PUNCT
ajst-32293	98	12	state	state	NOUN
ajst-32293	98	13	parameters	parameter	NOUN
ajst-32293	98	14	in	in	ADP
ajst-32293	98	15	improving	improve	VERB
ajst-32293	98	16	both	both	CCONJ
ajst-32293	98	17	motor	motor	NOUN
ajst-32293	98	18	and	and	CCONJ
ajst-32293	98	19	cognitive	cognitive	ADJ
ajst-32293	98	20	function	function	NOUN
ajst-32293	98	21	.	.	PUNCT
ajst-32293	99	1	in	in	ADP
ajst-32293	99	2	the	the	DET
ajst-32293	99	3	coming	come	VERB
ajst-32293	99	4	future	future	NOUN
ajst-32293	99	5	,	,	PUNCT
ajst-32293	99	6	task	task	NOUN
ajst-32293	99	7	-	-	PUNCT
ajst-32293	99	8	state	state	NOUN
ajst-32293	99	9	closed	close	VERB
ajst-32293	99	10	-	-	PUNCT
ajst-32293	99	11	loop	loop	NOUN
ajst-32293	99	12	training	training	NOUN
ajst-32293	99	13	in	in	ADP
ajst-32293	99	14	natural	natural	ADJ
ajst-32293	99	15	environments	environment	NOUN
ajst-32293	99	16	(	(	PUNCT
ajst-32293	99	17	via	via	ADP
ajst-32293	99	18	mobile	mobile	ADJ
ajst-32293	99	19	apps	app	NOUN
ajst-32293	99	20	and	and	CCONJ
ajst-32293	99	21	vr	vr	NOUN
ajst-32293	99	22	platforms	platform	NOUN
ajst-32293	99	23	)	)	PUNCT
ajst-32293	99	24	and	and	CCONJ
ajst-32293	99	25	real	real	ADJ
ajst-32293	99	26	-	-	PUNCT
ajst-32293	99	27	time	time	NOUN
ajst-32293	99	28	,	,	PUNCT
ajst-32293	99	29	personalized	personalized	ADJ
ajst-32293	99	30	modulation	modulation	NOUN
ajst-32293	99	31	using	use	VERB
ajst-32293	99	32	multimodal	multimodal	ADJ
ajst-32293	99	33	data	datum	NOUN
ajst-32293	99	34	from	from	ADP
ajst-32293	99	35	implantable	implantable	ADJ
ajst-32293	99	36	recorders	recorder	NOUN
ajst-32293	99	37	and	and	CCONJ
ajst-32293	99	38	wearable	wearable	ADJ
ajst-32293	99	39	devices	device	NOUN
ajst-32293	99	40	will	will	AUX
ajst-32293	99	41	drive	drive	VERB
ajst-32293	99	42	pd	pd	NOUN
ajst-32293	99	43	treatment	treatment	NOUN
ajst-32293	99	44	toward	toward	ADP
ajst-32293	99	45	intelligent	intelligent	ADJ
ajst-32293	99	46	rehabilitation	rehabilitation	NOUN
ajst-32293	99	47	.	.	PUNCT
ajst-32293	100	1	6	6	X
ajst-32293	100	2	.	.	X
ajst-32293	100	3	conclusion	conclusion	NOUN
ajst-32293	100	4	this	this	DET
ajst-32293	100	5	study	study	NOUN
ajst-32293	100	6	provides	provide	VERB
ajst-32293	100	7	a	a	DET
ajst-32293	100	8	comprehensive	comprehensive	ADJ
ajst-32293	100	9	synthesis	synthesis	NOUN
ajst-32293	100	10	of	of	ADP
ajst-32293	100	11	the	the	DET
ajst-32293	100	12	cognitive	cognitive	ADJ
ajst-32293	100	13	–	–	PUNCT
ajst-32293	100	14	neurophysiological	neurophysiological	ADJ
ajst-32293	100	15	mechanisms	mechanism	NOUN
ajst-32293	100	16	underlying	underlie	VERB
ajst-32293	100	17	abnormal	abnormal	ADJ
ajst-32293	100	18	oscillatory	oscillatory	ADJ
ajst-32293	100	19	activities	activity	NOUN
ajst-32293	100	20	in	in	ADP
ajst-32293	100	21	the	the	DET
ajst-32293	100	22	basal	basal	ADJ
ajst-32293	100	23	ganglia	ganglia	NOUN
ajst-32293	100	24	circuits	circuit	NOUN
ajst-32293	100	25	of	of	ADP
ajst-32293	100	26	parkinson	parkinson	NOUN
ajst-32293	100	27	’s	’s	PART
ajst-32293	100	28	disease	disease	NOUN
ajst-32293	100	29	.	.	PUNCT
ajst-32293	101	1	by	by	ADP
ajst-32293	101	2	integrating	integrate	VERB
ajst-32293	101	3	evidence	evidence	NOUN
ajst-32293	101	4	from	from	ADP
ajst-32293	101	5	cellular	cellular	ADJ
ajst-32293	101	6	to	to	ADP
ajst-32293	101	7	network	network	NOUN
ajst-32293	101	8	levels	level	NOUN
ajst-32293	101	9	,	,	PUNCT
ajst-32293	101	10	it	it	PRON
ajst-32293	101	11	emphasizes	emphasize	VERB
ajst-32293	101	12	that	that	SCONJ
ajst-32293	101	13	excessive	excessive	ADJ
ajst-32293	101	14	β	β	X
ajst-32293	101	15	synchronization	synchronization	NOUN
ajst-32293	101	16	and	and	CCONJ
ajst-32293	101	17	impaired	impaired	ADJ
ajst-32293	101	18	cross	cross	ADJ
ajst-32293	101	19	-	-	ADJ
ajst-32293	101	20	frequency	frequency	ADJ
ajst-32293	101	21	coupling	coupling	NOUN
ajst-32293	101	22	not	not	PART
ajst-32293	101	23	only	only	ADV
ajst-32293	101	24	contribute	contribute	VERB
ajst-32293	101	25	to	to	ADP
ajst-32293	101	26	motor	motor	NOUN
ajst-32293	101	27	deficits	deficit	NOUN
ajst-32293	101	28	but	but	CCONJ
ajst-32293	101	29	also	also	ADV
ajst-32293	101	30	underlie	underlie	VERB
ajst-32293	101	31	cognitive	cognitive	ADJ
ajst-32293	101	32	inflexibility	inflexibility	NOUN
ajst-32293	101	33	and	and	CCONJ
ajst-32293	101	34	slowed	slow	VERB
ajst-32293	101	35	decision	decision	NOUN
ajst-32293	101	36	-	-	PUNCT
ajst-32293	101	37	making	making	NOUN
ajst-32293	101	38	.	.	PUNCT
ajst-32293	102	1	the	the	DET
ajst-32293	102	2	proposed	propose	VERB
ajst-32293	102	3	cognitive	cognitive	ADJ
ajst-32293	102	4	oscillation	oscillation	NOUN
ajst-32293	102	5	framework	framework	NOUN
ajst-32293	102	6	bridges	bridge	NOUN
ajst-32293	102	7	motor	motor	NOUN
ajst-32293	102	8	and	and	CCONJ
ajst-32293	102	9	cognitive	cognitive	ADJ
ajst-32293	102	10	domains	domain	NOUN
ajst-32293	102	11	and	and	CCONJ
ajst-32293	102	12	offers	offer	VERB
ajst-32293	102	13	theoretical	theoretical	ADJ
ajst-32293	102	14	implications	implication	NOUN
ajst-32293	102	15	for	for	ADP
ajst-32293	102	16	the	the	DET
ajst-32293	102	17	design	design	NOUN
ajst-32293	102	18	of	of	ADP
ajst-32293	102	19	personalized	personalize	VERB
ajst-32293	102	20	closed	closed	ADJ
ajst-32293	102	21	-	-	PUNCT
ajst-32293	102	22	loop	loop	NOUN
ajst-32293	102	23	neuromodulation	neuromodulation	NOUN
ajst-32293	102	24	strategies	strategy	NOUN
ajst-32293	102	25	.	.	PUNCT
ajst-32293	103	1	despite	despite	SCONJ
ajst-32293	103	2	its	its	PRON
ajst-32293	103	3	comprehensive	comprehensive	ADJ
ajst-32293	103	4	scope	scope	NOUN
ajst-32293	103	5	,	,	PUNCT
ajst-32293	103	6	this	this	DET
ajst-32293	103	7	research	research	NOUN
ajst-32293	103	8	remains	remain	VERB
ajst-32293	103	9	limited	limited	ADJ
ajst-32293	103	10	in	in	ADP
ajst-32293	103	11	several	several	ADJ
ajst-32293	103	12	aspects	aspect	NOUN
ajst-32293	103	13	.	.	PUNCT
ajst-32293	104	1	first	first	ADV
ajst-32293	104	2	,	,	PUNCT
ajst-32293	104	3	the	the	DET
ajst-32293	104	4	majority	majority	NOUN
ajst-32293	104	5	of	of	ADP
ajst-32293	104	6	reviewed	review	VERB
ajst-32293	104	7	evidence	evidence	NOUN
ajst-32293	104	8	is	be	AUX
ajst-32293	104	9	derived	derive	VERB
ajst-32293	104	10	from	from	ADP
ajst-32293	104	11	invasive	invasive	ADJ
ajst-32293	104	12	recordings	recording	NOUN
ajst-32293	104	13	in	in	ADP
ajst-32293	104	14	advanced	advanced	ADJ
ajst-32293	104	15	pd	pd	NOUN
ajst-32293	104	16	patients	patient	NOUN
ajst-32293	104	17	or	or	CCONJ
ajst-32293	104	18	animal	animal	NOUN
ajst-32293	104	19	models	model	NOUN
ajst-32293	104	20	under	under	ADP
ajst-32293	104	21	anesthesia	anesthesia	NOUN
ajst-32293	104	22	,	,	PUNCT
ajst-32293	104	23	which	which	PRON
ajst-32293	104	24	may	may	AUX
ajst-32293	104	25	not	not	PART
ajst-32293	104	26	fully	fully	ADV
ajst-32293	104	27	reflect	reflect	VERB
ajst-32293	104	28	naturalistic	naturalistic	ADJ
ajst-32293	104	29	brain	brain	NOUN
ajst-32293	104	30	dynamics	dynamic	NOUN
ajst-32293	104	31	and	and	CCONJ
ajst-32293	104	32	cognitive	cognitive	ADJ
ajst-32293	104	33	–	–	PUNCT
ajst-32293	104	34	motor	motor	NOUN
ajst-32293	104	35	integration	integration	NOUN
ajst-32293	104	36	in	in	ADP
ajst-32293	104	37	daily	daily	ADJ
ajst-32293	104	38	behavior	behavior	NOUN
ajst-32293	104	39	.	.	PUNCT
ajst-32293	105	1	future	future	ADJ
ajst-32293	105	2	research	research	NOUN
ajst-32293	105	3	should	should	AUX
ajst-32293	105	4	focus	focus	VERB
ajst-32293	105	5	on	on	ADP
ajst-32293	105	6	bridging	bridge	VERB
ajst-32293	105	7	microscopic	microscopic	ADJ
ajst-32293	105	8	neural	neural	ADJ
ajst-32293	105	9	dynamics	dynamic	NOUN
ajst-32293	105	10	with	with	ADP
ajst-32293	105	11	macroscopic	macroscopic	ADJ
ajst-32293	105	12	behavioral	behavioral	ADJ
ajst-32293	105	13	and	and	CCONJ
ajst-32293	105	14	clinical	clinical	ADJ
ajst-32293	105	15	outcomes	outcome	NOUN
ajst-32293	105	16	through	through	ADP
ajst-32293	105	17	multi	multi	ADJ
ajst-32293	105	18	-	-	ADJ
ajst-32293	105	19	scale	scale	ADJ
ajst-32293	105	20	modeling	modeling	NOUN
ajst-32293	105	21	.	.	PUNCT
ajst-32293	106	1	references	reference	NOUN
ajst-32293	106	2	[	[	X
ajst-32293	106	3	1	1	NUM
ajst-32293	106	4	]	]	X
ajst-32293	106	5	brittain	brittain	PROPN
ajst-32293	106	6	,	,	PUNCT
ajst-32293	106	7	j.-s	j.-s	PROPN
ajst-32293	106	8	.	.	PUNCT
ajst-32293	106	9	,	,	PUNCT
ajst-32293	106	10	&	&	CCONJ
ajst-32293	106	11	brown	brown	PROPN
ajst-32293	106	12	,	,	PUNCT
ajst-32293	106	13	p.	p.	NOUN
ajst-32293	106	14	(	(	PUNCT
ajst-32293	106	15	2013	2013	NUM
ajst-32293	106	16	)	)	PUNCT
ajst-32293	106	17	.	.	PUNCT
ajst-32293	107	1	oscillations	oscillation	NOUN
ajst-32293	107	2	and	and	CCONJ
ajst-32293	107	3	the	the	DET
ajst-32293	107	4	basal	basal	ADJ
ajst-32293	107	5	ganglia	ganglia	NOUN
ajst-32293	107	6	:	:	PUNCT
ajst-32293	107	7	motor	motor	NOUN
ajst-32293	107	8	control	control	NOUN
ajst-32293	107	9	and	and	CCONJ
ajst-32293	107	10	beyond	beyond	ADP
ajst-32293	107	11	.	.	PUNCT
ajst-32293	108	1	neuroimage	neuroimage	NOUN
ajst-32293	108	2	,	,	PUNCT
ajst-32293	108	3	85(1	85(1	NOUN
ajst-32293	108	4	)	)	PUNCT
ajst-32293	108	5	,	,	PUNCT
ajst-32293	108	6	637–647	637–647	NUM
ajst-32293	108	7	.	.	PUNCT
ajst-32293	109	1	[	[	X
ajst-32293	109	2	2	2	NUM
ajst-32293	109	3	]	]	X
ajst-32293	109	4	little	little	ADJ
ajst-32293	109	5	,	,	PUNCT
ajst-32293	109	6	s.	s.	PROPN
ajst-32293	109	7	,	,	PUNCT
ajst-32293	109	8	&	&	CCONJ
ajst-32293	109	9	brown	brown	PROPN
ajst-32293	109	10	,	,	PUNCT
ajst-32293	109	11	p.	p.	NOUN
ajst-32293	109	12	(	(	PUNCT
ajst-32293	109	13	2014	2014	NUM
ajst-32293	109	14	)	)	PUNCT
ajst-32293	109	15	.	.	PUNCT
ajst-32293	110	1	the	the	DET
ajst-32293	110	2	functional	functional	ADJ
ajst-32293	110	3	role	role	NOUN
ajst-32293	110	4	of	of	ADP
ajst-32293	110	5	beta	beta	ADJ
ajst-32293	110	6	oscillations	oscillation	NOUN
ajst-32293	110	7	in	in	ADP
ajst-32293	110	8	parkinson	parkinson	NOUN
ajst-32293	110	9	’s	’s	PART
ajst-32293	110	10	disease	disease	NOUN
ajst-32293	110	11	.	.	PUNCT
ajst-32293	111	1	parkinsonism	parkinsonism	PROPN
ajst-32293	111	2	&	&	CCONJ
ajst-32293	111	3	related	related	ADJ
ajst-32293	111	4	disorders	disorder	NOUN
ajst-32293	111	5	,	,	PUNCT
ajst-32293	111	6	20(s1	20(s1	NUM
ajst-32293	111	7	)	)	PUNCT
ajst-32293	111	8	,	,	PUNCT
ajst-32293	111	9	s44	s44	PROPN
ajst-32293	111	10	–	–	PUNCT
ajst-32293	111	11	s48	s48	NOUN
ajst-32293	111	12	.	.	PUNCT
ajst-32293	112	1	[	[	X
ajst-32293	112	2	3	3	NUM
ajst-32293	112	3	]	]	PUNCT
ajst-32293	112	4	deffains	deffain	NOUN
ajst-32293	112	5	,	,	PUNCT
ajst-32293	112	6	m.	m.	NOUN
ajst-32293	112	7	,	,	PUNCT
ajst-32293	112	8	iskhakova	iskhakova	PROPN
ajst-32293	112	9	,	,	PUNCT
ajst-32293	112	10	l.	l.	PROPN
ajst-32293	112	11	,	,	PUNCT
ajst-32293	112	12	katabi	katabi	NOUN
ajst-32293	112	13	,	,	PUNCT
ajst-32293	112	14	s.	s.	PROPN
ajst-32293	112	15	,	,	PUNCT
ajst-32293	112	16	israel	israel	PROPN
ajst-32293	112	17	,	,	PUNCT
ajst-32293	112	18	z.	z.	PROPN
ajst-32293	112	19	,	,	PUNCT
ajst-32293	112	20	&	&	CCONJ
ajst-32293	112	21	bergman	bergman	PROPN
ajst-32293	112	22	,	,	PUNCT
ajst-32293	112	23	h.	h.	PROPN
ajst-32293	112	24	(	(	PUNCT
ajst-32293	112	25	2018	2018	NUM
ajst-32293	112	26	)	)	PUNCT
ajst-32293	112	27	.	.	PUNCT
ajst-32293	113	1	longer	long	ADV
ajst-32293	113	2	β	β	X
ajst-32293	113	3	oscillatory	oscillatory	ADJ
ajst-32293	113	4	episodes	episode	NOUN
ajst-32293	113	5	reliably	reliably	ADV
ajst-32293	113	6	identify	identify	VERB
ajst-32293	113	7	pathological	pathological	ADJ
ajst-32293	113	8	subthalamic	subthalamic	ADJ
ajst-32293	113	9	activity	activity	NOUN
ajst-32293	113	10	in	in	ADP
ajst-32293	113	11	parkinsonism	parkinsonism	NOUN
ajst-32293	113	12	.	.	PUNCT
ajst-32293	114	1	movement	movement	NOUN
ajst-32293	114	2	disorders	disorder	NOUN
ajst-32293	114	3	,	,	PUNCT
ajst-32293	114	4	33(10	33(10	NUM
ajst-32293	114	5	)	)	PUNCT
ajst-32293	114	6	,	,	PUNCT
ajst-32293	114	7	1609	1609	NUM
ajst-32293	114	8	–	–	PUNCT
ajst-32293	114	9	1618	1618	NUM
ajst-32293	114	10	.	.	PUNCT
ajst-32293	115	1	86	86	NUM
ajst-32293	116	1	[	[	X
ajst-32293	116	2	4	4	NUM
ajst-32293	116	3	]	]	X
ajst-32293	116	4	sharott	sharott	PROPN
ajst-32293	116	5	,	,	PUNCT
ajst-32293	116	6	a.	a.	NOUN
ajst-32293	116	7	,	,	PUNCT
ajst-32293	116	8	gulberti	gulberti	PROPN
ajst-32293	116	9	,	,	PUNCT
ajst-32293	116	10	a.	a.	PROPN
ajst-32293	116	11	,	,	PUNCT
ajst-32293	116	12	hamel	hamel	PROPN
ajst-32293	116	13	,	,	PUNCT
ajst-32293	116	14	w.	w.	PROPN
ajst-32293	116	15	,	,	PUNCT
ajst-32293	116	16	köppen	köppen	PROPN
ajst-32293	116	17	,	,	PUNCT
ajst-32293	116	18	j.	j.	PROPN
ajst-32293	116	19	a.	a.	PROPN
ajst-32293	116	20	,	,	PUNCT
ajst-32293	116	21	mühlberg	mühlberg	PROPN
ajst-32293	116	22	,	,	PUNCT
ajst-32293	116	23	c.	c.	PROPN
ajst-32293	116	24	,	,	PUNCT
ajst-32293	116	25	buhmann	buhmann	PROPN
ajst-32293	116	26	,	,	PUNCT
ajst-32293	116	27	c.	c.	PROPN
ajst-32293	116	28	,	,	PUNCT
ajst-32293	116	29	westphal	westphal	PROPN
ajst-32293	116	30	,	,	PUNCT
ajst-32293	116	31	m.	m.	NOUN
ajst-32293	116	32	,	,	PUNCT
ajst-32293	116	33	gerloff	gerloff	NOUN
ajst-32293	116	34	,	,	PUNCT
ajst-32293	116	35	c.	c.	PROPN
ajst-32293	116	36	,	,	PUNCT
ajst-32293	116	37	moll	moll	PROPN
ajst-32293	116	38	,	,	PUNCT
ajst-32293	116	39	c.	c.	PROPN
ajst-32293	116	40	k.	k.	PROPN
ajst-32293	116	41	e.	e.	PROPN
ajst-32293	116	42	,	,	PUNCT
ajst-32293	116	43	&	&	CCONJ
ajst-32293	116	44	engel	engel	PROPN
ajst-32293	116	45	,	,	PUNCT
ajst-32293	116	46	a.	a.	PROPN
ajst-32293	116	47	k.	k.	PROPN
ajst-32293	116	48	(	(	PUNCT
ajst-32293	116	49	2018	2018	NUM
ajst-32293	116	50	)	)	PUNCT
ajst-32293	116	51	.	.	PUNCT
ajst-32293	117	1	spatio	spatio	PROPN
ajst-32293	117	2	-	-	PUNCT
ajst-32293	117	3	temporal	temporal	ADJ
ajst-32293	117	4	dynamics	dynamic	NOUN
ajst-32293	117	5	of	of	ADP
ajst-32293	117	6	cortical	cortical	ADJ
ajst-32293	117	7	drive	drive	NOUN
ajst-32293	117	8	to	to	ADP
ajst-32293	117	9	human	human	ADJ
ajst-32293	117	10	subthalamic	subthalamic	ADJ
ajst-32293	117	11	nucleus	nucleus	NOUN
ajst-32293	117	12	neurons	neuron	NOUN
ajst-32293	117	13	in	in	ADP
ajst-32293	117	14	parkinson	parkinson	NOUN
ajst-32293	117	15	’s	’s	PART
ajst-32293	117	16	disease	disease	NOUN
ajst-32293	117	17	.	.	PUNCT
ajst-32293	118	1	neurobiology	neurobiology	NOUN
ajst-32293	118	2	of	of	ADP
ajst-32293	118	3	disease	disease	NOUN
ajst-32293	118	4	,	,	PUNCT
ajst-32293	118	5	112	112	NUM
ajst-32293	118	6	,	,	PUNCT
ajst-32293	118	7	49–62	49–62	NUM
ajst-32293	118	8	.	.	PUNCT
ajst-32293	119	1	[	[	X
ajst-32293	119	2	5	5	NUM
ajst-32293	119	3	]	]	PUNCT
ajst-32293	119	4	tanaka	tanaka	PROPN
ajst-32293	119	5	,	,	PUNCT
ajst-32293	119	6	m.	m.	NOUN
ajst-32293	119	7	,	,	PUNCT
ajst-32293	119	8	battaglia	battaglia	PROPN
ajst-32293	119	9	,	,	PUNCT
ajst-32293	119	10	s.	s.	PROPN
ajst-32293	119	11	,	,	PUNCT
ajst-32293	119	12	giménez	giménez	NOUN
ajst-32293	119	13	-	-	PUNCT
ajst-32293	119	14	llort	llort	PROPN
ajst-32293	119	15	,	,	PUNCT
ajst-32293	119	16	l.	l.	PROPN
ajst-32293	119	17	,	,	PUNCT
ajst-32293	119	18	chen	chen	PROPN
ajst-32293	119	19	,	,	PUNCT
ajst-32293	119	20	c.	c.	PROPN
ajst-32293	119	21	,	,	PUNCT
ajst-32293	119	22	hepsomali	hepsomali	PROPN
ajst-32293	119	23	,	,	PUNCT
ajst-32293	119	24	p.	p.	PROPN
ajst-32293	119	25	,	,	PUNCT
ajst-32293	119	26	avenanti	avenanti	PROPN
ajst-32293	119	27	,	,	PUNCT
ajst-32293	119	28	a.	a.	PROPN
ajst-32293	119	29	,	,	PUNCT
ajst-32293	119	30	&	&	CCONJ
ajst-32293	119	31	vécsei	vécsei	PROPN
ajst-32293	119	32	,	,	PUNCT
ajst-32293	119	33	l.	l.	PROPN
ajst-32293	119	34	(	(	PUNCT
ajst-32293	119	35	2024	2024	NUM
ajst-32293	119	36	)	)	PUNCT
ajst-32293	119	37	.	.	PUNCT
ajst-32293	120	1	innovation	innovation	NOUN
ajst-32293	120	2	at	at	ADP
ajst-32293	120	3	the	the	DET
ajst-32293	120	4	intersection	intersection	NOUN
ajst-32293	120	5	:	:	PUNCT
ajst-32293	120	6	emerging	emerge	VERB
ajst-32293	120	7	translational	translational	ADJ
ajst-32293	120	8	research	research	NOUN
ajst-32293	120	9	in	in	ADP
ajst-32293	120	10	neurology	neurology	NOUN
ajst-32293	120	11	and	and	CCONJ
ajst-32293	120	12	psychiatry	psychiatry	NOUN
ajst-32293	120	13	.	.	PUNCT
ajst-32293	121	1	cells	cell	NOUN
ajst-32293	121	2	,	,	PUNCT
ajst-32293	121	3	13(10	13(10	NUM
ajst-32293	121	4	)	)	PUNCT
ajst-32293	121	5	,	,	PUNCT
ajst-32293	121	6	790	790	NUM
ajst-32293	121	7	.	.	PUNCT
ajst-32293	122	1	[	[	X
ajst-32293	122	2	6	6	NUM
ajst-32293	122	3	]	]	PUNCT
ajst-32293	122	4	halje	halje	X
ajst-32293	122	5	,	,	PUNCT
ajst-32293	122	6	p.	p.	NOUN
ajst-32293	122	7	,	,	PUNCT
ajst-32293	122	8	brys	bry	NOUN
ajst-32293	122	9	,	,	PUNCT
ajst-32293	122	10	i.	i.	NOUN
ajst-32293	122	11	,	,	PUNCT
ajst-32293	122	12	mariman	mariman	NOUN
ajst-32293	122	13	,	,	PUNCT
ajst-32293	122	14	j.	j.	PROPN
ajst-32293	122	15	j.	j.	PROPN
ajst-32293	122	16	,	,	PUNCT
ajst-32293	122	17	da	da	PROPN
ajst-32293	122	18	cunha	cunha	NOUN
ajst-32293	122	19	,	,	PUNCT
ajst-32293	122	20	c.	c.	PROPN
ajst-32293	122	21	,	,	PUNCT
ajst-32293	122	22	fuentes	fuentes	PROPN
ajst-32293	122	23	,	,	PUNCT
ajst-32293	122	24	r.	r.	PROPN
ajst-32293	122	25	,	,	PUNCT
ajst-32293	122	26	&	&	CCONJ
ajst-32293	122	27	petersson	petersson	PROPN
ajst-32293	122	28	,	,	PUNCT
ajst-32293	122	29	p.	p.	NOUN
ajst-32293	122	30	(	(	PUNCT
ajst-32293	122	31	2019	2019	NUM
ajst-32293	122	32	)	)	PUNCT
ajst-32293	122	33	.	.	PUNCT
ajst-32293	123	1	oscillations	oscillation	NOUN
ajst-32293	123	2	in	in	ADP
ajst-32293	123	3	cortico	cortico	PROPN
ajst-32293	123	4	-	-	PUNCT
ajst-32293	123	5	basal	basal	ADJ
ajst-32293	123	6	ganglia	ganglia	NOUN
ajst-32293	123	7	circuits	circuit	NOUN
ajst-32293	123	8	:	:	PUNCT
ajst-32293	123	9	implications	implication	NOUN
ajst-32293	123	10	for	for	ADP
ajst-32293	123	11	parkinson	parkinson	NOUN
ajst-32293	123	12	’s	’s	PART
ajst-32293	123	13	disease	disease	NOUN
ajst-32293	123	14	and	and	CCONJ
ajst-32293	123	15	other	other	ADJ
ajst-32293	123	16	neurologic	neurologic	ADJ
ajst-32293	123	17	and	and	CCONJ
ajst-32293	123	18	psychiatric	psychiatric	ADJ
ajst-32293	123	19	conditions	condition	NOUN
ajst-32293	123	20	.	.	PUNCT
ajst-32293	124	1	journal	journal	NOUN
ajst-32293	124	2	of	of	ADP
ajst-32293	124	3	neurophysiology	neurophysiology	NOUN
ajst-32293	124	4	,	,	PUNCT
ajst-32293	124	5	122(1	122(1	NUM
ajst-32293	124	6	)	)	PUNCT
ajst-32293	124	7	,	,	PUNCT
ajst-32293	124	8	203	203	NUM
ajst-32293	124	9	-	-	SYM
ajst-32293	124	10	231	231	NUM
ajst-32293	124	11	.	.	PUNCT
ajst-32293	125	1	[	[	X
ajst-32293	125	2	7	7	NUM
ajst-32293	125	3	]	]	SYM
ajst-32293	125	4	beudel	beudel	NOUN
ajst-32293	125	5	,	,	PUNCT
ajst-32293	125	6	m.	m.	NOUN
ajst-32293	125	7	,	,	PUNCT
ajst-32293	125	8	sadnicka	sadnicka	NOUN
ajst-32293	125	9	,	,	PUNCT
ajst-32293	125	10	a.	a.	PROPN
ajst-32293	125	11	,	,	PUNCT
ajst-32293	125	12	edwards	edwards	PROPN
ajst-32293	125	13	,	,	PUNCT
ajst-32293	125	14	m.	m.	NOUN
ajst-32293	125	15	,	,	PUNCT
ajst-32293	125	16	&	&	CCONJ
ajst-32293	125	17	de	de	PROPN
ajst-32293	125	18	jong	jong	PROPN
ajst-32293	125	19	,	,	PUNCT
ajst-32293	125	20	b.	b.	PROPN
ajst-32293	125	21	m.	m.	PROPN
ajst-32293	125	22	(	(	PUNCT
ajst-32293	125	23	2019	2019	NUM
ajst-32293	125	24	)	)	PUNCT
ajst-32293	125	25	.	.	PUNCT
ajst-32293	126	1	linking	link	VERB
ajst-32293	126	2	pathological	pathological	ADJ
ajst-32293	126	3	oscillations	oscillation	NOUN
ajst-32293	126	4	with	with	ADP
ajst-32293	126	5	altered	altered	ADJ
ajst-32293	126	6	temporal	temporal	ADJ
ajst-32293	126	7	processing	processing	NOUN
ajst-32293	126	8	in	in	ADP
ajst-32293	126	9	parkinsons	parkinson	NOUN
ajst-32293	126	10	disease	disease	NOUN
ajst-32293	126	11	:	:	PUNCT
ajst-32293	126	12	neurophysiological	neurophysiological	ADJ
ajst-32293	126	13	mechanisms	mechanism	NOUN
ajst-32293	126	14	and	and	CCONJ
ajst-32293	126	15	implications	implication	NOUN
ajst-32293	126	16	for	for	ADP
ajst-32293	126	17	neuromodulation	neuromodulation	NOUN
ajst-32293	126	18	.	.	PUNCT
ajst-32293	127	1	frontiers	frontier	NOUN
ajst-32293	127	2	in	in	ADP
ajst-32293	127	3	neurology	neurology	NOUN
ajst-32293	127	4	,	,	PUNCT
ajst-32293	127	5	10	10	NUM
ajst-32293	127	6	,	,	PUNCT
ajst-32293	127	7	462	462	NUM
ajst-32293	127	8	.	.	PUNCT
ajst-32293	128	1	[	[	X
ajst-32293	128	2	8	8	NUM
ajst-32293	128	3	]	]	X
ajst-32293	128	4	hipp	hipp	PROPN
ajst-32293	128	5	,	,	PUNCT
ajst-32293	128	6	j.	j.	PROPN
ajst-32293	128	7	f.	f.	PROPN
ajst-32293	128	8	,	,	PUNCT
ajst-32293	128	9	engel	engel	PROPN
ajst-32293	128	10	,	,	PUNCT
ajst-32293	128	11	a.	a.	PROPN
ajst-32293	128	12	k.	k.	PROPN
ajst-32293	128	13	,	,	PUNCT
ajst-32293	128	14	&	&	CCONJ
ajst-32293	128	15	siegel	siegel	PROPN
ajst-32293	128	16	,	,	PUNCT
ajst-32293	128	17	m.	m.	NOUN
ajst-32293	128	18	(	(	PUNCT
ajst-32293	128	19	2012	2012	NUM
ajst-32293	128	20	)	)	PUNCT
ajst-32293	128	21	.	.	PUNCT
ajst-32293	129	1	oscillatory	oscillatory	ADJ
ajst-32293	129	2	synchronization	synchronization	NOUN
ajst-32293	129	3	in	in	ADP
ajst-32293	129	4	large	large	ADJ
ajst-32293	129	5	-	-	PUNCT
ajst-32293	129	6	scale	scale	NOUN
ajst-32293	129	7	cortical	cortical	ADJ
ajst-32293	129	8	networks	network	NOUN
ajst-32293	129	9	predicts	predict	VERB
ajst-32293	129	10	perception	perception	NOUN
ajst-32293	129	11	.	.	PUNCT
ajst-32293	130	1	neuron	neuron	PROPN
ajst-32293	130	2	,	,	PUNCT
ajst-32293	130	3	69(2	69(2	NOUN
ajst-32293	130	4	)	)	PUNCT
ajst-32293	130	5	,	,	PUNCT
ajst-32293	130	6	387–396	387–396	NUM
ajst-32293	130	7	.	.	PUNCT
ajst-32293	131	1	[	[	X
ajst-32293	131	2	9	9	NUM
ajst-32293	131	3	]	]	PUNCT
ajst-32293	131	4	gilron	gilron	PROPN
ajst-32293	131	5	,	,	PUNCT
ajst-32293	131	6	r.	r.	PROPN
ajst-32293	131	7	,	,	PUNCT
ajst-32293	131	8	little	little	ADJ
ajst-32293	131	9	,	,	PUNCT
ajst-32293	131	10	s.	s.	PROPN
ajst-32293	131	11	,	,	PUNCT
ajst-32293	131	12	perrone	perrone	PROPN
ajst-32293	131	13	,	,	PUNCT
ajst-32293	131	14	r.	r.	PROPN
ajst-32293	131	15	,	,	PUNCT
ajst-32293	131	16	wilt	wilt	NOUN
ajst-32293	131	17	,	,	PUNCT
ajst-32293	131	18	r.	r.	PROPN
ajst-32293	131	19	,	,	PUNCT
ajst-32293	131	20	de	de	X
ajst-32293	131	21	hemptinne	hemptinne	NOUN
ajst-32293	131	22	,	,	PUNCT
ajst-32293	131	23	c.	c.	NOUN
ajst-32293	131	24	,	,	PUNCT
ajst-32293	131	25	yaroshinsky	yaroshinsky	ADV
ajst-32293	131	26	,	,	PUNCT
ajst-32293	131	27	m.	m.	NOUN
ajst-32293	131	28	s.	s.	PROPN
ajst-32293	131	29	,	,	PUNCT
ajst-32293	131	30	racine	racine	PROPN
ajst-32293	131	31	,	,	PUNCT
ajst-32293	131	32	c.	c.	PROPN
ajst-32293	131	33	a.	a.	PROPN
ajst-32293	131	34	,	,	PUNCT
ajst-32293	131	35	wang	wang	PROPN
ajst-32293	131	36	,	,	PUNCT
ajst-32293	131	37	s.	s.	PROPN
ajst-32293	131	38	s.	s.	PROPN
ajst-32293	131	39	,	,	PUNCT
ajst-32293	131	40	ostrem	ostrem	PROPN
ajst-32293	131	41	,	,	PUNCT
ajst-32293	131	42	j.	j.	PROPN
ajst-32293	131	43	l.	l.	PROPN
ajst-32293	131	44	,	,	PUNCT
ajst-32293	131	45	&	&	CCONJ
ajst-32293	131	46	starr	starr	PROPN
ajst-32293	131	47	,	,	PUNCT
ajst-32293	131	48	p.	p.	NOUN
ajst-32293	131	49	a.	a.	NOUN
ajst-32293	131	50	(	(	PUNCT
ajst-32293	131	51	2021	2021	NUM
ajst-32293	131	52	)	)	PUNCT
ajst-32293	131	53	.	.	PUNCT
ajst-32293	132	1	long	long	ADJ
ajst-32293	132	2	-	-	PUNCT
ajst-32293	132	3	term	term	NOUN
ajst-32293	132	4	wireless	wireless	NOUN
ajst-32293	132	5	streaming	streaming	NOUN
ajst-32293	132	6	of	of	ADP
ajst-32293	132	7	neural	neural	ADJ
ajst-32293	132	8	recordings	recording	NOUN
ajst-32293	132	9	for	for	ADP
ajst-32293	132	10	circuit	circuit	NOUN
ajst-32293	132	11	discovery	discovery	NOUN
ajst-32293	132	12	and	and	CCONJ
ajst-32293	132	13	adaptive	adaptive	ADJ
ajst-32293	132	14	stimulation	stimulation	NOUN
ajst-32293	132	15	in	in	ADP
ajst-32293	132	16	individuals	individual	NOUN
ajst-32293	132	17	with	with	ADP
ajst-32293	132	18	parkinson	parkinson	NOUN
ajst-32293	132	19	’s	’s	PART
ajst-32293	132	20	disease	disease	NOUN
ajst-32293	132	21	.	.	PUNCT
ajst-32293	133	1	nature	nature	NOUN
ajst-32293	133	2	biotechnology	biotechnology	PROPN
ajst-32293	133	3	,	,	PUNCT
ajst-32293	133	4	39(9	39(9	NUM
ajst-32293	133	5	)	)	PUNCT
ajst-32293	133	6	,	,	PUNCT
ajst-32293	133	7	1078–1085	1078–1085	NUM
ajst-32293	133	8	.	.	PUNCT
ajst-32293	134	1	[	[	X
ajst-32293	134	2	10	10	NUM
ajst-32293	134	3	]	]	X
ajst-32293	134	4	oliveira	oliveira	PROPN
ajst-32293	134	5	,	,	PUNCT
ajst-32293	134	6	a.	a.	NOUN
ajst-32293	134	7	m.	m.	NOUN
ajst-32293	134	8	,	,	PUNCT
ajst-32293	134	9	coelho	coelho	PROPN
ajst-32293	134	10	,	,	PUNCT
ajst-32293	134	11	l.	l.	PROPN
ajst-32293	134	12	,	,	PUNCT
ajst-32293	134	13	carvalho	carvalho	PROPN
ajst-32293	134	14	,	,	PUNCT
ajst-32293	134	15	e.	e.	PROPN
ajst-32293	134	16	,	,	PUNCT
ajst-32293	134	17	ferreira	ferreira	PROPN
ajst-32293	134	18	-	-	PUNCT
ajst-32293	134	19	pinto	pinto	PROPN
ajst-32293	134	20	,	,	PUNCT
ajst-32293	134	21	m.	m.	NOUN
ajst-32293	134	22	j.	j.	PROPN
ajst-32293	134	23	,	,	PUNCT
ajst-32293	134	24	vaz	vaz	PROPN
ajst-32293	134	25	,	,	PUNCT
ajst-32293	134	26	r.	r.	PROPN
ajst-32293	134	27	,	,	PUNCT
ajst-32293	134	28	&	&	CCONJ
ajst-32293	134	29	aguiar	aguiar	PROPN
ajst-32293	134	30	,	,	PUNCT
ajst-32293	134	31	p.	p.	NOUN
ajst-32293	134	32	(	(	PUNCT
ajst-32293	134	33	2023	2023	NUM
ajst-32293	134	34	)	)	PUNCT
ajst-32293	134	35	.	.	PUNCT
ajst-32293	135	1	machine	machine	NOUN
ajst-32293	135	2	learning	learn	VERB
ajst-32293	135	3	for	for	ADP
ajst-32293	135	4	adaptive	adaptive	ADJ
ajst-32293	135	5	deep	deep	ADJ
ajst-32293	135	6	brain	brain	NOUN
ajst-32293	135	7	stimulation	stimulation	NOUN
ajst-32293	135	8	in	in	ADP
ajst-32293	135	9	parkinson	parkinson	NOUN
ajst-32293	135	10	’s	’s	PART
ajst-32293	135	11	disease	disease	NOUN
ajst-32293	135	12	:	:	PUNCT
ajst-32293	135	13	closing	close	VERB
ajst-32293	135	14	the	the	DET
ajst-32293	135	15	loop	loop	NOUN
ajst-32293	135	16	.	.	PUNCT
ajst-32293	136	1	journal	journal	PROPN
ajst-32293	136	2	of	of	ADP
ajst-32293	136	3	neurology	neurology	NOUN
ajst-32293	136	4	,	,	PUNCT
ajst-32293	136	5	270(11	270(11	NUM
ajst-32293	136	6	)	)	PUNCT
ajst-32293	136	7	,	,	PUNCT
ajst-32293	136	8	5313	5313	NUM
ajst-32293	136	9	-	-	SYM
ajst-32293	136	10	5326	5326	NUM
ajst-32293	136	11	.	.	PUNCT