id	sid	tid	token	lemma	pos
easat-3884	1	1	edelweiss	edelweiss	PROPN
easat-3884	1	2	applied	apply	VERB
easat-3884	1	3	science	science	NOUN
easat-3884	1	4	and	and	CCONJ
easat-3884	1	5	technology	technology	NOUN
easat-3884	1	6	issn	issn	PROPN
easat-3884	1	7	:	:	PUNCT
easat-3884	1	8	2576	2576	NUM
easat-3884	1	9	-	-	SYM
easat-3884	1	10	8484	8484	NUM
easat-3884	1	11	vol	vol	NOUN
easat-3884	1	12	.	.	PROPN
easat-3884	1	13	8	8	NUM
easat-3884	1	14	,	,	PUNCT
easat-3884	1	15	no	no	INTJ
easat-3884	1	16	.	.	NOUN
easat-3884	1	17	6	6	NUM
easat-3884	1	18	,	,	PUNCT
easat-3884	1	19	8873	8873	NUM
easat-3884	1	20	-	-	SYM
easat-3884	1	21	8891	8891	NUM
easat-3884	1	22	2024	2024	NUM
easat-3884	1	23	publisher	publisher	NOUN
easat-3884	1	24	:	:	PUNCT
easat-3884	1	25	learning	learn	VERB
easat-3884	1	26	gate	gate	NOUN
easat-3884	1	27	doi	doi	PROPN
easat-3884	1	28	:	:	PUNCT
easat-3884	1	29	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	1	30	©	©	PROPN
easat-3884	1	31	2024	2024	NUM
easat-3884	1	32	by	by	ADP
easat-3884	1	33	the	the	DET
easat-3884	1	34	authors	author	NOUN
easat-3884	1	35	;	;	PUNCT
easat-3884	1	36	licensee	licensee	PROPN
easat-3884	1	37	learning	learning	NOUN
easat-3884	1	38	gate	gate	NOUN
easat-3884	1	39	©	©	PROPN
easat-3884	1	40	2024	2024	NUM
easat-3884	1	41	by	by	ADP
easat-3884	1	42	the	the	DET
easat-3884	1	43	authors	author	NOUN
easat-3884	1	44	;	;	PUNCT
easat-3884	1	45	licensee	licensee	PROPN
easat-3884	1	46	learning	learn	VERB
easat-3884	1	47	gate	gate	NOUN
easat-3884	1	48	*	*	PUNCT
easat-3884	1	49	correspondence	correspondence	NOUN
easat-3884	1	50	:	:	PUNCT
easat-3884	1	51	chaumt@vnu.edu.vn	chaumt@vnu.edu.vn	NOUN
easat-3884	1	52	exploring	explore	VERB
easat-3884	1	53	motor	motor	NOUN
easat-3884	1	54	imagery	imagery	NOUN
easat-3884	1	55	classification	classification	NOUN
easat-3884	1	56	in	in	ADP
easat-3884	1	57	brain	brain	NOUN
easat-3884	1	58	-	-	PUNCT
easat-3884	1	59	computer	computer	NOUN
easat-3884	1	60	interfaces	interface	NOUN
easat-3884	1	61	:	:	PUNCT
easat-3884	1	62	case	case	NOUN
easat-3884	1	63	study	study	NOUN
easat-3884	1	64	of	of	ADP
easat-3884	1	65	the	the	DET
easat-3884	1	66	vietnamese	vietnamese	ADJ
easat-3884	1	67	bci	bci	PROPN
easat-3884	1	68	speller	speller	PROPN
easat-3884	1	69	chau	chau	PROPN
easat-3884	1	70	ma	ma	PROPN
easat-3884	1	71	thi1	thi1	PROPN
easat-3884	1	72	*	*	PROPN
easat-3884	1	73	,	,	PUNCT
easat-3884	1	74	long	long	ADJ
easat-3884	1	75	vu	vu	X
easat-3884	1	76	thanh1	thanh1	PROPN
easat-3884	1	77	,	,	PUNCT
easat-3884	1	78	kien	kien	PROPN
easat-3884	1	79	nguyen	nguyen	PROPN
easat-3884	1	80	minh1	minh1	PROPN
easat-3884	1	81	1university	1university	NUM
easat-3884	1	82	of	of	ADP
easat-3884	1	83	engineering	engineering	NOUN
easat-3884	1	84	and	and	CCONJ
easat-3884	1	85	technology	technology	NOUN
easat-3884	1	86	,	,	PUNCT
easat-3884	1	87	vietnam	vietnam	PROPN
easat-3884	1	88	national	national	PROPN
easat-3884	1	89	university	university	PROPN
easat-3884	1	90	;	;	PUNCT
easat-3884	1	91	chaumt@vnu.edu.vn	chaumt@vnu.edu.vn	NOUN
easat-3884	1	92	(	(	PUNCT
easat-3884	1	93	c.m.t	c.m.t	NOUN
easat-3884	1	94	.	.	PUNCT
easat-3884	1	95	)	)	PUNCT
easat-3884	2	1	21020647@vnu.edu.vn	21020647@vnu.edu.vn	NUM
easat-3884	2	2	(	(	PUNCT
easat-3884	2	3	l.v.t	l.v.t	PROPN
easat-3884	2	4	.	.	PUNCT
easat-3884	2	5	)	)	PUNCT
easat-3884	3	1	21020638@vnu.edu.vn	21020638@vnu.edu.vn	NUM
easat-3884	3	2	(	(	PUNCT
easat-3884	3	3	k.n.m	k.n.m	PROPN
easat-3884	3	4	.	.	PUNCT
easat-3884	3	5	)	)	PUNCT
easat-3884	3	6	.	.	PUNCT
easat-3884	4	1	abstract	abstract	ADJ
easat-3884	4	2	:	:	PUNCT
easat-3884	4	3	recent	recent	ADJ
easat-3884	4	4	advancements	advancement	NOUN
easat-3884	4	5	in	in	ADP
easat-3884	4	6	brain	brain	NOUN
easat-3884	4	7	-	-	PUNCT
easat-3884	4	8	computer	computer	NOUN
easat-3884	4	9	interface	interface	NOUN
easat-3884	4	10	technology	technology	NOUN
easat-3884	4	11	have	have	AUX
easat-3884	4	12	led	lead	VERB
easat-3884	4	13	to	to	ADP
easat-3884	4	14	the	the	DET
easat-3884	4	15	development	development	NOUN
easat-3884	4	16	of	of	ADP
easat-3884	4	17	bci	bci	PROPN
easat-3884	4	18	spellers	speller	NOUN
easat-3884	4	19	,	,	PUNCT
easat-3884	4	20	providing	provide	VERB
easat-3884	4	21	innovative	innovative	ADJ
easat-3884	4	22	communication	communication	NOUN
easat-3884	4	23	solutions	solution	NOUN
easat-3884	4	24	,	,	PUNCT
easat-3884	4	25	particularly	particularly	ADV
easat-3884	4	26	for	for	ADP
easat-3884	4	27	individuals	individual	NOUN
easat-3884	4	28	with	with	ADP
easat-3884	4	29	disabilities	disability	NOUN
easat-3884	4	30	.	.	PUNCT
easat-3884	5	1	this	this	DET
easat-3884	5	2	paper	paper	NOUN
easat-3884	5	3	presents	present	VERB
easat-3884	5	4	a	a	DET
easat-3884	5	5	vietnamese	vietnamese	ADJ
easat-3884	5	6	bci	bci	ADJ
easat-3884	5	7	speller	speller	ADJ
easat-3884	5	8	system	system	NOUN
easat-3884	5	9	specifically	specifically	ADV
easat-3884	5	10	designed	design	VERB
easat-3884	5	11	for	for	ADP
easat-3884	5	12	vietnamese	vietnamese	ADJ
easat-3884	5	13	speakers	speaker	NOUN
easat-3884	5	14	,	,	PUNCT
easat-3884	5	15	addressing	address	VERB
easat-3884	5	16	the	the	DET
easat-3884	5	17	unique	unique	ADJ
easat-3884	5	18	linguistic	linguistic	ADJ
easat-3884	5	19	and	and	CCONJ
easat-3884	5	20	contextual	contextual	ADJ
easat-3884	5	21	needs	need	NOUN
easat-3884	5	22	of	of	ADP
easat-3884	5	23	this	this	DET
easat-3884	5	24	population	population	NOUN
easat-3884	5	25	.	.	PUNCT
easat-3884	6	1	our	our	PRON
easat-3884	6	2	research	research	NOUN
easat-3884	6	3	focuses	focus	VERB
easat-3884	6	4	on	on	ADP
easat-3884	6	5	two	two	NUM
easat-3884	6	6	primary	primary	ADJ
easat-3884	6	7	contributions	contribution	NOUN
easat-3884	6	8	:	:	PUNCT
easat-3884	6	9	first	first	ADV
easat-3884	6	10	,	,	PUNCT
easat-3884	6	11	we	we	PRON
easat-3884	6	12	evaluate	evaluate	VERB
easat-3884	6	13	and	and	CCONJ
easat-3884	6	14	implement	implement	VERB
easat-3884	6	15	a	a	DET
easat-3884	6	16	motor	motor	NOUN
easat-3884	6	17	imagery	imagery	NOUN
easat-3884	6	18	classification	classification	NOUN
easat-3884	6	19	method	method	NOUN
easat-3884	6	20	using	use	VERB
easat-3884	6	21	a	a	DET
easat-3884	6	22	scalable	scalable	ADJ
easat-3884	6	23	machine	machine	NOUN
easat-3884	6	24	learning	learn	VERB
easat-3884	6	25	framework	framework	NOUN
easat-3884	6	26	tailored	tailor	VERB
easat-3884	6	27	for	for	ADP
easat-3884	6	28	processing	processing	NOUN
easat-3884	6	29	motor	motor	NOUN
easat-3884	6	30	imagery	imagery	NOUN
easat-3884	6	31	signals	signal	NOUN
easat-3884	6	32	;	;	PUNCT
easat-3884	6	33	second	second	X
easat-3884	6	34	,	,	PUNCT
easat-3884	6	35	we	we	PRON
easat-3884	6	36	propose	propose	VERB
easat-3884	6	37	a	a	DET
easat-3884	6	38	user	user	NOUN
easat-3884	6	39	-	-	PUNCT
easat-3884	6	40	friendly	friendly	ADJ
easat-3884	6	41	bci	bci	ADJ
easat-3884	6	42	speller	speller	NOUN
easat-3884	6	43	that	that	PRON
easat-3884	6	44	facilitates	facilitate	VERB
easat-3884	6	45	document	document	NOUN
easat-3884	6	46	drafting	drafting	NOUN
easat-3884	6	47	and	and	CCONJ
easat-3884	6	48	communication	communication	NOUN
easat-3884	6	49	at	at	ADP
easat-3884	6	50	an	an	DET
easat-3884	6	51	affordable	affordable	ADJ
easat-3884	6	52	cost	cost	NOUN
easat-3884	6	53	.	.	PUNCT
easat-3884	7	1	we	we	PRON
easat-3884	7	2	detail	detail	VERB
easat-3884	7	3	the	the	DET
easat-3884	7	4	integration	integration	NOUN
easat-3884	7	5	of	of	ADP
easat-3884	7	6	motor	motor	NOUN
easat-3884	7	7	imagery	imagery	NOUN
easat-3884	7	8	task	task	NOUN
easat-3884	7	9	classification	classification	NOUN
easat-3884	7	10	within	within	ADP
easat-3884	7	11	our	our	PRON
easat-3884	7	12	vietnamese	vietnamese	ADJ
easat-3884	7	13	bci	bci	PROPN
easat-3884	7	14	speller	speller	NOUN
easat-3884	7	15	,	,	PUNCT
easat-3884	7	16	employing	employ	VERB
easat-3884	7	17	both	both	PRON
easat-3884	7	18	deep	deep	ADJ
easat-3884	7	19	learning	learning	NOUN
easat-3884	7	20	and	and	CCONJ
easat-3884	7	21	traditional	traditional	ADJ
easat-3884	7	22	machine	machine	NOUN
easat-3884	7	23	learning	learning	NOUN
easat-3884	7	24	models	model	NOUN
easat-3884	7	25	.	.	PUNCT
easat-3884	8	1	experimental	experimental	ADJ
easat-3884	8	2	results	result	NOUN
easat-3884	8	3	demonstrate	demonstrate	VERB
easat-3884	8	4	over	over	ADP
easat-3884	8	5	90	90	NUM
easat-3884	8	6	%	%	NOUN
easat-3884	8	7	accuracy	accuracy	NOUN
easat-3884	8	8	in	in	ADP
easat-3884	8	9	classifying	classify	VERB
easat-3884	8	10	motor	motor	NOUN
easat-3884	8	11	imagery	imagery	NOUN
easat-3884	8	12	tasks	task	NOUN
easat-3884	8	13	with	with	ADP
easat-3884	8	14	linear	linear	ADJ
easat-3884	8	15	discriminant	discriminant	ADJ
easat-3884	8	16	analysis	analysis	NOUN
easat-3884	8	17	and	and	CCONJ
easat-3884	8	18	common	common	ADJ
easat-3884	8	19	spatial	spatial	ADJ
easat-3884	8	20	parttern	parttern	NOUN
easat-3884	8	21	,	,	PUNCT
easat-3884	8	22	highlighting	highlight	VERB
easat-3884	8	23	the	the	DET
easat-3884	8	24	system	system	NOUN
easat-3884	8	25	's	's	PART
easat-3884	8	26	effectiveness	effectiveness	NOUN
easat-3884	8	27	and	and	CCONJ
easat-3884	8	28	potential	potential	NOUN
easat-3884	8	29	for	for	ADP
easat-3884	8	30	enhancing	enhance	VERB
easat-3884	8	31	user	user	NOUN
easat-3884	8	32	interaction	interaction	NOUN
easat-3884	8	33	.	.	PUNCT
easat-3884	9	1	this	this	DET
easat-3884	9	2	study	study	NOUN
easat-3884	9	3	emphasizes	emphasize	VERB
easat-3884	9	4	the	the	DET
easat-3884	9	5	need	need	NOUN
easat-3884	9	6	for	for	ADP
easat-3884	9	7	continued	continued	ADJ
easat-3884	9	8	research	research	NOUN
easat-3884	9	9	to	to	PART
easat-3884	9	10	optimize	optimize	VERB
easat-3884	9	11	bci	bci	ADJ
easat-3884	9	12	technology	technology	NOUN
easat-3884	9	13	and	and	CCONJ
easat-3884	9	14	improve	improve	VERB
easat-3884	9	15	accessibility	accessibility	NOUN
easat-3884	9	16	for	for	ADP
easat-3884	9	17	all	all	DET
easat-3884	9	18	users	user	NOUN
easat-3884	9	19	.	.	PUNCT
easat-3884	10	1	keywords	keyword	NOUN
easat-3884	10	2	:	:	PUNCT
easat-3884	10	3	brain	brain	NOUN
easat-3884	10	4	-	-	PUNCT
easat-3884	10	5	computer	computer	NOUN
easat-3884	10	6	interface	interface	NOUN
easat-3884	10	7	(	(	PUNCT
easat-3884	10	8	bci	bci	PROPN
easat-3884	10	9	)	)	PUNCT
easat-3884	10	10	,	,	PUNCT
easat-3884	10	11	bci	bci	PROPN
easat-3884	10	12	speller	speller	NOUN
easat-3884	10	13	,	,	PUNCT
easat-3884	10	14	electroencephalogram	electroencephalogram	PROPN
easat-3884	10	15	(	(	PUNCT
easat-3884	10	16	eeg	eeg	NOUN
easat-3884	10	17	)	)	PUNCT
easat-3884	10	18	,	,	PUNCT
easat-3884	10	19	motor	motor	NOUN
easat-3884	10	20	imagery	imagery	NOUN
easat-3884	10	21	(	(	PUNCT
easat-3884	10	22	mi	mi	NOUN
easat-3884	10	23	)	)	PUNCT
easat-3884	10	24	,	,	PUNCT
easat-3884	10	25	vietnamese	vietnamese	ADJ
easat-3884	10	26	language	language	NOUN
easat-3884	10	27	.	.	PUNCT
easat-3884	11	1	1	1	X
easat-3884	11	2	.	.	X
easat-3884	11	3	introduction	introduction	NOUN
easat-3884	11	4	in	in	ADP
easat-3884	11	5	recent	recent	ADJ
easat-3884	11	6	years	year	NOUN
easat-3884	11	7	,	,	PUNCT
easat-3884	11	8	the	the	DET
easat-3884	11	9	bci	bci	PROPN
easat-3884	11	10	speller	speller	NOUN
easat-3884	11	11	has	have	AUX
easat-3884	11	12	gained	gain	VERB
easat-3884	11	13	considerable	considerable	ADJ
easat-3884	11	14	attention	attention	NOUN
easat-3884	11	15	in	in	ADP
easat-3884	11	16	the	the	DET
easat-3884	11	17	scientific	scientific	ADJ
easat-3884	11	18	community	community	NOUN
easat-3884	11	19	[	[	X
easat-3884	11	20	1	1	NUM
easat-3884	11	21	-	-	SYM
easat-3884	11	22	6	6	NUM
easat-3884	11	23	]	]	PUNCT
easat-3884	11	24	.	.	PUNCT
easat-3884	12	1	this	this	DET
easat-3884	12	2	technology	technology	NOUN
easat-3884	12	3	provides	provide	VERB
easat-3884	12	4	a	a	DET
easat-3884	12	5	modern	modern	ADJ
easat-3884	12	6	and	and	CCONJ
easat-3884	12	7	flexible	flexible	ADJ
easat-3884	12	8	means	mean	NOUN
easat-3884	12	9	of	of	ADP
easat-3884	12	10	communication	communication	NOUN
easat-3884	12	11	and	and	CCONJ
easat-3884	12	12	interaction	interaction	NOUN
easat-3884	12	13	in	in	ADP
easat-3884	12	14	the	the	DET
easat-3884	12	15	digital	digital	ADJ
easat-3884	12	16	age	age	NOUN
easat-3884	12	17	,	,	PUNCT
easat-3884	12	18	particularly	particularly	ADV
easat-3884	12	19	empowering	empower	VERB
easat-3884	12	20	individuals	individual	NOUN
easat-3884	12	21	with	with	ADP
easat-3884	12	22	disabilities	disability	NOUN
easat-3884	12	23	to	to	PART
easat-3884	12	24	engage	engage	VERB
easat-3884	12	25	more	more	ADV
easat-3884	12	26	actively	actively	ADV
easat-3884	12	27	in	in	ADP
easat-3884	12	28	their	their	PRON
easat-3884	12	29	lives	life	NOUN
easat-3884	12	30	.	.	PUNCT
easat-3884	13	1	by	by	ADP
easat-3884	13	2	leveraging	leverage	VERB
easat-3884	13	3	brain	brain	NOUN
easat-3884	13	4	electrical	electrical	ADJ
easat-3884	13	5	signals	signal	NOUN
easat-3884	13	6	,	,	PUNCT
easat-3884	13	7	the	the	DET
easat-3884	13	8	bci	bci	PROPN
easat-3884	13	9	speller	speller	NOUN
easat-3884	13	10	allows	allow	VERB
easat-3884	13	11	users	user	NOUN
easat-3884	13	12	to	to	PART
easat-3884	13	13	control	control	VERB
easat-3884	13	14	activities	activity	NOUN
easat-3884	13	15	through	through	ADP
easat-3884	13	16	a	a	DET
easat-3884	13	17	virtual	virtual	ADJ
easat-3884	13	18	keyboard	keyboard	NOUN
easat-3884	13	19	,	,	PUNCT
easat-3884	13	20	enabling	enable	VERB
easat-3884	13	21	them	they	PRON
easat-3884	13	22	to	to	PART
easat-3884	13	23	draft	draft	VERB
easat-3884	13	24	documents	document	NOUN
easat-3884	13	25	,	,	PUNCT
easat-3884	13	26	communicate	communicate	VERB
easat-3884	13	27	,	,	PUNCT
easat-3884	13	28	and	and	CCONJ
easat-3884	13	29	interact	interact	VERB
easat-3884	13	30	.	.	PUNCT
easat-3884	14	1	furthermore	furthermore	ADV
easat-3884	14	2	,	,	PUNCT
easat-3884	14	3	integrating	integrate	VERB
easat-3884	14	4	virtual	virtual	ADJ
easat-3884	14	5	keyboards	keyboard	NOUN
easat-3884	14	6	with	with	ADP
easat-3884	14	7	physiological	physiological	ADJ
easat-3884	14	8	measurement	measurement	NOUN
easat-3884	14	9	devices	device	NOUN
easat-3884	14	10	offers	offer	VERB
easat-3884	14	11	sensory	sensory	ADJ
easat-3884	14	12	feedback	feedback	NOUN
easat-3884	14	13	that	that	PRON
easat-3884	14	14	enhances	enhance	VERB
easat-3884	14	15	user	user	NOUN
easat-3884	14	16	capabilities	capability	NOUN
easat-3884	14	17	.	.	PUNCT
easat-3884	15	1	however	however	ADV
easat-3884	15	2	,	,	PUNCT
easat-3884	15	3	challenges	challenge	NOUN
easat-3884	15	4	persist	persist	VERB
easat-3884	15	5	in	in	ADP
easat-3884	15	6	designing	design	VERB
easat-3884	15	7	user	user	NOUN
easat-3884	15	8	-	-	PUNCT
easat-3884	15	9	friendly	friendly	ADJ
easat-3884	15	10	and	and	CCONJ
easat-3884	15	11	effective	effective	ADJ
easat-3884	15	12	interfaces	interface	NOUN
easat-3884	15	13	,	,	PUNCT
easat-3884	15	14	addressing	address	VERB
easat-3884	15	15	the	the	DET
easat-3884	15	16	high	high	ADJ
easat-3884	15	17	costs	cost	NOUN
easat-3884	15	18	of	of	ADP
easat-3884	15	19	equipment	equipment	NOUN
easat-3884	15	20	,	,	PUNCT
easat-3884	15	21	and	and	CCONJ
easat-3884	15	22	overcoming	overcome	VERB
easat-3884	15	23	the	the	DET
easat-3884	15	24	lack	lack	NOUN
easat-3884	15	25	of	of	ADP
easat-3884	15	26	eeg	eeg	NOUN
easat-3884	15	27	datasets	dataset	NOUN
easat-3884	15	28	.	.	PUNCT
easat-3884	16	1	consequently	consequently	ADV
easat-3884	16	2	,	,	PUNCT
easat-3884	16	3	further	further	ADJ
easat-3884	16	4	research	research	NOUN
easat-3884	16	5	is	be	AUX
easat-3884	16	6	essential	essential	ADJ
easat-3884	16	7	to	to	PART
easat-3884	16	8	gain	gain	VERB
easat-3884	16	9	a	a	DET
easat-3884	16	10	deeper	deep	ADJ
easat-3884	16	11	understanding	understanding	NOUN
easat-3884	16	12	of	of	ADP
easat-3884	16	13	the	the	DET
easat-3884	16	14	underlying	underlying	ADJ
easat-3884	16	15	mechanisms	mechanism	NOUN
easat-3884	16	16	of	of	ADP
easat-3884	16	17	the	the	DET
easat-3884	16	18	bci	bci	ADJ
easat-3884	16	19	speller	speller	NOUN
easat-3884	16	20	and	and	CCONJ
easat-3884	16	21	to	to	PART
easat-3884	16	22	optimize	optimize	VERB
easat-3884	16	23	its	its	PRON
easat-3884	16	24	performance	performance	NOUN
easat-3884	16	25	.	.	PUNCT
easat-3884	17	1	this	this	DET
easat-3884	17	2	research	research	NOUN
easat-3884	17	3	presents	present	VERB
easat-3884	17	4	a	a	DET
easat-3884	17	5	vietnamese	vietnamese	ADJ
easat-3884	17	6	bci	bci	ADJ
easat-3884	17	7	speller	speller	ADJ
easat-3884	17	8	system	system	NOUN
easat-3884	17	9	specifically	specifically	ADV
easat-3884	17	10	developed	develop	VERB
easat-3884	17	11	for	for	ADP
easat-3884	17	12	the	the	DET
easat-3884	17	13	vietnamese	vietnamese	ADJ
easat-3884	17	14	language	language	NOUN
easat-3884	17	15	and	and	CCONJ
easat-3884	17	16	its	its	PRON
easat-3884	17	17	speakers	speaker	NOUN
easat-3884	17	18	.	.	PUNCT
easat-3884	18	1	tailored	tailor	VERB
easat-3884	18	2	to	to	ADP
easat-3884	18	3	the	the	DET
easat-3884	18	4	conditions	condition	NOUN
easat-3884	18	5	and	and	CCONJ
easat-3884	18	6	resources	resource	NOUN
easat-3884	18	7	of	of	ADP
easat-3884	18	8	the	the	DET
easat-3884	18	9	vietnamese	vietnamese	ADJ
easat-3884	18	10	population	population	NOUN
easat-3884	18	11	,	,	PUNCT
easat-3884	18	12	this	this	DET
easat-3884	18	13	system	system	NOUN
easat-3884	18	14	has	have	AUX
easat-3884	18	15	shown	show	VERB
easat-3884	18	16	promising	promising	ADJ
easat-3884	18	17	results	result	NOUN
easat-3884	18	18	in	in	ADP
easat-3884	18	19	initial	initial	ADJ
easat-3884	18	20	testing	testing	NOUN
easat-3884	18	21	.	.	PUNCT
easat-3884	19	1	our	our	PRON
easat-3884	19	2	key	key	ADJ
easat-3884	19	3	contributions	contribution	NOUN
easat-3884	19	4	include	include	VERB
easat-3884	19	5	:	:	PUNCT
easat-3884	19	6	•	•	ADV
easat-3884	19	7	evaluating	evaluate	VERB
easat-3884	19	8	and	and	CCONJ
easat-3884	19	9	selecting	select	VERB
easat-3884	19	10	a	a	DET
easat-3884	19	11	motor	motor	NOUN
easat-3884	19	12	imagery	imagery	NOUN
easat-3884	19	13	classification	classification	NOUN
easat-3884	19	14	method	method	NOUN
easat-3884	19	15	that	that	PRON
easat-3884	19	16	employs	employ	VERB
easat-3884	19	17	an	an	DET
easat-3884	19	18	appropriate	appropriate	ADJ
easat-3884	19	19	machine	machine	NOUN
easat-3884	19	20	learning	learning	NOUN
easat-3884	19	21	mechanism	mechanism	NOUN
easat-3884	19	22	to	to	PART
easat-3884	19	23	create	create	VERB
easat-3884	19	24	a	a	DET
easat-3884	19	25	scalable	scalable	ADJ
easat-3884	19	26	and	and	CCONJ
easat-3884	19	27	upgradeable	upgradeable	ADJ
easat-3884	19	28	module	module	NOUN
easat-3884	19	29	for	for	ADP
easat-3884	19	30	processing	processing	NOUN
easat-3884	19	31	motor	motor	NOUN
easat-3884	19	32	imagery	imagery	NOUN
easat-3884	19	33	signals	signal	NOUN
easat-3884	19	34	in	in	ADP
easat-3884	19	35	the	the	DET
easat-3884	19	36	vietnamese	vietnamese	ADJ
easat-3884	19	37	bci	bci	PROPN
easat-3884	19	38	speller	speller	PROPN
easat-3884	19	39	.	.	PROPN
easat-3884	20	1	•	•	NUM
easat-3884	20	2	a	a	DET
easat-3884	20	3	flexible	flexible	ADJ
easat-3884	20	4	and	and	CCONJ
easat-3884	20	5	comprehensive	comprehensive	ADJ
easat-3884	20	6	bci	bci	PROPN
easat-3884	20	7	speller	speller	NOUN
easat-3884	20	8	system	system	NOUN
easat-3884	20	9	designed	design	VERB
easat-3884	20	10	for	for	ADP
easat-3884	20	11	users	user	NOUN
easat-3884	20	12	seeking	seek	VERB
easat-3884	20	13	additional	additional	ADJ
easat-3884	20	14	methods	method	NOUN
easat-3884	20	15	for	for	ADP
easat-3884	20	16	drafting	draft	VERB
easat-3884	20	17	documents	document	NOUN
easat-3884	20	18	,	,	PUNCT
easat-3884	20	19	communication	communication	NOUN
easat-3884	20	20	,	,	PUNCT
easat-3884	20	21	and	and	CCONJ
easat-3884	20	22	interaction	interaction	NOUN
easat-3884	20	23	,	,	PUNCT
easat-3884	20	24	offered	offer	VERB
easat-3884	20	25	at	at	ADP
easat-3884	20	26	an	an	DET
easat-3884	20	27	affordable	affordable	ADJ
easat-3884	20	28	price	price	NOUN
easat-3884	20	29	that	that	PRON
easat-3884	20	30	aligns	align	VERB
easat-3884	20	31	with	with	ADP
easat-3884	20	32	the	the	DET
easat-3884	20	33	living	living	NOUN
easat-3884	20	34	conditions	condition	NOUN
easat-3884	20	35	of	of	ADP
easat-3884	20	36	most	most	ADJ
easat-3884	20	37	vietnamese	vietnamese	ADJ
easat-3884	20	38	individuals	individual	NOUN
easat-3884	20	39	.	.	PUNCT
easat-3884	21	1	our	our	PRON
easat-3884	21	2	research	research	NOUN
easat-3884	21	3	emphasizes	emphasize	VERB
easat-3884	21	4	the	the	DET
easat-3884	21	5	integration	integration	NOUN
easat-3884	21	6	of	of	ADP
easat-3884	21	7	the	the	DET
easat-3884	21	8	bci	bci	PROPN
easat-3884	21	9	speller	speller	NOUN
easat-3884	21	10	with	with	ADP
easat-3884	21	11	motor	motor	NOUN
easat-3884	21	12	imagery	imagery	NOUN
easat-3884	21	13	(	(	PUNCT
easat-3884	21	14	mi	mi	NOUN
easat-3884	21	15	)	)	PUNCT
easat-3884	21	16	task	task	NOUN
easat-3884	21	17	classification	classification	NOUN
easat-3884	21	18	.	.	PUNCT
easat-3884	22	1	backgrounds	background	NOUN
easat-3884	22	2	and	and	CCONJ
easat-3884	22	3	related	related	ADJ
easat-3884	22	4	works	work	NOUN
easat-3884	22	5	are	be	AUX
easat-3884	22	6	introduced	introduce	VERB
easat-3884	22	7	in	in	ADP
easat-3884	22	8	section	section	NOUN
easat-3884	22	9	2	2	NUM
easat-3884	22	10	.	.	PUNCT
easat-3884	22	11	section	section	NOUN
easat-3884	22	12	3	3	NUM
easat-3884	22	13	details	detail	NOUN
easat-3884	22	14	the	the	DET
easat-3884	22	15	deep	deep	ADJ
easat-3884	22	16	8874	8874	NUM
easat-3884	22	17	edelweiss	edelweiss	PROPN
easat-3884	22	18	applied	apply	VERB
easat-3884	22	19	science	science	NOUN
easat-3884	22	20	and	and	CCONJ
easat-3884	22	21	technology	technology	NOUN
easat-3884	22	22	issn	issn	PROPN
easat-3884	22	23	:	:	PUNCT
easat-3884	22	24	2576	2576	NUM
easat-3884	22	25	-	-	SYM
easat-3884	22	26	8484	8484	NUM
easat-3884	22	27	vol	vol	NOUN
easat-3884	22	28	.	.	PROPN
easat-3884	23	1	8	8	NUM
easat-3884	23	2	,	,	PUNCT
easat-3884	23	3	no	no	INTJ
easat-3884	23	4	.	.	NOUN
easat-3884	23	5	6	6	NUM
easat-3884	23	6	:	:	SYM
easat-3884	23	7	8873	8873	NUM
easat-3884	23	8	-	-	SYM
easat-3884	23	9	8891	8891	NUM
easat-3884	23	10	,	,	PUNCT
easat-3884	23	11	2024	2024	NUM
easat-3884	23	12	doi	doi	NOUN
easat-3884	23	13	:	:	PUNCT
easat-3884	23	14	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	23	15	©	©	PROPN
easat-3884	23	16	2024	2024	NUM
easat-3884	23	17	by	by	ADP
easat-3884	23	18	the	the	DET
easat-3884	23	19	authors	author	NOUN
easat-3884	23	20	;	;	PUNCT
easat-3884	24	1	licensee	licensee	PROPN
easat-3884	24	2	learning	learn	VERB
easat-3884	24	3	gate	gate	NOUN
easat-3884	24	4	learning	learning	NOUN
easat-3884	24	5	and	and	CCONJ
easat-3884	24	6	machine	machine	NOUN
easat-3884	24	7	learning	learning	NOUN
easat-3884	24	8	models	model	NOUN
easat-3884	24	9	used	use	VERB
easat-3884	24	10	for	for	ADP
easat-3884	24	11	classifying	classify	VERB
easat-3884	24	12	mi	mi	NOUN
easat-3884	24	13	tasks	task	NOUN
easat-3884	24	14	,	,	PUNCT
easat-3884	24	15	while	while	SCONJ
easat-3884	24	16	section	section	NOUN
easat-3884	24	17	4	4	NUM
easat-3884	24	18	discusses	discuss	VERB
easat-3884	24	19	the	the	DET
easat-3884	24	20	experiments	experiment	NOUN
easat-3884	24	21	and	and	CCONJ
easat-3884	24	22	evaluations	evaluation	NOUN
easat-3884	24	23	related	relate	VERB
easat-3884	24	24	to	to	ADP
easat-3884	24	25	this	this	DET
easat-3884	24	26	classification	classification	NOUN
easat-3884	24	27	.	.	PUNCT
easat-3884	25	1	the	the	DET
easat-3884	25	2	approach	approach	NOUN
easat-3884	25	3	and	and	CCONJ
easat-3884	25	4	development	development	NOUN
easat-3884	25	5	of	of	ADP
easat-3884	25	6	the	the	DET
easat-3884	25	7	vietnamese	vietnamese	ADJ
easat-3884	25	8	bci	bci	PROPN
easat-3884	25	9	speller	speller	PROPN
easat-3884	25	10	are	be	AUX
easat-3884	25	11	outlined	outline	VERB
easat-3884	25	12	in	in	ADP
easat-3884	25	13	section	section	NOUN
easat-3884	25	14	5	5	NUM
easat-3884	25	15	,	,	PUNCT
easat-3884	25	16	and	and	CCONJ
easat-3884	25	17	conclusions	conclusion	NOUN
easat-3884	25	18	are	be	AUX
easat-3884	25	19	summarized	summarize	VERB
easat-3884	25	20	in	in	ADP
easat-3884	25	21	section	section	NOUN
easat-3884	25	22	6	6	NUM
easat-3884	25	23	.	.	NOUN
easat-3884	25	24	2	2	NUM
easat-3884	25	25	.	.	NUM
easat-3884	26	1	backgrounds	background	NOUN
easat-3884	26	2	and	and	CCONJ
easat-3884	26	3	related	relate	VERB
easat-3884	26	4	works	work	NOUN
easat-3884	26	5	2.1	2.1	NUM
easat-3884	26	6	.	.	PUNCT
easat-3884	27	1	backgrounds	background	NOUN
easat-3884	27	2	2.1.1	2.1.1	NUM
easat-3884	27	3	.	.	PUNCT
easat-3884	28	1	brain	brain	NOUN
easat-3884	28	2	computer	computer	NOUN
easat-3884	28	3	interface	interface	VERB
easat-3884	28	4	the	the	DET
easat-3884	28	5	brain	brain	NOUN
easat-3884	28	6	-	-	PUNCT
easat-3884	28	7	computer	computer	NOUN
easat-3884	28	8	interface	interface	NOUN
easat-3884	28	9	(	(	PUNCT
easat-3884	28	10	bci	bci	NOUN
easat-3884	28	11	)	)	PUNCT
easat-3884	28	12	system	system	NOUN
easat-3884	28	13	utilizes	utilize	VERB
easat-3884	28	14	electroencephalography	electroencephalography	NOUN
easat-3884	28	15	(	(	PUNCT
easat-3884	28	16	eeg	eeg	NOUN
easat-3884	28	17	)	)	PUNCT
easat-3884	28	18	signal	signal	NOUN
easat-3884	28	19	amplifiers	amplifier	NOUN
easat-3884	28	20	and	and	CCONJ
easat-3884	28	21	a	a	DET
easat-3884	28	22	computer	computer	NOUN
easat-3884	28	23	to	to	PART
easat-3884	28	24	monitor	monitor	VERB
easat-3884	28	25	and	and	CCONJ
easat-3884	28	26	analyze	analyze	VERB
easat-3884	28	27	brain	brain	NOUN
easat-3884	28	28	activity	activity	NOUN
easat-3884	28	29	.	.	PUNCT
easat-3884	29	1	it	it	PRON
easat-3884	29	2	processes	process	VERB
easat-3884	29	3	these	these	DET
easat-3884	29	4	signals	signal	NOUN
easat-3884	29	5	to	to	PART
easat-3884	29	6	generate	generate	VERB
easat-3884	29	7	inputs	input	NOUN
easat-3884	29	8	for	for	ADP
easat-3884	29	9	interactive	interactive	ADJ
easat-3884	29	10	applications	application	NOUN
easat-3884	29	11	.	.	PUNCT
easat-3884	30	1	for	for	ADP
easat-3884	30	2	general	general	ADJ
easat-3884	30	3	users	user	NOUN
easat-3884	30	4	,	,	PUNCT
easat-3884	30	5	a	a	DET
easat-3884	30	6	bci	bci	NOUN
easat-3884	30	7	system	system	NOUN
easat-3884	30	8	can	can	AUX
easat-3884	30	9	easily	easily	ADV
easat-3884	30	10	be	be	AUX
easat-3884	30	11	misinterpreted	misinterpret	VERB
easat-3884	30	12	as	as	ADP
easat-3884	30	13	a	a	DET
easat-3884	30	14	device	device	NOUN
easat-3884	30	15	capable	capable	ADJ
easat-3884	30	16	of	of	ADP
easat-3884	30	17	"	"	PUNCT
easat-3884	30	18	reading	read	VERB
easat-3884	30	19	minds	mind	NOUN
easat-3884	30	20	.	.	PUNCT
easat-3884	30	21	"	"	PUNCT
easat-3884	31	1	however	however	ADV
easat-3884	31	2	,	,	PUNCT
easat-3884	31	3	the	the	DET
easat-3884	31	4	human	human	ADJ
easat-3884	31	5	brain	brain	NOUN
easat-3884	31	6	remains	remain	VERB
easat-3884	31	7	a	a	DET
easat-3884	31	8	profound	profound	ADJ
easat-3884	31	9	mystery	mystery	NOUN
easat-3884	31	10	despite	despite	SCONJ
easat-3884	31	11	significant	significant	ADJ
easat-3884	31	12	scientific	scientific	ADJ
easat-3884	31	13	advancements	advancement	NOUN
easat-3884	31	14	.	.	PUNCT
easat-3884	32	1	its	its	PRON
easat-3884	32	2	complexity	complexity	NOUN
easat-3884	32	3	limits	limit	VERB
easat-3884	32	4	bcis	bcis	ADV
easat-3884	32	5	in	in	ADP
easat-3884	32	6	their	their	PRON
easat-3884	32	7	ability	ability	NOUN
easat-3884	32	8	to	to	PART
easat-3884	32	9	predict	predict	VERB
easat-3884	32	10	specific	specific	ADJ
easat-3884	32	11	activities	activity	NOUN
easat-3884	32	12	.	.	PUNCT
easat-3884	33	1	thus	thus	ADV
easat-3884	33	2	,	,	PUNCT
easat-3884	33	3	at	at	ADP
easat-3884	33	4	this	this	DET
easat-3884	33	5	stage	stage	NOUN
easat-3884	33	6	,	,	PUNCT
easat-3884	33	7	the	the	DET
easat-3884	33	8	bci	bci	NOUN
easat-3884	33	9	system	system	NOUN
easat-3884	33	10	enables	enable	VERB
easat-3884	33	11	users	user	NOUN
easat-3884	33	12	to	to	PART
easat-3884	33	13	perform	perform	VERB
easat-3884	33	14	desired	desire	VERB
easat-3884	33	15	actions	action	NOUN
easat-3884	33	16	and	and	CCONJ
easat-3884	33	17	commands	command	NOUN
easat-3884	33	18	directly	directly	ADV
easat-3884	33	19	within	within	ADP
easat-3884	33	20	an	an	DET
easat-3884	33	21	interactive	interactive	ADJ
easat-3884	33	22	application	application	NOUN
easat-3884	33	23	through	through	ADP
easat-3884	33	24	brain	brain	NOUN
easat-3884	33	25	activity	activity	NOUN
easat-3884	33	26	,	,	PUNCT
easat-3884	33	27	without	without	ADP
easat-3884	33	28	the	the	DET
easat-3884	33	29	need	need	NOUN
easat-3884	33	30	to	to	PART
easat-3884	33	31	engage	engage	VERB
easat-3884	33	32	muscles	muscle	NOUN
easat-3884	33	33	.	.	PUNCT
easat-3884	34	1	bci	bci	PROPN
easat-3884	34	2	systems	system	NOUN
easat-3884	34	3	can	can	AUX
easat-3884	34	4	be	be	AUX
easat-3884	34	5	classified	classify	VERB
easat-3884	34	6	into	into	ADP
easat-3884	34	7	three	three	NUM
easat-3884	34	8	types	type	NOUN
easat-3884	34	9	:	:	PUNCT
easat-3884	34	10	•	•	NUM
easat-3884	34	11	active	active	ADJ
easat-3884	34	12	bcis	bcis	NOUN
easat-3884	34	13	:	:	PUNCT
easat-3884	34	14	asynchronous	asynchronous	ADJ
easat-3884	34	15	systems	system	NOUN
easat-3884	34	16	that	that	PRON
easat-3884	34	17	are	be	AUX
easat-3884	34	18	directly	directly	ADV
easat-3884	34	19	controlled	control	VERB
easat-3884	34	20	by	by	ADP
easat-3884	34	21	commands	command	NOUN
easat-3884	34	22	derived	derive	VERB
easat-3884	34	23	from	from	ADP
easat-3884	34	24	the	the	DET
easat-3884	34	25	user	user	NOUN
easat-3884	34	26	's	's	PART
easat-3884	34	27	eeg	eeg	NOUN
easat-3884	34	28	signals	signal	NOUN
easat-3884	34	29	.	.	PUNCT
easat-3884	35	1	•	•	NUM
easat-3884	35	2	reactive	reactive	ADJ
easat-3884	35	3	bcis	bcis	NOUN
easat-3884	35	4	:	:	PUNCT
easat-3884	35	5	synchronous	synchronous	ADJ
easat-3884	35	6	systems	system	NOUN
easat-3884	35	7	in	in	ADP
easat-3884	35	8	which	which	PRON
easat-3884	35	9	the	the	DET
easat-3884	35	10	user	user	NOUN
easat-3884	35	11	generates	generate	VERB
easat-3884	35	12	appropriate	appropriate	ADJ
easat-3884	35	13	eeg	eeg	NOUN
easat-3884	35	14	signals	signal	NOUN
easat-3884	35	15	in	in	ADP
easat-3884	35	16	response	response	NOUN
easat-3884	35	17	to	to	PART
easat-3884	35	18	stimuli	stimulus	NOUN
easat-3884	35	19	,	,	PUNCT
easat-3884	35	20	such	such	ADJ
easat-3884	35	21	as	as	ADP
easat-3884	35	22	visual	visual	ADJ
easat-3884	35	23	(	(	PUNCT
easat-3884	35	24	images	image	NOUN
easat-3884	35	25	)	)	PUNCT
easat-3884	35	26	,	,	PUNCT
easat-3884	35	27	auditory	auditory	NOUN
easat-3884	35	28	(	(	PUNCT
easat-3884	35	29	sounds	sound	NOUN
easat-3884	35	30	)	)	PUNCT
easat-3884	35	31	,	,	PUNCT
easat-3884	35	32	and	and	CCONJ
easat-3884	35	33	tactile	tactile	ADJ
easat-3884	35	34	(	(	PUNCT
easat-3884	35	35	physical	physical	ADJ
easat-3884	35	36	stimulation	stimulation	NOUN
easat-3884	35	37	from	from	ADP
easat-3884	35	38	auxiliary	auxiliary	ADJ
easat-3884	35	39	devices	device	NOUN
easat-3884	35	40	like	like	ADP
easat-3884	35	41	robotic	robotic	ADJ
easat-3884	35	42	arms	arm	NOUN
easat-3884	35	43	or	or	CCONJ
easat-3884	35	44	gloves	glove	NOUN
easat-3884	35	45	)	)	PUNCT
easat-3884	35	46	.	.	PUNCT
easat-3884	36	1	•	•	NOUN
easat-3884	36	2	passive	passive	ADJ
easat-3884	36	3	bcis	bcis	NOUN
easat-3884	36	4	:	:	PUNCT
easat-3884	36	5	systems	system	NOUN
easat-3884	36	6	designed	design	VERB
easat-3884	36	7	to	to	PART
easat-3884	36	8	recognize	recognize	VERB
easat-3884	36	9	and	and	CCONJ
easat-3884	36	10	evaluate	evaluate	VERB
easat-3884	36	11	the	the	DET
easat-3884	36	12	user	user	NOUN
easat-3884	36	13	's	's	PART
easat-3884	36	14	cognitive	cognitive	ADJ
easat-3884	36	15	responses	response	NOUN
easat-3884	36	16	based	base	VERB
easat-3884	36	17	on	on	ADP
easat-3884	36	18	brain	brain	NOUN
easat-3884	36	19	activity	activity	NOUN
easat-3884	36	20	,	,	PUNCT
easat-3884	36	21	including	include	VERB
easat-3884	36	22	emotions	emotion	NOUN
easat-3884	36	23	and	and	CCONJ
easat-3884	36	24	levels	level	NOUN
easat-3884	36	25	of	of	ADP
easat-3884	36	26	concentration	concentration	NOUN
easat-3884	36	27	.	.	PUNCT
easat-3884	37	1	2.1.2	2.1.2	X
easat-3884	37	2	.	.	PROPN
easat-3884	37	3	electroencephalogram	electroencephalogram	NOUN
easat-3884	37	4	eeg	eeg	PROPN
easat-3884	37	5	signals	signal	NOUN
easat-3884	37	6	are	be	AUX
easat-3884	37	7	one	one	NUM
easat-3884	37	8	type	type	NOUN
easat-3884	37	9	of	of	ADP
easat-3884	37	10	bio	bio	NOUN
easat-3884	37	11	electrical	electrical	ADJ
easat-3884	37	12	signals	signal	NOUN
easat-3884	37	13	obtained	obtain	VERB
easat-3884	37	14	from	from	ADP
easat-3884	37	15	the	the	DET
easat-3884	37	16	human	human	ADJ
easat-3884	37	17	body	body	NOUN
easat-3884	37	18	.	.	PUNCT
easat-3884	38	1	essentially	essentially	ADV
easat-3884	38	2	,	,	PUNCT
easat-3884	38	3	they	they	PRON
easat-3884	38	4	are	be	AUX
easat-3884	38	5	electrical	electrical	ADJ
easat-3884	38	6	potential	potential	ADJ
easat-3884	38	7	signals	signal	NOUN
easat-3884	38	8	generated	generate	VERB
easat-3884	38	9	during	during	ADP
easat-3884	38	10	cortical	cortical	ADJ
easat-3884	38	11	activity	activity	NOUN
easat-3884	38	12	.	.	PUNCT
easat-3884	39	1	these	these	DET
easat-3884	39	2	signals	signal	NOUN
easat-3884	39	3	are	be	AUX
easat-3884	39	4	the	the	DET
easat-3884	39	5	instantaneous	instantaneous	ADJ
easat-3884	39	6	bio	bio	ADJ
easat-3884	39	7	-	-	ADJ
easat-3884	39	8	electrical	electrical	ADJ
easat-3884	39	9	responses	response	NOUN
easat-3884	39	10	of	of	ADP
easat-3884	39	11	brain	brain	NOUN
easat-3884	39	12	cells	cell	NOUN
easat-3884	39	13	.	.	PUNCT
easat-3884	40	1	2.1.2.1	2.1.2.1	X
easat-3884	40	2	.	.	PUNCT
easat-3884	40	3	methods	method	NOUN
easat-3884	40	4	for	for	ADP
easat-3884	40	5	acquiring	acquire	VERB
easat-3884	40	6	eeg	eeg	NOUN
easat-3884	40	7	signals	signal	NOUN
easat-3884	40	8	there	there	PRON
easat-3884	40	9	are	be	VERB
easat-3884	40	10	various	various	ADJ
easat-3884	40	11	experimental	experimental	ADJ
easat-3884	40	12	methods	method	NOUN
easat-3884	40	13	to	to	PART
easat-3884	40	14	capture	capture	VERB
easat-3884	40	15	and	and	CCONJ
easat-3884	40	16	record	record	NOUN
easat-3884	40	17	eeg	eeg	NOUN
easat-3884	40	18	signals	signal	NOUN
easat-3884	40	19	for	for	ADP
easat-3884	40	20	developing	develop	VERB
easat-3884	40	21	bci	bci	ADJ
easat-3884	40	22	systems	system	NOUN
easat-3884	40	23	[	[	X
easat-3884	40	24	7	7	NUM
easat-3884	40	25	]	]	PUNCT
easat-3884	40	26	.	.	PUNCT
easat-3884	41	1	these	these	DET
easat-3884	41	2	methods	method	NOUN
easat-3884	41	3	are	be	AUX
easat-3884	41	4	generally	generally	ADV
easat-3884	41	5	classified	classify	VERB
easat-3884	41	6	into	into	ADP
easat-3884	41	7	two	two	NUM
easat-3884	41	8	types	type	NOUN
easat-3884	41	9	:	:	PUNCT
easat-3884	41	10	invasive	invasive	ADJ
easat-3884	41	11	and	and	CCONJ
easat-3884	41	12	non	non	ADJ
easat-3884	41	13	-	-	ADJ
easat-3884	41	14	invasive	invasive	ADJ
easat-3884	41	15	.	.	PUNCT
easat-3884	42	1	in	in	ADP
easat-3884	42	2	invasive	invasive	ADJ
easat-3884	42	3	methods	method	NOUN
easat-3884	42	4	,	,	PUNCT
easat-3884	42	5	electrodes	electrode	NOUN
easat-3884	42	6	are	be	AUX
easat-3884	42	7	implanted	implant	VERB
easat-3884	42	8	directly	directly	ADV
easat-3884	42	9	into	into	ADP
easat-3884	42	10	the	the	DET
easat-3884	42	11	brain	brain	NOUN
easat-3884	42	12	tissue	tissue	NOUN
easat-3884	42	13	.	.	PUNCT
easat-3884	43	1	figure	figure	NOUN
easat-3884	43	2	1	1	NUM
easat-3884	43	3	shows	show	VERB
easat-3884	43	4	common	common	ADJ
easat-3884	43	5	experimental	experimental	ADJ
easat-3884	43	6	methods	method	NOUN
easat-3884	43	7	for	for	ADP
easat-3884	43	8	acquiring	acquire	VERB
easat-3884	43	9	eeg	eeg	NOUN
easat-3884	43	10	signals	signal	NOUN
easat-3884	43	11	include	include	VERB
easat-3884	43	12	two	two	NUM
easat-3884	43	13	invasive	invasive	ADJ
easat-3884	43	14	methods	method	NOUN
easat-3884	43	15	:	:	PUNCT
easat-3884	43	16	electrocorticogram	electrocorticogram	NOUN
easat-3884	43	17	(	(	PUNCT
easat-3884	43	18	ecog	ecog	PROPN
easat-3884	43	19	)	)	PUNCT
easat-3884	43	20	and	and	CCONJ
easat-3884	43	21	intracortical	intracortical	ADJ
easat-3884	43	22	recordings	recording	NOUN
easat-3884	43	23	.	.	PUNCT
easat-3884	44	1	invasive	invasive	ADJ
easat-3884	44	2	methods	method	NOUN
easat-3884	44	3	provide	provide	VERB
easat-3884	44	4	higher	high	ADJ
easat-3884	44	5	quality	quality	NOUN
easat-3884	44	6	signals	signal	NOUN
easat-3884	44	7	but	but	CCONJ
easat-3884	44	8	pose	pose	VERB
easat-3884	44	9	significant	significant	ADJ
easat-3884	44	10	medical	medical	ADJ
easat-3884	44	11	safety	safety	NOUN
easat-3884	44	12	concerns	concern	NOUN
easat-3884	44	13	and	and	CCONJ
easat-3884	44	14	high	high	ADJ
easat-3884	44	15	costs	cost	NOUN
easat-3884	44	16	.	.	PUNCT
easat-3884	45	1	non	non	ADJ
easat-3884	45	2	-	-	ADJ
easat-3884	45	3	invasive	invasive	ADJ
easat-3884	45	4	method	method	NOUN
easat-3884	45	5	,	,	PUNCT
easat-3884	45	6	commonly	commonly	ADV
easat-3884	45	7	used	use	VERB
easat-3884	45	8	for	for	ADP
easat-3884	45	9	clinical	clinical	ADJ
easat-3884	45	10	diagnosis	diagnosis	NOUN
easat-3884	45	11	of	of	ADP
easat-3884	45	12	neurological	neurological	ADJ
easat-3884	45	13	disorders	disorder	NOUN
easat-3884	45	14	,	,	PUNCT
easat-3884	45	15	sleep	sleep	NOUN
easat-3884	45	16	studies	study	NOUN
easat-3884	45	17	,	,	PUNCT
easat-3884	45	18	and	and	CCONJ
easat-3884	45	19	research	research	NOUN
easat-3884	45	20	,	,	PUNCT
easat-3884	45	21	safe	safe	ADJ
easat-3884	45	22	and	and	CCONJ
easat-3884	45	23	easy	easy	ADJ
easat-3884	45	24	to	to	PART
easat-3884	45	25	set	set	VERB
easat-3884	45	26	up	up	ADP
easat-3884	45	27	,	,	PUNCT
easat-3884	45	28	and	and	CCONJ
easat-3884	45	29	suitable	suitable	ADJ
easat-3884	45	30	for	for	ADP
easat-3884	45	31	long	long	ADJ
easat-3884	45	32	-	-	PUNCT
easat-3884	45	33	term	term	NOUN
easat-3884	45	34	monitoring	monitoring	NOUN
easat-3884	45	35	.	.	PUNCT
easat-3884	46	1	electrodes	electrode	NOUN
easat-3884	46	2	are	be	AUX
easat-3884	46	3	placed	place	VERB
easat-3884	46	4	on	on	ADP
easat-3884	46	5	the	the	DET
easat-3884	46	6	scalp	scalp	NOUN
easat-3884	46	7	using	use	VERB
easat-3884	46	8	a	a	DET
easat-3884	46	9	cap	cap	NOUN
easat-3884	46	10	or	or	CCONJ
easat-3884	46	11	adhesive	adhesive	ADJ
easat-3884	46	12	pads	pad	NOUN
easat-3884	46	13	.	.	PUNCT
easat-3884	47	1	8875	8875	NUM
easat-3884	47	2	edelweiss	edelweiss	PROPN
easat-3884	47	3	applied	apply	VERB
easat-3884	47	4	science	science	NOUN
easat-3884	47	5	and	and	CCONJ
easat-3884	47	6	technology	technology	NOUN
easat-3884	47	7	issn	issn	PROPN
easat-3884	47	8	:	:	PUNCT
easat-3884	47	9	2576	2576	NUM
easat-3884	47	10	-	-	SYM
easat-3884	47	11	8484	8484	NUM
easat-3884	47	12	vol	vol	NOUN
easat-3884	47	13	.	.	PROPN
easat-3884	47	14	8	8	NUM
easat-3884	47	15	,	,	PUNCT
easat-3884	47	16	no	no	INTJ
easat-3884	47	17	.	.	NOUN
easat-3884	48	1	6	6	NUM
easat-3884	48	2	:	:	SYM
easat-3884	48	3	8873	8873	NUM
easat-3884	48	4	-	-	SYM
easat-3884	48	5	8891	8891	NUM
easat-3884	48	6	,	,	PUNCT
easat-3884	48	7	2024	2024	NUM
easat-3884	48	8	doi	doi	NOUN
easat-3884	48	9	:	:	PUNCT
easat-3884	48	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	48	11	©	©	PROPN
easat-3884	48	12	2024	2024	NUM
easat-3884	48	13	by	by	ADP
easat-3884	48	14	the	the	DET
easat-3884	48	15	authors	author	NOUN
easat-3884	48	16	;	;	PUNCT
easat-3884	48	17	licensee	licensee	PROPN
easat-3884	48	18	learning	learn	VERB
easat-3884	48	19	gate	gate	NOUN
easat-3884	48	20	figure	figure	NOUN
easat-3884	48	21	1	1	NUM
easat-3884	48	22	:	:	PUNCT
easat-3884	48	23	methods	method	NOUN
easat-3884	48	24	for	for	ADP
easat-3884	48	25	acquiring	acquire	VERB
easat-3884	48	26	eeg	eeg	NOUN
easat-3884	48	27	signals	signal	NOUN
easat-3884	48	28	[	[	X
easat-3884	48	29	7	7	NUM
easat-3884	48	30	]	]	PUNCT
easat-3884	48	31	.	.	PUNCT
easat-3884	49	1	2.1.2.2	2.1.2.2	NUM
easat-3884	49	2	.	.	PUNCT
easat-3884	49	3	characteristics	characteristic	NOUN
easat-3884	49	4	of	of	ADP
easat-3884	49	5	eeg	eeg	PROPN
easat-3884	49	6	signals	signal	NOUN
easat-3884	49	7	eeg	eeg	NOUN
easat-3884	49	8	measures	measure	NOUN
easat-3884	49	9	electrical	electrical	ADJ
easat-3884	49	10	activities	activity	NOUN
easat-3884	49	11	in	in	ADP
easat-3884	49	12	the	the	DET
easat-3884	49	13	brain	brain	NOUN
easat-3884	49	14	by	by	ADP
easat-3884	49	15	recording	record	VERB
easat-3884	49	16	potentials	potential	NOUN
easat-3884	49	17	at	at	ADP
easat-3884	49	18	electrodes	electrode	NOUN
easat-3884	49	19	attached	attach	VERB
easat-3884	49	20	to	to	ADP
easat-3884	49	21	the	the	DET
easat-3884	49	22	user	user	NOUN
easat-3884	49	23	’s	’s	PART
easat-3884	49	24	head	head	NOUN
easat-3884	49	25	.	.	PUNCT
easat-3884	50	1	these	these	DET
easat-3884	50	2	potentials	potential	NOUN
easat-3884	50	3	,	,	PUNCT
easat-3884	50	4	ranging	range	VERB
easat-3884	50	5	from	from	ADP
easat-3884	50	6	100µv	100µv	PROPN
easat-3884	50	7	to	to	ADP
easat-3884	50	8	+100µv	+100µv	PROPN
easat-3884	50	9	,	,	PUNCT
easat-3884	50	10	form	form	VERB
easat-3884	50	11	continuous	continuous	ADJ
easat-3884	50	12	signals	signal	NOUN
easat-3884	50	13	known	know	VERB
easat-3884	50	14	as	as	ADP
easat-3884	50	15	brain	brain	NOUN
easat-3884	50	16	waves	wave	NOUN
easat-3884	50	17	.	.	PUNCT
easat-3884	51	1	eeg	eeg	NOUN
easat-3884	51	2	signals	signal	NOUN
easat-3884	51	3	offer	offer	VERB
easat-3884	51	4	high	high	ADJ
easat-3884	51	5	temporal	temporal	ADJ
easat-3884	51	6	resolution	resolution	NOUN
easat-3884	51	7	due	due	ADP
easat-3884	51	8	to	to	ADP
easat-3884	51	9	modern	modern	ADJ
easat-3884	51	10	devices	device	NOUN
easat-3884	51	11	’	'	PUNCT
easat-3884	51	12	sampling	sample	VERB
easat-3884	51	13	rates	rate	NOUN
easat-3884	51	14	(	(	PUNCT
easat-3884	51	15	up	up	ADP
easat-3884	51	16	to	to	ADP
easat-3884	51	17	1000hz	1000hz	NUM
easat-3884	51	18	)	)	PUNCT
easat-3884	51	19	,	,	PUNCT
easat-3884	51	20	but	but	CCONJ
easat-3884	51	21	spatial	spatial	ADJ
easat-3884	51	22	resolution	resolution	NOUN
easat-3884	51	23	is	be	AUX
easat-3884	51	24	limited	limit	VERB
easat-3884	51	25	by	by	ADP
easat-3884	51	26	the	the	DET
easat-3884	51	27	number	number	NOUN
easat-3884	51	28	of	of	ADP
easat-3884	51	29	electrodes	electrode	NOUN
easat-3884	51	30	,	,	PUNCT
easat-3884	51	31	typically	typically	ADV
easat-3884	51	32	between	between	ADP
easat-3884	51	33	19	19	NUM
easat-3884	51	34	and	and	CCONJ
easat-3884	51	35	256	256	NUM
easat-3884	51	36	.	.	PUNCT
easat-3884	52	1	figure	figure	NOUN
easat-3884	52	2	2	2	NUM
easat-3884	52	3	below	below	ADV
easat-3884	52	4	illustrates	illustrate	VERB
easat-3884	52	5	the	the	DET
easat-3884	52	6	eeg	eeg	NOUN
easat-3884	52	7	signals	signal	NOUN
easat-3884	52	8	obtained	obtain	VERB
easat-3884	52	9	at	at	ADP
easat-3884	52	10	several	several	ADJ
easat-3884	52	11	electrodes	electrode	NOUN
easat-3884	52	12	of	of	ADP
easat-3884	52	13	the	the	DET
easat-3884	52	14	measurement	measurement	NOUN
easat-3884	52	15	device	device	NOUN
easat-3884	52	16	over	over	ADP
easat-3884	52	17	time	time	NOUN
easat-3884	52	18	.	.	PUNCT
easat-3884	53	1	eeg	eeg	NOUN
easat-3884	53	2	signals	signal	NOUN
easat-3884	53	3	appear	appear	VERB
easat-3884	53	4	as	as	ADP
easat-3884	53	5	oscillations	oscillation	NOUN
easat-3884	53	6	at	at	ADP
easat-3884	53	7	specific	specific	ADJ
easat-3884	53	8	cerebral	cerebral	ADJ
easat-3884	53	9	cortex	cortex	NOUN
easat-3884	53	10	locations	location	NOUN
easat-3884	53	11	within	within	ADP
easat-3884	53	12	particular	particular	ADJ
easat-3884	53	13	frequency	frequency	NOUN
easat-3884	53	14	bands	band	NOUN
easat-3884	53	15	,	,	PUNCT
easat-3884	53	16	providing	provide	VERB
easat-3884	53	17	information	information	NOUN
easat-3884	53	18	about	about	ADP
easat-3884	53	19	the	the	DET
easat-3884	53	20	brain	brain	NOUN
easat-3884	53	21	’s	’s	PART
easat-3884	53	22	state	state	NOUN
easat-3884	53	23	.	.	PUNCT
easat-3884	54	1	when	when	SCONJ
easat-3884	54	2	classified	classify	VERB
easat-3884	54	3	by	by	ADP
easat-3884	54	4	frequency	frequency	NOUN
easat-3884	54	5	,	,	PUNCT
easat-3884	54	6	they	they	PRON
easat-3884	54	7	fall	fall	VERB
easat-3884	54	8	into	into	ADP
easat-3884	54	9	six	six	NUM
easat-3884	54	10	categories	category	NOUN
easat-3884	54	11	:	:	PUNCT
easat-3884	54	12	delta	delta	NOUN
easat-3884	54	13	,	,	PUNCT
easat-3884	54	14	theta	theta	NOUN
easat-3884	54	15	,	,	PUNCT
easat-3884	54	16	alpha	alpha	NOUN
easat-3884	54	17	,	,	PUNCT
easat-3884	54	18	mu	mu	PROPN
easat-3884	54	19	,	,	PUNCT
easat-3884	54	20	beta	beta	NOUN
easat-3884	54	21	,	,	PUNCT
easat-3884	54	22	and	and	CCONJ
easat-3884	54	23	gamma	gamma	NOUN
easat-3884	54	24	,	,	PUNCT
easat-3884	54	25	ranging	range	VERB
easat-3884	54	26	from	from	ADP
easat-3884	54	27	0.1hz	0.1hz	NUM
easat-3884	54	28	to	to	ADP
easat-3884	54	29	over	over	ADP
easat-3884	54	30	100hz	100hz	PROPN
easat-3884	54	31	.	.	PUNCT
easat-3884	55	1	this	this	DET
easat-3884	55	2	classification	classification	NOUN
easat-3884	55	3	method	method	NOUN
easat-3884	55	4	helps	help	VERB
easat-3884	55	5	in	in	ADP
easat-3884	55	6	filtering	filter	VERB
easat-3884	55	7	out	out	ADP
easat-3884	55	8	irrelevant	irrelevant	ADJ
easat-3884	55	9	signals	signal	NOUN
easat-3884	55	10	during	during	ADP
easat-3884	55	11	data	datum	NOUN
easat-3884	55	12	preprocessing	preprocessing	NOUN
easat-3884	55	13	.	.	PUNCT
easat-3884	56	1	table	table	NOUN
easat-3884	56	2	1	1	NUM
easat-3884	56	3	below	below	ADP
easat-3884	56	4	outlines	outline	VERB
easat-3884	56	5	the	the	DET
easat-3884	56	6	characteristics	characteristic	NOUN
easat-3884	56	7	and	and	CCONJ
easat-3884	56	8	states	state	NOUN
easat-3884	56	9	of	of	ADP
easat-3884	56	10	the	the	DET
easat-3884	56	11	main	main	ADJ
easat-3884	56	12	eeg	eeg	NOUN
easat-3884	56	13	signal	signal	NOUN
easat-3884	56	14	types	type	NOUN
easat-3884	56	15	.	.	PUNCT
easat-3884	57	1	figure	figure	NOUN
easat-3884	57	2	2	2	NUM
easat-3884	57	3	:	:	PUNCT
easat-3884	57	4	samples	sample	NOUN
easat-3884	57	5	of	of	ADP
easat-3884	57	6	eeg	eeg	NOUN
easat-3884	57	7	signals	signal	NOUN
easat-3884	57	8	8876	8876	NUM
easat-3884	57	9	edelweiss	edelweiss	PROPN
easat-3884	57	10	applied	apply	VERB
easat-3884	57	11	science	science	NOUN
easat-3884	57	12	and	and	CCONJ
easat-3884	57	13	technology	technology	NOUN
easat-3884	57	14	issn	issn	PROPN
easat-3884	57	15	:	:	PUNCT
easat-3884	57	16	2576	2576	NUM
easat-3884	57	17	-	-	SYM
easat-3884	57	18	8484	8484	NUM
easat-3884	57	19	vol	vol	NOUN
easat-3884	57	20	.	.	PROPN
easat-3884	57	21	8	8	NUM
easat-3884	57	22	,	,	PUNCT
easat-3884	57	23	no	no	INTJ
easat-3884	57	24	.	.	NOUN
easat-3884	57	25	6	6	NUM
easat-3884	57	26	:	:	SYM
easat-3884	57	27	8873	8873	NUM
easat-3884	57	28	-	-	SYM
easat-3884	57	29	8891	8891	NUM
easat-3884	57	30	,	,	PUNCT
easat-3884	57	31	2024	2024	NUM
easat-3884	57	32	doi	doi	NOUN
easat-3884	57	33	:	:	PUNCT
easat-3884	57	34	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	57	35	©	©	PROPN
easat-3884	57	36	2024	2024	NUM
easat-3884	57	37	by	by	ADP
easat-3884	57	38	the	the	DET
easat-3884	57	39	authors	author	NOUN
easat-3884	57	40	;	;	PUNCT
easat-3884	57	41	licensee	licensee	PROPN
easat-3884	57	42	learning	learn	VERB
easat-3884	57	43	gate	gate	NOUN
easat-3884	57	44	table	table	NOUN
easat-3884	57	45	1	1	NUM
easat-3884	57	46	:	:	PUNCT
easat-3884	57	47	classification	classification	NOUN
easat-3884	57	48	of	of	ADP
easat-3884	57	49	eeg	eeg	NOUN
easat-3884	57	50	signals	signal	NOUN
easat-3884	57	51	by	by	ADP
easat-3884	57	52	frequency	frequency	NOUN
easat-3884	57	53	band	band	NOUN
easat-3884	57	54	waveforms	waveform	NOUN
easat-3884	57	55	frequency	frequency	NOUN
easat-3884	57	56	characteristics	characteristic	NOUN
easat-3884	57	57	delta	delta	NOUN
easat-3884	57	58	0	0	NUM
easat-3884	58	1	4hz	4hz	ADJ
easat-3884	58	2	slow	slow	ADJ
easat-3884	58	3	waves	wave	NOUN
easat-3884	58	4	,	,	PUNCT
easat-3884	58	5	characterized	characterize	VERB
easat-3884	58	6	by	by	ADP
easat-3884	58	7	their	their	PRON
easat-3884	58	8	low	low	ADJ
easat-3884	58	9	frequency	frequency	NOUN
easat-3884	58	10	and	and	CCONJ
easat-3884	58	11	high	high	ADJ
easat-3884	58	12	amplitude	amplitude	NOUN
easat-3884	58	13	,	,	PUNCT
easat-3884	58	14	are	be	AUX
easat-3884	58	15	commonly	commonly	ADV
easat-3884	58	16	observed	observe	VERB
easat-3884	58	17	during	during	ADP
easat-3884	58	18	deep	deep	ADJ
easat-3884	58	19	sleep	sleep	NOUN
easat-3884	58	20	,	,	PUNCT
easat-3884	58	21	dreamless	dreamless	NOUN
easat-3884	58	22	sleep	sleep	NOUN
easat-3884	58	23	(	(	PUNCT
easat-3884	58	24	non	non	X
easat-3884	58	25	rem	rem	NOUN
easat-3884	58	26	)	)	PUNCT
easat-3884	58	27	,	,	PUNCT
easat-3884	58	28	or	or	CCONJ
easat-3884	58	29	unconscious	unconscious	ADJ
easat-3884	58	30	states	state	NOUN
easat-3884	58	31	.	.	PUNCT
easat-3884	59	1	theta	theta	NOUN
easat-3884	59	2	4	4	NUM
easat-3884	59	3	8hz	8hz	NOUN
easat-3884	59	4	appears	appear	VERB
easat-3884	59	5	when	when	SCONJ
easat-3884	59	6	a	a	DET
easat-3884	59	7	person	person	NOUN
easat-3884	59	8	is	be	AUX
easat-3884	59	9	drowsy	drowsy	NOUN
easat-3884	59	10	,	,	PUNCT
easat-3884	59	11	relaxed	relaxed	ADJ
easat-3884	59	12	,	,	PUNCT
easat-3884	59	13	or	or	CCONJ
easat-3884	59	14	engaged	engage	VERB
easat-3884	59	15	in	in	ADP
easat-3884	59	16	tasks	task	NOUN
easat-3884	59	17	involving	involve	VERB
easat-3884	59	18	imagination	imagination	NOUN
easat-3884	59	19	,	,	PUNCT
easat-3884	59	20	creativity	creativity	NOUN
easat-3884	59	21	,	,	PUNCT
easat-3884	59	22	and	and	CCONJ
easat-3884	59	23	memory	memory	NOUN
easat-3884	59	24	recall	recall	NOUN
easat-3884	59	25	.	.	PUNCT
easat-3884	60	1	alpha	alpha	NOUN
easat-3884	60	2	8	8	NUM
easat-3884	60	3	12hz	12hz	NOUN
easat-3884	60	4	appears	appear	VERB
easat-3884	60	5	during	during	ADP
easat-3884	60	6	relaxation	relaxation	NOUN
easat-3884	60	7	and	and	CCONJ
easat-3884	60	8	with	with	ADP
easat-3884	60	9	closed	closed	ADJ
easat-3884	60	10	eyes	eye	NOUN
easat-3884	60	11	.	.	PUNCT
easat-3884	61	1	alpha	alpha	NOUN
easat-3884	61	2	waves	wave	NOUN
easat-3884	61	3	diminish	diminish	VERB
easat-3884	61	4	when	when	SCONJ
easat-3884	61	5	a	a	DET
easat-3884	61	6	person	person	NOUN
easat-3884	61	7	is	be	AUX
easat-3884	61	8	alert	alert	ADJ
easat-3884	61	9	or	or	CCONJ
easat-3884	61	10	begins	begin	VERB
easat-3884	61	11	engaging	engage	VERB
easat-3884	61	12	in	in	ADP
easat-3884	61	13	cognitive	cognitive	ADJ
easat-3884	61	14	activities	activity	NOUN
easat-3884	61	15	.	.	PUNCT
easat-3884	62	1	mu	mu	NOUN
easat-3884	62	2	8	8	NUM
easat-3884	62	3	12hz	12hz	NOUN
easat-3884	62	4	mu	mu	NOUN
easat-3884	62	5	waves	wave	NOUN
easat-3884	62	6	,	,	PUNCT
easat-3884	62	7	with	with	ADP
easat-3884	62	8	a	a	DET
easat-3884	62	9	frequency	frequency	NOUN
easat-3884	62	10	band	band	NOUN
easat-3884	62	11	similar	similar	ADJ
easat-3884	62	12	to	to	ADP
easat-3884	62	13	alpha	alpha	NOUN
easat-3884	62	14	waves	wave	NOUN
easat-3884	62	15	,	,	PUNCT
easat-3884	62	16	primarily	primarily	ADV
easat-3884	62	17	appear	appear	VERB
easat-3884	62	18	in	in	ADP
easat-3884	62	19	the	the	DET
easat-3884	62	20	motor	motor	NOUN
easat-3884	62	21	cortex	cortex	NOUN
easat-3884	62	22	region	region	NOUN
easat-3884	62	23	.	.	PUNCT
easat-3884	63	1	these	these	DET
easat-3884	63	2	waves	wave	NOUN
easat-3884	63	3	decrease	decrease	VERB
easat-3884	63	4	when	when	SCONJ
easat-3884	63	5	a	a	DET
easat-3884	63	6	person	person	NOUN
easat-3884	63	7	performs	perform	VERB
easat-3884	63	8	,	,	PUNCT
easat-3884	63	9	observes	observe	VERB
easat-3884	63	10	,	,	PUNCT
easat-3884	63	11	or	or	CCONJ
easat-3884	63	12	imagines	imagine	VERB
easat-3884	63	13	movements	movement	NOUN
easat-3884	63	14	.	.	PUNCT
easat-3884	64	1	beta	beta	NOUN
easat-3884	64	2	12	12	NUM
easat-3884	64	3	30hz	30hz	ADJ
easat-3884	64	4	commonly	commonly	ADV
easat-3884	64	5	appear	appear	VERB
easat-3884	64	6	when	when	SCONJ
easat-3884	64	7	a	a	DET
easat-3884	64	8	person	person	NOUN
easat-3884	64	9	is	be	AUX
easat-3884	64	10	awake	awake	ADJ
easat-3884	64	11	.	.	PUNCT
easat-3884	65	1	associated	associate	VERB
easat-3884	65	2	with	with	ADP
easat-3884	65	3	cognitive	cognitive	ADJ
easat-3884	65	4	activities	activity	NOUN
easat-3884	65	5	,	,	PUNCT
easat-3884	65	6	focus	focus	VERB
easat-3884	65	7	,	,	PUNCT
easat-3884	65	8	and	and	CCONJ
easat-3884	65	9	influenced	influence	VERB
easat-3884	65	10	by	by	ADP
easat-3884	65	11	body	body	NOUN
easat-3884	65	12	movements	movement	NOUN
easat-3884	65	13	.	.	PUNCT
easat-3884	66	1	gamma	gamma	NOUN
easat-3884	66	2	>	>	X
easat-3884	66	3	30hz	30hz	ADJ
easat-3884	66	4	highest	high	ADJ
easat-3884	66	5	frequency	frequency	NOUN
easat-3884	66	6	,	,	PUNCT
easat-3884	66	7	appearing	appear	VERB
easat-3884	66	8	during	during	ADP
easat-3884	66	9	sensory	sensory	ADJ
easat-3884	66	10	processing	processing	NOUN
easat-3884	66	11	,	,	PUNCT
easat-3884	66	12	highlevel	highlevel	ADJ
easat-3884	66	13	cognitive	cognitive	ADJ
easat-3884	66	14	functions	function	NOUN
easat-3884	66	15	,	,	PUNCT
easat-3884	66	16	or	or	CCONJ
easat-3884	66	17	specific	specific	ADJ
easat-3884	66	18	movements	movement	NOUN
easat-3884	66	19	.	.	PUNCT
easat-3884	67	1	there	there	PRON
easat-3884	67	2	are	be	VERB
easat-3884	67	3	several	several	ADJ
easat-3884	67	4	limitations	limitation	NOUN
easat-3884	67	5	in	in	ADP
easat-3884	67	6	collecting	collecting	NOUN
easat-3884	67	7	,	,	PUNCT
easat-3884	67	8	preprocessing	preprocessing	NOUN
easat-3884	67	9	,	,	PUNCT
easat-3884	67	10	and	and	CCONJ
easat-3884	67	11	classifying	classify	VERB
easat-3884	67	12	eeg	eeg	NOUN
easat-3884	67	13	signals	signal	NOUN
easat-3884	67	14	that	that	PRON
easat-3884	67	15	can	can	AUX
easat-3884	67	16	affect	affect	VERB
easat-3884	67	17	the	the	DET
easat-3884	67	18	final	final	ADJ
easat-3884	67	19	system	system	NOUN
easat-3884	67	20	outcomes	outcome	NOUN
easat-3884	67	21	:	:	PUNCT
easat-3884	67	22	variability	variability	NOUN
easat-3884	67	23	in	in	ADP
easat-3884	67	24	brain	brain	NOUN
easat-3884	67	25	states	state	NOUN
easat-3884	67	26	:	:	PUNCT
easat-3884	67	27	brain	brain	NOUN
easat-3884	67	28	states	state	NOUN
easat-3884	67	29	are	be	AUX
easat-3884	67	30	continuously	continuously	ADV
easat-3884	67	31	changing	change	VERB
easat-3884	67	32	,	,	PUNCT
easat-3884	67	33	resulting	result	VERB
easat-3884	67	34	in	in	ADP
easat-3884	67	35	non	non	ADJ
easat-3884	67	36	-	-	ADJ
easat-3884	67	37	stationary	stationary	ADJ
easat-3884	67	38	eeg	eeg	NOUN
easat-3884	67	39	signals	signal	NOUN
easat-3884	67	40	that	that	PRON
easat-3884	67	41	can	can	AUX
easat-3884	67	42	vary	vary	VERB
easat-3884	67	43	across	across	ADP
easat-3884	67	44	sessions	session	NOUN
easat-3884	67	45	and	and	CCONJ
easat-3884	67	46	individuals	individual	NOUN
easat-3884	67	47	.	.	PUNCT
easat-3884	68	1	limited	limited	ADJ
easat-3884	68	2	depth	depth	NOUN
easat-3884	68	3	of	of	ADP
easat-3884	68	4	signal	signal	ADJ
easat-3884	68	5	capture	capture	NOUN
easat-3884	68	6	:	:	PUNCT
easat-3884	68	7	non	non	ADJ
easat-3884	68	8	-	-	ADJ
easat-3884	68	9	invasive	invasive	ADJ
easat-3884	68	10	eeg	eeg	NOUN
easat-3884	68	11	systems	system	NOUN
easat-3884	68	12	primarily	primarily	ADV
easat-3884	68	13	capture	capture	VERB
easat-3884	68	14	signals	signal	NOUN
easat-3884	68	15	from	from	ADP
easat-3884	68	16	neurons	neuron	NOUN
easat-3884	68	17	near	near	ADP
easat-3884	68	18	the	the	DET
easat-3884	68	19	cortex	cortex	NOUN
easat-3884	68	20	,	,	PUNCT
easat-3884	68	21	making	make	VERB
easat-3884	68	22	it	it	PRON
easat-3884	68	23	challenging	challenging	ADJ
easat-3884	68	24	to	to	PART
easat-3884	68	25	analyze	analyze	VERB
easat-3884	68	26	deep	deep	ADJ
easat-3884	68	27	brain	brain	NOUN
easat-3884	68	28	signals	signal	NOUN
easat-3884	68	29	.	.	PUNCT
easat-3884	69	1	impact	impact	NOUN
easat-3884	69	2	of	of	ADP
easat-3884	69	3	noise	noise	NOUN
easat-3884	69	4	:	:	PUNCT
easat-3884	69	5	eeg	eeg	NOUN
easat-3884	69	6	signals	signal	NOUN
easat-3884	69	7	often	often	ADV
easat-3884	69	8	suffer	suffer	VERB
easat-3884	69	9	from	from	ADP
easat-3884	69	10	a	a	DET
easat-3884	69	11	low	low	ADJ
easat-3884	69	12	signal	signal	NOUN
easat-3884	69	13	-	-	PUNCT
easat-3884	69	14	to	to	ADP
easat-3884	69	15	-	-	PUNCT
easat-3884	69	16	noise	noise	NOUN
easat-3884	69	17	ratio	ratio	NOUN
easat-3884	69	18	,	,	PUNCT
easat-3884	69	19	significantly	significantly	ADV
easat-3884	69	20	affecting	affect	VERB
easat-3884	69	21	data	datum	NOUN
easat-3884	69	22	quality	quality	NOUN
easat-3884	69	23	.	.	PUNCT
easat-3884	70	1	recorded	record	VERB
easat-3884	70	2	potentials	potential	NOUN
easat-3884	70	3	represent	represent	VERB
easat-3884	70	4	averages	average	NOUN
easat-3884	70	5	from	from	ADP
easat-3884	70	6	groups	group	NOUN
easat-3884	70	7	of	of	ADP
easat-3884	70	8	neurons	neuron	NOUN
easat-3884	70	9	and	and	CCONJ
easat-3884	70	10	are	be	AUX
easat-3884	70	11	influenced	influence	VERB
easat-3884	70	12	by	by	ADP
easat-3884	70	13	various	various	ADJ
easat-3884	70	14	types	type	NOUN
easat-3884	70	15	of	of	ADP
easat-3884	70	16	noise	noise	NOUN
easat-3884	70	17	,	,	PUNCT
easat-3884	70	18	including	include	VERB
easat-3884	70	19	body	body	NOUN
easat-3884	70	20	movements	movement	NOUN
easat-3884	70	21	,	,	PUNCT
easat-3884	70	22	electromagnetic	electromagnetic	ADJ
easat-3884	70	23	interference	interference	NOUN
easat-3884	70	24	,	,	PUNCT
easat-3884	70	25	and	and	CCONJ
easat-3884	70	26	biological	biological	ADJ
easat-3884	70	27	noise	noise	NOUN
easat-3884	70	28	(	(	PUNCT
easat-3884	70	29	such	such	ADJ
easat-3884	70	30	as	as	ADP
easat-3884	70	31	eye	eye	NOUN
easat-3884	70	32	movements	movement	NOUN
easat-3884	70	33	)	)	PUNCT
easat-3884	70	34	.	.	PUNCT
easat-3884	71	1	2.1.3	2.1.3	X
easat-3884	71	2	.	.	PUNCT
easat-3884	71	3	motor	motor	NOUN
easat-3884	71	4	imagery	imagery	NOUN
easat-3884	71	5	motor	motor	NOUN
easat-3884	71	6	imagery	imagery	NOUN
easat-3884	71	7	(	(	PUNCT
easat-3884	71	8	mi	mi	NOUN
easat-3884	71	9	)	)	PUNCT
easat-3884	71	10	is	be	AUX
easat-3884	71	11	an	an	DET
easat-3884	71	12	active	active	ADJ
easat-3884	71	13	cognitive	cognitive	ADJ
easat-3884	71	14	process	process	NOUN
easat-3884	71	15	in	in	ADP
easat-3884	71	16	which	which	PRON
easat-3884	71	17	individuals	individual	NOUN
easat-3884	71	18	imagine	imagine	VERB
easat-3884	71	19	performing	perform	VERB
easat-3884	71	20	movements	movement	NOUN
easat-3884	71	21	of	of	ADP
easat-3884	71	22	body	body	NOUN
easat-3884	71	23	parts	part	NOUN
easat-3884	71	24	,	,	PUNCT
easat-3884	71	25	such	such	ADJ
easat-3884	71	26	as	as	ADP
easat-3884	71	27	their	their	PRON
easat-3884	71	28	eyes	eye	NOUN
easat-3884	71	29	,	,	PUNCT
easat-3884	71	30	tongue	tongue	NOUN
easat-3884	71	31	,	,	PUNCT
easat-3884	71	32	hands	hand	NOUN
easat-3884	71	33	,	,	PUNCT
easat-3884	71	34	and	and	CCONJ
easat-3884	71	35	feet	foot	NOUN
easat-3884	71	36	,	,	PUNCT
easat-3884	71	37	without	without	ADP
easat-3884	71	38	any	any	DET
easat-3884	71	39	actual	actual	ADJ
easat-3884	71	40	movement	movement	NOUN
easat-3884	71	41	.	.	PUNCT
easat-3884	72	1	previous	previous	ADJ
easat-3884	72	2	research	research	NOUN
easat-3884	72	3	has	have	AUX
easat-3884	72	4	indicated	indicate	VERB
easat-3884	72	5	that	that	SCONJ
easat-3884	72	6	the	the	DET
easat-3884	72	7	neural	neural	ADJ
easat-3884	72	8	mechanisms	mechanism	NOUN
easat-3884	72	9	involved	involve	VERB
easat-3884	72	10	in	in	ADP
easat-3884	72	11	imagining	imagine	VERB
easat-3884	72	12	movements	movement	NOUN
easat-3884	72	13	share	share	VERB
easat-3884	72	14	similarities	similarity	NOUN
easat-3884	72	15	with	with	ADP
easat-3884	72	16	those	those	PRON
easat-3884	72	17	engaged	engage	VERB
easat-3884	72	18	during	during	ADP
easat-3884	72	19	actual	actual	ADJ
easat-3884	72	20	movement	movement	NOUN
easat-3884	72	21	,	,	PUNCT
easat-3884	72	22	particularly	particularly	ADV
easat-3884	72	23	observable	observable	ADJ
easat-3884	72	24	in	in	ADP
easat-3884	72	25	the	the	DET
easat-3884	72	26	motor	motor	NOUN
easat-3884	72	27	cortex	cortex	NOUN
easat-3884	72	28	[	[	X
easat-3884	72	29	8	8	NUM
easat-3884	72	30	]	]	PUNCT
easat-3884	72	31	.	.	PUNCT
easat-3884	73	1	thus	thus	ADV
easat-3884	73	2	,	,	PUNCT
easat-3884	73	3	classifying	classify	VERB
easat-3884	73	4	mi	mi	PROPN
easat-3884	73	5	is	be	AUX
easat-3884	73	6	a	a	DET
easat-3884	73	7	critical	critical	ADJ
easat-3884	73	8	challenge	challenge	NOUN
easat-3884	73	9	that	that	PRON
easat-3884	73	10	our	our	PRON
easat-3884	73	11	bci	bci	ADJ
easat-3884	73	12	speller	speller	ADJ
easat-3884	73	13	system	system	NOUN
easat-3884	73	14	must	must	AUX
easat-3884	73	15	address	address	VERB
easat-3884	73	16	.	.	PUNCT
easat-3884	74	1	studies	study	NOUN
easat-3884	74	2	have	have	AUX
easat-3884	74	3	primarily	primarily	ADV
easat-3884	74	4	examined	examine	VERB
easat-3884	74	5	the	the	DET
easat-3884	74	6	spatial	spatial	ADJ
easat-3884	74	7	and	and	CCONJ
easat-3884	74	8	temporal	temporal	ADJ
easat-3884	74	9	characteristics	characteristic	NOUN
easat-3884	74	10	of	of	ADP
easat-3884	74	11	mu	mu	NOUN
easat-3884	74	12	(	(	PUNCT
easat-3884	74	13	8	8	NUM
easat-3884	74	14	-	-	SYM
easat-3884	74	15	12	12	NUM
easat-3884	74	16	hz	hz	NOUN
easat-3884	74	17	)	)	PUNCT
easat-3884	74	18	and	and	CCONJ
easat-3884	74	19	beta	beta	NOUN
easat-3884	74	20	(	(	PUNCT
easat-3884	74	21	12	12	NUM
easat-3884	74	22	-	-	SYM
easat-3884	74	23	30	30	NUM
easat-3884	74	24	hz	hz	NOUN
easat-3884	74	25	)	)	PUNCT
easat-3884	74	26	rhythms	rhythm	NOUN
easat-3884	74	27	during	during	ADP
easat-3884	74	28	mi	mi	NOUN
easat-3884	74	29	tasks	task	NOUN
easat-3884	74	30	.	.	PUNCT
easat-3884	75	1	research	research	NOUN
easat-3884	75	2	conducted	conduct	VERB
easat-3884	75	3	by	by	ADP
easat-3884	75	4	gert	gert	NOUN
easat-3884	75	5	pfurtscheller	pfurtscheller	NOUN
easat-3884	75	6	and	and	CCONJ
easat-3884	75	7	colleagues	colleague	NOUN
easat-3884	75	8	[	[	X
easat-3884	75	9	9	9	NUM
easat-3884	75	10	-	-	SYM
easat-3884	75	11	12	12	NUM
easat-3884	75	12	]	]	PUNCT
easat-3884	75	13	involved	involve	VERB
easat-3884	75	14	participants	participant	NOUN
easat-3884	75	15	imagining	imagine	VERB
easat-3884	75	16	movements	movement	NOUN
easat-3884	75	17	of	of	ADP
easat-3884	75	18	the	the	DET
easat-3884	75	19	left	left	ADJ
easat-3884	75	20	hand	hand	NOUN
easat-3884	75	21	,	,	PUNCT
easat-3884	75	22	right	right	ADJ
easat-3884	75	23	hand	hand	NOUN
easat-3884	75	24	,	,	PUNCT
easat-3884	75	25	feet	foot	NOUN
easat-3884	75	26	,	,	PUNCT
easat-3884	75	27	and	and	CCONJ
easat-3884	75	28	tongue	tongue	NOUN
easat-3884	75	29	in	in	ADP
easat-3884	75	30	response	response	NOUN
easat-3884	75	31	to	to	ADP
easat-3884	75	32	visual	visual	ADJ
easat-3884	75	33	stimuli	stimulus	NOUN
easat-3884	75	34	.	.	PUNCT
easat-3884	76	1	they	they	PRON
easat-3884	76	2	found	find	VERB
easat-3884	76	3	that	that	SCONJ
easat-3884	76	4	event	event	NOUN
easat-3884	76	5	-	-	PUNCT
easat-3884	76	6	related	relate	VERB
easat-3884	76	7	desynchronization	desynchronization	NOUN
easat-3884	76	8	(	(	PUNCT
easat-3884	76	9	erd	erd	NOUN
easat-3884	76	10	)	)	PUNCT
easat-3884	76	11	of	of	ADP
easat-3884	76	12	the	the	DET
easat-3884	76	13	mu	mu	NOUN
easat-3884	76	14	waveform	waveform	NOUN
easat-3884	76	15	and	and	CCONJ
easat-3884	76	16	event	event	NOUN
easat-3884	76	17	-	-	PUNCT
easat-3884	76	18	related	relate	VERB
easat-3884	76	19	synchronization	synchronization	NOUN
easat-3884	76	20	(	(	PUNCT
easat-3884	76	21	ers	er	NOUN
easat-3884	76	22	)	)	PUNCT
easat-3884	76	23	of	of	ADP
easat-3884	76	24	the	the	DET
easat-3884	76	25	beta	beta	ADJ
easat-3884	76	26	waveform	waveform	NOUN
easat-3884	76	27	occur	occur	VERB
easat-3884	76	28	briefly	briefly	ADV
easat-3884	76	29	in	in	ADP
easat-3884	76	30	the	the	DET
easat-3884	76	31	primary	primary	ADJ
easat-3884	76	32	motor	motor	NOUN
easat-3884	76	33	cortex	cortex	NOUN
easat-3884	76	34	,	,	PUNCT
easat-3884	76	35	particularly	particularly	ADV
easat-3884	76	36	around	around	ADP
easat-3884	76	37	electrodes	electrode	VERB
easat-3884	76	38	c3	c3	NOUN
easat-3884	76	39	,	,	PUNCT
easat-3884	76	40	c4	c4	NOUN
easat-3884	76	41	,	,	PUNCT
easat-3884	76	42	and	and	CCONJ
easat-3884	76	43	cz	cz	NOUN
easat-3884	76	44	,	,	PUNCT
easat-3884	76	45	and	and	CCONJ
easat-3884	76	46	are	be	AUX
easat-3884	76	47	observed	observe	VERB
easat-3884	76	48	in	in	ADP
easat-3884	76	49	most	most	ADJ
easat-3884	76	50	subjects	subject	NOUN
easat-3884	76	51	[	[	X
easat-3884	76	52	12	12	NUM
easat-3884	76	53	]	]	PUNCT
easat-3884	76	54	(	(	PUNCT
easat-3884	76	55	figure	figure	NOUN
easat-3884	76	56	3	3	NUM
easat-3884	76	57	)	)	PUNCT
easat-3884	76	58	.	.	PUNCT
easat-3884	77	1	these	these	DET
easat-3884	77	2	patterns	pattern	NOUN
easat-3884	77	3	resemble	resemble	VERB
easat-3884	77	4	the	the	DET
easat-3884	77	5	processes	process	NOUN
easat-3884	77	6	involved	involve	VERB
easat-3884	77	7	in	in	ADP
easat-3884	77	8	preparing	prepare	VERB
easat-3884	77	9	for	for	ADP
easat-3884	77	10	movement	movement	NOUN
easat-3884	77	11	.	.	PUNCT
easat-3884	78	1	8877	8877	NUM
easat-3884	78	2	edelweiss	edelweiss	PROPN
easat-3884	78	3	applied	apply	VERB
easat-3884	78	4	science	science	NOUN
easat-3884	78	5	and	and	CCONJ
easat-3884	78	6	technology	technology	NOUN
easat-3884	78	7	issn	issn	PROPN
easat-3884	78	8	:	:	PUNCT
easat-3884	78	9	2576	2576	NUM
easat-3884	78	10	-	-	SYM
easat-3884	78	11	8484	8484	NUM
easat-3884	78	12	vol	vol	NOUN
easat-3884	78	13	.	.	PROPN
easat-3884	78	14	8	8	NUM
easat-3884	78	15	,	,	PUNCT
easat-3884	78	16	no	no	INTJ
easat-3884	78	17	.	.	NOUN
easat-3884	79	1	6	6	NUM
easat-3884	79	2	:	:	SYM
easat-3884	79	3	8873	8873	NUM
easat-3884	79	4	-	-	SYM
easat-3884	79	5	8891	8891	NUM
easat-3884	79	6	,	,	PUNCT
easat-3884	79	7	2024	2024	NUM
easat-3884	79	8	doi	doi	NOUN
easat-3884	79	9	:	:	PUNCT
easat-3884	79	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	79	11	©	©	PROPN
easat-3884	79	12	2024	2024	NUM
easat-3884	79	13	by	by	ADP
easat-3884	79	14	the	the	DET
easat-3884	79	15	authors	author	NOUN
easat-3884	79	16	;	;	PUNCT
easat-3884	79	17	licensee	licensee	PROPN
easat-3884	79	18	learning	learn	VERB
easat-3884	79	19	gate	gate	PROPN
easat-3884	79	20	figure	figure	NOUN
easat-3884	79	21	3	3	NUM
easat-3884	79	22	:	:	PUNCT
easat-3884	79	23	erd	erd	PROPN
easat-3884	79	24	&	&	CCONJ
easat-3884	79	25	ers	er	NOUN
easat-3884	79	26	of	of	ADP
easat-3884	79	27	mu	mu	PROPN
easat-3884	79	28	&	&	CCONJ
easat-3884	79	29	beta	beta	PROPN
easat-3884	79	30	waveform	waveform	NOUN
easat-3884	79	31	at	at	ADP
easat-3884	79	32	c3	c3	PROPN
easat-3884	79	33	&	&	CCONJ
easat-3884	79	34	c4	c4	PROPN
easat-3884	79	35	electrode	electrode	NOUN
easat-3884	79	36	[	[	X
easat-3884	79	37	10	10	NUM
easat-3884	79	38	]	]	PUNCT
easat-3884	79	39	.	.	PUNCT
easat-3884	80	1	2.1.4	2.1.4	NUM
easat-3884	80	2	.	.	PUNCT
easat-3884	80	3	eeg	eeg	PROPN
easat-3884	80	4	-	-	PUNCT
easat-3884	80	5	atcnet	atcnet	PROPN
easat-3884	80	6	as	as	ADP
easat-3884	80	7	of	of	ADP
easat-3884	80	8	the	the	DET
easat-3884	80	9	time	time	NOUN
easat-3884	80	10	we	we	PRON
easat-3884	80	11	conducted	conduct	VERB
easat-3884	80	12	this	this	DET
easat-3884	80	13	research	research	NOUN
easat-3884	80	14	,	,	PUNCT
easat-3884	80	15	eeg	eeg	NOUN
easat-3884	80	16	-	-	ADJ
easat-3884	80	17	atcnet	atcnet	NOUN
easat-3884	80	18	[	[	X
easat-3884	80	19	13	13	NUM
easat-3884	80	20	]	]	PUNCT
easat-3884	80	21	was	be	AUX
easat-3884	80	22	one	one	NUM
easat-3884	80	23	of	of	ADP
easat-3884	80	24	the	the	DET
easat-3884	80	25	models	model	NOUN
easat-3884	80	26	that	that	PRON
easat-3884	80	27	achieved	achieve	VERB
easat-3884	80	28	the	the	DET
easat-3884	80	29	highest	high	ADJ
easat-3884	80	30	accuracy	accuracy	NOUN
easat-3884	80	31	on	on	ADP
easat-3884	80	32	the	the	DET
easat-3884	80	33	bci	bci	PROPN
easat-3884	80	34	competition	competition	NOUN
easat-3884	80	35	iv-2a	iv-2a	NOUN
easat-3884	80	36	dataset	dataset	VERB
easat-3884	80	37	[	[	X
easat-3884	80	38	14	14	NUM
easat-3884	80	39	]	]	PUNCT
easat-3884	80	40	compared	compare	VERB
easat-3884	80	41	to	to	ADP
easat-3884	80	42	other	other	ADJ
easat-3884	80	43	state	state	NOUN
easat-3884	80	44	-	-	PUNCT
easat-3884	80	45	of	of	ADP
easat-3884	80	46	-	-	PUNCT
easat-3884	80	47	the	the	DET
easat-3884	80	48	-	-	PUNCT
easat-3884	80	49	art	art	NOUN
easat-3884	80	50	deep	deep	ADJ
easat-3884	80	51	learning	learning	NOUN
easat-3884	80	52	techniques	technique	NOUN
easat-3884	80	53	for	for	ADP
easat-3884	80	54	processing	process	VERB
easat-3884	80	55	eeg	eeg	NOUN
easat-3884	80	56	signals	signal	NOUN
easat-3884	80	57	.	.	PUNCT
easat-3884	81	1	the	the	DET
easat-3884	81	2	architecture	architecture	NOUN
easat-3884	81	3	of	of	ADP
easat-3884	81	4	atcnet	atcnet	PROPN
easat-3884	81	5	consists	consist	VERB
easat-3884	81	6	of	of	ADP
easat-3884	81	7	three	three	NUM
easat-3884	81	8	main	main	ADJ
easat-3884	81	9	blocks	block	NOUN
easat-3884	81	10	(	(	PUNCT
easat-3884	81	11	see	see	VERB
easat-3884	81	12	figure	figure	NOUN
easat-3884	81	13	4	4	NUM
easat-3884	81	14	):	):	PUNCT
easat-3884	81	15	convolutional	convolutional	ADJ
easat-3884	81	16	(	(	PUNCT
easat-3884	81	17	cv	cv	NOUN
easat-3884	81	18	)	)	PUNCT
easat-3884	81	19	,	,	PUNCT
easat-3884	81	20	multi	multi	ADJ
easat-3884	81	21	-	-	ADJ
easat-3884	81	22	head	head	ADJ
easat-3884	81	23	self	self	NOUN
easat-3884	81	24	attention	attention	NOUN
easat-3884	81	25	(	(	PUNCT
easat-3884	81	26	at	at	ADP
easat-3884	81	27	)	)	PUNCT
easat-3884	81	28	,	,	PUNCT
easat-3884	81	29	and	and	CCONJ
easat-3884	81	30	temporal	temporal	ADJ
easat-3884	81	31	convolutional	convolutional	ADJ
easat-3884	81	32	(	(	PUNCT
easat-3884	81	33	tc	tc	NOUN
easat-3884	81	34	)	)	PUNCT
easat-3884	81	35	.	.	PUNCT
easat-3884	82	1	the	the	DET
easat-3884	82	2	cv	cv	PROPN
easat-3884	82	3	block	block	NOUN
easat-3884	82	4	encodes	encode	VERB
easat-3884	82	5	low	low	ADJ
easat-3884	82	6	-	-	PUNCT
easat-3884	82	7	level	level	NOUN
easat-3884	82	8	spatio	spatio	NOUN
easat-3884	82	9	-	-	PUNCT
easat-3884	82	10	temporal	temporal	ADJ
easat-3884	82	11	signals	signal	NOUN
easat-3884	82	12	from	from	ADP
easat-3884	82	13	mi	mi	ADJ
easat-3884	82	14	-	-	ADJ
easat-3884	82	15	eeg	eeg	NOUN
easat-3884	82	16	data	datum	NOUN
easat-3884	82	17	through	through	ADP
easat-3884	82	18	three	three	NUM
easat-3884	82	19	convolutional	convolutional	ADJ
easat-3884	82	20	layers	layer	NOUN
easat-3884	82	21	:	:	PUNCT
easat-3884	82	22	temporal	temporal	ADJ
easat-3884	82	23	,	,	PUNCT
easat-3884	82	24	channel	channel	NOUN
easat-3884	82	25	depth	depth	NOUN
easat-3884	82	26	-	-	PUNCT
easat-3884	82	27	wise	wise	ADJ
easat-3884	82	28	,	,	PUNCT
easat-3884	82	29	and	and	CCONJ
easat-3884	82	30	spatial	spatial	ADJ
easat-3884	82	31	.	.	PUNCT
easat-3884	83	1	the	the	DET
easat-3884	83	2	output	output	NOUN
easat-3884	83	3	from	from	ADP
easat-3884	83	4	the	the	DET
easat-3884	83	5	cv	cv	PROPN
easat-3884	83	6	block	block	NOUN
easat-3884	83	7	is	be	AUX
easat-3884	83	8	a	a	DET
easat-3884	83	9	high	high	ADJ
easat-3884	83	10	-	-	PUNCT
easat-3884	83	11	level	level	NOUN
easat-3884	83	12	time	time	NOUN
easat-3884	83	13	sequence	sequence	NOUN
easat-3884	83	14	,	,	PUNCT
easat-3884	83	15	which	which	PRON
easat-3884	83	16	is	be	AUX
easat-3884	83	17	then	then	ADV
easat-3884	83	18	segmented	segment	VERB
easat-3884	83	19	into	into	ADP
easat-3884	83	20	multiple	multiple	ADJ
easat-3884	83	21	windows	window	NOUN
easat-3884	83	22	using	use	VERB
easat-3884	83	23	a	a	DET
easat-3884	83	24	sliding	slide	VERB
easat-3884	83	25	window	window	NOUN
easat-3884	83	26	approach	approach	NOUN
easat-3884	83	27	and	and	CCONJ
easat-3884	83	28	fed	feed	VERB
easat-3884	83	29	into	into	ADP
easat-3884	83	30	separate	separate	ADJ
easat-3884	83	31	at	at	ADP
easat-3884	83	32	and	and	CCONJ
easat-3884	83	33	tc	tc	VERB
easat-3884	83	34	blocks	block	NOUN
easat-3884	83	35	to	to	PART
easat-3884	83	36	enhance	enhance	VERB
easat-3884	83	37	data	data	NOUN
easat-3884	83	38	efficiency	efficiency	NOUN
easat-3884	83	39	and	and	CCONJ
easat-3884	83	40	improve	improve	VERB
easat-3884	83	41	accuracy	accuracy	NOUN
easat-3884	83	42	.	.	PUNCT
easat-3884	84	1	the	the	DET
easat-3884	84	2	at	at	ADP
easat-3884	84	3	blocks	block	NOUN
easat-3884	84	4	emphasize	emphasize	VERB
easat-3884	84	5	the	the	DET
easat-3884	84	6	most	most	ADV
easat-3884	84	7	relevant	relevant	ADJ
easat-3884	84	8	information	information	NOUN
easat-3884	84	9	in	in	ADP
easat-3884	84	10	the	the	DET
easat-3884	84	11	time	time	NOUN
easat-3884	84	12	sequence	sequence	NOUN
easat-3884	84	13	by	by	ADP
easat-3884	84	14	utilizing	utilize	VERB
easat-3884	84	15	multi	multi	ADJ
easat-3884	84	16	-	-	ADJ
easat-3884	84	17	head	head	ADJ
easat-3884	84	18	self	self	NOUN
easat-3884	84	19	-	-	PUNCT
easat-3884	84	20	attention	attention	NOUN
easat-3884	84	21	(	(	PUNCT
easat-3884	84	22	msa	msa	PROPN
easat-3884	84	23	)	)	PUNCT
easat-3884	84	24	.	.	PUNCT
easat-3884	85	1	finally	finally	ADV
easat-3884	85	2	,	,	PUNCT
easat-3884	85	3	the	the	DET
easat-3884	85	4	tc	tc	NOUN
easat-3884	85	5	blocks	block	NOUN
easat-3884	85	6	extract	extract	VERB
easat-3884	85	7	high	high	ADJ
easat-3884	85	8	-	-	PUNCT
easat-3884	85	9	level	level	NOUN
easat-3884	85	10	temporal	temporal	ADJ
easat-3884	85	11	features	feature	NOUN
easat-3884	85	12	from	from	ADP
easat-3884	85	13	the	the	DET
easat-3884	85	14	time	time	NOUN
easat-3884	85	15	sequence	sequence	NOUN
easat-3884	85	16	using	use	VERB
easat-3884	85	17	the	the	DET
easat-3884	85	18	tcnet	tcnet	NOUN
easat-3884	85	19	architecture	architecture	NOUN
easat-3884	85	20	described	describe	VERB
easat-3884	85	21	in	in	ADP
easat-3884	85	22	[	[	X
easat-3884	85	23	15	15	NUM
easat-3884	85	24	]	]	PUNCT
easat-3884	85	25	,	,	PUNCT
easat-3884	85	26	and	and	CCONJ
easat-3884	85	27	these	these	DET
easat-3884	85	28	features	feature	NOUN
easat-3884	85	29	are	be	AUX
easat-3884	85	30	passed	pass	VERB
easat-3884	85	31	to	to	ADP
easat-3884	85	32	a	a	DET
easat-3884	85	33	fully	fully	ADV
easat-3884	85	34	connected	connect	VERB
easat-3884	85	35	(	(	PUNCT
easat-3884	85	36	fc	fc	INTJ
easat-3884	85	37	)	)	PUNCT
easat-3884	85	38	layer	layer	NOUN
easat-3884	85	39	with	with	ADP
easat-3884	85	40	a	a	DET
easat-3884	85	41	softmax	softmax	ADJ
easat-3884	85	42	classification	classification	NOUN
easat-3884	85	43	function	function	NOUN
easat-3884	85	44	.	.	PUNCT
easat-3884	86	1	figure	figure	VERB
easat-3884	86	2	4	4	NUM
easat-3884	86	3	:	:	PUNCT
easat-3884	86	4	overview	overview	NOUN
easat-3884	86	5	of	of	ADP
easat-3884	86	6	eeg	eeg	NOUN
easat-3884	86	7	-	-	ADJ
easat-3884	86	8	atcnet	atcnet	ADJ
easat-3884	86	9	architecture	architecture	NOUN
easat-3884	86	10	2.1.5	2.1.5	NUM
easat-3884	86	11	.	.	PUNCT
easat-3884	87	1	common	common	ADJ
easat-3884	87	2	spatial	spatial	ADJ
easat-3884	87	3	pattern	pattern	NOUN
easat-3884	87	4	common	common	ADJ
easat-3884	87	5	spatial	spatial	ADJ
easat-3884	87	6	pattern	pattern	NOUN
easat-3884	87	7	(	(	PUNCT
easat-3884	87	8	csp	csp	PROPN
easat-3884	87	9	)	)	PUNCT
easat-3884	88	1	[	[	X
easat-3884	88	2	16	16	NUM
easat-3884	88	3	]	]	PUNCT
easat-3884	88	4	is	be	AUX
easat-3884	88	5	one	one	NUM
easat-3884	88	6	of	of	ADP
easat-3884	88	7	the	the	DET
easat-3884	88	8	most	most	ADV
easat-3884	88	9	widely	widely	ADV
easat-3884	88	10	used	use	VERB
easat-3884	88	11	techniques	technique	NOUN
easat-3884	88	12	in	in	ADP
easat-3884	88	13	biomedical	biomedical	ADJ
easat-3884	88	14	signal	signal	NOUN
easat-3884	88	15	processing	processing	NOUN
easat-3884	88	16	,	,	PUNCT
easat-3884	88	17	particularly	particularly	ADV
easat-3884	88	18	in	in	ADP
easat-3884	88	19	healthcare	healthcare	NOUN
easat-3884	88	20	applications	application	NOUN
easat-3884	88	21	.	.	PUNCT
easat-3884	89	1	it	it	PRON
easat-3884	89	2	functions	function	VERB
easat-3884	89	3	as	as	ADP
easat-3884	89	4	a	a	DET
easat-3884	89	5	spatial	spatial	ADJ
easat-3884	89	6	filtering	filtering	NOUN
easat-3884	89	7	method	method	NOUN
easat-3884	89	8	designed	design	VERB
easat-3884	89	9	to	to	PART
easat-3884	89	10	extract	extract	VERB
easat-3884	89	11	features	feature	NOUN
easat-3884	89	12	from	from	ADP
easat-3884	89	13	multi	multi	ADJ
easat-3884	89	14	-	-	ADJ
easat-3884	89	15	channel	channel	ADJ
easat-3884	89	16	biomedical	biomedical	ADJ
easat-3884	89	17	signals	signal	NOUN
easat-3884	89	18	,	,	PUNCT
easat-3884	89	19	specifically	specifically	ADV
easat-3884	89	20	eeg	eeg	NOUN
easat-3884	89	21	signals	signal	NOUN
easat-3884	89	22	.	.	PUNCT
easat-3884	90	1	8878	8878	NUM
easat-3884	90	2	edelweiss	edelweiss	PROPN
easat-3884	90	3	applied	apply	VERB
easat-3884	90	4	science	science	NOUN
easat-3884	90	5	and	and	CCONJ
easat-3884	90	6	technology	technology	NOUN
easat-3884	90	7	issn	issn	PROPN
easat-3884	90	8	:	:	PUNCT
easat-3884	90	9	2576	2576	NUM
easat-3884	90	10	-	-	SYM
easat-3884	90	11	8484	8484	NUM
easat-3884	90	12	vol	vol	NOUN
easat-3884	90	13	.	.	PROPN
easat-3884	90	14	8	8	NUM
easat-3884	90	15	,	,	PUNCT
easat-3884	90	16	no	no	INTJ
easat-3884	90	17	.	.	NOUN
easat-3884	91	1	6	6	NUM
easat-3884	91	2	:	:	SYM
easat-3884	91	3	8873	8873	NUM
easat-3884	91	4	-	-	SYM
easat-3884	91	5	8891	8891	NUM
easat-3884	91	6	,	,	PUNCT
easat-3884	91	7	2024	2024	NUM
easat-3884	91	8	doi	doi	NOUN
easat-3884	91	9	:	:	PUNCT
easat-3884	91	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	91	11	©	©	PROPN
easat-3884	91	12	2024	2024	NUM
easat-3884	91	13	by	by	ADP
easat-3884	91	14	the	the	DET
easat-3884	91	15	authors	author	NOUN
easat-3884	91	16	;	;	PUNCT
easat-3884	91	17	licensee	licensee	PROPN
easat-3884	91	18	learning	learning	PROPN
easat-3884	91	19	gate	gate	PROPN
easat-3884	91	20	csp	csp	PROPN
easat-3884	91	21	is	be	AUX
easat-3884	91	22	grounded	ground	VERB
easat-3884	91	23	in	in	ADP
easat-3884	91	24	linear	linear	ADJ
easat-3884	91	25	algebra	algebra	NOUN
easat-3884	91	26	and	and	CCONJ
easat-3884	91	27	multivariate	multivariate	VERB
easat-3884	91	28	statistical	statistical	ADJ
easat-3884	91	29	methods	method	NOUN
easat-3884	91	30	.	.	PUNCT
easat-3884	92	1	it	it	PRON
easat-3884	92	2	transforms	transform	VERB
easat-3884	92	3	eeg	eeg	NOUN
easat-3884	92	4	data	datum	NOUN
easat-3884	92	5	from	from	ADP
easat-3884	92	6	the	the	DET
easat-3884	92	7	time	time	NOUN
easat-3884	92	8	domain	domain	NOUN
easat-3884	92	9	to	to	ADP
easat-3884	92	10	the	the	DET
easat-3884	92	11	spatial	spatial	ADJ
easat-3884	92	12	domain	domain	NOUN
easat-3884	92	13	using	use	VERB
easat-3884	92	14	a	a	DET
easat-3884	92	15	spatial	spatial	ADJ
easat-3884	92	16	filter	filter	NOUN
easat-3884	92	17	.	.	PUNCT
easat-3884	93	1	this	this	DET
easat-3884	93	2	filter	filter	NOUN
easat-3884	93	3	enhances	enhance	VERB
easat-3884	93	4	the	the	DET
easat-3884	93	5	signal	signal	ADJ
easat-3884	93	6	variance	variance	NOUN
easat-3884	93	7	of	of	ADP
easat-3884	93	8	one	one	NUM
easat-3884	93	9	class	class	NOUN
easat-3884	93	10	of	of	ADP
easat-3884	93	11	signals	signal	NOUN
easat-3884	93	12	while	while	SCONJ
easat-3884	93	13	simultaneously	simultaneously	ADV
easat-3884	93	14	reducing	reduce	VERB
easat-3884	93	15	it	it	PRON
easat-3884	93	16	for	for	ADP
easat-3884	93	17	another	another	PRON
easat-3884	93	18	,	,	PUNCT
easat-3884	93	19	generating	generate	VERB
easat-3884	93	20	new	new	ADJ
easat-3884	93	21	features	feature	NOUN
easat-3884	93	22	or	or	CCONJ
easat-3884	93	23	components	component	NOUN
easat-3884	93	24	that	that	PRON
easat-3884	93	25	are	be	AUX
easat-3884	93	26	linear	linear	ADJ
easat-3884	93	27	combinations	combination	NOUN
easat-3884	93	28	of	of	ADP
easat-3884	93	29	the	the	DET
easat-3884	93	30	original	original	ADJ
easat-3884	93	31	channels	channel	NOUN
easat-3884	93	32	.	.	PUNCT
easat-3884	94	1	in	in	ADP
easat-3884	94	2	a	a	DET
easat-3884	94	3	typical	typical	ADJ
easat-3884	94	4	csp	csp	PROPN
easat-3884	94	5	analysis	analysis	NOUN
easat-3884	94	6	,	,	PUNCT
easat-3884	94	7	eeg	eeg	PROPN
easat-3884	94	8	data	datum	NOUN
easat-3884	94	9	are	be	AUX
easat-3884	94	10	divided	divide	VERB
easat-3884	94	11	into	into	ADP
easat-3884	94	12	two	two	NUM
easat-3884	94	13	classes	class	NOUN
easat-3884	94	14	corresponding	correspond	VERB
easat-3884	94	15	to	to	ADP
easat-3884	94	16	different	different	ADJ
easat-3884	94	17	cognitive	cognitive	ADJ
easat-3884	94	18	states	state	NOUN
easat-3884	94	19	(	(	PUNCT
easat-3884	94	20	e.g.	e.g.	ADV
easat-3884	94	21	,	,	PUNCT
easat-3884	94	22	imagining	imagine	VERB
easat-3884	94	23	the	the	DET
easat-3884	94	24	movement	movement	NOUN
easat-3884	94	25	of	of	ADP
easat-3884	94	26	a	a	DET
easat-3884	94	27	hand	hand	NOUN
easat-3884	94	28	or	or	CCONJ
easat-3884	94	29	leg	leg	NOUN
easat-3884	94	30	)	)	PUNCT
easat-3884	94	31	.	.	PUNCT
easat-3884	95	1	csp	csp	PROPN
easat-3884	95	2	identifies	identify	VERB
easat-3884	95	3	spatial	spatial	ADJ
easat-3884	95	4	weights	weight	NOUN
easat-3884	95	5	that	that	PRON
easat-3884	95	6	best	well	ADV
easat-3884	95	7	separate	separate	VERB
easat-3884	95	8	these	these	DET
easat-3884	95	9	two	two	NUM
easat-3884	95	10	classes	class	NOUN
easat-3884	95	11	based	base	VERB
easat-3884	95	12	on	on	ADP
easat-3884	95	13	their	their	PRON
easat-3884	95	14	covariance	covariance	NOUN
easat-3884	95	15	matrices	matrix	NOUN
easat-3884	95	16	.	.	PUNCT
easat-3884	96	1	the	the	DET
easat-3884	96	2	spatial	spatial	ADJ
easat-3884	96	3	filter	filter	NOUN
easat-3884	96	4	in	in	ADP
easat-3884	96	5	csp	csp	PROPN
easat-3884	96	6	is	be	AUX
easat-3884	96	7	typically	typically	ADV
easat-3884	96	8	derived	derive	VERB
easat-3884	96	9	by	by	ADP
easat-3884	96	10	solving	solve	VERB
easat-3884	96	11	a	a	DET
easat-3884	96	12	generalized	generalize	VERB
easat-3884	96	13	eigenvalue	eigenvalue	NOUN
easat-3884	96	14	problem	problem	NOUN
easat-3884	96	15	,	,	PUNCT
easat-3884	96	16	which	which	PRON
easat-3884	96	17	involves	involve	VERB
easat-3884	96	18	identifying	identify	VERB
easat-3884	96	19	the	the	DET
easat-3884	96	20	eigenvectors	eigenvector	NOUN
easat-3884	96	21	of	of	ADP
easat-3884	96	22	a	a	DET
easat-3884	96	23	matrix	matrix	NOUN
easat-3884	96	24	that	that	PRON
easat-3884	96	25	most	most	ADV
easat-3884	96	26	effectively	effectively	ADV
easat-3884	96	27	distinguishes	distinguish	VERB
easat-3884	96	28	between	between	ADP
easat-3884	96	29	the	the	DET
easat-3884	96	30	two	two	NUM
easat-3884	96	31	eeg	eeg	PROPN
easat-3884	96	32	data	datum	NOUN
easat-3884	96	33	classes	class	NOUN
easat-3884	96	34	.	.	PUNCT
easat-3884	97	1	this	this	DET
easat-3884	97	2	process	process	NOUN
easat-3884	97	3	includes	include	VERB
easat-3884	97	4	calculating	calculate	VERB
easat-3884	97	5	the	the	DET
easat-3884	97	6	eigenvectors	eigenvector	NOUN
easat-3884	97	7	of	of	ADP
easat-3884	97	8	the	the	DET
easat-3884	97	9	composite	composite	ADJ
easat-3884	97	10	covariance	covariance	NOUN
easat-3884	97	11	matrices	matrix	NOUN
easat-3884	97	12	of	of	ADP
easat-3884	97	13	both	both	DET
easat-3884	97	14	classes	class	NOUN
easat-3884	97	15	.	.	PUNCT
easat-3884	98	1	these	these	DET
easat-3884	98	2	eigenvectors	eigenvector	NOUN
easat-3884	98	3	(	(	PUNCT
easat-3884	98	4	spatial	spatial	ADJ
easat-3884	98	5	filters	filter	NOUN
easat-3884	98	6	)	)	PUNCT
easat-3884	98	7	project	project	NOUN
easat-3884	98	8	the	the	DET
easat-3884	98	9	eeg	eeg	NOUN
easat-3884	98	10	signals	signal	NOUN
easat-3884	98	11	into	into	ADP
easat-3884	98	12	a	a	DET
easat-3884	98	13	new	new	ADJ
easat-3884	98	14	space	space	NOUN
easat-3884	98	15	where	where	SCONJ
easat-3884	98	16	the	the	DET
easat-3884	98	17	classes	class	NOUN
easat-3884	98	18	are	be	AUX
easat-3884	98	19	optimally	optimally	ADV
easat-3884	98	20	separated	separate	VERB
easat-3884	98	21	in	in	ADP
easat-3884	98	22	terms	term	NOUN
easat-3884	98	23	of	of	ADP
easat-3884	98	24	variance	variance	NOUN
easat-3884	98	25	.	.	PUNCT
easat-3884	99	1	essentially	essentially	ADV
easat-3884	99	2	,	,	PUNCT
easat-3884	99	3	the	the	DET
easat-3884	99	4	resulting	result	VERB
easat-3884	99	5	spatial	spatial	ADJ
easat-3884	99	6	filters	filter	NOUN
easat-3884	99	7	serve	serve	VERB
easat-3884	99	8	as	as	ADP
easat-3884	99	9	weights	weight	NOUN
easat-3884	99	10	that	that	PRON
easat-3884	99	11	can	can	AUX
easat-3884	99	12	be	be	AUX
easat-3884	99	13	applied	apply	VERB
easat-3884	99	14	to	to	ADP
easat-3884	99	15	the	the	DET
easat-3884	99	16	eeg	eeg	PROPN
easat-3884	99	17	data	datum	NOUN
easat-3884	99	18	,	,	PUNCT
easat-3884	99	19	producing	produce	VERB
easat-3884	99	20	a	a	DET
easat-3884	99	21	new	new	ADJ
easat-3884	99	22	set	set	NOUN
easat-3884	99	23	of	of	ADP
easat-3884	99	24	spatially	spatially	ADV
easat-3884	99	25	filtered	filter	VERB
easat-3884	99	26	data	datum	NOUN
easat-3884	99	27	that	that	PRON
easat-3884	99	28	emphasizes	emphasize	VERB
easat-3884	99	29	the	the	DET
easat-3884	99	30	differences	difference	NOUN
easat-3884	99	31	between	between	ADP
easat-3884	99	32	the	the	DET
easat-3884	99	33	two	two	NUM
easat-3884	99	34	classes	class	NOUN
easat-3884	99	35	.	.	PUNCT
easat-3884	100	1	2.1.6	2.1.6	X
easat-3884	100	2	.	.	PROPN
easat-3884	100	3	linear	linear	PROPN
easat-3884	100	4	discriminant	discriminant	ADJ
easat-3884	100	5	analysis	analysis	NOUN
easat-3884	100	6	linear	linear	ADJ
easat-3884	100	7	discriminant	discriminant	ADJ
easat-3884	100	8	analysis	analysis	NOUN
easat-3884	100	9	(	(	PUNCT
easat-3884	100	10	lda	lda	PROPN
easat-3884	100	11	)	)	PUNCT
easat-3884	101	1	[	[	X
easat-3884	101	2	17	17	NUM
easat-3884	101	3	]	]	PUNCT
easat-3884	101	4	works	work	VERB
easat-3884	101	5	by	by	ADP
easat-3884	101	6	identifying	identify	VERB
easat-3884	101	7	a	a	DET
easat-3884	101	8	linear	linear	ADJ
easat-3884	101	9	combination	combination	NOUN
easat-3884	101	10	of	of	ADP
easat-3884	101	11	features	feature	NOUN
easat-3884	101	12	(	(	PUNCT
easat-3884	101	13	a	a	DET
easat-3884	101	14	projection	projection	NOUN
easat-3884	101	15	)	)	PUNCT
easat-3884	101	16	that	that	PRON
easat-3884	101	17	maximizes	maximize	VERB
easat-3884	101	18	the	the	DET
easat-3884	101	19	ratio	ratio	NOUN
easat-3884	101	20	of	of	ADP
easat-3884	101	21	between	between	ADP
easat-3884	101	22	-	-	PUNCT
easat-3884	101	23	class	class	NOUN
easat-3884	101	24	scatter	scatter	NOUN
easat-3884	101	25	to	to	ADP
easat-3884	101	26	within	within	ADP
easat-3884	101	27	-	-	PUNCT
easat-3884	101	28	class	class	NOUN
easat-3884	101	29	scatter	scatter	NOUN
easat-3884	101	30	.	.	PUNCT
easat-3884	102	1	in	in	ADP
easat-3884	102	2	other	other	ADJ
easat-3884	102	3	words	word	NOUN
easat-3884	102	4	,	,	PUNCT
easat-3884	102	5	lda	lda	PROPN
easat-3884	102	6	seeks	seek	VERB
easat-3884	102	7	a	a	DET
easat-3884	102	8	direction	direction	NOUN
easat-3884	102	9	where	where	SCONJ
easat-3884	102	10	the	the	DET
easat-3884	102	11	classes	class	NOUN
easat-3884	102	12	are	be	AUX
easat-3884	102	13	as	as	ADV
easat-3884	102	14	dispersed	disperse	VERB
easat-3884	102	15	as	as	ADP
easat-3884	102	16	possible	possible	ADJ
easat-3884	102	17	while	while	SCONJ
easat-3884	102	18	keeping	keep	VERB
easat-3884	102	19	the	the	DET
easat-3884	102	20	data	data	NOUN
easat-3884	102	21	points	point	NOUN
easat-3884	102	22	within	within	ADP
easat-3884	102	23	each	each	DET
easat-3884	102	24	class	class	NOUN
easat-3884	102	25	as	as	ADV
easat-3884	102	26	close	close	ADJ
easat-3884	102	27	together	together	ADV
easat-3884	102	28	as	as	ADP
easat-3884	102	29	possible	possible	ADJ
easat-3884	102	30	.	.	PUNCT
easat-3884	103	1	after	after	ADP
easat-3884	103	2	projecting	project	VERB
easat-3884	103	3	the	the	DET
easat-3884	103	4	data	datum	NOUN
easat-3884	103	5	,	,	PUNCT
easat-3884	103	6	lda	lda	PROPN
easat-3884	103	7	can	can	AUX
easat-3884	103	8	establish	establish	VERB
easat-3884	103	9	a	a	DET
easat-3884	103	10	decision	decision	NOUN
easat-3884	103	11	boundary	boundary	ADJ
easat-3884	103	12	in	in	ADP
easat-3884	103	13	this	this	DET
easat-3884	103	14	lower	lower	ADV
easat-3884	103	15	-	-	PUNCT
easat-3884	103	16	dimensional	dimensional	ADJ
easat-3884	103	17	space	space	NOUN
easat-3884	103	18	,	,	PUNCT
easat-3884	103	19	allowing	allow	VERB
easat-3884	103	20	new	new	ADJ
easat-3884	103	21	data	datum	NOUN
easat-3884	103	22	points	point	NOUN
easat-3884	103	23	to	to	PART
easat-3884	103	24	be	be	AUX
easat-3884	103	25	classified	classify	VERB
easat-3884	103	26	based	base	VERB
easat-3884	103	27	on	on	ADP
easat-3884	103	28	which	which	DET
easat-3884	103	29	side	side	NOUN
easat-3884	103	30	of	of	ADP
easat-3884	103	31	the	the	DET
easat-3884	103	32	boundary	boundary	NOUN
easat-3884	103	33	they	they	PRON
easat-3884	103	34	fall	fall	VERB
easat-3884	103	35	on	on	ADP
easat-3884	103	36	.	.	PUNCT
easat-3884	104	1	the	the	DET
easat-3884	104	2	combination	combination	NOUN
easat-3884	104	3	of	of	ADP
easat-3884	104	4	csp	csp	PROPN
easat-3884	104	5	and	and	CCONJ
easat-3884	104	6	lda	lda	PROPN
easat-3884	104	7	is	be	AUX
easat-3884	104	8	particularly	particularly	ADV
easat-3884	104	9	effective	effective	ADJ
easat-3884	104	10	for	for	ADP
easat-3884	104	11	classifying	classify	VERB
easat-3884	104	12	mi	mi	NOUN
easat-3884	104	13	tasks	task	NOUN
easat-3884	104	14	.	.	PUNCT
easat-3884	105	1	the	the	DET
easat-3884	105	2	components	component	NOUN
easat-3884	105	3	extracted	extract	VERB
easat-3884	105	4	by	by	ADP
easat-3884	105	5	csp	csp	PROPN
easat-3884	105	6	are	be	AUX
easat-3884	105	7	designed	design	VERB
easat-3884	105	8	to	to	PART
easat-3884	105	9	maximize	maximize	VERB
easat-3884	105	10	class	class	NOUN
easat-3884	105	11	separation	separation	NOUN
easat-3884	105	12	,	,	PUNCT
easat-3884	105	13	while	while	SCONJ
easat-3884	105	14	lda	lda	PROPN
easat-3884	105	15	finds	find	VERB
easat-3884	105	16	a	a	DET
easat-3884	105	17	linear	linear	ADJ
easat-3884	105	18	boundary	boundary	NOUN
easat-3884	105	19	that	that	PRON
easat-3884	105	20	further	far	ADV
easat-3884	105	21	distinguishes	distinguish	VERB
easat-3884	105	22	the	the	DET
easat-3884	105	23	classes	class	NOUN
easat-3884	105	24	.	.	PUNCT
easat-3884	106	1	additionally	additionally	ADV
easat-3884	106	2	,	,	PUNCT
easat-3884	106	3	lda	lda	PROPN
easat-3884	106	4	is	be	AUX
easat-3884	106	5	computationally	computationally	ADV
easat-3884	106	6	efficient	efficient	ADJ
easat-3884	106	7	compared	compare	VERB
easat-3884	106	8	to	to	ADP
easat-3884	106	9	other	other	ADJ
easat-3884	106	10	methods	method	NOUN
easat-3884	106	11	,	,	PUNCT
easat-3884	106	12	such	such	ADJ
easat-3884	106	13	as	as	ADP
easat-3884	106	14	deep	deep	ADJ
easat-3884	106	15	learning	learning	NOUN
easat-3884	106	16	models	model	NOUN
easat-3884	106	17	,	,	PUNCT
easat-3884	106	18	making	make	VERB
easat-3884	106	19	it	it	PRON
easat-3884	106	20	well	well	ADV
easat-3884	106	21	-	-	PUNCT
easat-3884	106	22	suited	suit	VERB
easat-3884	106	23	for	for	ADP
easat-3884	106	24	real	real	ADJ
easat-3884	106	25	-	-	PUNCT
easat-3884	106	26	time	time	NOUN
easat-3884	106	27	applications	application	NOUN
easat-3884	106	28	.	.	PUNCT
easat-3884	107	1	furthermore	furthermore	ADV
easat-3884	107	2	,	,	PUNCT
easat-3884	107	3	eeg	eeg	PROPN
easat-3884	107	4	data	datum	NOUN
easat-3884	107	5	is	be	AUX
easat-3884	107	6	often	often	ADV
easat-3884	107	7	high	high	ADV
easat-3884	107	8	-	-	PUNCT
easat-3884	107	9	dimensional	dimensional	ADJ
easat-3884	107	10	but	but	CCONJ
easat-3884	107	11	typically	typically	ADV
easat-3884	107	12	has	have	VERB
easat-3884	107	13	relatively	relatively	ADV
easat-3884	107	14	few	few	ADJ
easat-3884	107	15	training	training	NOUN
easat-3884	107	16	samples	sample	NOUN
easat-3884	107	17	.	.	PUNCT
easat-3884	108	1	lda	lda	PROPN
easat-3884	108	2	performs	perform	VERB
easat-3884	108	3	well	well	ADV
easat-3884	108	4	in	in	ADP
easat-3884	108	5	such	such	ADJ
easat-3884	108	6	scenarios	scenario	NOUN
easat-3884	108	7	because	because	SCONJ
easat-3884	108	8	it	it	PRON
easat-3884	108	9	reduces	reduce	VERB
easat-3884	108	10	dimensionality	dimensionality	NOUN
easat-3884	108	11	and	and	CCONJ
easat-3884	108	12	helps	help	VERB
easat-3884	108	13	avoid	avoid	VERB
easat-3884	108	14	overfitting	overfitte	VERB
easat-3884	108	15	,	,	PUNCT
easat-3884	108	16	making	make	VERB
easat-3884	108	17	it	it	PRON
easat-3884	108	18	more	more	ADV
easat-3884	108	19	robust	robust	ADJ
easat-3884	108	20	for	for	ADP
easat-3884	108	21	small	small	ADJ
easat-3884	108	22	datasets	dataset	NOUN
easat-3884	108	23	compared	compare	VERB
easat-3884	108	24	to	to	ADP
easat-3884	108	25	deep	deep	ADJ
easat-3884	108	26	learning	learning	NOUN
easat-3884	108	27	models	model	NOUN
easat-3884	108	28	.	.	PUNCT
easat-3884	109	1	2.2	2.2	NUM
easat-3884	109	2	.	.	PUNCT
easat-3884	109	3	related	relate	VERB
easat-3884	109	4	works	work	VERB
easat-3884	109	5	2.2.1	2.2.1	NUM
easat-3884	109	6	.	.	PUNCT
easat-3884	110	1	bci	bci	PROPN
easat-3884	110	2	speller	speller	NOUN
easat-3884	110	3	over	over	ADP
easat-3884	110	4	the	the	DET
easat-3884	110	5	years	year	NOUN
easat-3884	110	6	,	,	PUNCT
easat-3884	110	7	several	several	ADJ
easat-3884	110	8	types	type	NOUN
easat-3884	110	9	of	of	ADP
easat-3884	110	10	bci	bci	NOUN
easat-3884	110	11	spellers	speller	NOUN
easat-3884	110	12	have	have	AUX
easat-3884	110	13	been	be	AUX
easat-3884	110	14	developed	develop	VERB
easat-3884	110	15	,	,	PUNCT
easat-3884	110	16	categorized	categorize	VERB
easat-3884	110	17	by	by	ADP
easat-3884	110	18	their	their	PRON
easat-3884	110	19	gui	gui	NOUN
easat-3884	110	20	designs	design	NOUN
easat-3884	110	21	and	and	CCONJ
easat-3884	110	22	bci	bci	PROPN
easat-3884	110	23	paradigms	paradigm	NOUN
easat-3884	110	24	.	.	PUNCT
easat-3884	111	1	based	base	VERB
easat-3884	111	2	on	on	ADP
easat-3884	111	3	bci	bci	PROPN
easat-3884	111	4	paradigms	paradigm	NOUN
easat-3884	111	5	,	,	PUNCT
easat-3884	111	6	there	there	PRON
easat-3884	111	7	are	be	VERB
easat-3884	111	8	three	three	NUM
easat-3884	111	9	main	main	ADJ
easat-3884	111	10	classes	class	NOUN
easat-3884	111	11	:	:	PUNCT
easat-3884	112	1	p300	p300	NUM
easat-3884	113	1	[	[	X
easat-3884	113	2	18	18	NUM
easat-3884	113	3	,	,	PUNCT
easat-3884	113	4	21	21	NUM
easat-3884	113	5	]	]	PUNCT
easat-3884	113	6	,	,	PUNCT
easat-3884	113	7	steady	steady	ADJ
easat-3884	113	8	-	-	PUNCT
easat-3884	113	9	state	state	NOUN
easat-3884	113	10	visual	visual	ADJ
easat-3884	113	11	evoked	evoke	VERB
easat-3884	113	12	potential	potential	NOUN
easat-3884	113	13	(	(	PUNCT
easat-3884	113	14	ssvep	ssvep	NOUN
easat-3884	113	15	)	)	PUNCT
easat-3884	114	1	[	[	X
easat-3884	114	2	19	19	NUM
easat-3884	114	3	]	]	PUNCT
easat-3884	114	4	and	and	CCONJ
easat-3884	114	5	mi	mi	X
easat-3884	115	1	[	[	X
easat-3884	115	2	20	20	NUM
easat-3884	115	3	,	,	PUNCT
easat-3884	115	4	22	22	NUM
easat-3884	115	5	]	]	PUNCT
easat-3884	115	6	.	.	PUNCT
easat-3884	116	1	the	the	DET
easat-3884	116	2	first	first	ADJ
easat-3884	116	3	bci	bci	PROPN
easat-3884	116	4	speller	speller	NOUN
easat-3884	116	5	was	be	AUX
easat-3884	116	6	a	a	DET
easat-3884	116	7	p300	p300	PROPN
easat-3884	116	8	-	-	PUNCT
easat-3884	116	9	based	base	VERB
easat-3884	116	10	system	system	NOUN
easat-3884	116	11	called	call	VERB
easat-3884	116	12	the	the	DET
easat-3884	116	13	matrix	matrix	NOUN
easat-3884	116	14	speller	speller	NOUN
easat-3884	116	15	,	,	PUNCT
easat-3884	116	16	introduced	introduce	VERB
easat-3884	116	17	by	by	ADP
easat-3884	116	18	farwell	farwell	PROPN
easat-3884	116	19	and	and	CCONJ
easat-3884	116	20	donchin	donchin	PROPN
easat-3884	116	21	[	[	X
easat-3884	116	22	18	18	NUM
easat-3884	116	23	]	]	PUNCT
easat-3884	116	24	.	.	PUNCT
easat-3884	117	1	their	their	PRON
easat-3884	117	2	gui	gui	NOUN
easat-3884	117	3	was	be	AUX
easat-3884	117	4	arranged	arrange	VERB
easat-3884	117	5	as	as	ADP
easat-3884	117	6	a	a	DET
easat-3884	117	7	6	6	NUM
easat-3884	117	8	x	x	SYM
easat-3884	117	9	6	6	NUM
easat-3884	117	10	matrix	matrix	NOUN
easat-3884	117	11	of	of	ADP
easat-3884	117	12	flashing	flash	VERB
easat-3884	117	13	symbols	symbol	NOUN
easat-3884	117	14	on	on	ADP
easat-3884	117	15	a	a	DET
easat-3884	117	16	monitor	monitor	NOUN
easat-3884	117	17	.	.	PUNCT
easat-3884	118	1	by	by	ADP
easat-3884	118	2	randomly	randomly	ADV
easat-3884	118	3	intensifying	intensify	VERB
easat-3884	118	4	the	the	DET
easat-3884	118	5	light	light	NOUN
easat-3884	118	6	in	in	ADP
easat-3884	118	7	each	each	DET
easat-3884	118	8	row	row	NOUN
easat-3884	118	9	and	and	CCONJ
easat-3884	118	10	column	column	NOUN
easat-3884	118	11	,	,	PUNCT
easat-3884	118	12	the	the	DET
easat-3884	118	13	gui	gui	NOUN
easat-3884	118	14	aimed	aim	VERB
easat-3884	118	15	to	to	PART
easat-3884	118	16	evoke	evoke	VERB
easat-3884	118	17	an	an	DET
easat-3884	118	18	"	"	PUNCT
easat-3884	118	19	oddball	oddball	ADJ
easat-3884	118	20	"	"	PUNCT
easat-3884	118	21	paradigm	paradigm	NOUN
easat-3884	118	22	.	.	PUNCT
easat-3884	119	1	subjects	subject	NOUN
easat-3884	119	2	were	be	AUX
easat-3884	119	3	instructed	instruct	VERB
easat-3884	119	4	to	to	PART
easat-3884	119	5	focus	focus	VERB
easat-3884	119	6	on	on	ADP
easat-3884	119	7	the	the	DET
easat-3884	119	8	desired	desire	VERB
easat-3884	119	9	letter	letter	NOUN
easat-3884	119	10	and	and	CCONJ
easat-3884	119	11	count	count	VERB
easat-3884	119	12	the	the	DET
easat-3884	119	13	number	number	NOUN
easat-3884	119	14	of	of	ADP
easat-3884	119	15	flashes	flash	NOUN
easat-3884	119	16	,	,	PUNCT
easat-3884	119	17	which	which	PRON
easat-3884	119	18	generated	generate	VERB
easat-3884	119	19	a	a	DET
easat-3884	119	20	p300	p300	PROPN
easat-3884	119	21	wave	wave	NOUN
easat-3884	119	22	in	in	ADP
easat-3884	119	23	the	the	DET
easat-3884	119	24	eeg	eeg	NOUN
easat-3884	119	25	signals	signal	NOUN
easat-3884	119	26	.	.	PUNCT
easat-3884	120	1	the	the	DET
easat-3884	120	2	order	order	NOUN
easat-3884	120	3	of	of	ADP
easat-3884	120	4	occurrence	occurrence	NOUN
easat-3884	120	5	of	of	ADP
easat-3884	120	6	rows	row	NOUN
easat-3884	120	7	and	and	CCONJ
easat-3884	120	8	columns	column	NOUN
easat-3884	120	9	was	be	AUX
easat-3884	120	10	then	then	ADV
easat-3884	120	11	correlated	correlate	VERB
easat-3884	120	12	with	with	ADP
easat-3884	120	13	the	the	DET
easat-3884	120	14	p300	p300	PROPN
easat-3884	120	15	signal	signal	NOUN
easat-3884	120	16	,	,	PUNCT
easat-3884	120	17	allowing	allow	VERB
easat-3884	120	18	the	the	DET
easat-3884	120	19	identification	identification	NOUN
easat-3884	120	20	of	of	ADP
easat-3884	120	21	the	the	DET
easat-3884	120	22	selected	select	VERB
easat-3884	120	23	letter	letter	NOUN
easat-3884	120	24	at	at	ADP
easat-3884	120	25	the	the	DET
easat-3884	120	26	intersection	intersection	NOUN
easat-3884	120	27	of	of	ADP
easat-3884	120	28	the	the	DET
easat-3884	120	29	chosen	choose	VERB
easat-3884	120	30	row	row	NOUN
easat-3884	120	31	and	and	CCONJ
easat-3884	120	32	column	column	NOUN
easat-3884	120	33	.	.	PUNCT
easat-3884	121	1	this	this	DET
easat-3884	121	2	matrix	matrix	NOUN
easat-3884	121	3	speller	speller	NOUN
easat-3884	121	4	achieved	achieve	VERB
easat-3884	121	5	a	a	DET
easat-3884	121	6	maximum	maximum	ADJ
easat-3884	121	7	information	information	NOUN
easat-3884	121	8	transfer	transfer	NOUN
easat-3884	121	9	rate	rate	NOUN
easat-3884	121	10	(	(	PUNCT
easat-3884	121	11	itr	itr	NOUN
easat-3884	121	12	)	)	PUNCT
easat-3884	121	13	of	of	ADP
easat-3884	121	14	12	12	NUM
easat-3884	121	15	bits	bit	NOUN
easat-3884	121	16	and	and	CCONJ
easat-3884	121	17	served	serve	VERB
easat-3884	121	18	as	as	ADP
easat-3884	121	19	the	the	DET
easat-3884	121	20	foundation	foundation	NOUN
easat-3884	121	21	for	for	ADP
easat-3884	121	22	most	most	ADJ
easat-3884	121	23	p300	p300	NUM
easat-3884	121	24	-	-	PUNCT
easat-3884	121	25	based	base	VERB
easat-3884	121	26	bci	bci	PROPN
easat-3884	121	27	spellers	speller	NOUN
easat-3884	121	28	,	,	PUNCT
easat-3884	121	29	which	which	PRON
easat-3884	121	30	vary	vary	VERB
easat-3884	121	31	in	in	ADP
easat-3884	121	32	stimuli	stimulus	NOUN
easat-3884	121	33	,	,	PUNCT
easat-3884	121	34	symbol	symbol	NOUN
easat-3884	121	35	representation	representation	NOUN
easat-3884	121	36	,	,	PUNCT
easat-3884	121	37	and	and	CCONJ
easat-3884	121	38	letter	letter	NOUN
easat-3884	121	39	arrangement	arrangement	NOUN
easat-3884	121	40	.	.	PUNCT
easat-3884	122	1	geospell	geospell	PROPN
easat-3884	123	1	[	[	X
easat-3884	123	2	21	21	NUM
easat-3884	123	3	]	]	X
easat-3884	123	4	is	be	AUX
easat-3884	123	5	one	one	NUM
easat-3884	123	6	such	such	ADJ
easat-3884	123	7	variation	variation	NOUN
easat-3884	123	8	.	.	PUNCT
easat-3884	124	1	it	it	PRON
easat-3884	124	2	uses	use	VERB
easat-3884	124	3	an	an	DET
easat-3884	124	4	n	n	NOUN
easat-3884	124	5	x	x	SYM
easat-3884	124	6	n	n	PRON
easat-3884	124	7	matrix	matrix	NOUN
easat-3884	124	8	,	,	PUNCT
easat-3884	124	9	further	far	ADV
easat-3884	124	10	divided	divide	VERB
easat-3884	124	11	into	into	ADP
easat-3884	124	12	2	2	NUM
easat-3884	124	13	x	x	SYM
easat-3884	124	14	n	n	PRON
easat-3884	124	15	sets	set	NOUN
easat-3884	124	16	of	of	ADP
easat-3884	124	17	squares	square	NOUN
easat-3884	124	18	containing	contain	VERB
easat-3884	124	19	n	n	DET
easat-3884	124	20	characters	character	NOUN
easat-3884	124	21	.	.	PUNCT
easat-3884	125	1	the	the	DET
easat-3884	125	2	rows	row	NOUN
easat-3884	125	3	and	and	CCONJ
easat-3884	125	4	columns	column	NOUN
easat-3884	125	5	were	be	AUX
easat-3884	125	6	rearranged	rearrange	VERB
easat-3884	125	7	into	into	ADP
easat-3884	125	8	separate	separate	ADJ
easat-3884	125	9	boxes	box	NOUN
easat-3884	125	10	to	to	PART
easat-3884	125	11	enhance	enhance	VERB
easat-3884	125	12	letter	letter	NOUN
easat-3884	125	13	recognition	recognition	PROPN
easat-3884	125	14	,	,	PUNCT
easat-3884	125	15	with	with	ADP
easat-3884	125	16	flashes	flash	NOUN
easat-3884	125	17	occurring	occur	VERB
easat-3884	125	18	at	at	ADP
easat-3884	125	19	fixed	fix	VERB
easat-3884	125	20	points	point	NOUN
easat-3884	125	21	for	for	ADP
easat-3884	125	22	each	each	DET
easat-3884	125	23	box	box	NOUN
easat-3884	125	24	to	to	PART
easat-3884	125	25	minimize	minimize	VERB
easat-3884	125	26	eye	eye	NOUN
easat-3884	125	27	movement	movement	NOUN
easat-3884	125	28	and	and	CCONJ
easat-3884	125	29	focus	focus	VERB
easat-3884	125	30	on	on	ADP
easat-3884	125	31	covert	covert	ADJ
easat-3884	125	32	attention	attention	NOUN
easat-3884	125	33	.	.	PUNCT
easat-3884	126	1	however	however	ADV
easat-3884	126	2	,	,	PUNCT
easat-3884	126	3	this	this	DET
easat-3884	126	4	system	system	NOUN
easat-3884	126	5	's	's	PART
easat-3884	126	6	results	result	NOUN
easat-3884	126	7	were	be	AUX
easat-3884	126	8	not	not	PART
easat-3884	126	9	as	as	ADV
easat-3884	126	10	promising	promising	ADJ
easat-3884	126	11	as	as	ADP
easat-3884	126	12	its	its	PRON
easat-3884	126	13	counterparts	counterpart	NOUN
easat-3884	126	14	.	.	PUNCT
easat-3884	127	1	another	another	DET
easat-3884	127	2	approach	approach	NOUN
easat-3884	127	3	to	to	ADP
easat-3884	127	4	bci	bci	PROPN
easat-3884	127	5	spellers	speller	NOUN
easat-3884	127	6	utilizes	utilize	VERB
easat-3884	127	7	ssvep	ssvep	NOUN
easat-3884	127	8	.	.	PUNCT
easat-3884	128	1	the	the	DET
easat-3884	128	2	advantage	advantage	NOUN
easat-3884	128	3	of	of	ADP
easat-3884	128	4	this	this	DET
easat-3884	128	5	method	method	NOUN
easat-3884	128	6	is	be	AUX
easat-3884	128	7	its	its	PRON
easat-3884	128	8	independence	independence	NOUN
easat-3884	128	9	from	from	ADP
easat-3884	128	10	calibration	calibration	NOUN
easat-3884	128	11	or	or	CCONJ
easat-3884	128	12	subject	subject	NOUN
easat-3884	128	13	training	training	NOUN
easat-3884	128	14	,	,	PUNCT
easat-3884	128	15	generally	generally	ADV
easat-3884	128	16	resulting	result	VERB
easat-3884	128	17	in	in	ADP
easat-3884	128	18	faster	fast	ADJ
easat-3884	128	19	responses	response	NOUN
easat-3884	128	20	than	than	ADP
easat-3884	128	21	p300	p300	NUM
easat-3884	128	22	systems	system	NOUN
easat-3884	128	23	.	.	PUNCT
easat-3884	129	1	an	an	DET
easat-3884	129	2	early	early	ADJ
easat-3884	129	3	example	example	NOUN
easat-3884	129	4	of	of	ADP
easat-3884	129	5	ssvep	ssvep	NOUN
easat-3884	129	6	spellers	speller	NOUN
easat-3884	129	7	is	be	AUX
easat-3884	129	8	the	the	DET
easat-3884	129	9	bremen	breman	NOUN
easat-3884	129	10	speller	speller	NOUN
easat-3884	130	1	[	[	X
easat-3884	130	2	19	19	NUM
easat-3884	130	3	]	]	PUNCT
easat-3884	130	4	,	,	PUNCT
easat-3884	130	5	featuring	feature	VERB
easat-3884	130	6	a	a	DET
easat-3884	130	7	diamond	diamond	NOUN
easat-3884	130	8	-	-	PUNCT
easat-3884	130	9	shaped	shape	VERB
easat-3884	130	10	keyboard	keyboard	NOUN
easat-3884	130	11	with	with	ADP
easat-3884	130	12	32	32	NUM
easat-3884	130	13	symbols	symbol	NOUN
easat-3884	130	14	representing	represent	VERB
easat-3884	130	15	english	english	ADJ
easat-3884	130	16	characters	character	NOUN
easat-3884	130	17	,	,	PUNCT
easat-3884	130	18	punctuation	punctuation	NOUN
easat-3884	130	19	marks	mark	NOUN
easat-3884	130	20	,	,	PUNCT
easat-3884	130	21	and	and	CCONJ
easat-3884	130	22	commands	command	NOUN
easat-3884	130	23	.	.	PUNCT
easat-3884	131	1	five	five	NUM
easat-3884	131	2	boxes	box	NOUN
easat-3884	131	3	,	,	PUNCT
easat-3884	131	4	four	four	NUM
easat-3884	131	5	arrows	arrow	NOUN
easat-3884	131	6	,	,	PUNCT
easat-3884	131	7	8879	8879	NUM
easat-3884	131	8	edelweiss	edelweiss	PROPN
easat-3884	131	9	applied	apply	VERB
easat-3884	131	10	science	science	NOUN
easat-3884	131	11	and	and	CCONJ
easat-3884	131	12	technology	technology	NOUN
easat-3884	131	13	issn	issn	PROPN
easat-3884	131	14	:	:	PUNCT
easat-3884	131	15	2576	2576	NUM
easat-3884	131	16	-	-	SYM
easat-3884	131	17	8484	8484	NUM
easat-3884	131	18	vol	vol	NOUN
easat-3884	131	19	.	.	PROPN
easat-3884	132	1	8	8	NUM
easat-3884	132	2	,	,	PUNCT
easat-3884	132	3	no	no	INTJ
easat-3884	132	4	.	.	NOUN
easat-3884	132	5	6	6	NUM
easat-3884	132	6	:	:	SYM
easat-3884	132	7	8873	8873	NUM
easat-3884	132	8	-	-	SYM
easat-3884	132	9	8891	8891	NUM
easat-3884	132	10	,	,	PUNCT
easat-3884	132	11	2024	2024	NUM
easat-3884	132	12	doi	doi	NOUN
easat-3884	132	13	:	:	PUNCT
easat-3884	132	14	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	132	15	©	©	PROPN
easat-3884	132	16	2024	2024	NUM
easat-3884	132	17	by	by	ADP
easat-3884	132	18	the	the	DET
easat-3884	132	19	authors	author	NOUN
easat-3884	132	20	;	;	PUNCT
easat-3884	132	21	licensee	licensee	PROPN
easat-3884	132	22	learning	learning	NOUN
easat-3884	132	23	gate	gate	NOUN
easat-3884	132	24	and	and	CCONJ
easat-3884	132	25	one	one	NUM
easat-3884	132	26	"	"	PUNCT
easat-3884	132	27	select	select	ADJ
easat-3884	132	28	"	"	PUNCT
easat-3884	132	29	button	button	NOUN
easat-3884	132	30	control	control	NOUN
easat-3884	132	31	a	a	DET
easat-3884	132	32	cursor	cursor	NOUN
easat-3884	132	33	that	that	PRON
easat-3884	132	34	moves	move	VERB
easat-3884	132	35	along	along	ADP
easat-3884	132	36	the	the	DET
easat-3884	132	37	keyboard	keyboard	NOUN
easat-3884	132	38	to	to	PART
easat-3884	132	39	indicate	indicate	VERB
easat-3884	132	40	the	the	DET
easat-3884	132	41	character	character	NOUN
easat-3884	132	42	to	to	PART
easat-3884	132	43	be	be	AUX
easat-3884	132	44	selected	select	VERB
easat-3884	132	45	.	.	PUNCT
easat-3884	133	1	each	each	DET
easat-3884	133	2	box	box	NOUN
easat-3884	133	3	flickers	flicker	VERB
easat-3884	133	4	at	at	ADP
easat-3884	133	5	a	a	DET
easat-3884	133	6	specific	specific	ADJ
easat-3884	133	7	frequency	frequency	NOUN
easat-3884	133	8	to	to	PART
easat-3884	133	9	generate	generate	VERB
easat-3884	133	10	an	an	DET
easat-3884	133	11	ssvep	ssvep	NOUN
easat-3884	133	12	response	response	NOUN
easat-3884	133	13	.	.	PUNCT
easat-3884	134	1	with	with	ADP
easat-3884	134	2	the	the	DET
easat-3884	134	3	later	later	ADJ
easat-3884	134	4	addition	addition	NOUN
easat-3884	134	5	of	of	ADP
easat-3884	134	6	a	a	DET
easat-3884	134	7	prediction	prediction	NOUN
easat-3884	134	8	model	model	NOUN
easat-3884	134	9	and	and	CCONJ
easat-3884	134	10	improvements	improvement	NOUN
easat-3884	134	11	in	in	ADP
easat-3884	134	12	signal	signal	ADJ
easat-3884	134	13	processing	processing	NOUN
easat-3884	134	14	,	,	PUNCT
easat-3884	134	15	this	this	DET
easat-3884	134	16	speller	speller	NOUN
easat-3884	134	17	achieved	achieve	VERB
easat-3884	134	18	an	an	DET
easat-3884	134	19	impressive	impressive	ADJ
easat-3884	134	20	itr	itr	NOUN
easat-3884	134	21	of	of	ADP
easat-3884	134	22	over	over	ADP
easat-3884	134	23	32	32	NUM
easat-3884	134	24	bits	bit	NOUN
easat-3884	134	25	per	per	ADP
easat-3884	134	26	minute	minute	NOUN
easat-3884	134	27	.	.	PUNCT
easat-3884	135	1	despite	despite	SCONJ
easat-3884	135	2	the	the	DET
easat-3884	135	3	advantages	advantage	NOUN
easat-3884	135	4	of	of	ADP
easat-3884	135	5	the	the	DET
easat-3884	135	6	aforementioned	aforementioned	ADJ
easat-3884	135	7	paradigms	paradigms	NOUN
easat-3884	135	8	for	for	ADP
easat-3884	135	9	bci	bci	ADJ
easat-3884	135	10	spellers	speller	NOUN
easat-3884	135	11	,	,	PUNCT
easat-3884	135	12	they	they	PRON
easat-3884	135	13	also	also	ADV
easat-3884	135	14	have	have	VERB
easat-3884	135	15	notable	notable	ADJ
easat-3884	135	16	drawbacks	drawback	NOUN
easat-3884	135	17	.	.	PUNCT
easat-3884	136	1	firstly	firstly	ADV
easat-3884	136	2	,	,	PUNCT
easat-3884	136	3	both	both	DET
easat-3884	136	4	p300	p300	NUM
easat-3884	136	5	and	and	CCONJ
easat-3884	136	6	ssvep	ssvep	NOUN
easat-3884	136	7	systems	system	NOUN
easat-3884	136	8	are	be	AUX
easat-3884	136	9	gaze	gaze	NOUN
easat-3884	136	10	-	-	PUNCT
easat-3884	136	11	dependent	dependent	ADJ
easat-3884	136	12	,	,	PUNCT
easat-3884	136	13	requiring	require	VERB
easat-3884	136	14	subjects	subject	NOUN
easat-3884	136	15	to	to	PART
easat-3884	136	16	maintain	maintain	VERB
easat-3884	136	17	their	their	PRON
easat-3884	136	18	gaze	gaze	NOUN
easat-3884	136	19	on	on	ADP
easat-3884	136	20	the	the	DET
easat-3884	136	21	monitors	monitor	NOUN
easat-3884	136	22	or	or	CCONJ
easat-3884	136	23	displays	display	NOUN
easat-3884	136	24	for	for	ADP
easat-3884	136	25	optimal	optimal	ADJ
easat-3884	136	26	results	result	NOUN
easat-3884	136	27	.	.	PUNCT
easat-3884	137	1	secondly	secondly	ADV
easat-3884	137	2	,	,	PUNCT
easat-3884	137	3	the	the	DET
easat-3884	137	4	flashing	flash	VERB
easat-3884	137	5	visual	visual	ADJ
easat-3884	137	6	stimuli	stimulus	NOUN
easat-3884	137	7	from	from	ADP
easat-3884	137	8	these	these	DET
easat-3884	137	9	systems	system	NOUN
easat-3884	137	10	can	can	AUX
easat-3884	137	11	cause	cause	VERB
easat-3884	137	12	irritation	irritation	NOUN
easat-3884	137	13	for	for	ADP
easat-3884	137	14	users	user	NOUN
easat-3884	137	15	after	after	ADP
easat-3884	137	16	a	a	DET
easat-3884	137	17	short	short	ADJ
easat-3884	137	18	session	session	NOUN
easat-3884	137	19	,	,	PUNCT
easat-3884	137	20	interfering	interfere	VERB
easat-3884	137	21	with	with	ADP
easat-3884	137	22	communication	communication	NOUN
easat-3884	137	23	processes	process	NOUN
easat-3884	137	24	that	that	PRON
easat-3884	137	25	often	often	ADV
easat-3884	137	26	last	last	VERB
easat-3884	137	27	longer	long	ADV
easat-3884	137	28	than	than	ADP
easat-3884	137	29	typical	typical	ADJ
easat-3884	137	30	conversations	conversation	NOUN
easat-3884	137	31	.	.	PUNCT
easat-3884	138	1	therefore	therefore	ADV
easat-3884	138	2	,	,	PUNCT
easat-3884	138	3	we	we	PRON
easat-3884	138	4	focus	focus	VERB
easat-3884	138	5	our	our	PRON
easat-3884	138	6	research	research	NOUN
easat-3884	138	7	on	on	ADP
easat-3884	138	8	the	the	DET
easat-3884	138	9	third	third	ADJ
easat-3884	138	10	paradigm	paradigm	NOUN
easat-3884	138	11	,	,	PUNCT
easat-3884	138	12	mi	mi	PROPN
easat-3884	138	13	,	,	PUNCT
easat-3884	138	14	which	which	PRON
easat-3884	138	15	is	be	AUX
easat-3884	138	16	gaze	gaze	NOUN
easat-3884	138	17	-	-	PUNCT
easat-3884	138	18	independent	independent	ADJ
easat-3884	138	19	and	and	CCONJ
easat-3884	138	20	requires	require	VERB
easat-3884	138	21	no	no	DET
easat-3884	138	22	visual	visual	ADJ
easat-3884	138	23	stimulation	stimulation	NOUN
easat-3884	138	24	.	.	PUNCT
easat-3884	139	1	hex	hex	PROPN
easat-3884	139	2	-	-	PUNCT
easat-3884	139	3	o	o	NOUN
easat-3884	139	4	-	-	NOUN
easat-3884	139	5	spell	spell	NOUN
easat-3884	139	6	[	[	X
easat-3884	139	7	20	20	NUM
easat-3884	139	8	]	]	PUNCT
easat-3884	139	9	is	be	AUX
easat-3884	139	10	a	a	DET
easat-3884	139	11	prominent	prominent	ADJ
easat-3884	139	12	example	example	NOUN
easat-3884	139	13	of	of	ADP
easat-3884	139	14	this	this	DET
easat-3884	139	15	paradigm	paradigm	NOUN
easat-3884	139	16	.	.	PUNCT
easat-3884	140	1	first	first	ADV
easat-3884	140	2	developed	develop	VERB
easat-3884	140	3	in	in	ADP
easat-3884	140	4	2006	2006	NUM
easat-3884	140	5	,	,	PUNCT
easat-3884	140	6	its	its	PRON
easat-3884	140	7	interface	interface	NOUN
easat-3884	140	8	consists	consist	VERB
easat-3884	140	9	of	of	ADP
easat-3884	140	10	six	six	NUM
easat-3884	140	11	hexagons	hexagon	NOUN
easat-3884	140	12	arranged	arrange	VERB
easat-3884	140	13	around	around	ADP
easat-3884	140	14	a	a	DET
easat-3884	140	15	circle	circle	NOUN
easat-3884	140	16	,	,	PUNCT
easat-3884	140	17	with	with	ADP
easat-3884	140	18	an	an	DET
easat-3884	140	19	arrow	arrow	NOUN
easat-3884	140	20	pointing	pointing	NOUN
easat-3884	140	21	toward	toward	ADP
easat-3884	140	22	the	the	DET
easat-3884	140	23	hexagons	hexagon	NOUN
easat-3884	140	24	at	at	ADP
easat-3884	140	25	the	the	DET
easat-3884	140	26	center	center	NOUN
easat-3884	140	27	.	.	PUNCT
easat-3884	141	1	by	by	ADP
easat-3884	141	2	imagining	imagine	VERB
easat-3884	141	3	movements	movement	NOUN
easat-3884	141	4	,	,	PUNCT
easat-3884	141	5	such	such	ADJ
easat-3884	141	6	as	as	ADP
easat-3884	141	7	right	right	ADJ
easat-3884	141	8	-	-	PUNCT
easat-3884	141	9	hand	hand	NOUN
easat-3884	141	10	and	and	CCONJ
easat-3884	141	11	foot	foot	NOUN
easat-3884	141	12	movements	movement	NOUN
easat-3884	141	13	,	,	PUNCT
easat-3884	141	14	the	the	DET
easat-3884	141	15	subject	subject	NOUN
easat-3884	141	16	can	can	AUX
easat-3884	141	17	rotate	rotate	VERB
easat-3884	141	18	the	the	DET
easat-3884	141	19	arrow	arrow	NOUN
easat-3884	141	20	or	or	CCONJ
easat-3884	141	21	select	select	VERB
easat-3884	141	22	the	the	DET
easat-3884	141	23	hexagon	hexagon	NOUN
easat-3884	141	24	currently	currently	ADV
easat-3884	141	25	being	be	AUX
easat-3884	141	26	pointed	point	VERB
easat-3884	141	27	to	to	ADP
easat-3884	141	28	.	.	PUNCT
easat-3884	142	1	after	after	ADP
easat-3884	142	2	selection	selection	NOUN
easat-3884	142	3	,	,	PUNCT
easat-3884	142	4	the	the	DET
easat-3884	142	5	hexagons	hexagon	NOUN
easat-3884	142	6	fill	fill	VERB
easat-3884	142	7	with	with	ADP
easat-3884	142	8	characters	character	NOUN
easat-3884	142	9	from	from	ADP
easat-3884	142	10	the	the	DET
easat-3884	142	11	selected	select	VERB
easat-3884	142	12	segment	segment	NOUN
easat-3884	142	13	,	,	PUNCT
easat-3884	142	14	each	each	PRON
easat-3884	142	15	corresponding	correspond	VERB
easat-3884	142	16	to	to	ADP
easat-3884	142	17	one	one	NUM
easat-3884	142	18	hexagon	hexagon	NOUN
easat-3884	142	19	.	.	PUNCT
easat-3884	143	1	the	the	DET
easat-3884	143	2	user	user	NOUN
easat-3884	143	3	then	then	ADV
easat-3884	143	4	repeats	repeat	VERB
easat-3884	143	5	these	these	DET
easat-3884	143	6	rotating	rotate	VERB
easat-3884	143	7	and	and	CCONJ
easat-3884	143	8	selecting	select	VERB
easat-3884	143	9	operations	operation	NOUN
easat-3884	143	10	to	to	PART
easat-3884	143	11	type	type	VERB
easat-3884	143	12	the	the	DET
easat-3884	143	13	desired	desire	VERB
easat-3884	143	14	text	text	NOUN
easat-3884	143	15	.	.	PUNCT
easat-3884	144	1	despite	despite	SCONJ
easat-3884	144	2	extensive	extensive	ADJ
easat-3884	144	3	research	research	NOUN
easat-3884	144	4	into	into	ADP
easat-3884	144	5	bci	bci	PROPN
easat-3884	144	6	speller	speller	ADJ
easat-3884	144	7	development	development	PROPN
easat-3884	144	8	[	[	X
easat-3884	144	9	23	23	NUM
easat-3884	144	10	]	]	PUNCT
easat-3884	144	11	,	,	PUNCT
easat-3884	144	12	almost	almost	ADV
easat-3884	144	13	all	all	PRON
easat-3884	144	14	existing	exist	VERB
easat-3884	144	15	systems	system	NOUN
easat-3884	144	16	cater	cater	NOUN
easat-3884	144	17	exclusively	exclusively	ADV
easat-3884	144	18	to	to	ADP
easat-3884	144	19	english	english	PROPN
easat-3884	144	20	-	-	PUNCT
easat-3884	144	21	speaking	speak	VERB
easat-3884	144	22	users	user	NOUN
easat-3884	144	23	.	.	PUNCT
easat-3884	145	1	noticing	notice	VERB
easat-3884	145	2	a	a	DET
easat-3884	145	3	distinct	distinct	ADJ
easat-3884	145	4	lack	lack	NOUN
easat-3884	145	5	of	of	ADP
easat-3884	145	6	localization	localization	NOUN
easat-3884	145	7	for	for	ADP
easat-3884	145	8	vietnamese	vietnamese	ADJ
easat-3884	145	9	users	user	NOUN
easat-3884	145	10	,	,	PUNCT
easat-3884	145	11	this	this	DET
easat-3884	145	12	paper	paper	NOUN
easat-3884	145	13	focuses	focus	VERB
easat-3884	145	14	on	on	ADP
easat-3884	145	15	designing	design	VERB
easat-3884	145	16	a	a	DET
easat-3884	145	17	bci	bci	NOUN
easat-3884	145	18	speller	speller	NOUN
easat-3884	145	19	specifically	specifically	ADV
easat-3884	145	20	for	for	ADP
easat-3884	145	21	vietnamese	vietnamese	ADJ
easat-3884	145	22	patients	patient	NOUN
easat-3884	145	23	,	,	PUNCT
easat-3884	145	24	aiming	aim	VERB
easat-3884	145	25	to	to	PART
easat-3884	145	26	effectively	effectively	ADV
easat-3884	145	27	draft	draft	VERB
easat-3884	145	28	vietnamese	vietnamese	ADJ
easat-3884	145	29	text	text	NOUN
easat-3884	145	30	.	.	PUNCT
easat-3884	146	1	2.2.2	2.2.2	X
easat-3884	146	2	.	.	PUNCT
easat-3884	146	3	motor	motor	NOUN
easat-3884	146	4	imagery	imagery	NOUN
easat-3884	146	5	classification	classification	NOUN
easat-3884	146	6	in	in	ADP
easat-3884	146	7	[	[	X
easat-3884	146	8	1	1	NUM
easat-3884	146	9	]	]	PUNCT
easat-3884	146	10	,	,	PUNCT
easat-3884	146	11	the	the	DET
easat-3884	146	12	authors	author	NOUN
easat-3884	146	13	introduce	introduce	VERB
easat-3884	146	14	a	a	DET
easat-3884	146	15	novel	novel	ADJ
easat-3884	146	16	csp	csp	PROPN
easat-3884	146	17	-	-	PUNCT
easat-3884	146	18	am	am	NOUN
easat-3884	146	19	-	-	PUNCT
easat-3884	146	20	ba	ba	NOUN
easat-3884	146	21	-	-	PUNCT
easat-3884	146	22	svm	svm	ADJ
easat-3884	146	23	approach	approach	NOUN
easat-3884	146	24	that	that	PRON
easat-3884	146	25	leverages	leverage	VERB
easat-3884	146	26	bio	bio	ADJ
easat-3884	146	27	-	-	PUNCT
easat-3884	146	28	inspired	inspire	VERB
easat-3884	146	29	algorithms	algorithm	NOUN
easat-3884	146	30	for	for	ADP
easat-3884	146	31	feature	feature	NOUN
easat-3884	146	32	selection	selection	NOUN
easat-3884	146	33	and	and	CCONJ
easat-3884	146	34	classifier	classifier	NOUN
easat-3884	146	35	optimization	optimization	NOUN
easat-3884	146	36	to	to	PART
easat-3884	146	37	enhance	enhance	VERB
easat-3884	146	38	motor	motor	NOUN
easat-3884	146	39	imagery	imagery	NOUN
easat-3884	146	40	(	(	PUNCT
easat-3884	146	41	mi	mi	NOUN
easat-3884	146	42	)	)	PUNCT
easat-3884	146	43	bci	bci	PROPN
easat-3884	146	44	classification	classification	NOUN
easat-3884	146	45	accuracy	accuracy	NOUN
easat-3884	146	46	.	.	PUNCT
easat-3884	147	1	this	this	DET
easat-3884	147	2	method	method	NOUN
easat-3884	147	3	optimally	optimally	ADV
easat-3884	147	4	selects	select	VERB
easat-3884	147	5	time	time	NOUN
easat-3884	147	6	intervals	interval	NOUN
easat-3884	147	7	for	for	ADP
easat-3884	147	8	each	each	DET
easat-3884	147	9	subject	subject	NOUN
easat-3884	147	10	and	and	CCONJ
easat-3884	147	11	extracts	extract	NOUN
easat-3884	147	12	features	feature	NOUN
easat-3884	147	13	from	from	ADP
easat-3884	147	14	eeg	eeg	NOUN
easat-3884	147	15	signals	signal	NOUN
easat-3884	147	16	using	use	VERB
easat-3884	147	17	the	the	DET
easat-3884	147	18	csp	csp	PROPN
easat-3884	147	19	technique	technique	NOUN
easat-3884	147	20	,	,	PUNCT
easat-3884	147	21	extending	extend	VERB
easat-3884	147	22	binary	binary	ADJ
easat-3884	147	23	csp	csp	PROPN
easat-3884	147	24	to	to	ADP
easat-3884	147	25	multi	multi	ADJ
easat-3884	147	26	-	-	ADJ
easat-3884	147	27	class	class	ADJ
easat-3884	147	28	problems	problem	NOUN
easat-3884	147	29	through	through	ADP
easat-3884	147	30	a	a	DET
easat-3884	147	31	one	one	NUM
easat-3884	147	32	-	-	PUNCT
easat-3884	147	33	vs	vs	ADP
easat-3884	147	34	-	-	PUNCT
easat-3884	147	35	one	one	NUM
easat-3884	147	36	strategy	strategy	NOUN
easat-3884	147	37	.	.	PUNCT
easat-3884	148	1	a	a	DET
easat-3884	148	2	hybrid	hybrid	ADJ
easat-3884	148	3	attractor	attractor	NOUN
easat-3884	148	4	metagene	metagene	NOUN
easat-3884	148	5	(	(	PUNCT
easat-3884	148	6	am	am	NOUN
easat-3884	148	7	)	)	PUNCT
easat-3884	148	8	algorithm	algorithm	NOUN
easat-3884	148	9	,	,	PUNCT
easat-3884	148	10	combined	combine	VERB
easat-3884	148	11	with	with	ADP
easat-3884	148	12	the	the	DET
easat-3884	148	13	bat	bat	NOUN
easat-3884	148	14	optimization	optimization	NOUN
easat-3884	148	15	algorithm	algorithm	NOUN
easat-3884	148	16	(	(	PUNCT
easat-3884	148	17	ba	ba	PROPN
easat-3884	148	18	)	)	PUNCT
easat-3884	148	19	,	,	PUNCT
easat-3884	148	20	identifies	identify	VERB
easat-3884	148	21	the	the	DET
easat-3884	148	22	most	most	ADV
easat-3884	148	23	discriminative	discriminative	ADJ
easat-3884	148	24	csp	csp	PROPN
easat-3884	148	25	features	feature	NOUN
easat-3884	148	26	and	and	CCONJ
easat-3884	148	27	optimizes	optimize	VERB
easat-3884	148	28	support	support	NOUN
easat-3884	148	29	vector	vector	NOUN
easat-3884	148	30	machine	machine	NOUN
easat-3884	148	31	(	(	PUNCT
easat-3884	148	32	svm	svm	ADJ
easat-3884	148	33	)	)	PUNCT
easat-3884	148	34	parameters	parameter	NOUN
easat-3884	148	35	.	.	PUNCT
easat-3884	149	1	the	the	DET
easat-3884	149	2	approach	approach	NOUN
easat-3884	149	3	was	be	AUX
easat-3884	149	4	evaluated	evaluate	VERB
easat-3884	149	5	on	on	ADP
easat-3884	149	6	three	three	NUM
easat-3884	149	7	datasets	dataset	NOUN
easat-3884	149	8	,	,	PUNCT
easat-3884	149	9	achieving	achieve	VERB
easat-3884	149	10	78.55	78.55	NUM
easat-3884	149	11	%	%	NOUN
easat-3884	149	12	accuracy	accuracy	NOUN
easat-3884	149	13	and	and	CCONJ
easat-3884	149	14	a	a	DET
easat-3884	149	15	mean	mean	ADJ
easat-3884	149	16	kappa	kappa	NOUN
easat-3884	149	17	of	of	ADP
easat-3884	149	18	0.71	0.71	NUM
easat-3884	149	19	for	for	ADP
easat-3884	149	20	the	the	DET
easat-3884	149	21	bci	bci	PROPN
easat-3884	149	22	competition	competition	NOUN
easat-3884	149	23	iv	iv	NUM
easat-3884	149	24	dataset	dataset	VERB
easat-3884	149	25	2a	2a	NUM
easat-3884	149	26	,	,	PUNCT
easat-3884	149	27	86.6	86.6	NUM
easat-3884	149	28	%	%	NOUN
easat-3884	149	29	accuracy	accuracy	NOUN
easat-3884	149	30	and	and	CCONJ
easat-3884	149	31	a	a	DET
easat-3884	149	32	mean	mean	ADJ
easat-3884	149	33	kappa	kappa	NOUN
easat-3884	149	34	of	of	ADP
easat-3884	149	35	0.82	0.82	NUM
easat-3884	149	36	for	for	ADP
easat-3884	149	37	the	the	DET
easat-3884	149	38	bci	bci	PROPN
easat-3884	149	39	competition	competition	PROPN
easat-3884	149	40	iii	iii	NUM
easat-3884	149	41	dataset	dataset	PROPN
easat-3884	149	42	iiia	iiia	NOUN
easat-3884	149	43	,	,	PUNCT
easat-3884	149	44	and	and	CCONJ
easat-3884	149	45	85	85	NUM
easat-3884	149	46	%	%	NOUN
easat-3884	149	47	accuracy	accuracy	NOUN
easat-3884	149	48	for	for	ADP
easat-3884	149	49	the	the	DET
easat-3884	149	50	binary	binary	ADJ
easat-3884	149	51	class	class	NOUN
easat-3884	149	52	in	in	ADP
easat-3884	149	53	the	the	DET
easat-3884	149	54	bci	bci	PROPN
easat-3884	149	55	competition	competition	PROPN
easat-3884	149	56	iii	iii	PROPN
easat-3884	149	57	dataset	dataset	PROPN
easat-3884	149	58	iva	iva	PROPN
easat-3884	149	59	.	.	PUNCT
easat-3884	150	1	in	in	ADP
easat-3884	150	2	multi	multi	ADJ
easat-3884	150	3	-	-	ADJ
easat-3884	150	4	class	class	ADJ
easat-3884	150	5	datasets	dataset	NOUN
easat-3884	150	6	,	,	PUNCT
easat-3884	150	7	it	it	PRON
easat-3884	150	8	outperformed	outperform	VERB
easat-3884	150	9	the	the	DET
easat-3884	150	10	winners	winner	NOUN
easat-3884	150	11	of	of	ADP
easat-3884	150	12	bci	bci	PROPN
easat-3884	150	13	competition	competition	NOUN
easat-3884	150	14	iv	iv	NUM
easat-3884	150	15	2a	2a	NUM
easat-3884	150	16	,	,	PUNCT
easat-3884	150	17	and	and	CCONJ
easat-3884	150	18	bci	bci	PROPN
easat-3884	150	19	competition	competition	NOUN
easat-3884	150	20	iii	iii	PROPN
easat-3884	150	21	,	,	PUNCT
easat-3884	150	22	iiia	iiia	VERB
easat-3884	150	23	,	,	PUNCT
easat-3884	150	24	with	with	ADP
easat-3884	150	25	kappa	kappa	ADJ
easat-3884	150	26	values	value	NOUN
easat-3884	150	27	of	of	ADP
easat-3884	150	28	0.14	0.14	NUM
easat-3884	150	29	and	and	CCONJ
easat-3884	150	30	0.17	0.17	NUM
easat-3884	150	31	,	,	PUNCT
easat-3884	150	32	respectively	respectively	ADV
easat-3884	150	33	.	.	PUNCT
easat-3884	151	1	for	for	ADP
easat-3884	151	2	the	the	DET
easat-3884	151	3	binary	binary	PROPN
easat-3884	151	4	class	class	PROPN
easat-3884	151	5	bcic	bcic	PROPN
easat-3884	151	6	iii	iii	PROPN
easat-3884	151	7	,	,	PUNCT
easat-3884	151	8	iva	iva	PROPN
easat-3884	151	9	,	,	PUNCT
easat-3884	151	10	it	it	PRON
easat-3884	151	11	exceeded	exceed	VERB
easat-3884	151	12	existing	exist	VERB
easat-3884	151	13	studies	study	NOUN
easat-3884	151	14	by	by	ADP
easat-3884	151	15	approximately	approximately	ADV
easat-3884	151	16	0.5	0.5	NUM
easat-3884	151	17	%	%	NOUN
easat-3884	151	18	.	.	PUNCT
easat-3884	152	1	overall	overall	ADV
easat-3884	152	2	,	,	PUNCT
easat-3884	152	3	the	the	DET
easat-3884	152	4	csp	csp	PROPN
easat-3884	152	5	-	-	PUNCT
easat-3884	152	6	am	am	NOUN
easat-3884	152	7	-	-	PUNCT
easat-3884	152	8	ba	ba	NOUN
easat-3884	152	9	-	-	PUNCT
easat-3884	152	10	svm	svm	ADJ
easat-3884	152	11	approach	approach	NOUN
easat-3884	152	12	surpasses	surpass	VERB
easat-3884	152	13	traditional	traditional	ADJ
easat-3884	152	14	csp	csp	PROPN
easat-3884	152	15	-	-	PUNCT
easat-3884	152	16	svm	svm	ADJ
easat-3884	152	17	methods	method	NOUN
easat-3884	152	18	and	and	CCONJ
easat-3884	152	19	other	other	ADJ
easat-3884	152	20	studies	study	NOUN
easat-3884	152	21	in	in	ADP
easat-3884	152	22	the	the	DET
easat-3884	152	23	field	field	NOUN
easat-3884	152	24	.	.	PUNCT
easat-3884	153	1	the	the	DET
easat-3884	153	2	research	research	NOUN
easat-3884	153	3	in	in	ADP
easat-3884	153	4	[	[	X
easat-3884	153	5	2	2	NUM
easat-3884	153	6	]	]	PUNCT
easat-3884	153	7	investigates	investigate	VERB
easat-3884	153	8	motor	motor	NOUN
easat-3884	153	9	imagery	imagery	NOUN
easat-3884	153	10	classification	classification	NOUN
easat-3884	153	11	in	in	ADP
easat-3884	153	12	brain	brain	NOUN
easat-3884	153	13	-	-	PUNCT
easat-3884	153	14	computer	computer	NOUN
easat-3884	153	15	interfaces	interface	NOUN
easat-3884	153	16	(	(	PUNCT
easat-3884	153	17	bcis	bcis	ADV
easat-3884	153	18	)	)	PUNCT
easat-3884	153	19	using	use	VERB
easat-3884	153	20	machine	machine	NOUN
easat-3884	153	21	learning	learn	VERB
easat-3884	153	22	classifiers	classifier	NOUN
easat-3884	153	23	.	.	PUNCT
easat-3884	154	1	the	the	DET
easat-3884	154	2	bci	bci	PROPN
easat-3884	154	3	process	process	NOUN
easat-3884	154	4	involves	involve	VERB
easat-3884	154	5	two	two	NUM
easat-3884	154	6	main	main	ADJ
easat-3884	154	7	steps	step	NOUN
easat-3884	154	8	:	:	PUNCT
easat-3884	154	9	feature	feature	NOUN
easat-3884	154	10	extraction	extraction	NOUN
easat-3884	154	11	and	and	CCONJ
easat-3884	154	12	classification	classification	NOUN
easat-3884	154	13	.	.	PUNCT
easat-3884	155	1	fast	fast	ADJ
easat-3884	155	2	fourier	fourier	NOUN
easat-3884	155	3	transform	transform	NOUN
easat-3884	155	4	(	(	PUNCT
easat-3884	155	5	fft	fft	NOUN
easat-3884	155	6	)	)	PUNCT
easat-3884	155	7	features	feature	NOUN
easat-3884	155	8	are	be	AUX
easat-3884	155	9	derived	derive	VERB
easat-3884	155	10	from	from	ADP
easat-3884	155	11	eeg	eeg	NOUN
easat-3884	155	12	signals	signal	NOUN
easat-3884	155	13	to	to	PART
easat-3884	155	14	convert	convert	VERB
easat-3884	155	15	them	they	PRON
easat-3884	155	16	into	into	ADP
easat-3884	155	17	the	the	DET
easat-3884	155	18	frequency	frequency	NOUN
easat-3884	155	19	domain	domain	NOUN
easat-3884	155	20	.	.	PUNCT
easat-3884	156	1	to	to	PART
easat-3884	156	2	manage	manage	VERB
easat-3884	156	3	the	the	DET
easat-3884	156	4	high	high	ADJ
easat-3884	156	5	dimensionality	dimensionality	NOUN
easat-3884	156	6	of	of	ADP
easat-3884	156	7	the	the	DET
easat-3884	156	8	data	datum	NOUN
easat-3884	156	9	,	,	PUNCT
easat-3884	156	10	lda	lda	PROPN
easat-3884	156	11	is	be	AUX
easat-3884	156	12	employed	employ	VERB
easat-3884	156	13	to	to	PART
easat-3884	156	14	enhance	enhance	VERB
easat-3884	156	15	class	class	NOUN
easat-3884	156	16	separability	separability	NOUN
easat-3884	156	17	.	.	PUNCT
easat-3884	157	1	the	the	DET
easat-3884	157	2	study	study	NOUN
easat-3884	157	3	evaluates	evaluate	VERB
easat-3884	157	4	five	five	NUM
easat-3884	157	5	classifiers	classifier	NOUN
easat-3884	157	6	:	:	PUNCT
easat-3884	157	7	svm	svm	PROPN
easat-3884	157	8	,	,	PUNCT
easat-3884	157	9	k	k	ADJ
easat-3884	157	10	-	-	PUNCT
easat-3884	157	11	nearest	near	ADJ
easat-3884	157	12	neighbors	neighbor	NOUN
easat-3884	157	13	(	(	PUNCT
easat-3884	157	14	knn	knn	PROPN
easat-3884	157	15	)	)	PUNCT
easat-3884	157	16	,	,	PUNCT
easat-3884	157	17	naïve	naïve	ADJ
easat-3884	157	18	bayes	bayes	NOUN
easat-3884	157	19	,	,	PUNCT
easat-3884	157	20	decision	decision	NOUN
easat-3884	157	21	tree	tree	NOUN
easat-3884	157	22	,	,	PUNCT
easat-3884	157	23	and	and	CCONJ
easat-3884	157	24	logistic	logistic	ADJ
easat-3884	157	25	regression	regression	NOUN
easat-3884	157	26	,	,	PUNCT
easat-3884	157	27	using	use	VERB
easat-3884	157	28	dataset	dataset	NOUN
easat-3884	157	29	1	1	NUM
easat-3884	157	30	from	from	ADP
easat-3884	157	31	bci	bci	PROPN
easat-3884	157	32	competition	competition	NOUN
easat-3884	157	33	iv	iv	NOUN
easat-3884	157	34	,	,	PUNCT
easat-3884	157	35	which	which	PRON
easat-3884	157	36	contains	contain	VERB
easat-3884	157	37	eeg	eeg	NOUN
easat-3884	157	38	data	datum	NOUN
easat-3884	157	39	from	from	ADP
easat-3884	157	40	imagined	imagined	ADJ
easat-3884	157	41	hand	hand	NOUN
easat-3884	157	42	and	and	CCONJ
easat-3884	157	43	foot	foot	NOUN
easat-3884	157	44	movements	movement	NOUN
easat-3884	157	45	.	.	PUNCT
easat-3884	158	1	the	the	DET
easat-3884	158	2	svm	svm	PROPN
easat-3884	158	3	,	,	PUNCT
easat-3884	158	4	logistic	logistic	ADJ
easat-3884	158	5	regression	regression	NOUN
easat-3884	158	6	,	,	PUNCT
easat-3884	158	7	and	and	CCONJ
easat-3884	158	8	naïve	naïve	ADJ
easat-3884	158	9	bayes	bayes	PROPN
easat-3884	158	10	classifiers	classifier	NOUN
easat-3884	158	11	achieved	achieve	VERB
easat-3884	158	12	the	the	DET
easat-3884	158	13	highest	high	ADJ
easat-3884	158	14	accuracy	accuracy	NOUN
easat-3884	158	15	,	,	PUNCT
easat-3884	158	16	with	with	ADP
easat-3884	158	17	an	an	DET
easat-3884	158	18	area	area	NOUN
easat-3884	158	19	under	under	ADP
easat-3884	158	20	the	the	DET
easat-3884	158	21	curve	curve	NOUN
easat-3884	158	22	(	(	PUNCT
easat-3884	158	23	auc	auc	NOUN
easat-3884	158	24	)	)	PUNCT
easat-3884	158	25	of	of	ADP
easat-3884	158	26	89.09	89.09	NUM
easat-3884	158	27	%	%	NOUN
easat-3884	158	28	.	.	PUNCT
easat-3884	159	1	the	the	DET
easat-3884	159	2	authors	author	NOUN
easat-3884	159	3	in	in	ADP
easat-3884	159	4	[	[	X
easat-3884	159	5	3	3	NUM
easat-3884	159	6	]	]	PUNCT
easat-3884	159	7	present	present	ADJ
easat-3884	159	8	a	a	DET
easat-3884	159	9	focused	focused	ADJ
easat-3884	159	10	survey	survey	NOUN
easat-3884	159	11	on	on	ADP
easat-3884	159	12	various	various	ADJ
easat-3884	159	13	machine	machine	NOUN
easat-3884	159	14	learning	learning	NOUN
easat-3884	159	15	(	(	PUNCT
easat-3884	159	16	ml	ml	NOUN
easat-3884	159	17	)	)	PUNCT
easat-3884	159	18	and	and	CCONJ
easat-3884	159	19	deep	deep	ADJ
easat-3884	159	20	learning	learning	NOUN
easat-3884	159	21	(	(	PUNCT
easat-3884	159	22	dl	dl	NOUN
easat-3884	159	23	)	)	PUNCT
easat-3884	159	24	techniques	technique	NOUN
easat-3884	159	25	applied	apply	VERB
easat-3884	159	26	in	in	ADP
easat-3884	159	27	eeg	eeg	NOUN
easat-3884	159	28	-	-	PUNCT
easat-3884	159	29	based	base	VERB
easat-3884	159	30	bcis	bcis	NOUN
easat-3884	159	31	,	,	PUNCT
easat-3884	159	32	specifically	specifically	ADV
easat-3884	159	33	examining	examine	VERB
easat-3884	159	34	three	three	NUM
easat-3884	159	35	eeg	eeg	NOUN
easat-3884	159	36	paradigms	paradigm	NOUN
easat-3884	159	37	:	:	PUNCT
easat-3884	159	38	motor	motor	NOUN
easat-3884	159	39	imagery	imagery	NOUN
easat-3884	159	40	,	,	PUNCT
easat-3884	159	41	p300	p300	NUM
easat-3884	159	42	,	,	PUNCT
easat-3884	159	43	and	and	CCONJ
easat-3884	159	44	steady	steady	ADJ
easat-3884	159	45	-	-	PUNCT
easat-3884	159	46	state	state	NOUN
easat-3884	159	47	evoked	evoke	VERB
easat-3884	159	48	potential	potential	NOUN
easat-3884	159	49	.	.	PUNCT
easat-3884	160	1	they	they	PRON
easat-3884	160	2	also	also	ADV
easat-3884	160	3	address	address	VERB
easat-3884	160	4	challenges	challenge	NOUN
easat-3884	160	5	faced	face	VERB
easat-3884	160	6	by	by	ADP
easat-3884	160	7	current	current	ADJ
easat-3884	160	8	eegbased	eegbase	VERB
easat-3884	160	9	bci	bci	PROPN
easat-3884	160	10	systems	system	NOUN
easat-3884	160	11	related	relate	VERB
easat-3884	160	12	to	to	PART
easat-3884	160	13	signal	signal	VERB
easat-3884	160	14	processing	processing	NOUN
easat-3884	160	15	,	,	PUNCT
easat-3884	160	16	functionality	functionality	NOUN
easat-3884	160	17	,	,	PUNCT
easat-3884	160	18	performance	performance	NOUN
easat-3884	160	19	assessment	assessment	NOUN
easat-3884	160	20	,	,	PUNCT
easat-3884	160	21	and	and	CCONJ
easat-3884	160	22	commercialization	commercialization	NOUN
easat-3884	160	23	.	.	PUNCT
easat-3884	161	1	eeg	eeg	NOUN
easat-3884	161	2	is	be	AUX
easat-3884	161	3	widely	widely	ADV
easat-3884	161	4	used	use	VERB
easat-3884	161	5	due	due	ADP
easat-3884	161	6	to	to	ADP
easat-3884	161	7	its	its	PRON
easat-3884	161	8	simplicity	simplicity	NOUN
easat-3884	161	9	and	and	CCONJ
easat-3884	161	10	non	non	ADJ
easat-3884	161	11	-	-	ADJ
easat-3884	161	12	invasiveness	invasiveness	ADJ
easat-3884	161	13	.	.	PUNCT
easat-3884	162	1	the	the	DET
easat-3884	162	2	assessment	assessment	NOUN
easat-3884	162	3	of	of	ADP
easat-3884	162	4	an	an	DET
easat-3884	162	5	eeg	eeg	NOUN
easat-3884	162	6	-	-	PUNCT
easat-3884	162	7	based	base	VERB
easat-3884	162	8	bci	bci	NOUN
easat-3884	162	9	system	system	NOUN
easat-3884	162	10	primarily	primarily	ADV
easat-3884	162	11	involves	involve	VERB
easat-3884	162	12	classifying	classify	VERB
easat-3884	162	13	eeg	eeg	NOUN
easat-3884	162	14	signals	signal	NOUN
easat-3884	162	15	for	for	ADP
easat-3884	162	16	specific	specific	ADJ
easat-3884	162	17	applications	application	NOUN
easat-3884	162	18	.	.	PUNCT
easat-3884	163	1	the	the	DET
easat-3884	163	2	rise	rise	NOUN
easat-3884	163	3	of	of	ADP
easat-3884	163	4	artificial	artificial	ADJ
easat-3884	163	5	intelligence	intelligence	NOUN
easat-3884	163	6	has	have	AUX
easat-3884	163	7	led	lead	VERB
easat-3884	163	8	researchers	researcher	NOUN
easat-3884	163	9	to	to	PART
easat-3884	163	10	adopt	adopt	VERB
easat-3884	163	11	ml	ml	INTJ
easat-3884	163	12	and	and	CCONJ
easat-3884	163	13	dl	dl	X
easat-3884	163	14	techniques	technique	NOUN
easat-3884	163	15	for	for	ADP
easat-3884	163	16	classifying	classify	VERB
easat-3884	163	17	eeg	eeg	NOUN
easat-3884	163	18	data	datum	NOUN
easat-3884	163	19	,	,	PUNCT
easat-3884	163	20	enabling	enable	VERB
easat-3884	163	21	bcis	bcis	NOUN
easat-3884	163	22	to	to	PART
easat-3884	163	23	learn	learn	VERB
easat-3884	163	24	from	from	ADP
easat-3884	163	25	each	each	DET
easat-3884	163	26	session	session	NOUN
easat-3884	163	27	and	and	CCONJ
easat-3884	163	28	adapt	adapt	VERB
easat-3884	163	29	classification	classification	NOUN
easat-3884	163	30	rules	rule	NOUN
easat-3884	163	31	to	to	PART
easat-3884	163	32	enhance	enhance	VERB
easat-3884	163	33	system	system	NOUN
easat-3884	163	34	efficiency	efficiency	NOUN
easat-3884	163	35	.	.	PUNCT
easat-3884	164	1	the	the	DET
easat-3884	164	2	8880	8880	NUM
easat-3884	164	3	edelweiss	edelweiss	PROPN
easat-3884	164	4	applied	apply	VERB
easat-3884	164	5	science	science	NOUN
easat-3884	164	6	and	and	CCONJ
easat-3884	164	7	technology	technology	NOUN
easat-3884	164	8	issn	issn	PROPN
easat-3884	164	9	:	:	PUNCT
easat-3884	164	10	2576	2576	NUM
easat-3884	164	11	-	-	SYM
easat-3884	164	12	8484	8484	NUM
easat-3884	164	13	vol	vol	NOUN
easat-3884	164	14	.	.	PROPN
easat-3884	165	1	8	8	NUM
easat-3884	165	2	,	,	PUNCT
easat-3884	165	3	no	no	INTJ
easat-3884	165	4	.	.	NOUN
easat-3884	165	5	6	6	NUM
easat-3884	165	6	:	:	SYM
easat-3884	165	7	8873	8873	NUM
easat-3884	165	8	-	-	SYM
easat-3884	165	9	8891	8891	NUM
easat-3884	165	10	,	,	PUNCT
easat-3884	165	11	2024	2024	NUM
easat-3884	165	12	doi	doi	NOUN
easat-3884	165	13	:	:	PUNCT
easat-3884	165	14	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	165	15	©	©	PROPN
easat-3884	165	16	2024	2024	NUM
easat-3884	165	17	by	by	ADP
easat-3884	165	18	the	the	DET
easat-3884	165	19	authors	author	NOUN
easat-3884	165	20	;	;	PUNCT
easat-3884	165	21	licensee	licensee	PROPN
easat-3884	165	22	learning	learn	VERB
easat-3884	165	23	gate	gate	NOUN
easat-3884	165	24	authors	author	NOUN
easat-3884	165	25	aim	aim	VERB
easat-3884	165	26	to	to	PART
easat-3884	165	27	provide	provide	VERB
easat-3884	165	28	insights	insight	NOUN
easat-3884	165	29	that	that	PRON
easat-3884	165	30	will	will	AUX
easat-3884	165	31	assist	assist	VERB
easat-3884	165	32	in	in	ADP
easat-3884	165	33	selecting	select	VERB
easat-3884	165	34	suitable	suitable	ADJ
easat-3884	165	35	machine	machine	NOUN
easat-3884	165	36	learning	learn	VERB
easat-3884	165	37	techniques	technique	NOUN
easat-3884	165	38	and	and	CCONJ
easat-3884	165	39	serve	serve	VERB
easat-3884	165	40	as	as	ADP
easat-3884	165	41	a	a	DET
easat-3884	165	42	foundation	foundation	NOUN
easat-3884	165	43	for	for	ADP
easat-3884	165	44	future	future	ADJ
easat-3884	165	45	bci	bci	PROPN
easat-3884	165	46	research	research	NOUN
easat-3884	165	47	.	.	PUNCT
easat-3884	166	1	recognizing	recognize	VERB
easat-3884	166	2	that	that	SCONJ
easat-3884	166	3	effective	effective	ADJ
easat-3884	166	4	rehabilitation	rehabilitation	NOUN
easat-3884	166	5	training	training	NOUN
easat-3884	166	6	depends	depend	VERB
easat-3884	166	7	on	on	ADP
easat-3884	166	8	accurate	accurate	ADJ
easat-3884	166	9	feedback	feedback	NOUN
easat-3884	166	10	,	,	PUNCT
easat-3884	166	11	the	the	DET
easat-3884	166	12	authors	author	NOUN
easat-3884	166	13	in	in	ADP
easat-3884	166	14	[	[	X
easat-3884	166	15	4	4	NUM
easat-3884	166	16	]	]	PUNCT
easat-3884	166	17	reviewed	review	VERB
easat-3884	166	18	literature	literature	NOUN
easat-3884	166	19	on	on	ADP
easat-3884	166	20	current	current	ADJ
easat-3884	166	21	and	and	CCONJ
easat-3884	166	22	past	past	ADJ
easat-3884	166	23	eeg	eeg	NOUN
easat-3884	166	24	-	-	PUNCT
easat-3884	166	25	based	base	VERB
easat-3884	166	26	bci	bci	ADJ
easat-3884	166	27	frameworks	framework	NOUN
easat-3884	166	28	that	that	PRON
easat-3884	166	29	report	report	VERB
easat-3884	166	30	online	online	ADJ
easat-3884	166	31	classification	classification	NOUN
easat-3884	166	32	of	of	ADP
easat-3884	166	33	upper	upper	ADJ
easat-3884	166	34	limb	limb	NOUN
easat-3884	166	35	movements	movement	NOUN
easat-3884	166	36	in	in	ADP
easat-3884	166	37	both	both	CCONJ
easat-3884	166	38	healthy	healthy	ADJ
easat-3884	166	39	individuals	individual	NOUN
easat-3884	166	40	and	and	CCONJ
easat-3884	166	41	stroke	stroke	NOUN
easat-3884	166	42	patients	patient	NOUN
easat-3884	166	43	.	.	PUNCT
easat-3884	167	1	they	they	PRON
easat-3884	167	2	found	find	VERB
easat-3884	167	3	that	that	SCONJ
easat-3884	167	4	recent	recent	ADJ
easat-3884	167	5	deep	deep	ADJ
easat-3884	167	6	learning	learning	NOUN
easat-3884	167	7	methods	method	NOUN
easat-3884	167	8	do	do	AUX
easat-3884	167	9	not	not	PART
easat-3884	167	10	outperform	outperform	VERB
easat-3884	167	11	traditional	traditional	ADJ
easat-3884	167	12	machine	machine	NOUN
easat-3884	167	13	learning	learning	NOUN
easat-3884	167	14	algorithms	algorithm	NOUN
easat-3884	167	15	,	,	PUNCT
easat-3884	167	16	with	with	ADP
easat-3884	167	17	similar	similar	ADJ
easat-3884	167	18	accuracy	accuracy	NOUN
easat-3884	167	19	observed	observe	VERB
easat-3884	167	20	for	for	ADP
easat-3884	167	21	both	both	CCONJ
easat-3884	167	22	patient	patient	ADJ
easat-3884	167	23	and	and	CCONJ
easat-3884	167	24	healthy	healthy	ADJ
easat-3884	167	25	subject	subject	NOUN
easat-3884	167	26	classifications	classification	NOUN
easat-3884	167	27	.	.	PUNCT
easat-3884	168	1	notably	notably	ADV
easat-3884	168	2	,	,	PUNCT
easat-3884	168	3	functional	functional	ADJ
easat-3884	168	4	electrical	electrical	ADJ
easat-3884	168	5	stimulation	stimulation	NOUN
easat-3884	168	6	(	(	PUNCT
easat-3884	168	7	fes	fes	NOUN
easat-3884	168	8	)	)	PUNCT
easat-3884	168	9	systems	system	NOUN
easat-3884	168	10	demonstrated	demonstrate	VERB
easat-3884	168	11	superior	superior	ADJ
easat-3884	168	12	performance	performance	NOUN
easat-3884	168	13	compared	compare	VERB
easat-3884	168	14	to	to	ADP
easat-3884	168	15	non	non	ADJ
easat-3884	168	16	-	-	ADJ
easat-3884	168	17	fes	fes	ADJ
easat-3884	168	18	systems	system	NOUN
easat-3884	168	19	.	.	PUNCT
easat-3884	169	1	the	the	DET
easat-3884	169	2	authors	author	NOUN
easat-3884	169	3	in	in	ADP
easat-3884	169	4	[	[	X
easat-3884	169	5	5	5	NUM
easat-3884	169	6	]	]	X
easat-3884	169	7	propose	propose	VERB
easat-3884	169	8	a	a	DET
easat-3884	169	9	novel	novel	ADJ
easat-3884	169	10	approach	approach	NOUN
easat-3884	169	11	that	that	PRON
easat-3884	169	12	combines	combine	VERB
easat-3884	169	13	multivariate	multivariate	NOUN
easat-3884	169	14	iterative	iterative	NOUN
easat-3884	169	15	filtering	filtering	NOUN
easat-3884	169	16	(	(	PUNCT
easat-3884	169	17	mif	mif	PROPN
easat-3884	169	18	)	)	PUNCT
easat-3884	169	19	with	with	ADP
easat-3884	169	20	csp	csp	PROPN
easat-3884	169	21	(	(	PUNCT
easat-3884	169	22	mifcsp	mifcsp	PROPN
easat-3884	169	23	)	)	PUNCT
easat-3884	169	24	to	to	PART
easat-3884	169	25	automatically	automatically	ADV
easat-3884	169	26	select	select	VERB
easat-3884	169	27	optimal	optimal	ADJ
easat-3884	169	28	frequency	frequency	NOUN
easat-3884	169	29	bands	band	NOUN
easat-3884	169	30	for	for	ADP
easat-3884	169	31	discriminant	discriminant	ADJ
easat-3884	169	32	feature	feature	NOUN
easat-3884	169	33	extraction	extraction	NOUN
easat-3884	169	34	.	.	PUNCT
easat-3884	170	1	mif	mif	PROPN
easat-3884	170	2	decomposes	decompose	VERB
easat-3884	170	3	eeg	eeg	NOUN
easat-3884	170	4	signals	signal	NOUN
easat-3884	170	5	into	into	ADP
easat-3884	170	6	multivariate	multivariate	NOUN
easat-3884	170	7	intrinsic	intrinsic	ADJ
easat-3884	170	8	mode	mode	NOUN
easat-3884	170	9	functions	function	NOUN
easat-3884	170	10	,	,	PUNCT
easat-3884	170	11	from	from	ADP
easat-3884	170	12	which	which	PRON
easat-3884	170	13	features	feature	NOUN
easat-3884	170	14	are	be	AUX
easat-3884	170	15	extracted	extract	VERB
easat-3884	170	16	using	use	VERB
easat-3884	170	17	csp	csp	PROPN
easat-3884	170	18	.	.	PUNCT
easat-3884	171	1	this	this	DET
easat-3884	171	2	method	method	NOUN
easat-3884	171	3	aims	aim	VERB
easat-3884	171	4	to	to	PART
easat-3884	171	5	identify	identify	VERB
easat-3884	171	6	the	the	DET
easat-3884	171	7	minimum	minimum	ADJ
easat-3884	171	8	number	number	NOUN
easat-3884	171	9	of	of	ADP
easat-3884	171	10	significant	significant	ADJ
easat-3884	171	11	features	feature	NOUN
easat-3884	171	12	that	that	PRON
easat-3884	171	13	achieve	achieve	VERB
easat-3884	171	14	the	the	DET
easat-3884	171	15	highest	high	ADJ
easat-3884	171	16	classification	classification	NOUN
easat-3884	171	17	accuracy	accuracy	NOUN
easat-3884	171	18	,	,	PUNCT
easat-3884	171	19	subsequently	subsequently	ADV
easat-3884	171	20	using	use	VERB
easat-3884	171	21	a	a	DET
easat-3884	171	22	lda	lda	PROPN
easat-3884	171	23	classifier	classifier	NOUN
easat-3884	171	24	for	for	ADP
easat-3884	171	25	task	task	NOUN
easat-3884	171	26	classification	classification	NOUN
easat-3884	171	27	.	.	PUNCT
easat-3884	172	1	experimental	experimental	ADJ
easat-3884	172	2	results	result	NOUN
easat-3884	172	3	from	from	ADP
easat-3884	172	4	the	the	DET
easat-3884	172	5	bci	bci	PROPN
easat-3884	172	6	competition	competition	NOUN
easat-3884	172	7	iv	iv	NUM
easat-3884	172	8	dataset	dataset	VERB
easat-3884	172	9	2a	2a	NUM
easat-3884	172	10	and	and	CCONJ
easat-3884	172	11	bci	bci	PROPN
easat-3884	172	12	competition	competition	NOUN
easat-3884	172	13	iiiiiia	iiiiiia	AUX
easat-3884	172	14	show	show	VERB
easat-3884	172	15	that	that	SCONJ
easat-3884	172	16	mifcsp	mifcsp	NOUN
easat-3884	172	17	achieves	achieve	VERB
easat-3884	172	18	average	average	ADJ
easat-3884	172	19	accuracies	accuracy	NOUN
easat-3884	172	20	of	of	ADP
easat-3884	172	21	83.18	83.18	NUM
easat-3884	172	22	%	%	NOUN
easat-3884	172	23	and	and	CCONJ
easat-3884	172	24	84.44	84.44	NUM
easat-3884	172	25	%	%	NOUN
easat-3884	172	26	for	for	ADP
easat-3884	172	27	left	left	ADJ
easat-3884	172	28	-	-	PUNCT
easat-3884	172	29	hand	hand	NOUN
easat-3884	172	30	versus	versus	ADP
easat-3884	172	31	righthand	righthand	NOUN
easat-3884	172	32	mi	mi	PROPN
easat-3884	172	33	classification	classification	PROPN
easat-3884	172	34	,	,	PUNCT
easat-3884	172	35	respectively	respectively	ADV
easat-3884	172	36	,	,	PUNCT
easat-3884	172	37	indicating	indicate	VERB
easat-3884	172	38	its	its	PRON
easat-3884	172	39	potential	potential	NOUN
easat-3884	172	40	as	as	ADP
easat-3884	172	41	a	a	DET
easat-3884	172	42	promising	promising	ADJ
easat-3884	172	43	approach	approach	NOUN
easat-3884	172	44	for	for	ADP
easat-3884	172	45	mi	mi	PROPN
easat-3884	172	46	bci	bci	PROPN
easat-3884	172	47	applications	application	NOUN
easat-3884	172	48	.	.	PUNCT
easat-3884	173	1	mahbod	mahbod	ADJ
easat-3884	173	2	n.	n.	PROPN
easat-3884	173	3	et.al	et.al	PROPN
easat-3884	173	4	.	.	PUNCT
easat-3884	174	1	6	6	NUM
easat-3884	174	2	]	]	PUNCT
easat-3884	174	3	introduces	introduce	VERB
easat-3884	174	4	a	a	DET
easat-3884	174	5	novel	novel	ADJ
easat-3884	174	6	subject	subject	NOUN
easat-3884	174	7	-	-	PUNCT
easat-3884	174	8	independent	independent	ADJ
easat-3884	174	9	(	(	PUNCT
easat-3884	174	10	si	si	ADJ
easat-3884	174	11	)	)	PUNCT
easat-3884	174	12	bci	bci	PROPN
easat-3884	174	13	framework	framework	NOUN
easat-3884	174	14	called	call	VERB
easat-3884	174	15	ccspnet	ccspnet	NOUN
easat-3884	174	16	(	(	PUNCT
easat-3884	174	17	convolutional	convolutional	ADJ
easat-3884	174	18	common	common	ADJ
easat-3884	174	19	spatial	spatial	ADJ
easat-3884	174	20	pattern	pattern	NOUN
easat-3884	174	21	network	network	NOUN
easat-3884	174	22	)	)	PUNCT
easat-3884	174	23	,	,	PUNCT
easat-3884	174	24	trained	train	VERB
easat-3884	174	25	on	on	ADP
easat-3884	174	26	a	a	DET
easat-3884	174	27	large	large	ADJ
easat-3884	174	28	-	-	PUNCT
easat-3884	174	29	scale	scale	NOUN
easat-3884	174	30	eeg	eeg	NOUN
easat-3884	174	31	database	database	NOUN
easat-3884	174	32	consisting	consist	VERB
easat-3884	174	33	of	of	ADP
easat-3884	174	34	400	400	NUM
easat-3884	174	35	trials	trial	NOUN
easat-3884	174	36	from	from	ADP
easat-3884	174	37	54	54	NUM
easat-3884	174	38	subjects	subject	NOUN
easat-3884	174	39	performing	perform	VERB
easat-3884	174	40	two	two	NUM
easat-3884	174	41	-	-	PUNCT
easat-3884	174	42	class	class	NOUN
easat-3884	174	43	hand	hand	NOUN
easat-3884	174	44	movement	movement	NOUN
easat-3884	174	45	mi	mi	PROPN
easat-3884	174	46	tasks	task	NOUN
easat-3884	174	47	.	.	PUNCT
easat-3884	175	1	the	the	DET
easat-3884	175	2	framework	framework	NOUN
easat-3884	175	3	employs	employ	VERB
easat-3884	175	4	a	a	DET
easat-3884	175	5	wavelet	wavelet	NOUN
easat-3884	175	6	kernel	kernel	PROPN
easat-3884	175	7	convolutional	convolutional	ADJ
easat-3884	175	8	neural	neural	ADJ
easat-3884	175	9	network	network	NOUN
easat-3884	175	10	(	(	PUNCT
easat-3884	175	11	wkcnn	wkcnn	PROPN
easat-3884	175	12	)	)	PUNCT
easat-3884	175	13	and	and	CCONJ
easat-3884	175	14	a	a	DET
easat-3884	175	15	temporal	temporal	ADJ
easat-3884	175	16	convolutional	convolutional	ADJ
easat-3884	175	17	neural	neural	ADJ
easat-3884	175	18	network	network	NOUN
easat-3884	175	19	(	(	PUNCT
easat-3884	175	20	tcnn	tcnn	PROPN
easat-3884	175	21	)	)	PUNCT
easat-3884	175	22	to	to	PART
easat-3884	175	23	extract	extract	VERB
easat-3884	175	24	spectral	spectral	ADJ
easat-3884	175	25	features	feature	NOUN
easat-3884	175	26	from	from	ADP
easat-3884	175	27	eeg	eeg	NOUN
easat-3884	175	28	signals	signal	NOUN
easat-3884	175	29	.	.	PUNCT
easat-3884	176	1	a	a	DET
easat-3884	176	2	csp	csp	PROPN
easat-3884	176	3	algorithm	algorithm	PROPN
easat-3884	176	4	is	be	AUX
easat-3884	176	5	used	use	VERB
easat-3884	176	6	for	for	ADP
easat-3884	176	7	spatial	spatial	ADJ
easat-3884	176	8	feature	feature	NOUN
easat-3884	176	9	extraction	extraction	NOUN
easat-3884	176	10	,	,	PUNCT
easat-3884	176	11	followed	follow	VERB
easat-3884	176	12	by	by	ADP
easat-3884	176	13	feature	feature	NOUN
easat-3884	176	14	reduction	reduction	NOUN
easat-3884	176	15	via	via	ADP
easat-3884	176	16	a	a	DET
easat-3884	176	17	dense	dense	ADJ
easat-3884	176	18	neural	neural	ADJ
easat-3884	176	19	network	network	NOUN
easat-3884	176	20	.	.	PUNCT
easat-3884	177	1	the	the	DET
easat-3884	177	2	final	final	ADJ
easat-3884	177	3	class	class	NOUN
easat-3884	177	4	label	label	NOUN
easat-3884	177	5	is	be	AUX
easat-3884	177	6	determined	determine	VERB
easat-3884	177	7	using	use	VERB
easat-3884	177	8	an	an	DET
easat-3884	177	9	lda	lda	PROPN
easat-3884	177	10	classifier	classifier	NOUN
easat-3884	177	11	.	.	PUNCT
easat-3884	178	1	evaluation	evaluation	NOUN
easat-3884	178	2	results	result	NOUN
easat-3884	178	3	indicate	indicate	VERB
easat-3884	178	4	that	that	SCONJ
easat-3884	178	5	ccspnet	ccspnet	NOUN
easat-3884	178	6	achieves	achieve	VERB
easat-3884	178	7	competitive	competitive	ADJ
easat-3884	178	8	bci	bci	ADJ
easat-3884	178	9	performance	performance	NOUN
easat-3884	178	10	,	,	PUNCT
easat-3884	178	11	rivaling	rival	VERB
easat-3884	178	12	both	both	CCONJ
easat-3884	178	13	subject	subject	NOUN
easat-3884	178	14	-	-	PUNCT
easat-3884	178	15	dependent	dependent	ADJ
easat-3884	178	16	(	(	PUNCT
easat-3884	178	17	sd	sd	NOUN
easat-3884	178	18	)	)	PUNCT
easat-3884	178	19	and	and	CCONJ
easat-3884	178	20	si	si	PROPN
easat-3884	178	21	state	state	NOUN
easat-3884	178	22	-	-	PUNCT
easat-3884	178	23	of	of	ADP
easat-3884	178	24	-	-	PUNCT
easat-3884	178	25	the	the	DET
easat-3884	178	26	-	-	PUNCT
easat-3884	178	27	art	art	NOUN
easat-3884	178	28	models	model	NOUN
easat-3884	178	29	,	,	PUNCT
easat-3884	178	30	thus	thus	ADV
easat-3884	178	31	proving	prove	VERB
easat-3884	178	32	its	its	PRON
easat-3884	178	33	effectiveness	effectiveness	NOUN
easat-3884	178	34	and	and	CCONJ
easat-3884	178	35	efficiency	efficiency	NOUN
easat-3884	178	36	.	.	PUNCT
easat-3884	179	1	3	3	X
easat-3884	179	2	.	.	X
easat-3884	179	3	motor	motor	NOUN
easat-3884	179	4	imagery	imagery	NOUN
easat-3884	179	5	classification	classification	NOUN
easat-3884	179	6	3.1	3.1	NUM
easat-3884	179	7	.	.	PUNCT
easat-3884	180	1	datasets	dataset	NOUN
easat-3884	180	2	3.1.1	3.1.1	NUM
easat-3884	180	3	.	.	PUNCT
easat-3884	181	1	bci	bci	PROPN
easat-3884	181	2	competition	competition	NOUN
easat-3884	181	3	iv-2a	iv-2a	NOUN
easat-3884	181	4	dataset	dataset	VERB
easat-3884	181	5	bci	bci	NOUN
easat-3884	181	6	competition	competition	NOUN
easat-3884	181	7	iv-2a	iv-2a	NOUN
easat-3884	181	8	dataset	dataset	VERB
easat-3884	181	9	[	[	X
easat-3884	181	10	14	14	NUM
easat-3884	181	11	]	]	PUNCT
easat-3884	181	12	contains	contain	VERB
easat-3884	181	13	brain	brain	NOUN
easat-3884	181	14	signals	signal	NOUN
easat-3884	181	15	from	from	ADP
easat-3884	181	16	9	9	NUM
easat-3884	181	17	subjects	subject	NOUN
easat-3884	181	18	,	,	PUNCT
easat-3884	181	19	who	who	PRON
easat-3884	181	20	participated	participate	VERB
easat-3884	181	21	in	in	ADP
easat-3884	181	22	a	a	DET
easat-3884	181	23	total	total	NOUN
easat-3884	181	24	of	of	ADP
easat-3884	181	25	4	4	NUM
easat-3884	181	26	mi	mi	NOUN
easat-3884	181	27	tasks	task	NOUN
easat-3884	181	28	:	:	PUNCT
easat-3884	181	29	left	leave	VERB
easat-3884	181	30	hand	hand	NOUN
easat-3884	181	31	,	,	PUNCT
easat-3884	181	32	right	right	ADJ
easat-3884	181	33	hand	hand	NOUN
easat-3884	181	34	,	,	PUNCT
easat-3884	181	35	feet	foot	NOUN
easat-3884	181	36	,	,	PUNCT
easat-3884	181	37	and	and	CCONJ
easat-3884	181	38	tongue	tongue	NOUN
easat-3884	181	39	.	.	PUNCT
easat-3884	182	1	each	each	DET
easat-3884	182	2	subject	subject	NOUN
easat-3884	182	3	attended	attend	VERB
easat-3884	182	4	two	two	NUM
easat-3884	182	5	sessions	session	NOUN
easat-3884	182	6	on	on	ADP
easat-3884	182	7	different	different	ADJ
easat-3884	182	8	days	day	NOUN
easat-3884	182	9	,	,	PUNCT
easat-3884	182	10	labeled	label	VERB
easat-3884	182	11	as	as	ADP
easat-3884	182	12	training	training	NOUN
easat-3884	182	13	(	(	PUNCT
easat-3884	182	14	t	t	NOUN
easat-3884	182	15	)	)	PUNCT
easat-3884	182	16	and	and	CCONJ
easat-3884	182	17	evaluation	evaluation	NOUN
easat-3884	182	18	(	(	PUNCT
easat-3884	182	19	e	e	NOUN
easat-3884	182	20	)	)	PUNCT
easat-3884	182	21	.	.	PUNCT
easat-3884	183	1	each	each	DET
easat-3884	183	2	session	session	NOUN
easat-3884	183	3	consists	consist	VERB
easat-3884	183	4	of	of	ADP
easat-3884	183	5	6	6	NUM
easat-3884	183	6	runs	run	NOUN
easat-3884	183	7	,	,	PUNCT
easat-3884	183	8	separated	separate	VERB
easat-3884	183	9	by	by	ADP
easat-3884	183	10	resting	rest	VERB
easat-3884	183	11	periods	period	NOUN
easat-3884	183	12	.	.	PUNCT
easat-3884	184	1	during	during	ADP
easat-3884	184	2	each	each	DET
easat-3884	184	3	run	run	NOUN
easat-3884	184	4	,	,	PUNCT
easat-3884	184	5	subjects	subject	NOUN
easat-3884	184	6	perform	perform	VERB
easat-3884	184	7	48	48	NUM
easat-3884	184	8	trials	trial	NOUN
easat-3884	184	9	,	,	PUNCT
easat-3884	184	10	with	with	ADP
easat-3884	184	11	12	12	NUM
easat-3884	184	12	trials	trial	NOUN
easat-3884	184	13	dedicated	dedicate	VERB
easat-3884	184	14	to	to	ADP
easat-3884	184	15	each	each	DET
easat-3884	184	16	mi	mi	PROPN
easat-3884	184	17	task	task	PROPN
easat-3884	184	18	.	.	PUNCT
easat-3884	185	1	at	at	ADP
easat-3884	185	2	the	the	DET
easat-3884	185	3	beginning	beginning	NOUN
easat-3884	185	4	of	of	ADP
easat-3884	185	5	each	each	DET
easat-3884	185	6	trial	trial	NOUN
easat-3884	185	7	,	,	PUNCT
easat-3884	185	8	a	a	DET
easat-3884	185	9	cross	cross	NOUN
easat-3884	185	10	appears	appear	VERB
easat-3884	185	11	at	at	ADP
easat-3884	185	12	the	the	DET
easat-3884	185	13	center	center	NOUN
easat-3884	185	14	of	of	ADP
easat-3884	185	15	the	the	DET
easat-3884	185	16	screen	screen	NOUN
easat-3884	185	17	,	,	PUNCT
easat-3884	185	18	accompanied	accompany	VERB
easat-3884	185	19	by	by	ADP
easat-3884	185	20	an	an	DET
easat-3884	185	21	audio	audio	ADJ
easat-3884	185	22	notification	notification	NOUN
easat-3884	185	23	for	for	ADP
easat-3884	185	24	2	2	NUM
easat-3884	185	25	seconds	second	NOUN
easat-3884	185	26	.	.	PUNCT
easat-3884	186	1	following	follow	VERB
easat-3884	186	2	this	this	PRON
easat-3884	186	3	,	,	PUNCT
easat-3884	186	4	a	a	DET
easat-3884	186	5	cue	cue	NOUN
easat-3884	186	6	image	image	NOUN
easat-3884	186	7	—	—	PUNCT
easat-3884	186	8	a	a	DET
easat-3884	186	9	directional	directional	ADJ
easat-3884	186	10	arrow	arrow	NOUN
easat-3884	186	11	pointing	pointing	NOUN
easat-3884	186	12	left	leave	VERB
easat-3884	186	13	,	,	PUNCT
easat-3884	186	14	right	right	INTJ
easat-3884	186	15	,	,	PUNCT
easat-3884	186	16	up	up	ADV
easat-3884	186	17	,	,	PUNCT
easat-3884	186	18	or	or	CCONJ
easat-3884	186	19	down	down	ADV
easat-3884	186	20	—	—	PUNCT
easat-3884	186	21	represents	represent	VERB
easat-3884	186	22	the	the	DET
easat-3884	186	23	mi	mi	PROPN
easat-3884	186	24	task	task	NOUN
easat-3884	186	25	and	and	CCONJ
easat-3884	186	26	is	be	AUX
easat-3884	186	27	displayed	display	VERB
easat-3884	186	28	for	for	ADP
easat-3884	186	29	1.25	1.25	NUM
easat-3884	186	30	seconds	second	NOUN
easat-3884	186	31	.	.	PUNCT
easat-3884	187	1	the	the	DET
easat-3884	187	2	subject	subject	NOUN
easat-3884	187	3	then	then	ADV
easat-3884	187	4	performs	perform	VERB
easat-3884	187	5	the	the	DET
easat-3884	187	6	corresponding	correspond	VERB
easat-3884	187	7	mi	mi	PROPN
easat-3884	187	8	task	task	NOUN
easat-3884	187	9	until	until	SCONJ
easat-3884	187	10	the	the	DET
easat-3884	187	11	cue	cue	NOUN
easat-3884	187	12	image	image	NOUN
easat-3884	187	13	disappears	disappear	VERB
easat-3884	187	14	.	.	PUNCT
easat-3884	188	1	the	the	DET
easat-3884	188	2	electrodes	electrode	NOUN
easat-3884	188	3	used	use	VERB
easat-3884	188	4	in	in	ADP
easat-3884	188	5	this	this	DET
easat-3884	188	6	dataset	dataset	NOUN
easat-3884	188	7	are	be	AUX
easat-3884	188	8	arranged	arrange	VERB
easat-3884	188	9	as	as	SCONJ
easat-3884	188	10	shown	show	VERB
easat-3884	188	11	in	in	ADP
easat-3884	188	12	figure	figure	NOUN
easat-3884	188	13	5	5	NUM
easat-3884	188	14	and	and	CCONJ
easat-3884	188	15	record	record	NOUN
easat-3884	188	16	data	datum	NOUN
easat-3884	188	17	at	at	ADP
easat-3884	188	18	a	a	DET
easat-3884	188	19	sampling	sample	VERB
easat-3884	188	20	rate	rate	NOUN
easat-3884	188	21	of	of	ADP
easat-3884	188	22	250	250	NUM
easat-3884	188	23	hz	hz	NOUN
easat-3884	188	24	.	.	PROPN
easat-3884	188	25	8881	8881	NUM
easat-3884	188	26	edelweiss	edelweiss	PROPN
easat-3884	188	27	applied	apply	VERB
easat-3884	188	28	science	science	NOUN
easat-3884	188	29	and	and	CCONJ
easat-3884	188	30	technology	technology	NOUN
easat-3884	188	31	issn	issn	PROPN
easat-3884	188	32	:	:	PUNCT
easat-3884	188	33	2576	2576	NUM
easat-3884	188	34	-	-	SYM
easat-3884	188	35	8484	8484	NUM
easat-3884	188	36	vol	vol	NOUN
easat-3884	188	37	.	.	PROPN
easat-3884	189	1	8	8	NUM
easat-3884	189	2	,	,	PUNCT
easat-3884	189	3	no	no	INTJ
easat-3884	189	4	.	.	NOUN
easat-3884	189	5	6	6	NUM
easat-3884	189	6	:	:	SYM
easat-3884	189	7	8873	8873	NUM
easat-3884	189	8	-	-	SYM
easat-3884	189	9	8891	8891	NUM
easat-3884	189	10	,	,	PUNCT
easat-3884	189	11	2024	2024	NUM
easat-3884	189	12	doi	doi	NOUN
easat-3884	189	13	:	:	PUNCT
easat-3884	189	14	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	189	15	©	©	PROPN
easat-3884	189	16	2024	2024	NUM
easat-3884	189	17	by	by	ADP
easat-3884	189	18	the	the	DET
easat-3884	189	19	authors	author	NOUN
easat-3884	189	20	;	;	PUNCT
easat-3884	190	1	licensee	licensee	PROPN
easat-3884	190	2	learning	learn	VERB
easat-3884	190	3	gate	gate	PROPN
easat-3884	190	4	figure	figure	NOUN
easat-3884	190	5	5	5	NUM
easat-3884	190	6	.	.	PUNCT
easat-3884	190	7	electrodes	electrode	VERB
easat-3884	190	8	layout	layout	NOUN
easat-3884	190	9	.	.	PUNCT
easat-3884	191	1	3.1.2	3.1.2	X
easat-3884	191	2	.	.	PUNCT
easat-3884	192	1	vkist	vkist	PROPN
easat-3884	192	2	dataset	dataset	VERB
easat-3884	192	3	we	we	PRON
easat-3884	192	4	conduct	conduct	VERB
easat-3884	192	5	our	our	PRON
easat-3884	192	6	study	study	NOUN
easat-3884	192	7	using	use	VERB
easat-3884	192	8	the	the	DET
easat-3884	192	9	vkist	vkist	NOUN
easat-3884	192	10	dataset	dataset	NOUN
easat-3884	192	11	,	,	PUNCT
easat-3884	192	12	which	which	PRON
easat-3884	192	13	includes	include	VERB
easat-3884	192	14	data	datum	NOUN
easat-3884	192	15	from	from	ADP
easat-3884	192	16	different	different	ADJ
easat-3884	192	17	subjects	subject	NOUN
easat-3884	192	18	over	over	ADP
easat-3884	192	19	two	two	NUM
easat-3884	192	20	sessions	session	NOUN
easat-3884	192	21	on	on	ADP
easat-3884	192	22	separate	separate	ADJ
easat-3884	192	23	days	day	NOUN
easat-3884	192	24	,	,	PUNCT
easat-3884	192	25	each	each	PRON
easat-3884	192	26	lasting	last	VERB
easat-3884	192	27	for	for	ADP
easat-3884	192	28	one	one	NUM
easat-3884	192	29	hour	hour	NOUN
easat-3884	192	30	.	.	PUNCT
easat-3884	193	1	each	each	DET
easat-3884	193	2	session	session	NOUN
easat-3884	193	3	consists	consist	VERB
easat-3884	193	4	of	of	ADP
easat-3884	193	5	20	20	NUM
easat-3884	193	6	runs	run	NOUN
easat-3884	193	7	,	,	PUNCT
easat-3884	193	8	separated	separate	VERB
easat-3884	193	9	by	by	ADP
easat-3884	193	10	a	a	DET
easat-3884	193	11	20	20	NUM
easat-3884	193	12	-	-	PUNCT
easat-3884	193	13	second	second	NOUN
easat-3884	193	14	rest	rest	NOUN
easat-3884	193	15	period	period	NOUN
easat-3884	193	16	.	.	PUNCT
easat-3884	194	1	in	in	ADP
easat-3884	194	2	each	each	DET
easat-3884	194	3	run	run	NOUN
easat-3884	194	4	,	,	PUNCT
easat-3884	194	5	the	the	DET
easat-3884	194	6	subject	subject	NOUN
easat-3884	194	7	performs	perform	VERB
easat-3884	194	8	12	12	NUM
easat-3884	194	9	trials	trial	NOUN
easat-3884	194	10	,	,	PUNCT
easat-3884	194	11	with	with	ADP
easat-3884	194	12	3	3	NUM
easat-3884	194	13	trials	trial	NOUN
easat-3884	194	14	for	for	ADP
easat-3884	194	15	each	each	DET
easat-3884	194	16	mi	mi	PROPN
easat-3884	194	17	task	task	NOUN
easat-3884	194	18	:	:	PUNCT
easat-3884	194	19	raising	raise	VERB
easat-3884	194	20	the	the	DET
easat-3884	194	21	right	right	ADJ
easat-3884	194	22	hand	hand	NOUN
easat-3884	194	23	,	,	PUNCT
easat-3884	194	24	raising	raise	VERB
easat-3884	194	25	the	the	DET
easat-3884	194	26	left	left	ADJ
easat-3884	194	27	hand	hand	NOUN
easat-3884	194	28	,	,	PUNCT
easat-3884	194	29	raising	raise	VERB
easat-3884	194	30	the	the	DET
easat-3884	194	31	right	right	ADJ
easat-3884	194	32	foot	foot	NOUN
easat-3884	194	33	,	,	PUNCT
easat-3884	194	34	and	and	CCONJ
easat-3884	194	35	raising	raise	VERB
easat-3884	194	36	the	the	DET
easat-3884	194	37	left	left	ADJ
easat-3884	194	38	foot	foot	NOUN
easat-3884	194	39	.	.	PUNCT
easat-3884	195	1	at	at	ADP
easat-3884	195	2	the	the	DET
easat-3884	195	3	start	start	NOUN
easat-3884	195	4	of	of	ADP
easat-3884	195	5	each	each	DET
easat-3884	195	6	trial	trial	NOUN
easat-3884	195	7	,	,	PUNCT
easat-3884	195	8	a	a	DET
easat-3884	195	9	notification	notification	NOUN
easat-3884	195	10	sound	sound	NOUN
easat-3884	195	11	is	be	AUX
easat-3884	195	12	played	play	VERB
easat-3884	195	13	.	.	PUNCT
easat-3884	196	1	two	two	NUM
easat-3884	196	2	seconds	second	NOUN
easat-3884	196	3	later	later	ADV
easat-3884	196	4	,	,	PUNCT
easat-3884	196	5	two	two	NUM
easat-3884	196	6	cue	cue	NOUN
easat-3884	196	7	images	image	NOUN
easat-3884	196	8	appear	appear	VERB
easat-3884	196	9	for	for	ADP
easat-3884	196	10	2	2	NUM
easat-3884	196	11	seconds	second	NOUN
easat-3884	196	12	:	:	PUNCT
easat-3884	196	13	one	one	NUM
easat-3884	196	14	in	in	ADP
easat-3884	196	15	the	the	DET
easat-3884	196	16	form	form	NOUN
easat-3884	196	17	of	of	ADP
easat-3884	196	18	an	an	DET
easat-3884	196	19	arrow	arrow	NOUN
easat-3884	196	20	pointing	pointing	NOUN
easat-3884	196	21	in	in	ADP
easat-3884	196	22	one	one	NUM
easat-3884	196	23	of	of	ADP
easat-3884	196	24	two	two	NUM
easat-3884	196	25	directions	direction	NOUN
easat-3884	196	26	(	(	PUNCT
easat-3884	196	27	left	leave	VERB
easat-3884	196	28	or	or	CCONJ
easat-3884	196	29	right	right	ADJ
easat-3884	196	30	)	)	PUNCT
easat-3884	196	31	,	,	PUNCT
easat-3884	196	32	and	and	CCONJ
easat-3884	196	33	the	the	DET
easat-3884	196	34	other	other	ADJ
easat-3884	196	35	indicating	indicate	VERB
easat-3884	196	36	which	which	DET
easat-3884	196	37	limb	limb	NOUN
easat-3884	196	38	(	(	PUNCT
easat-3884	196	39	hand	hand	NOUN
easat-3884	196	40	or	or	CCONJ
easat-3884	196	41	foot	foot	NOUN
easat-3884	196	42	)	)	PUNCT
easat-3884	196	43	the	the	DET
easat-3884	196	44	subject	subject	NOUN
easat-3884	196	45	should	should	AUX
easat-3884	196	46	use	use	VERB
easat-3884	196	47	for	for	ADP
easat-3884	196	48	the	the	DET
easat-3884	196	49	mi	mi	PROPN
easat-3884	196	50	task	task	PROPN
easat-3884	196	51	.	.	PUNCT
easat-3884	197	1	the	the	DET
easat-3884	197	2	subject	subject	NOUN
easat-3884	197	3	then	then	ADV
easat-3884	197	4	performs	perform	VERB
easat-3884	197	5	the	the	DET
easat-3884	197	6	corresponding	correspond	VERB
easat-3884	197	7	mi	mi	PROPN
easat-3884	197	8	for	for	ADP
easat-3884	197	9	4	4	NUM
easat-3884	197	10	seconds	second	NOUN
easat-3884	197	11	.	.	PUNCT
easat-3884	198	1	this	this	DET
easat-3884	198	2	dataset	dataset	NOUN
easat-3884	198	3	was	be	AUX
easat-3884	198	4	recorded	record	VERB
easat-3884	198	5	using	use	VERB
easat-3884	198	6	the	the	DET
easat-3884	198	7	emotiv	emotiv	PROPN
easat-3884	198	8	epoc	epoc	NOUN
easat-3884	198	9	flex	flex	ADJ
easat-3884	198	10	system	system	NOUN
easat-3884	198	11	,	,	PUNCT
easat-3884	198	12	with	with	ADP
easat-3884	198	13	electrodes	electrode	NOUN
easat-3884	198	14	arranged	arrange	VERB
easat-3884	198	15	as	as	SCONJ
easat-3884	198	16	shown	show	VERB
easat-3884	198	17	in	in	ADP
easat-3884	198	18	figure	figure	NOUN
easat-3884	198	19	5	5	NUM
easat-3884	198	20	and	and	CCONJ
easat-3884	198	21	a	a	DET
easat-3884	198	22	sampling	sample	VERB
easat-3884	198	23	rate	rate	NOUN
easat-3884	198	24	of	of	ADP
easat-3884	198	25	128	128	NUM
easat-3884	198	26	hz	hz	NOUN
easat-3884	198	27	.	.	PUNCT
easat-3884	199	1	these	these	DET
easat-3884	199	2	recording	record	VERB
easat-3884	199	3	sessions	session	NOUN
easat-3884	199	4	serve	serve	VERB
easat-3884	199	5	both	both	PRON
easat-3884	199	6	as	as	ADP
easat-3884	199	7	a	a	DET
easat-3884	199	8	training	training	NOUN
easat-3884	199	9	phase	phase	NOUN
easat-3884	199	10	to	to	PART
easat-3884	199	11	help	help	VERB
easat-3884	199	12	subjects	subject	NOUN
easat-3884	199	13	understand	understand	VERB
easat-3884	199	14	how	how	SCONJ
easat-3884	199	15	to	to	PART
easat-3884	199	16	perform	perform	VERB
easat-3884	199	17	mi	mi	NOUN
easat-3884	199	18	tasks	task	NOUN
easat-3884	199	19	and	and	CCONJ
easat-3884	199	20	as	as	ADP
easat-3884	199	21	a	a	DET
easat-3884	199	22	data	data	NOUN
easat-3884	199	23	collection	collection	NOUN
easat-3884	199	24	phase	phase	NOUN
easat-3884	199	25	for	for	ADP
easat-3884	199	26	training	train	VERB
easat-3884	199	27	the	the	DET
easat-3884	199	28	mi	mi	PROPN
easat-3884	199	29	task	task	PROPN
easat-3884	199	30	classifier	classifier	NOUN
easat-3884	199	31	and	and	CCONJ
easat-3884	199	32	calibrating	calibrate	VERB
easat-3884	199	33	bias	bias	NOUN
easat-3884	199	34	for	for	ADP
easat-3884	199	35	each	each	DET
easat-3884	199	36	specific	specific	ADJ
easat-3884	199	37	user	user	NOUN
easat-3884	199	38	.	.	PUNCT
easat-3884	200	1	3.2	3.2	NUM
easat-3884	200	2	.	.	PUNCT
easat-3884	201	1	deep	deep	ADJ
easat-3884	201	2	learning	learning	NOUN
easat-3884	201	3	models	model	NOUN
easat-3884	201	4	in	in	ADP
easat-3884	201	5	motor	motor	NOUN
easat-3884	201	6	imagery	imagery	NOUN
easat-3884	201	7	tasks	task	NOUN
easat-3884	201	8	classification	classification	VERB
easat-3884	201	9	our	our	PRON
easat-3884	201	10	approach	approach	NOUN
easat-3884	201	11	to	to	ADP
easat-3884	201	12	evaluating	evaluate	VERB
easat-3884	201	13	a	a	DET
easat-3884	201	14	deep	deep	ADJ
easat-3884	201	15	learning	learning	NOUN
easat-3884	201	16	model	model	NOUN
easat-3884	201	17	begins	begin	VERB
easat-3884	201	18	with	with	ADP
easat-3884	201	19	testing	testing	NOUN
easat-3884	201	20	on	on	ADP
easat-3884	201	21	a	a	DET
easat-3884	201	22	public	public	ADJ
easat-3884	201	23	dataset	dataset	NOUN
easat-3884	201	24	,	,	PUNCT
easat-3884	201	25	specifically	specifically	ADV
easat-3884	201	26	the	the	DET
easat-3884	201	27	bci	bci	PROPN
easat-3884	201	28	competition	competition	NOUN
easat-3884	201	29	iv-2a	iv-2a	NOUN
easat-3884	201	30	dataset	dataset	NOUN
easat-3884	201	31	,	,	PUNCT
easat-3884	201	32	to	to	PART
easat-3884	201	33	identify	identify	VERB
easat-3884	201	34	the	the	DET
easat-3884	201	35	best	well	ADV
easat-3884	201	36	-	-	PUNCT
easat-3884	201	37	performing	perform	VERB
easat-3884	201	38	models	model	NOUN
easat-3884	201	39	.	.	PUNCT
easat-3884	202	1	subsequently	subsequently	ADV
easat-3884	202	2	,	,	PUNCT
easat-3884	202	3	we	we	PRON
easat-3884	202	4	conduct	conduct	VERB
easat-3884	202	5	a	a	DET
easat-3884	202	6	second	second	ADJ
easat-3884	202	7	test	test	NOUN
easat-3884	202	8	on	on	ADP
easat-3884	202	9	our	our	PRON
easat-3884	202	10	private	private	ADJ
easat-3884	202	11	vkist	vkist	NOUN
easat-3884	202	12	dataset	dataset	VERB
easat-3884	202	13	to	to	PART
easat-3884	202	14	assess	assess	VERB
easat-3884	202	15	model	model	NOUN
easat-3884	202	16	performance	performance	NOUN
easat-3884	202	17	in	in	ADP
easat-3884	202	18	various	various	ADJ
easat-3884	202	19	real	real	ADJ
easat-3884	202	20	-	-	PUNCT
easat-3884	202	21	world	world	NOUN
easat-3884	202	22	scenarios	scenario	NOUN
easat-3884	202	23	.	.	PUNCT
easat-3884	203	1	each	each	DET
easat-3884	203	2	deep	deep	ADJ
easat-3884	203	3	learning	learning	NOUN
easat-3884	203	4	model	model	NOUN
easat-3884	203	5	was	be	AUX
easat-3884	203	6	evaluated	evaluate	VERB
easat-3884	203	7	using	use	VERB
easat-3884	203	8	two	two	NUM
easat-3884	203	9	methodologies	methodology	NOUN
easat-3884	203	10	:	:	PUNCT
easat-3884	203	11	subject	subject	NOUN
easat-3884	203	12	-	-	PUNCT
easat-3884	203	13	dependent	dependent	ADJ
easat-3884	203	14	and	and	CCONJ
easat-3884	203	15	subject	subject	ADJ
easat-3884	203	16	-	-	PUNCT
easat-3884	203	17	independent	independent	NOUN
easat-3884	203	18	.	.	PUNCT
easat-3884	204	1	in	in	ADP
easat-3884	204	2	the	the	DET
easat-3884	204	3	subject	subject	ADJ
easat-3884	204	4	-	-	PUNCT
easat-3884	204	5	dependent	dependent	ADJ
easat-3884	204	6	approach	approach	NOUN
easat-3884	204	7	,	,	PUNCT
easat-3884	204	8	we	we	PRON
easat-3884	204	9	utilized	utilize	VERB
easat-3884	204	10	the	the	DET
easat-3884	204	11	original	original	ADJ
easat-3884	204	12	training	training	NOUN
easat-3884	204	13	and	and	CCONJ
easat-3884	204	14	testing	testing	NOUN
easat-3884	204	15	dataset	dataset	VERB
easat-3884	204	16	from	from	ADP
easat-3884	204	17	the	the	DET
easat-3884	204	18	bci	bci	PROPN
easat-3884	204	19	competition	competition	NOUN
easat-3884	204	20	iv-2a	iv-2a	PROPN
easat-3884	204	21	,	,	PUNCT
easat-3884	204	22	which	which	PRON
easat-3884	204	23	includes	include	VERB
easat-3884	204	24	288	288	NUM
easat-3884	204	25	trials	trial	NOUN
easat-3884	204	26	per	per	ADP
easat-3884	204	27	session	session	NOUN
easat-3884	204	28	for	for	ADP
easat-3884	204	29	each	each	DET
easat-3884	204	30	subject	subject	NOUN
easat-3884	204	31	.	.	PUNCT
easat-3884	205	1	the	the	DET
easat-3884	205	2	first	first	ADJ
easat-3884	205	3	session	session	NOUN
easat-3884	205	4	was	be	AUX
easat-3884	205	5	used	use	VERB
easat-3884	205	6	for	for	ADP
easat-3884	205	7	training	training	NOUN
easat-3884	205	8	,	,	PUNCT
easat-3884	205	9	while	while	SCONJ
easat-3884	205	10	the	the	DET
easat-3884	205	11	second	second	ADJ
easat-3884	205	12	session	session	NOUN
easat-3884	205	13	served	serve	VERB
easat-3884	205	14	for	for	ADP
easat-3884	205	15	testing	testing	NOUN
easat-3884	205	16	.	.	PUNCT
easat-3884	206	1	for	for	ADP
easat-3884	206	2	the	the	DET
easat-3884	206	3	subject	subject	ADJ
easat-3884	206	4	-	-	PUNCT
easat-3884	206	5	independent	independent	ADJ
easat-3884	206	6	approach	approach	NOUN
easat-3884	206	7	,	,	PUNCT
easat-3884	206	8	we	we	PRON
easat-3884	206	9	employed	employ	VERB
easat-3884	206	10	the	the	DET
easat-3884	206	11	leave	leave	VERB
easat-3884	206	12	-	-	PUNCT
easat-3884	206	13	one	one	NUM
easat-3884	206	14	-	-	PUNCT
easat-3884	206	15	subject	subject	NOUN
easat-3884	206	16	-	-	PUNCT
easat-3884	206	17	out	out	NOUN
easat-3884	206	18	(	(	PUNCT
easat-3884	206	19	loso	loso	NOUN
easat-3884	206	20	)	)	PUNCT
easat-3884	206	21	method	method	NOUN
easat-3884	206	22	.	.	PUNCT
easat-3884	207	1	in	in	ADP
easat-3884	207	2	this	this	DET
easat-3884	207	3	method	method	NOUN
easat-3884	207	4	,	,	PUNCT
easat-3884	207	5	data	datum	NOUN
easat-3884	207	6	from	from	ADP
easat-3884	207	7	one	one	NUM
easat-3884	207	8	subject	subject	NOUN
easat-3884	207	9	is	be	AUX
easat-3884	207	10	excluded	exclude	VERB
easat-3884	207	11	from	from	ADP
easat-3884	207	12	the	the	DET
easat-3884	207	13	training	training	NOUN
easat-3884	207	14	set	set	VERB
easat-3884	207	15	for	for	ADP
easat-3884	207	16	testing	testing	NOUN
easat-3884	207	17	purposes	purpose	NOUN
easat-3884	207	18	,	,	PUNCT
easat-3884	207	19	while	while	SCONJ
easat-3884	207	20	the	the	DET
easat-3884	207	21	remaining	remain	VERB
easat-3884	207	22	data	datum	NOUN
easat-3884	207	23	from	from	ADP
easat-3884	207	24	the	the	DET
easat-3884	207	25	other	other	ADJ
easat-3884	207	26	eight	eight	NUM
easat-3884	207	27	subjects	subject	NOUN
easat-3884	207	28	is	be	AUX
easat-3884	207	29	combined	combine	VERB
easat-3884	207	30	for	for	ADP
easat-3884	207	31	training	training	NOUN
easat-3884	207	32	.	.	PUNCT
easat-3884	208	1	performance	performance	NOUN
easat-3884	208	2	metrics	metric	NOUN
easat-3884	208	3	were	be	AUX
easat-3884	208	4	averaged	average	VERB
easat-3884	208	5	across	across	ADP
easat-3884	208	6	all	all	DET
easat-3884	208	7	nine	nine	NUM
easat-3884	208	8	subjects	subject	NOUN
easat-3884	208	9	in	in	ADP
easat-3884	208	10	the	the	DET
easat-3884	208	11	dataset	dataset	NOUN
easat-3884	208	12	.	.	PUNCT
easat-3884	209	1	in	in	ADP
easat-3884	209	2	addition	addition	NOUN
easat-3884	209	3	to	to	ADP
easat-3884	209	4	evaluating	evaluate	VERB
easat-3884	209	5	the	the	DET
easat-3884	209	6	atcnet	atcnet	ADJ
easat-3884	209	7	model	model	NOUN
easat-3884	209	8	,	,	PUNCT
easat-3884	209	9	we	we	PRON
easat-3884	209	10	also	also	ADV
easat-3884	209	11	compared	compare	VERB
easat-3884	209	12	it	it	PRON
easat-3884	209	13	with	with	ADP
easat-3884	209	14	other	other	ADJ
easat-3884	209	15	deep	deep	ADJ
easat-3884	209	16	learning	learning	NOUN
easat-3884	209	17	methods	method	NOUN
easat-3884	209	18	,	,	PUNCT
easat-3884	209	19	including	include	VERB
easat-3884	209	20	eegnet	eegnet	PROPN
easat-3884	209	21	[	[	X
easat-3884	209	22	17	17	NUM
easat-3884	209	23	]	]	PUNCT
easat-3884	209	24	,	,	PUNCT
easat-3884	209	25	eeg	eeg	NOUN
easat-3884	209	26	-	-	PUNCT
easat-3884	209	27	tcnet	tcnet	NOUN
easat-3884	210	1	[	[	X
easat-3884	210	2	15	15	NUM
easat-3884	210	3	]	]	PUNCT
easat-3884	210	4	,	,	PUNCT
easat-3884	210	5	mbeeg_senet	mbeeg_senet	PROPN
easat-3884	211	1	[	[	X
easat-3884	211	2	24	24	NUM
easat-3884	211	3	]	]	PUNCT
easat-3884	211	4	,	,	PUNCT
easat-3884	211	5	tcnet_fusion	tcnet_fusion	PROPN
easat-3884	212	1	[	[	X
easat-3884	212	2	25	25	NUM
easat-3884	212	3	]	]	PUNCT
easat-3884	212	4	,	,	PUNCT
easat-3884	212	5	deepconv	deepconv	NOUN
easat-3884	213	1	[	[	X
easat-3884	213	2	26	26	NUM
easat-3884	213	3	]	]	PUNCT
easat-3884	213	4	,	,	PUNCT
easat-3884	213	5	and	and	CCONJ
easat-3884	213	6	shallowconv	shallowconv	ADJ
easat-3884	213	7	[	[	X
easat-3884	213	8	27	27	NUM
easat-3884	213	9	]	]	SYM
easat-3884	213	10	.	.	PUNCT
easat-3884	214	1	3.3	3.3	NUM
easat-3884	214	2	.	.	PUNCT
easat-3884	215	1	lda	lda	PROPN
easat-3884	215	2	and	and	CCONJ
easat-3884	215	3	csp	csp	PROPN
easat-3884	215	4	in	in	ADP
easat-3884	215	5	motor	motor	NOUN
easat-3884	215	6	imagery	imagery	NOUN
easat-3884	215	7	classification	classification	NOUN
easat-3884	215	8	to	to	PART
easat-3884	215	9	improve	improve	VERB
easat-3884	215	10	compatibility	compatibility	NOUN
easat-3884	215	11	with	with	ADP
easat-3884	215	12	hardware	hardware	NOUN
easat-3884	215	13	components	component	NOUN
easat-3884	215	14	such	such	ADJ
easat-3884	215	15	as	as	ADP
easat-3884	215	16	eeg	eeg	PROPN
easat-3884	215	17	signal	signal	PROPN
easat-3884	215	18	measurement	measurement	NOUN
easat-3884	215	19	devices	device	NOUN
easat-3884	215	20	and	and	CCONJ
easat-3884	215	21	processing	processing	NOUN
easat-3884	215	22	computers	computer	NOUN
easat-3884	215	23	,	,	PUNCT
easat-3884	215	24	and	and	CCONJ
easat-3884	215	25	to	to	PART
easat-3884	215	26	enhance	enhance	VERB
easat-3884	215	27	system	system	NOUN
easat-3884	215	28	performance	performance	NOUN
easat-3884	215	29	for	for	ADP
easat-3884	215	30	real	real	ADJ
easat-3884	215	31	-	-	PUNCT
easat-3884	215	32	time	time	NOUN
easat-3884	215	33	continuous	continuous	ADJ
easat-3884	215	34	processing	processing	NOUN
easat-3884	215	35	,	,	PUNCT
easat-3884	215	36	we	we	PRON
easat-3884	215	37	decided	decide	VERB
easat-3884	215	38	to	to	PART
easat-3884	215	39	implement	implement	VERB
easat-3884	215	40	the	the	DET
easat-3884	215	41	operating	operating	NOUN
easat-3884	215	42	mechanism	mechanism	NOUN
easat-3884	215	43	of	of	ADP
easat-3884	215	44	mi	mi	PROPN
easat-3884	215	45	task	task	PROPN
easat-3884	215	46	analysis	analysis	NOUN
easat-3884	215	47	.	.	PUNCT
easat-3884	216	1	instead	instead	ADV
easat-3884	216	2	of	of	ADP
easat-3884	216	3	using	use	VERB
easat-3884	216	4	a	a	DET
easat-3884	216	5	deep	deep	ADJ
easat-3884	216	6	learning	learning	NOUN
easat-3884	216	7	model	model	NOUN
easat-3884	216	8	for	for	ADP
easat-3884	216	9	feature	feature	NOUN
easat-3884	216	10	extraction	extraction	NOUN
easat-3884	216	11	and	and	CCONJ
easat-3884	216	12	eeg	eeg	PROPN
easat-3884	216	13	signal	signal	PROPN
easat-3884	216	14	classification	classification	NOUN
easat-3884	216	15	,	,	PUNCT
easat-3884	216	16	we	we	PRON
easat-3884	216	17	will	will	AUX
easat-3884	216	18	employ	employ	VERB
easat-3884	216	19	digital	digital	ADJ
easat-3884	216	20	signal	signal	NOUN
easat-3884	216	21	processing	processing	NOUN
easat-3884	216	22	(	(	PUNCT
easat-3884	216	23	dsp	dsp	NOUN
easat-3884	216	24	)	)	PUNCT
easat-3884	216	25	methods	method	NOUN
easat-3884	216	26	to	to	PART
easat-3884	216	27	extract	extract	VERB
easat-3884	216	28	features	feature	NOUN
easat-3884	216	29	from	from	ADP
easat-3884	216	30	the	the	DET
easat-3884	216	31	eeg	eeg	NOUN
easat-3884	216	32	signals	signal	NOUN
easat-3884	216	33	.	.	PUNCT
easat-3884	217	1	these	these	DET
easat-3884	217	2	features	feature	NOUN
easat-3884	217	3	will	will	AUX
easat-3884	217	4	then	then	ADV
easat-3884	217	5	be	be	AUX
easat-3884	217	6	input	input	NOUN
easat-3884	217	7	into	into	ADP
easat-3884	217	8	a	a	DET
easat-3884	217	9	machine	machine	NOUN
easat-3884	217	10	learning	learn	VERB
easat-3884	217	11	model	model	NOUN
easat-3884	217	12	for	for	ADP
easat-3884	217	13	classifying	classify	VERB
easat-3884	217	14	the	the	DET
easat-3884	217	15	mi	mi	PROPN
easat-3884	217	16	tasks	task	NOUN
easat-3884	217	17	.	.	PUNCT
easat-3884	218	1	this	this	DET
easat-3884	218	2	new	new	ADJ
easat-3884	218	3	approach	approach	NOUN
easat-3884	218	4	aims	aim	VERB
easat-3884	218	5	to	to	PART
easat-3884	218	6	provide	provide	VERB
easat-3884	218	7	better	well	ADJ
easat-3884	218	8	8882	8882	NUM
easat-3884	218	9	edelweiss	edelweiss	PROPN
easat-3884	218	10	applied	apply	VERB
easat-3884	218	11	science	science	NOUN
easat-3884	218	12	and	and	CCONJ
easat-3884	218	13	technology	technology	NOUN
easat-3884	218	14	issn	issn	PROPN
easat-3884	218	15	:	:	PUNCT
easat-3884	218	16	2576	2576	NUM
easat-3884	218	17	-	-	SYM
easat-3884	218	18	8484	8484	NUM
easat-3884	218	19	vol	vol	NOUN
easat-3884	218	20	.	.	PROPN
easat-3884	218	21	8	8	NUM
easat-3884	218	22	,	,	PUNCT
easat-3884	218	23	no	no	INTJ
easat-3884	218	24	.	.	NOUN
easat-3884	218	25	6	6	NUM
easat-3884	218	26	:	:	SYM
easat-3884	218	27	8873	8873	NUM
easat-3884	218	28	-	-	SYM
easat-3884	218	29	8891	8891	NUM
easat-3884	218	30	,	,	PUNCT
easat-3884	218	31	2024	2024	NUM
easat-3884	218	32	doi	doi	NOUN
easat-3884	218	33	:	:	PUNCT
easat-3884	218	34	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	218	35	©	©	PROPN
easat-3884	218	36	2024	2024	NUM
easat-3884	218	37	by	by	ADP
easat-3884	218	38	the	the	DET
easat-3884	218	39	authors	author	NOUN
easat-3884	218	40	;	;	PUNCT
easat-3884	218	41	licensee	licensee	PROPN
easat-3884	218	42	learning	learn	VERB
easat-3884	218	43	gate	gate	NOUN
easat-3884	218	44	computational	computational	ADJ
easat-3884	218	45	performance	performance	NOUN
easat-3884	218	46	for	for	ADP
easat-3884	218	47	real	real	ADJ
easat-3884	218	48	-	-	PUNCT
easat-3884	218	49	time	time	NOUN
easat-3884	218	50	processing	processing	NOUN
easat-3884	218	51	,	,	PUNCT
easat-3884	218	52	thereby	thereby	ADV
easat-3884	218	53	reducing	reduce	VERB
easat-3884	218	54	system	system	NOUN
easat-3884	218	55	delays	delay	NOUN
easat-3884	218	56	.	.	PUNCT
easat-3884	219	1	as	as	SCONJ
easat-3884	219	2	noted	note	VERB
easat-3884	219	3	in	in	ADP
easat-3884	219	4	the	the	DET
easat-3884	219	5	related	relate	VERB
easat-3884	219	6	work	work	NOUN
easat-3884	219	7	section	section	NOUN
easat-3884	219	8	,	,	PUNCT
easat-3884	219	9	we	we	PRON
easat-3884	219	10	will	will	AUX
easat-3884	219	11	use	use	VERB
easat-3884	219	12	csp	csp	PROPN
easat-3884	219	13	for	for	ADP
easat-3884	219	14	feature	feature	NOUN
easat-3884	219	15	extraction	extraction	NOUN
easat-3884	219	16	and	and	CCONJ
easat-3884	219	17	lda	lda	VERB
easat-3884	219	18	as	as	ADP
easat-3884	219	19	the	the	DET
easat-3884	219	20	classifier	classifier	NOUN
easat-3884	219	21	.	.	PUNCT
easat-3884	220	1	additionally	additionally	ADV
easat-3884	220	2	,	,	PUNCT
easat-3884	220	3	rather	rather	ADV
easat-3884	220	4	than	than	ADP
easat-3884	220	5	applying	apply	VERB
easat-3884	220	6	a	a	DET
easat-3884	220	7	single	single	ADJ
easat-3884	220	8	set	set	NOUN
easat-3884	220	9	of	of	ADP
easat-3884	220	10	deep	deep	ADJ
easat-3884	220	11	learning	learning	NOUN
easat-3884	220	12	model	model	NOUN
easat-3884	220	13	weights	weight	NOUN
easat-3884	220	14	across	across	ADP
easat-3884	220	15	all	all	DET
easat-3884	220	16	test	test	NOUN
easat-3884	220	17	subjects	subject	NOUN
easat-3884	220	18	,	,	PUNCT
easat-3884	220	19	we	we	PRON
easat-3884	220	20	will	will	AUX
easat-3884	220	21	utilize	utilize	VERB
easat-3884	220	22	the	the	DET
easat-3884	220	23	eeg	eeg	PROPN
easat-3884	220	24	signal	signal	NOUN
easat-3884	220	25	recording	recording	NOUN
easat-3884	220	26	module	module	NOUN
easat-3884	220	27	to	to	PART
easat-3884	220	28	create	create	VERB
easat-3884	220	29	personalized	personalized	ADJ
easat-3884	220	30	models	model	NOUN
easat-3884	220	31	through	through	ADP
easat-3884	220	32	bci	bci	PROPN
easat-3884	220	33	speller	speller	ADJ
easat-3884	220	34	training	training	NOUN
easat-3884	220	35	sessions	session	NOUN
easat-3884	220	36	.	.	PUNCT
easat-3884	221	1	the	the	DET
easat-3884	221	2	data	datum	NOUN
easat-3884	221	3	collected	collect	VERB
easat-3884	221	4	from	from	ADP
easat-3884	221	5	these	these	DET
easat-3884	221	6	sessions	session	NOUN
easat-3884	221	7	will	will	AUX
easat-3884	221	8	allow	allow	VERB
easat-3884	221	9	the	the	DET
easat-3884	221	10	system	system	NOUN
easat-3884	221	11	to	to	PART
easat-3884	221	12	generate	generate	VERB
easat-3884	221	13	individual	individual	ADJ
easat-3884	221	14	machine	machine	NOUN
easat-3884	221	15	learning	learn	VERB
easat-3884	221	16	model	model	NOUN
easat-3884	221	17	weights	weight	NOUN
easat-3884	221	18	for	for	ADP
easat-3884	221	19	each	each	DET
easat-3884	221	20	user	user	NOUN
easat-3884	221	21	,	,	PUNCT
easat-3884	221	22	potentially	potentially	ADV
easat-3884	221	23	enhancing	enhance	VERB
easat-3884	221	24	the	the	DET
easat-3884	221	25	classification	classification	NOUN
easat-3884	221	26	performance	performance	NOUN
easat-3884	221	27	of	of	ADP
easat-3884	221	28	mi	mi	NOUN
easat-3884	221	29	tasks	task	NOUN
easat-3884	221	30	for	for	ADP
easat-3884	221	31	each	each	DET
easat-3884	221	32	individual	individual	NOUN
easat-3884	221	33	.	.	PUNCT
easat-3884	222	1	4	4	X
easat-3884	222	2	.	.	X
easat-3884	222	3	experiments	experiment	NOUN
easat-3884	222	4	and	and	CCONJ
easat-3884	222	5	evaluation	evaluation	NOUN
easat-3884	222	6	4.1	4.1	NUM
easat-3884	222	7	.	.	PUNCT
easat-3884	223	1	performance	performance	NOUN
easat-3884	223	2	metrics	metric	NOUN
easat-3884	223	3	4.1.1	4.1.1	NUM
easat-3884	223	4	.	.	PUNCT
easat-3884	224	1	accuracy	accuracy	NOUN
easat-3884	224	2	accuracy	accuracy	NOUN
easat-3884	224	3	is	be	AUX
easat-3884	224	4	the	the	DET
easat-3884	224	5	ratio	ratio	NOUN
easat-3884	224	6	of	of	ADP
easat-3884	224	7	correct	correct	ADJ
easat-3884	224	8	predictions	prediction	NOUN
easat-3884	224	9	made	make	VERB
easat-3884	224	10	by	by	ADP
easat-3884	224	11	a	a	DET
easat-3884	224	12	model	model	NOUN
easat-3884	224	13	and	and	CCONJ
easat-3884	224	14	is	be	AUX
easat-3884	224	15	calculated	calculate	VERB
easat-3884	224	16	using	use	VERB
easat-3884	224	17	the	the	DET
easat-3884	224	18	following	follow	VERB
easat-3884	224	19	formula	formula	NOUN
easat-3884	224	20	:	:	PUNCT
easat-3884	225	1	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
easat-3884	225	2	=	=	SYM
easat-3884	225	3	𝐶𝑜𝑟𝑟𝑒𝑐𝑡	𝐶𝑜𝑟𝑟𝑒𝑐𝑡	PROPN
easat-3884	225	4	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	NOUN
easat-3884	225	5	𝑇𝑜𝑡𝑎𝑙	𝑇𝑜𝑡𝑎𝑙	PROPN
easat-3884	225	6	𝑐𝑎𝑠𝑒𝑠	𝑐𝑎𝑠𝑒𝑠	NOUN
easat-3884	225	7	(	(	PUNCT
easat-3884	225	8	1	1	NUM
easat-3884	225	9	)	)	PUNCT
easat-3884	225	10	accuracy	accuracy	NOUN
easat-3884	225	11	tells	tell	VERB
easat-3884	225	12	us	we	PRON
easat-3884	225	13	the	the	DET
easat-3884	225	14	percentage	percentage	NOUN
easat-3884	225	15	of	of	ADP
easat-3884	225	16	data	datum	NOUN
easat-3884	225	17	correctly	correctly	ADV
easat-3884	225	18	classified	classify	VERB
easat-3884	225	19	,	,	PUNCT
easat-3884	225	20	without	without	ADP
easat-3884	225	21	specifying	specify	VERB
easat-3884	225	22	how	how	SCONJ
easat-3884	225	23	each	each	DET
easat-3884	225	24	class	class	NOUN
easat-3884	225	25	is	be	AUX
easat-3884	225	26	classified	classify	VERB
easat-3884	225	27	,	,	PUNCT
easat-3884	225	28	which	which	DET
easat-3884	225	29	class	class	NOUN
easat-3884	225	30	is	be	AUX
easat-3884	225	31	most	most	ADV
easat-3884	225	32	accurately	accurately	ADV
easat-3884	225	33	classified	classify	VERB
easat-3884	225	34	,	,	PUNCT
easat-3884	225	35	or	or	CCONJ
easat-3884	225	36	which	which	DET
easat-3884	225	37	class	class	NOUN
easat-3884	225	38	’s	’s	PART
easat-3884	225	39	data	datum	NOUN
easat-3884	225	40	is	be	AUX
easat-3884	225	41	most	most	ADV
easat-3884	225	42	frequently	frequently	ADV
easat-3884	225	43	misclassified	misclassifie	VERB
easat-3884	225	44	into	into	ADP
easat-3884	225	45	other	other	ADJ
easat-3884	225	46	classes	class	NOUN
easat-3884	225	47	.	.	PUNCT
easat-3884	226	1	4.1.2	4.1.2	X
easat-3884	226	2	.	.	X
easat-3884	226	3	cohen	cohen	PROPN
easat-3884	226	4	’s	’s	PART
easat-3884	226	5	kappa	kappa	PROPN
easat-3884	226	6	coefficient	coefficient	NOUN
easat-3884	226	7	given	give	VERB
easat-3884	226	8	the	the	DET
easat-3884	226	9	imbalanced	imbalanced	ADJ
easat-3884	226	10	nature	nature	NOUN
easat-3884	226	11	of	of	ADP
easat-3884	226	12	the	the	DET
easat-3884	226	13	input	input	NOUN
easat-3884	226	14	data	datum	NOUN
easat-3884	226	15	,	,	PUNCT
easat-3884	226	16	relying	rely	VERB
easat-3884	226	17	solely	solely	ADV
easat-3884	226	18	on	on	ADP
easat-3884	226	19	accuracy	accuracy	NOUN
easat-3884	226	20	can	can	AUX
easat-3884	226	21	lead	lead	VERB
easat-3884	226	22	to	to	ADP
easat-3884	226	23	misleading	mislead	VERB
easat-3884	226	24	results	result	NOUN
easat-3884	226	25	.	.	PUNCT
easat-3884	227	1	cohen	cohen	PROPN
easat-3884	227	2	’s	’s	PART
easat-3884	227	3	kappa	kappa	PROPN
easat-3884	227	4	coefficient	coefficient	PROPN
easat-3884	227	5	is	be	AUX
easat-3884	227	6	a	a	DET
easat-3884	227	7	widely	widely	ADV
easat-3884	227	8	used	use	VERB
easat-3884	227	9	statistical	statistical	ADJ
easat-3884	227	10	measure	measure	NOUN
easat-3884	227	11	that	that	PRON
easat-3884	227	12	assesses	assess	VERB
easat-3884	227	13	the	the	DET
easat-3884	227	14	level	level	NOUN
easat-3884	227	15	of	of	ADP
easat-3884	227	16	agreement	agreement	NOUN
easat-3884	227	17	between	between	ADP
easat-3884	227	18	two	two	NUM
easat-3884	227	19	raters	rater	NOUN
easat-3884	227	20	,	,	PUNCT
easat-3884	227	21	making	make	VERB
easat-3884	227	22	it	it	PRON
easat-3884	227	23	particularly	particularly	ADV
easat-3884	227	24	useful	useful	ADJ
easat-3884	227	25	for	for	ADP
easat-3884	227	26	evaluating	evaluate	VERB
easat-3884	227	27	performance	performance	NOUN
easat-3884	227	28	on	on	ADP
easat-3884	227	29	imbalanced	imbalanced	ADJ
easat-3884	227	30	datasets	dataset	NOUN
easat-3884	227	31	.	.	PUNCT
easat-3884	228	1	unlike	unlike	ADP
easat-3884	228	2	accuracy	accuracy	NOUN
easat-3884	228	3	,	,	PUNCT
easat-3884	228	4	cohen	cohen	PROPN
easat-3884	228	5	’s	’s	PART
easat-3884	228	6	kappa	kappa	PROPN
easat-3884	228	7	accounts	account	NOUN
easat-3884	228	8	for	for	ADP
easat-3884	228	9	the	the	DET
easat-3884	228	10	distribution	distribution	NOUN
easat-3884	228	11	imbalance	imbalance	NOUN
easat-3884	228	12	between	between	ADP
easat-3884	228	13	classes	class	NOUN
easat-3884	228	14	.	.	PUNCT
easat-3884	229	1	the	the	DET
easat-3884	229	2	coefficient	coefficient	NOUN
easat-3884	229	3	is	be	AUX
easat-3884	229	4	calculated	calculate	VERB
easat-3884	229	5	using	use	VERB
easat-3884	229	6	a	a	DET
easat-3884	229	7	confusion	confusion	NOUN
easat-3884	229	8	matrix	matrix	NOUN
easat-3884	229	9	and	and	CCONJ
easat-3884	229	10	the	the	DET
easat-3884	229	11	following	follow	VERB
easat-3884	229	12	formula	formula	NOUN
easat-3884	229	13	:	:	PUNCT
easat-3884	229	14			X
easat-3884	229	15	=	=	NOUN
easat-3884	229	16	𝑝0	𝑝0	NOUN
easat-3884	230	1	−	−	PROPN
easat-3884	230	2	𝑝𝑒	𝑝𝑒	NOUN
easat-3884	230	3	1	1	NUM
easat-3884	230	4	−	−	NOUN
easat-3884	230	5	𝑝𝑒	𝑝𝑒	NOUN
easat-3884	230	6	(	(	PUNCT
easat-3884	230	7	2	2	NUM
easat-3884	230	8	)	)	PUNCT
easat-3884	230	9	4.2	4.2	NUM
easat-3884	230	10	.	.	PUNCT
easat-3884	231	1	motor	motor	NOUN
easat-3884	231	2	imagery	imagery	NOUN
easat-3884	231	3	classification	classification	NOUN
easat-3884	231	4	using	use	VERB
easat-3884	231	5	deep	deep	ADJ
easat-3884	231	6	learning	learning	NOUN
easat-3884	231	7	models	model	NOUN
easat-3884	231	8	4.2.1	4.2.1	NUM
easat-3884	231	9	.	.	PUNCT
easat-3884	232	1	signals	signal	NOUN
easat-3884	232	2	preprocessing	preprocesse	VERB
easat-3884	232	3	each	each	DET
easat-3884	232	4	signal	signal	ADJ
easat-3884	232	5	segment	segment	NOUN
easat-3884	232	6	undergoes	undergoe	NOUN
easat-3884	232	7	conversion	conversion	NOUN
easat-3884	232	8	from	from	ADP
easat-3884	232	9	the	the	DET
easat-3884	232	10	time	time	NOUN
easat-3884	232	11	domain	domain	NOUN
easat-3884	232	12	to	to	ADP
easat-3884	232	13	the	the	DET
easat-3884	232	14	frequency	frequency	NOUN
easat-3884	232	15	domain	domain	NOUN
easat-3884	232	16	using	use	VERB
easat-3884	232	17	the	the	DET
easat-3884	232	18	fast	fast	ADJ
easat-3884	232	19	fourier	fourier	NOUN
easat-3884	232	20	transform	transform	NOUN
easat-3884	232	21	(	(	PUNCT
easat-3884	232	22	fft	fft	PROPN
easat-3884	232	23	)	)	PUNCT
easat-3884	232	24	method	method	NOUN
easat-3884	232	25	.	.	PUNCT
easat-3884	233	1	then	then	ADV
easat-3884	233	2	,	,	PUNCT
easat-3884	233	3	it	it	PRON
easat-3884	233	4	is	be	AUX
easat-3884	233	5	upsampled	upsample	VERB
easat-3884	233	6	from	from	ADP
easat-3884	233	7	128hz	128hz	NOUN
easat-3884	233	8	to	to	ADP
easat-3884	233	9	250hz	250hz	NOUN
easat-3884	233	10	to	to	PART
easat-3884	233	11	match	match	VERB
easat-3884	233	12	the	the	DET
easat-3884	233	13	deep	deep	ADJ
easat-3884	233	14	learning	learning	NOUN
easat-3884	233	15	model	model	NOUN
easat-3884	233	16	’s	’s	PART
easat-3884	233	17	input	input	NOUN
easat-3884	233	18	layer	layer	NOUN
easat-3884	233	19	.	.	PUNCT
easat-3884	234	1	a	a	DET
easat-3884	234	2	4th	4th	ADJ
easat-3884	234	3	order	order	NOUN
easat-3884	234	4	butterworth	butterworth	NOUN
easat-3884	234	5	bandpass	bandpass	NOUN
easat-3884	234	6	filter	filter	NOUN
easat-3884	234	7	is	be	AUX
easat-3884	234	8	applied	apply	VERB
easat-3884	234	9	to	to	PART
easat-3884	234	10	capture	capture	VERB
easat-3884	234	11	frequencies	frequency	NOUN
easat-3884	234	12	between	between	ADP
easat-3884	234	13	8hz	8hz	ADJ
easat-3884	234	14	and	and	CCONJ
easat-3884	234	15	30hz	30hz	NOUN
easat-3884	234	16	.	.	PUNCT
easat-3884	235	1	finally	finally	ADV
easat-3884	235	2	,	,	PUNCT
easat-3884	235	3	the	the	DET
easat-3884	235	4	eeg	eeg	NOUN
easat-3884	235	5	signals	signal	NOUN
easat-3884	235	6	are	be	AUX
easat-3884	235	7	converted	convert	VERB
easat-3884	235	8	back	back	ADV
easat-3884	235	9	to	to	ADP
easat-3884	235	10	the	the	DET
easat-3884	235	11	time	time	NOUN
easat-3884	235	12	domain	domain	NOUN
easat-3884	235	13	using	use	VERB
easat-3884	235	14	the	the	DET
easat-3884	235	15	inverse	inverse	NOUN
easat-3884	235	16	fft	fft	NOUN
easat-3884	235	17	method	method	NOUN
easat-3884	235	18	.	.	PUNCT
easat-3884	236	1	4.2.2	4.2.2	X
easat-3884	236	2	.	.	PUNCT
easat-3884	237	1	training	training	NOUN
easat-3884	237	2	and	and	CCONJ
easat-3884	237	3	results	result	VERB
easat-3884	237	4	each	each	DET
easat-3884	237	5	deep	deep	ADJ
easat-3884	237	6	learning	learning	NOUN
easat-3884	237	7	models	model	NOUN
easat-3884	237	8	were	be	AUX
easat-3884	237	9	trained	train	VERB
easat-3884	237	10	on	on	ADP
easat-3884	237	11	a	a	DET
easat-3884	237	12	single	single	ADJ
easat-3884	237	13	gpu	gpu	NOUN
easat-3884	237	14	system	system	NOUN
easat-3884	237	15	,	,	PUNCT
easat-3884	237	16	nvidia	nvidia	PROPN
easat-3884	237	17	a100	a100	PROPN
easat-3884	237	18	40	40	NUM
easat-3884	237	19	gb	gb	NOUN
easat-3884	237	20	,	,	PUNCT
easat-3884	237	21	using	use	VERB
easat-3884	237	22	adam	adam	PROPN
easat-3884	237	23	optimizer	optimizer	NOUN
easat-3884	237	24	of	of	ADP
easat-3884	237	25	the	the	DET
easat-3884	237	26	tensorflow	tensorflow	NOUN
easat-3884	237	27	library	library	NOUN
easat-3884	237	28	and	and	CCONJ
easat-3884	237	29	the	the	DET
easat-3884	237	30	following	follow	VERB
easat-3884	237	31	training	training	NOUN
easat-3884	237	32	parameters	parameter	NOUN
easat-3884	237	33	:	:	PUNCT
easat-3884	237	34	batch	batch	NOUN
easat-3884	237	35	size	size	NOUN
easat-3884	237	36	=	=	SYM
easat-3884	237	37	32	32	NUM
easat-3884	237	38	,	,	PUNCT
easat-3884	237	39	learning	learn	VERB
easat-3884	237	40	rate	rate	NOUN
easat-3884	237	41	=	=	NOUN
easat-3884	237	42	0.001	0.001	NUM
easat-3884	237	43	,	,	PUNCT
easat-3884	237	44	number	number	NOUN
easat-3884	237	45	epoch	epoch	NOUN
easat-3884	237	46	=	=	SYM
easat-3884	237	47	1000	1000	NUM
easat-3884	237	48	,	,	PUNCT
easat-3884	237	49	patience	patience	NOUN
easat-3884	237	50	=	=	SYM
easat-3884	237	51	300	300	NUM
easat-3884	237	52	.	.	PUNCT
easat-3884	238	1	these	these	DET
easat-3884	238	2	parameters	parameter	NOUN
easat-3884	238	3	were	be	AUX
easat-3884	238	4	determined	determine	VERB
easat-3884	238	5	through	through	ADP
easat-3884	238	6	many	many	ADJ
easat-3884	238	7	sets	set	NOUN
easat-3884	238	8	of	of	ADP
easat-3884	238	9	parameters	parameter	NOUN
easat-3884	238	10	based	base	VERB
easat-3884	238	11	on	on	ADP
easat-3884	238	12	the	the	DET
easat-3884	238	13	results	result	NOUN
easat-3884	238	14	of	of	ADP
easat-3884	238	15	r	r	NOUN
easat-3884	238	16	my	my	PRON
easat-3884	238	17	initial	initial	ADJ
easat-3884	238	18	testing	testing	NOUN
easat-3884	238	19	results	result	NOUN
easat-3884	238	20	are	be	AUX
easat-3884	238	21	shown	show	VERB
easat-3884	238	22	in	in	ADP
easat-3884	238	23	table	table	NOUN
easat-3884	238	24	4.7	4.7	NUM
easat-3884	238	25	below	below	ADV
easat-3884	238	26	.	.	PUNCT
easat-3884	239	1	in	in	ADP
easat-3884	239	2	the	the	DET
easat-3884	239	3	experimental	experimental	ADJ
easat-3884	239	4	results	result	NOUN
easat-3884	239	5	of	of	ADP
easat-3884	239	6	subject	subject	ADJ
easat-3884	239	7	-	-	PUNCT
easat-3884	239	8	independent	independent	ADJ
easat-3884	239	9	approach	approach	NOUN
easat-3884	239	10	,	,	PUNCT
easat-3884	239	11	the	the	DET
easat-3884	239	12	atcnet	atcnet	ADJ
easat-3884	239	13	model	model	NOUN
easat-3884	239	14	we	we	PRON
easat-3884	239	15	trained	train	VERB
easat-3884	239	16	gave	give	VERB
easat-3884	239	17	better	well	ADJ
easat-3884	239	18	results	result	NOUN
easat-3884	239	19	than	than	ADP
easat-3884	239	20	the	the	DET
easat-3884	239	21	original	original	ADJ
easat-3884	239	22	study	study	NOUN
easat-3884	239	23	.	.	PUNCT
easat-3884	240	1	this	this	PRON
easat-3884	240	2	may	may	AUX
easat-3884	240	3	be	be	AUX
easat-3884	240	4	because	because	SCONJ
easat-3884	240	5	we	we	PRON
easat-3884	240	6	used	use	VERB
easat-3884	240	7	batch	batch	NOUN
easat-3884	240	8	size	size	NOUN
easat-3884	240	9	=	=	SYM
easat-3884	240	10	32	32	NUM
easat-3884	240	11	compared	compare	VERB
easat-3884	240	12	to	to	ADP
easat-3884	240	13	64	64	NUM
easat-3884	240	14	in	in	ADP
easat-3884	240	15	the	the	DET
easat-3884	240	16	original	original	ADJ
easat-3884	240	17	paper	paper	NOUN
easat-3884	240	18	.	.	PUNCT
easat-3884	241	1	reducing	reduce	VERB
easat-3884	241	2	the	the	DET
easat-3884	241	3	batch	batch	NOUN
easat-3884	241	4	size	size	NOUN
easat-3884	241	5	helps	help	VERB
easat-3884	241	6	minimize	minimize	VERB
easat-3884	241	7	overfitting	overfitte	VERB
easat-3884	241	8	,	,	PUNCT
easat-3884	241	9	faster	fast	ADJ
easat-3884	241	10	convergence	convergence	NOUN
easat-3884	241	11	which	which	PRON
easat-3884	241	12	may	may	AUX
easat-3884	241	13	contribute	contribute	VERB
easat-3884	241	14	to	to	ADP
easat-3884	241	15	better	well	ADJ
easat-3884	241	16	model	model	NOUN
easat-3884	241	17	performance	performance	NOUN
easat-3884	241	18	.	.	PUNCT
easat-3884	242	1	table	table	NOUN
easat-3884	242	2	2	2	NUM
easat-3884	242	3	shows	show	VERB
easat-3884	242	4	the	the	DET
easat-3884	242	5	comparison	comparison	NOUN
easat-3884	242	6	of	of	ADP
easat-3884	242	7	some	some	DET
easat-3884	242	8	deep	deep	ADJ
easat-3884	242	9	learning	learning	NOUN
easat-3884	242	10	model	model	NOUN
easat-3884	242	11	performance	performance	NOUN
easat-3884	242	12	on	on	ADP
easat-3884	242	13	the	the	DET
easat-3884	242	14	competition	competition	NOUN
easat-3884	242	15	dataset	dataset	NOUN
easat-3884	242	16	.	.	PUNCT
easat-3884	243	1	8883	8883	NUM
easat-3884	243	2	edelweiss	edelweiss	PROPN
easat-3884	243	3	applied	apply	VERB
easat-3884	243	4	science	science	NOUN
easat-3884	243	5	and	and	CCONJ
easat-3884	243	6	technology	technology	NOUN
easat-3884	243	7	issn	issn	PROPN
easat-3884	243	8	:	:	PUNCT
easat-3884	243	9	2576	2576	NUM
easat-3884	243	10	-	-	SYM
easat-3884	243	11	8484	8484	NUM
easat-3884	243	12	vol	vol	NOUN
easat-3884	243	13	.	.	PROPN
easat-3884	243	14	8	8	NUM
easat-3884	243	15	,	,	PUNCT
easat-3884	243	16	no	no	INTJ
easat-3884	243	17	.	.	NOUN
easat-3884	244	1	6	6	NUM
easat-3884	244	2	:	:	SYM
easat-3884	244	3	8873	8873	NUM
easat-3884	244	4	-	-	SYM
easat-3884	244	5	8891	8891	NUM
easat-3884	244	6	,	,	PUNCT
easat-3884	244	7	2024	2024	NUM
easat-3884	244	8	doi	doi	NOUN
easat-3884	244	9	:	:	PUNCT
easat-3884	244	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	244	11	©	©	PROPN
easat-3884	244	12	2024	2024	NUM
easat-3884	244	13	by	by	ADP
easat-3884	244	14	the	the	DET
easat-3884	244	15	authors	author	NOUN
easat-3884	244	16	;	;	PUNCT
easat-3884	244	17	licensee	licensee	PROPN
easat-3884	244	18	learning	learn	VERB
easat-3884	244	19	gate	gate	NOUN
easat-3884	244	20	table	table	NOUN
easat-3884	244	21	2	2	NUM
easat-3884	244	22	:	:	PUNCT
easat-3884	244	23	comparison	comparison	NOUN
easat-3884	244	24	of	of	ADP
easat-3884	244	25	deep	deep	ADJ
easat-3884	244	26	learning	learning	NOUN
easat-3884	244	27	model	model	NOUN
easat-3884	244	28	performance	performance	NOUN
easat-3884	244	29	on	on	ADP
easat-3884	244	30	the	the	DET
easat-3884	244	31	competition	competition	NOUN
easat-3884	244	32	iv-2a	iv-2a	NOUN
easat-3884	244	33	dataset	dataset	NOUN
easat-3884	244	34	.	.	PUNCT
easat-3884	245	1	model	model	NOUN
easat-3884	245	2	subject	subject	ADJ
easat-3884	245	3	-	-	PUNCT
easat-3884	245	4	dependent	dependent	ADJ
easat-3884	245	5	subject	subject	ADJ
easat-3884	245	6	-	-	PUNCT
easat-3884	245	7	independent	independent	ADJ
easat-3884	245	8	accuracy	accuracy	NOUN
easat-3884	245	9	k	k	ADJ
easat-3884	245	10	-	-	PUNCT
easat-3884	245	11	score	score	NOUN
easat-3884	245	12	accuracy	accuracy	NOUN
easat-3884	245	13	k	k	NOUN
easat-3884	245	14	-	-	PUNCT
easat-3884	245	15	score	score	NOUN
easat-3884	245	16	atcnet	atcnet	NOUN
easat-3884	245	17	81.75	81.75	NUM
easat-3884	245	18	0.757	0.757	NUM
easat-3884	245	19	71.97	71.97	NUM
easat-3884	245	20	0.62	0.62	NUM
easat-3884	245	21	atcnet	atcnet	ADJ
easat-3884	245	22	original	original	ADJ
easat-3884	245	23	paper	paper	NOUN
easat-3884	245	24	_	_	PUNCT
easat-3884	246	1	_	_	PUNCT
easat-3884	247	1	70.97	70.97	NUM
easat-3884	247	2	0.613	0.613	NUM
easat-3884	247	3	eegnet	eegnet	NOUN
easat-3884	247	4	70.33	70.33	NUM
easat-3884	247	5	0.604	0.604	NUM
easat-3884	247	6	59.34	59.34	NUM
easat-3884	247	7	0.458	0.458	NUM
easat-3884	247	8	eegtcnet	eegtcnet	NOUN
easat-3884	247	9	66.09	66.09	NUM
easat-3884	247	10	0.548	0.548	NUM
easat-3884	247	11	59.18	59.18	NUM
easat-3884	247	12	0.456	0.456	NUM
easat-3884	247	13	mbeeeg_senet	mbeeeg_senet	NOUN
easat-3884	247	14	67.4	67.4	NUM
easat-3884	247	15	0.565	0.565	NUM
easat-3884	247	16	57	57	NUM
easat-3884	247	17	0.427	0.427	NUM
easat-3884	247	18	tcnet_fusion	tcnet_fusion	NOUN
easat-3884	247	19	71.53	71.53	NUM
easat-3884	247	20	0.62	0.62	NUM
easat-3884	247	21	61.44	61.44	NUM
easat-3884	247	22	0.486	0.486	NUM
easat-3884	247	23	deepconv	deepconv	NOUN
easat-3884	247	24	39.81	39.81	NUM
easat-3884	247	25	0.198	0.198	NUM
easat-3884	247	26	58.18	58.18	NUM
easat-3884	247	27	0.442	0.442	NUM
easat-3884	247	28	shallowconv	shallowconv	NOUN
easat-3884	247	29	72.49	72.49	NUM
easat-3884	247	30	0.633	0.633	NUM
easat-3884	247	31	60.11	60.11	NUM
easat-3884	247	32	0.468	0.468	NUM
easat-3884	247	33	the	the	DET
easat-3884	247	34	vkist	vkist	NOUN
easat-3884	247	35	dataset	dataset	NOUN
easat-3884	247	36	is	be	AUX
easat-3884	247	37	separated	separate	VERB
easat-3884	247	38	into	into	ADP
easat-3884	247	39	2	2	NUM
easat-3884	247	40	parts	part	NOUN
easat-3884	247	41	:	:	PUNCT
easat-3884	247	42	80	80	NUM
easat-3884	247	43	%	%	NOUN
easat-3884	247	44	as	as	ADP
easat-3884	247	45	training	training	NOUN
easat-3884	247	46	data	datum	NOUN
easat-3884	247	47	and	and	CCONJ
easat-3884	247	48	20	20	NUM
easat-3884	247	49	%	%	NOUN
easat-3884	247	50	as	as	ADP
easat-3884	247	51	testing	test	VERB
easat-3884	247	52	data	datum	NOUN
easat-3884	247	53	.	.	PUNCT
easat-3884	248	1	table	table	NOUN
easat-3884	248	2	3	3	NUM
easat-3884	248	3	shows	show	VERB
easat-3884	248	4	the	the	DET
easat-3884	248	5	comparison	comparison	NOUN
easat-3884	248	6	of	of	ADP
easat-3884	248	7	some	some	DET
easat-3884	248	8	deep	deep	ADJ
easat-3884	248	9	learning	learning	NOUN
easat-3884	248	10	model	model	NOUN
easat-3884	248	11	performance	performance	NOUN
easat-3884	248	12	on	on	ADP
easat-3884	248	13	the	the	DET
easat-3884	248	14	vkist	vkist	NOUN
easat-3884	248	15	dataset	dataset	VERB
easat-3884	248	16	.	.	PUNCT
easat-3884	249	1	table	table	NOUN
easat-3884	249	2	3	3	NUM
easat-3884	249	3	:	:	PUNCT
easat-3884	249	4	comparison	comparison	NOUN
easat-3884	249	5	of	of	ADP
easat-3884	249	6	deep	deep	ADJ
easat-3884	249	7	learning	learning	NOUN
easat-3884	249	8	model	model	NOUN
easat-3884	249	9	performance	performance	NOUN
easat-3884	249	10	on	on	ADP
easat-3884	249	11	the	the	DET
easat-3884	249	12	vkist	vkist	NOUN
easat-3884	249	13	dataset	dataset	NOUN
easat-3884	249	14	.	.	PUNCT
easat-3884	250	1	model	model	NOUN
easat-3884	250	2	without	without	ADP
easat-3884	250	3	preprocessing	preprocesse	VERB
easat-3884	250	4	with	with	ADP
easat-3884	250	5	preprocessing	preprocessing	NOUN
easat-3884	250	6	accuracy	accuracy	NOUN
easat-3884	250	7	k	k	ADJ
easat-3884	250	8	-	-	PUNCT
easat-3884	250	9	score	score	NOUN
easat-3884	250	10	accuracy	accuracy	NOUN
easat-3884	250	11	k	k	NOUN
easat-3884	250	12	-	-	PUNCT
easat-3884	250	13	score	score	NOUN
easat-3884	250	14	atcnet	atcnet	NOUN
easat-3884	250	15	20.26	20.26	NUM
easat-3884	250	16	-0.069	-0.069	X
easat-3884	250	17	23.91	23.91	NUM
easat-3884	250	18	-0.033	-0.033	PUNCT
easat-3884	250	19	eegnet	eegnet	PROPN
easat-3884	250	20	23.54	23.54	NUM
easat-3884	250	21	0.011	0.011	NUM
easat-3884	250	22	50	50	NUM
easat-3884	250	23	0.333	0.333	NUM
easat-3884	250	24	eegtcnet	eegtcnet	NOUN
easat-3884	250	25	26.15	26.15	NUM
easat-3884	250	26	-0.019	-0.019	NOUN
easat-3884	250	27	_	_	PUNCT
easat-3884	251	1	_	_	PUNCT
easat-3884	252	1	mbeeeg_senet	mbeeeg_senet	X
easat-3884	252	2	23.54	23.54	NUM
easat-3884	252	3	-0.019	-0.019	NOUN
easat-3884	253	1	_	_	PUNCT
easat-3884	254	1	_	_	PUNCT
easat-3884	255	1	tcnet_fusion	tcnet_fusion	NOUN
easat-3884	255	2	23.08	23.08	NUM
easat-3884	255	3	-0.042	-0.042	PUNCT
easat-3884	255	4	_	_	PUNCT
easat-3884	256	1	_	_	PUNCT
easat-3884	256	2	deepconv	deepconv	PROPN
easat-3884	256	3	23.85	23.85	NUM
easat-3884	256	4	-0.028	-0.028	PUNCT
easat-3884	256	5	_	_	PUNCT
easat-3884	257	1	_	_	PUNCT
easat-3884	258	1	shallowconv	shallowconv	ADJ
easat-3884	258	2	23.96	23.96	NUM
easat-3884	258	3	-0.014	-0.014	NOUN
easat-3884	258	4	_	_	PUNCT
easat-3884	259	1	_	_	DET
easat-3884	259	2	table	table	NOUN
easat-3884	259	3	3	3	NUM
easat-3884	259	4	represents	represent	VERB
easat-3884	259	5	testing	testing	NOUN
easat-3884	259	6	result	result	NOUN
easat-3884	259	7	from	from	ADP
easat-3884	259	8	this	this	DET
easat-3884	259	9	phase	phase	NOUN
easat-3884	259	10	.	.	PUNCT
easat-3884	260	1	compared	compare	VERB
easat-3884	260	2	to	to	ADP
easat-3884	260	3	the	the	DET
easat-3884	260	4	results	result	NOUN
easat-3884	260	5	from	from	ADP
easat-3884	260	6	the	the	DET
easat-3884	260	7	bci	bci	PROPN
easat-3884	260	8	competition	competition	NOUN
easat-3884	260	9	iv-2a	iv-2a	VERB
easat-3884	260	10	in	in	ADP
easat-3884	260	11	table	table	NOUN
easat-3884	260	12	2	2	NUM
easat-3884	260	13	,	,	PUNCT
easat-3884	260	14	the	the	DET
easat-3884	260	15	classification	classification	NOUN
easat-3884	260	16	performance	performance	NOUN
easat-3884	260	17	of	of	ADP
easat-3884	260	18	all	all	DET
easat-3884	260	19	mentioned	mention	VERB
easat-3884	260	20	deep	deep	ADJ
easat-3884	260	21	learning	learning	NOUN
easat-3884	260	22	models	model	NOUN
easat-3884	260	23	is	be	AUX
easat-3884	260	24	significantly	significantly	ADV
easat-3884	260	25	lower	low	ADJ
easat-3884	260	26	.	.	PUNCT
easat-3884	261	1	this	this	PRON
easat-3884	261	2	might	might	AUX
easat-3884	261	3	be	be	AUX
easat-3884	261	4	because	because	SCONJ
easat-3884	261	5	our	our	PRON
easat-3884	261	6	eeg	eeg	NOUN
easat-3884	261	7	recording	recording	NOUN
easat-3884	261	8	device	device	NOUN
easat-3884	261	9	lacks	lack	VERB
easat-3884	261	10	the	the	DET
easat-3884	261	11	necessary	necessary	ADJ
easat-3884	261	12	sampling	sampling	NOUN
easat-3884	261	13	rate	rate	NOUN
easat-3884	261	14	,	,	PUNCT
easat-3884	261	15	signal	signal	ADJ
easat-3884	261	16	bit	bit	NOUN
easat-3884	261	17	depth	depth	NOUN
easat-3884	261	18	and	and	CCONJ
easat-3884	261	19	sensor	sensor	NOUN
easat-3884	261	20	quality	quality	NOUN
easat-3884	261	21	compared	compare	VERB
easat-3884	261	22	to	to	ADP
easat-3884	261	23	more	more	ADV
easat-3884	261	24	commonly	commonly	ADV
easat-3884	261	25	used	use	VERB
easat-3884	261	26	devices	device	NOUN
easat-3884	261	27	to	to	PART
easat-3884	261	28	capture	capture	VERB
easat-3884	261	29	stable	stable	ADJ
easat-3884	261	30	eeg	eeg	PROPN
easat-3884	261	31	data	datum	NOUN
easat-3884	261	32	.	.	PUNCT
easat-3884	262	1	among	among	ADP
easat-3884	262	2	the	the	DET
easat-3884	262	3	deep	deep	ADJ
easat-3884	262	4	learning	learning	NOUN
easat-3884	262	5	models	model	NOUN
easat-3884	262	6	,	,	PUNCT
easat-3884	262	7	only	only	ADV
easat-3884	262	8	eegnet	eegnet	PROPN
easat-3884	262	9	achieved	achieve	VERB
easat-3884	262	10	a	a	DET
easat-3884	262	11	positive	positive	ADJ
easat-3884	262	12	cohen	cohen	NOUN
easat-3884	262	13	’s	’s	PART
easat-3884	262	14	kappa	kappa	PROPN
easat-3884	262	15	score	score	PROPN
easat-3884	262	16	when	when	SCONJ
easat-3884	262	17	tested	test	VERB
easat-3884	262	18	with	with	ADP
easat-3884	262	19	raw	raw	ADJ
easat-3884	262	20	eeg	eeg	PROPN
easat-3884	262	21	data	datum	NOUN
easat-3884	262	22	.	.	PUNCT
easat-3884	263	1	therefore	therefore	ADV
easat-3884	263	2	,	,	PUNCT
easat-3884	263	3	we	we	PRON
easat-3884	263	4	modified	modify	VERB
easat-3884	263	5	the	the	DET
easat-3884	263	6	input	input	NOUN
easat-3884	263	7	layers	layer	NOUN
easat-3884	263	8	of	of	ADP
easat-3884	263	9	both	both	DET
easat-3884	263	10	eegnet	eegnet	NOUN
easat-3884	263	11	and	and	CCONJ
easat-3884	263	12	atcnet	atcnet	PROPN
easat-3884	263	13	to	to	PART
easat-3884	263	14	test	test	VERB
easat-3884	263	15	them	they	PRON
easat-3884	263	16	with	with	ADP
easat-3884	263	17	preprocessed	preprocesse	VERB
easat-3884	263	18	vkist	vkist	ADJ
easat-3884	263	19	data	datum	NOUN
easat-3884	263	20	.	.	PUNCT
easat-3884	264	1	the	the	DET
easat-3884	264	2	modified	modify	VERB
easat-3884	264	3	eegnet	eegnet	NOUN
easat-3884	264	4	model	model	NOUN
easat-3884	264	5	significantly	significantly	ADV
easat-3884	264	6	outperforms	outperform	VERB
easat-3884	264	7	the	the	DET
easat-3884	264	8	atcnet	atcnet	NOUN
easat-3884	264	9	.	.	PUNCT
easat-3884	265	1	4.3	4.3	NUM
easat-3884	265	2	.	.	PUNCT
easat-3884	265	3	motor	motor	NOUN
easat-3884	265	4	imagery	imagery	NOUN
easat-3884	265	5	classification	classification	NOUN
easat-3884	265	6	using	use	VERB
easat-3884	265	7	lda	lda	PROPN
easat-3884	265	8	and	and	CCONJ
easat-3884	265	9	csp	csp	PROPN
easat-3884	265	10	we	we	PRON
easat-3884	265	11	extract	extract	VERB
easat-3884	265	12	eeg	eeg	NOUN
easat-3884	265	13	feature	feature	NOUN
easat-3884	265	14	using	use	VERB
easat-3884	265	15	dsp	dsp	NOUN
easat-3884	265	16	methods	method	NOUN
easat-3884	265	17	to	to	PART
easat-3884	265	18	derive	derive	VERB
easat-3884	265	19	more	more	ADV
easat-3884	265	20	meaningful	meaningful	ADJ
easat-3884	265	21	features	feature	NOUN
easat-3884	265	22	from	from	ADP
easat-3884	265	23	these	these	DET
easat-3884	265	24	raw	raw	ADJ
easat-3884	265	25	eeg	eeg	NOUN
easat-3884	265	26	signals	signal	NOUN
easat-3884	265	27	.	.	PUNCT
easat-3884	266	1	subsequently	subsequently	ADV
easat-3884	266	2	,	,	PUNCT
easat-3884	266	3	the	the	DET
easat-3884	266	4	logarithm	logarithm	NOUN
easat-3884	266	5	of	of	ADP
easat-3884	266	6	the	the	DET
easat-3884	266	7	variance	variance	NOUN
easat-3884	266	8	for	for	ADP
easat-3884	266	9	each	each	DET
easat-3884	266	10	electrode	electrode	NOUN
easat-3884	266	11	will	will	AUX
easat-3884	266	12	be	be	AUX
easat-3884	266	13	calculated	calculate	VERB
easat-3884	266	14	to	to	PART
easat-3884	266	15	serve	serve	VERB
easat-3884	266	16	as	as	ADP
easat-3884	266	17	feature	feature	NOUN
easat-3884	266	18	vectors	vector	NOUN
easat-3884	266	19	for	for	ADP
easat-3884	266	20	an	an	DET
easat-3884	266	21	mi	mi	PROPN
easat-3884	266	22	task	task	PROPN
easat-3884	266	23	classifier	classifier	NOUN
easat-3884	266	24	.	.	PUNCT
easat-3884	267	1	besides	besides	SCONJ
easat-3884	267	2	that	that	PRON
easat-3884	267	3	,	,	PUNCT
easat-3884	267	4	according	accord	VERB
easat-3884	267	5	to	to	ADP
easat-3884	267	6	a	a	DET
easat-3884	267	7	study	study	NOUN
easat-3884	267	8	by	by	ADP
easat-3884	267	9	huang	huang	PROPN
easat-3884	267	10	g	g	PROPN
easat-3884	267	11	et	et	PROPN
easat-3884	267	12	al	al	PROPN
easat-3884	267	13	[	[	X
easat-3884	267	14	27	27	NUM
easat-3884	267	15	]	]	PUNCT
easat-3884	267	16	,	,	PUNCT
easat-3884	267	17	the	the	DET
easat-3884	267	18	time	time	NOUN
easat-3884	267	19	-	-	PUNCT
easat-3884	267	20	frequency	frequency	NOUN
easat-3884	267	21	response	response	NOUN
easat-3884	267	22	of	of	ADP
easat-3884	267	23	eeg	eeg	PROPN
easat-3884	267	24	signal	signal	PROPN
easat-3884	267	25	within	within	ADP
easat-3884	267	26	-	-	PUNCT
easat-3884	267	27	subject	subject	NOUN
easat-3884	267	28	is	be	AUX
easat-3884	267	29	more	more	ADV
easat-3884	267	30	consistent	consistent	ADJ
easat-3884	267	31	than	than	ADP
easat-3884	267	32	cross	cross	ADJ
easat-3884	267	33	-	-	ADJ
easat-3884	267	34	subject	subject	ADJ
easat-3884	267	35	and	and	CCONJ
easat-3884	267	36	the	the	DET
easat-3884	267	37	csp	csp	PROPN
easat-3884	267	38	feature	feature	NOUN
easat-3884	267	39	has	have	VERB
easat-3884	267	40	a	a	DET
easat-3884	267	41	significant	significant	ADJ
easat-3884	267	42	difference	difference	NOUN
easat-3884	267	43	between	between	ADP
easat-3884	267	44	subjects	subject	NOUN
easat-3884	267	45	.	.	PUNCT
easat-3884	268	1	8884	8884	NUM
easat-3884	268	2	edelweiss	edelweiss	PROPN
easat-3884	268	3	applied	apply	VERB
easat-3884	268	4	science	science	NOUN
easat-3884	268	5	and	and	CCONJ
easat-3884	268	6	technology	technology	NOUN
easat-3884	268	7	issn	issn	PROPN
easat-3884	268	8	:	:	PUNCT
easat-3884	268	9	2576	2576	NUM
easat-3884	268	10	-	-	SYM
easat-3884	268	11	8484	8484	NUM
easat-3884	268	12	vol	vol	NOUN
easat-3884	268	13	.	.	PROPN
easat-3884	268	14	8	8	NUM
easat-3884	268	15	,	,	PUNCT
easat-3884	268	16	no	no	INTJ
easat-3884	268	17	.	.	NOUN
easat-3884	269	1	6	6	NUM
easat-3884	269	2	:	:	SYM
easat-3884	269	3	8873	8873	NUM
easat-3884	269	4	-	-	SYM
easat-3884	269	5	8891	8891	NUM
easat-3884	269	6	,	,	PUNCT
easat-3884	269	7	2024	2024	NUM
easat-3884	269	8	doi	doi	NOUN
easat-3884	269	9	:	:	PUNCT
easat-3884	269	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	269	11	©	©	PROPN
easat-3884	269	12	2024	2024	NUM
easat-3884	269	13	by	by	ADP
easat-3884	269	14	the	the	DET
easat-3884	269	15	authors	author	NOUN
easat-3884	269	16	;	;	PUNCT
easat-3884	269	17	licensee	licensee	PROPN
easat-3884	269	18	learning	learning	NOUN
easat-3884	269	19	gate	gate	VERB
easat-3884	269	20	the	the	DET
easat-3884	269	21	csp	csp	PROPN
easat-3884	269	22	method	method	NOUN
easat-3884	269	23	optimizes	optimize	VERB
easat-3884	269	24	the	the	DET
easat-3884	269	25	variance	variance	NOUN
easat-3884	269	26	of	of	ADP
easat-3884	269	27	one	one	NUM
easat-3884	269	28	class	class	NOUN
easat-3884	269	29	of	of	ADP
easat-3884	269	30	signals	signal	NOUN
easat-3884	269	31	while	while	SCONJ
easat-3884	269	32	minimizing	minimize	VERB
easat-3884	269	33	the	the	DET
easat-3884	269	34	variance	variance	NOUN
easat-3884	269	35	of	of	ADP
easat-3884	269	36	the	the	DET
easat-3884	269	37	other	other	ADJ
easat-3884	269	38	class	class	NOUN
easat-3884	269	39	.	.	PUNCT
easat-3884	270	1	the	the	DET
easat-3884	270	2	csp	csp	PROPN
easat-3884	270	3	filter	filter	NOUN
easat-3884	270	4	produces	produce	VERB
easat-3884	270	5	new	new	ADJ
easat-3884	270	6	signal	signal	NOUN
easat-3884	270	7	components	component	NOUN
easat-3884	270	8	(	(	PUNCT
easat-3884	270	9	new	new	ADJ
easat-3884	270	10	signal	signal	NOUN
easat-3884	270	11	channels	channel	NOUN
easat-3884	270	12	)	)	PUNCT
easat-3884	270	13	that	that	PRON
easat-3884	270	14	are	be	AUX
easat-3884	270	15	linear	linear	ADJ
easat-3884	270	16	combinations	combination	NOUN
easat-3884	270	17	of	of	ADP
easat-3884	270	18	the	the	DET
easat-3884	270	19	original	original	ADJ
easat-3884	270	20	signal	signal	NOUN
easat-3884	270	21	components	component	NOUN
easat-3884	270	22	(	(	PUNCT
easat-3884	270	23	original	original	ADJ
easat-3884	270	24	signal	signal	NOUN
easat-3884	270	25	channels	channel	NOUN
easat-3884	270	26	)	)	PUNCT
easat-3884	270	27	,	,	PUNCT
easat-3884	270	28	resulting	result	VERB
easat-3884	270	29	in	in	ADP
easat-3884	270	30	decreasing	decrease	VERB
easat-3884	270	31	variance	variance	NOUN
easat-3884	270	32	for	for	ADP
easat-3884	270	33	one	one	NUM
easat-3884	270	34	class	class	NOUN
easat-3884	270	35	and	and	CCONJ
easat-3884	270	36	increasing	increase	VERB
easat-3884	270	37	variance	variance	NOUN
easat-3884	270	38	for	for	ADP
easat-3884	270	39	the	the	DET
easat-3884	270	40	other	other	ADJ
easat-3884	270	41	.	.	PUNCT
easat-3884	271	1	this	this	DET
easat-3884	271	2	characteristic	characteristic	NOUN
easat-3884	271	3	of	of	ADP
easat-3884	271	4	the	the	DET
easat-3884	271	5	csp	csp	PROPN
easat-3884	271	6	filter	filter	NOUN
easat-3884	271	7	is	be	AUX
easat-3884	271	8	illustrated	illustrate	VERB
easat-3884	271	9	in	in	ADP
easat-3884	271	10	figure	figure	NOUN
easat-3884	271	11	6	6	NUM
easat-3884	271	12	.	.	PUNCT
easat-3884	272	1	figure	figure	VERB
easat-3884	272	2	6	6	NUM
easat-3884	272	3	:	:	PUNCT
easat-3884	272	4	csp	csp	PROPN
easat-3884	272	5	analysis	analysis	NOUN
easat-3884	272	6	of	of	ADP
easat-3884	272	7	the	the	DET
easat-3884	272	8	left	left	ADJ
easat-3884	272	9	and	and	CCONJ
easat-3884	272	10	right	right	ADJ
easat-3884	272	11	hand	hand	NOUN
easat-3884	272	12	classes	class	NOUN
easat-3884	272	13	we	we	PRON
easat-3884	272	14	consider	consider	VERB
easat-3884	272	15	the	the	DET
easat-3884	272	16	characteristics	characteristic	NOUN
easat-3884	272	17	of	of	ADP
easat-3884	272	18	the	the	DET
easat-3884	272	19	csp	csp	PROPN
easat-3884	272	20	features	feature	NOUN
easat-3884	272	21	and	and	CCONJ
easat-3884	272	22	choose	choose	VERB
easat-3884	272	23	to	to	PART
easat-3884	272	24	implement	implement	VERB
easat-3884	272	25	and	and	CCONJ
easat-3884	272	26	train	train	VERB
easat-3884	272	27	an	an	DET
easat-3884	272	28	lda	lda	PROPN
easat-3884	272	29	classifier	classifier	NOUN
easat-3884	272	30	individually	individually	ADV
easat-3884	272	31	for	for	ADP
easat-3884	272	32	each	each	DET
easat-3884	272	33	test	test	NOUN
easat-3884	272	34	subject	subject	NOUN
easat-3884	272	35	.	.	PUNCT
easat-3884	273	1	figure	figure	NOUN
easat-3884	273	2	7	7	NUM
easat-3884	273	3	illustrates	illustrate	VERB
easat-3884	273	4	the	the	DET
easat-3884	273	5	classification	classification	NOUN
easat-3884	273	6	of	of	ADP
easat-3884	273	7	data	datum	NOUN
easat-3884	273	8	using	use	VERB
easat-3884	273	9	the	the	DET
easat-3884	273	10	lda	lda	PROPN
easat-3884	273	11	algorithm	algorithm	NOUN
easat-3884	273	12	.	.	PUNCT
easat-3884	274	1	it	it	PRON
easat-3884	274	2	demonstrates	demonstrate	VERB
easat-3884	274	3	that	that	SCONJ
easat-3884	274	4	the	the	DET
easat-3884	274	5	lda	lda	PROPN
easat-3884	274	6	algorithm	algorithm	NOUN
easat-3884	274	7	effectively	effectively	ADV
easat-3884	274	8	distinguishes	distinguish	VERB
easat-3884	274	9	between	between	ADP
easat-3884	274	10	the	the	DET
easat-3884	274	11	signals	signal	NOUN
easat-3884	274	12	,	,	PUNCT
easat-3884	274	13	separating	separate	VERB
easat-3884	274	14	them	they	PRON
easat-3884	274	15	into	into	ADP
easat-3884	274	16	two	two	NUM
easat-3884	274	17	distinct	distinct	ADJ
easat-3884	274	18	regions	region	NOUN
easat-3884	274	19	corresponding	correspond	VERB
easat-3884	274	20	to	to	ADP
easat-3884	274	21	the	the	DET
easat-3884	274	22	two	two	NUM
easat-3884	274	23	signal	signal	ADJ
easat-3884	274	24	classes	class	NOUN
easat-3884	274	25	.	.	PUNCT
easat-3884	275	1	8885	8885	NUM
easat-3884	275	2	edelweiss	edelweiss	PROPN
easat-3884	275	3	applied	apply	VERB
easat-3884	275	4	science	science	NOUN
easat-3884	275	5	and	and	CCONJ
easat-3884	275	6	technology	technology	NOUN
easat-3884	275	7	issn	issn	PROPN
easat-3884	275	8	:	:	PUNCT
easat-3884	275	9	2576	2576	NUM
easat-3884	275	10	-	-	SYM
easat-3884	275	11	8484	8484	NUM
easat-3884	275	12	vol	vol	NOUN
easat-3884	275	13	.	.	PROPN
easat-3884	275	14	8	8	NUM
easat-3884	275	15	,	,	PUNCT
easat-3884	275	16	no	no	INTJ
easat-3884	275	17	.	.	NOUN
easat-3884	275	18	6	6	NUM
easat-3884	275	19	:	:	SYM
easat-3884	275	20	8873	8873	NUM
easat-3884	275	21	-	-	SYM
easat-3884	275	22	8891	8891	NUM
easat-3884	275	23	,	,	PUNCT
easat-3884	275	24	2024	2024	NUM
easat-3884	275	25	doi	doi	NOUN
easat-3884	275	26	:	:	PUNCT
easat-3884	275	27	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	275	28	©	©	PROPN
easat-3884	275	29	2024	2024	NUM
easat-3884	275	30	by	by	ADP
easat-3884	275	31	the	the	DET
easat-3884	275	32	authors	author	NOUN
easat-3884	275	33	;	;	PUNCT
easat-3884	275	34	licensee	licensee	PROPN
easat-3884	275	35	learning	learn	VERB
easat-3884	275	36	gate	gate	NOUN
easat-3884	275	37	figure	figure	NOUN
easat-3884	275	38	7	7	NUM
easat-3884	275	39	:	:	PUNCT
easat-3884	275	40	motor	motor	NOUN
easat-3884	275	41	imagery	imagery	NOUN
easat-3884	275	42	classification	classification	NOUN
easat-3884	275	43	using	use	VERB
easat-3884	275	44	lda	lda	PROPN
easat-3884	275	45	.	.	PUNCT
easat-3884	276	1	so	so	ADV
easat-3884	276	2	,	,	PUNCT
easat-3884	276	3	we	we	PRON
easat-3884	276	4	used	use	VERB
easat-3884	276	5	the	the	DET
easat-3884	276	6	bci	bci	ADJ
easat-3884	276	7	competition	competition	NOUN
easat-3884	276	8	iv-2a	iv-2a	VERB
easat-3884	276	9	to	to	PART
easat-3884	276	10	test	test	VERB
easat-3884	276	11	the	the	DET
easat-3884	276	12	model	model	NOUN
easat-3884	276	13	performance	performance	NOUN
easat-3884	276	14	using	use	VERB
easat-3884	276	15	lda	lda	PROPN
easat-3884	276	16	with	with	ADP
easat-3884	276	17	different	different	ADJ
easat-3884	276	18	parameters	parameter	NOUN
easat-3884	276	19	combinations	combination	NOUN
easat-3884	276	20	denoted	denote	VERB
easat-3884	276	21	as	as	ADP
easat-3884	276	22	combination	combination	NOUN
easat-3884	276	23	a	a	DET
easat-3884	276	24	,	,	PUNCT
easat-3884	276	25	b	b	NOUN
easat-3884	276	26	,	,	PUNCT
easat-3884	276	27	c	c	PROPN
easat-3884	276	28	and	and	CCONJ
easat-3884	276	29	d	d	PROPN
easat-3884	276	30	as	as	SCONJ
easat-3884	276	31	clarified	clarify	VERB
easat-3884	276	32	in	in	ADP
easat-3884	276	33	table	table	NOUN
easat-3884	276	34	4	4	NUM
easat-3884	276	35	below	below	ADV
easat-3884	276	36	.	.	PUNCT
easat-3884	277	1	the	the	DET
easat-3884	277	2	training	training	NOUN
easat-3884	277	3	results	result	NOUN
easat-3884	277	4	are	be	AUX
easat-3884	277	5	as	as	ADP
easat-3884	277	6	shown	show	VERB
easat-3884	277	7	in	in	ADP
easat-3884	277	8	table	table	NOUN
easat-3884	277	9	5	5	NUM
easat-3884	277	10	in	in	ADP
easat-3884	277	11	term	term	NOUN
easat-3884	277	12	of	of	ADP
easat-3884	277	13	classification	classification	NOUN
easat-3884	277	14	accuracy	accuracy	NOUN
easat-3884	277	15	and	and	CCONJ
easat-3884	277	16	k	k	NOUN
easat-3884	277	17	-	-	NOUN
easat-3884	277	18	score	score	NOUN
easat-3884	277	19	.	.	PUNCT
easat-3884	278	1	8886	8886	NUM
easat-3884	278	2	edelweiss	edelweiss	PROPN
easat-3884	278	3	applied	apply	VERB
easat-3884	278	4	science	science	NOUN
easat-3884	278	5	and	and	CCONJ
easat-3884	278	6	technology	technology	NOUN
easat-3884	278	7	issn	issn	PROPN
easat-3884	278	8	:	:	PUNCT
easat-3884	278	9	2576	2576	NUM
easat-3884	278	10	-	-	SYM
easat-3884	278	11	8484	8484	NUM
easat-3884	278	12	vol	vol	NOUN
easat-3884	278	13	.	.	PROPN
easat-3884	278	14	8	8	NUM
easat-3884	278	15	,	,	PUNCT
easat-3884	278	16	no	no	INTJ
easat-3884	278	17	.	.	NOUN
easat-3884	279	1	6	6	NUM
easat-3884	279	2	:	:	SYM
easat-3884	279	3	8873	8873	NUM
easat-3884	279	4	-	-	SYM
easat-3884	279	5	8891	8891	NUM
easat-3884	279	6	,	,	PUNCT
easat-3884	279	7	2024	2024	NUM
easat-3884	279	8	doi	doi	NOUN
easat-3884	279	9	:	:	PUNCT
easat-3884	279	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	279	11	©	©	PROPN
easat-3884	279	12	2024	2024	NUM
easat-3884	279	13	by	by	ADP
easat-3884	279	14	the	the	DET
easat-3884	279	15	authors	author	NOUN
easat-3884	279	16	;	;	PUNCT
easat-3884	279	17	licensee	licensee	PROPN
easat-3884	279	18	learning	learn	VERB
easat-3884	279	19	gate	gate	NOUN
easat-3884	279	20	table	table	NOUN
easat-3884	279	21	4	4	NUM
easat-3884	279	22	:	:	PUNCT
easat-3884	279	23	parameter	parameter	NOUN
easat-3884	279	24	configuration	configuration	NOUN
easat-3884	279	25	.	.	PUNCT
easat-3884	280	1	combination	combination	NOUN
easat-3884	280	2	mi	mi	PROPN
easat-3884	280	3	tasks	task	NOUN
easat-3884	280	4	time	time	NOUN
easat-3884	280	5	window(s	window(s	PROPN
easat-3884	280	6	)	)	PUNCT
easat-3884	280	7	band	band	NOUN
easat-3884	280	8	-	-	PUNCT
easat-3884	280	9	pass	pass	NOUN
easat-3884	280	10	filter(hz	filter(hz	NOUN
easat-3884	280	11	)	)	PUNCT
easat-3884	280	12	a	a	DET
easat-3884	280	13	left	left	ADJ
easat-3884	280	14	hand	hand	NOUN
easat-3884	280	15	right	right	ADJ
easat-3884	280	16	hand	hand	NOUN
easat-3884	280	17	2.5	2.5	NUM
easat-3884	280	18	3.5	3.5	NUM
easat-3884	280	19	8	8	NUM
easat-3884	280	20	15	15	NUM
easat-3884	280	21	b	b	NOUN
easat-3884	280	22	left	left	ADJ
easat-3884	280	23	hand	hand	NOUN
easat-3884	280	24	right	right	ADJ
easat-3884	280	25	hand	hand	NOUN
easat-3884	280	26	2.5	2.5	NUM
easat-3884	280	27	4.5	4.5	NUM
easat-3884	280	28	8	8	NUM
easat-3884	280	29	15	15	NUM
easat-3884	280	30	c	c	NOUN
easat-3884	280	31	right	right	ADJ
easat-3884	280	32	hand	hand	NOUN
easat-3884	280	33	feet	foot	NOUN
easat-3884	280	34	2.5	2.5	NUM
easat-3884	280	35	3.5	3.5	NUM
easat-3884	280	36	8	8	NUM
easat-3884	280	37	15	15	NUM
easat-3884	280	38	d	d	NOUN
easat-3884	280	39	right	right	ADJ
easat-3884	280	40	hand	hand	NOUN
easat-3884	280	41	feet	feet	VERB
easat-3884	280	42	2.5	2.5	NUM
easat-3884	280	43	3.5	3.5	NUM
easat-3884	280	44	8	8	NUM
easat-3884	280	45	30	30	NUM
easat-3884	280	46	table	table	NOUN
easat-3884	280	47	5	5	NUM
easat-3884	280	48	:	:	PUNCT
easat-3884	280	49	comparison	comparison	NOUN
easat-3884	280	50	of	of	ADP
easat-3884	280	51	lda	lda	PROPN
easat-3884	280	52	classifier	classifier	NOUN
easat-3884	280	53	performance	performance	NOUN
easat-3884	280	54	(	(	PUNCT
easat-3884	280	55	accuracy	accuracy	NOUN
easat-3884	280	56	(	(	PUNCT
easat-3884	280	57	%	%	INTJ
easat-3884	280	58	)	)	PUNCT
easat-3884	280	59	and	and	CCONJ
easat-3884	280	60	k	k	NOUN
easat-3884	280	61	-	-	NOUN
easat-3884	280	62	score	score	NOUN
easat-3884	280	63	)	)	PUNCT
easat-3884	280	64	on	on	ADP
easat-3884	280	65	the	the	DET
easat-3884	280	66	bci	bci	PROPN
easat-3884	280	67	competition	competition	NOUN
easat-3884	280	68	iv-2a	iv-2a	NOUN
easat-3884	280	69	dataset	dataset	NOUN
easat-3884	280	70	using	use	VERB
easat-3884	280	71	csp	csp	PROPN
easat-3884	280	72	features	feature	VERB
easat-3884	280	73	sub	sub	NOUN
easat-3884	280	74	combination	combination	NOUN
easat-3884	280	75	a	a	DET
easat-3884	280	76	combination	combination	NOUN
easat-3884	280	77	b	b	NOUN
easat-3884	280	78	combination	combination	NOUN
easat-3884	280	79	c	c	NOUN
easat-3884	280	80	combination	combination	NOUN
easat-3884	281	1	d	d	X
easat-3884	281	2	%	%	NOUN
easat-3884	281	3	k	k	NOUN
easat-3884	281	4	-	-	NOUN
easat-3884	281	5	score	score	NOUN
easat-3884	281	6	%	%	NOUN
easat-3884	281	7	k	k	NOUN
easat-3884	281	8	-	-	NOUN
easat-3884	281	9	score	score	NOUN
easat-3884	281	10	%	%	NOUN
easat-3884	281	11	k	k	NOUN
easat-3884	281	12	-	-	NOUN
easat-3884	281	13	score	score	NOUN
easat-3884	281	14	%	%	NOUN
easat-3884	282	1	k	k	NOUN
easat-3884	282	2	-	-	NOUN
easat-3884	282	3	score	score	VERB
easat-3884	282	4	1	1	NUM
easat-3884	282	5	96.45	96.45	NUM
easat-3884	282	6	0.9291	0.9291	NUM
easat-3884	282	7	80.85	80.85	NUM
easat-3884	282	8	0.6167	0.6167	NUM
easat-3884	282	9	71.94	71.94	NUM
easat-3884	282	10	0.4403	0.4403	NUM
easat-3884	282	11	93.53	93.53	NUM
easat-3884	282	12	0.8706	0.8706	NUM
easat-3884	282	13	2	2	NUM
easat-3884	282	14	38.03	38.03	NUM
easat-3884	282	15	-0.2394	-0.2394	NOUN
easat-3884	282	16	39.44	39.44	NUM
easat-3884	282	17	-0.2113	-0.2113	NOUN
easat-3884	282	18	97.14	97.14	NUM
easat-3884	282	19	0.9429	0.9429	NUM
easat-3884	282	20	98.57	98.57	NUM
easat-3884	282	21	0.9714	0.9714	NUM
easat-3884	282	22	3	3	NUM
easat-3884	282	23	91.97	91.97	NUM
easat-3884	282	24	0.8393	0.8393	NUM
easat-3884	282	25	99.27	99.27	NUM
easat-3884	282	26	0.9854	0.9854	NUM
easat-3884	282	27	94.93	94.93	NUM
easat-3884	282	28	0.8984	0.8984	NUM
easat-3884	282	29	88.41	88.41	NUM
easat-3884	282	30	0.7688	0.7688	NUM
easat-3884	282	31	4	4	NUM
easat-3884	282	32	59.48	59.48	NUM
easat-3884	282	33	0.194	0.194	NUM
easat-3884	282	34	99.14	99.14	NUM
easat-3884	282	35	0.9828	0.9828	NUM
easat-3884	282	36	81.9	81.9	NUM
easat-3884	282	37	0.6355	0.6355	NUM
easat-3884	282	38	83.62	83.62	NUM
easat-3884	282	39	0.6742	0.6742	NUM
easat-3884	282	40	5	5	NUM
easat-3884	282	41	71.85	71.85	NUM
easat-3884	282	42	0.4424	0.4424	NUM
easat-3884	282	43	91.85	91.85	NUM
easat-3884	282	44	0.8358	0.8358	NOUN
easat-3884	282	45	86.13	86.13	NUM
easat-3884	282	46	0.7242	0.7242	NUM
easat-3884	282	47	99.27	99.27	NUM
easat-3884	282	48	0.9854	0.9854	NUM
easat-3884	282	49	6	6	NUM
easat-3884	282	50	78.7	78.7	NUM
easat-3884	282	51	0.5726	0.5726	NUM
easat-3884	282	52	100	100	NUM
easat-3884	282	53	1	1	NUM
easat-3884	282	54	99.08	99.08	NUM
easat-3884	282	55	0.9817	0.9817	NUM
easat-3884	282	56	100	100	NUM
easat-3884	282	57	1	1	NUM
easat-3884	282	58	7	7	NUM
easat-3884	282	59	66.43	66.43	NUM
easat-3884	282	60	0.3242	0.3242	NUM
easat-3884	283	1	95.71	95.71	NUM
easat-3884	283	2	0.9142	0.9142	NUM
easat-3884	283	3	93.57	93.57	NUM
easat-3884	283	4	0.8714	0.8714	NUM
easat-3884	283	5	99.29	99.29	NUM
easat-3884	283	6	0.9857	0.9857	NUM
easat-3884	283	7	8	8	NUM
easat-3884	283	8	80.6	80.6	NUM
easat-3884	283	9	0.6137	0.6137	NUM
easat-3884	283	10	99.25	99.25	NUM
easat-3884	283	11	0.9851	0.9851	NUM
easat-3884	283	12	92.7	92.7	NUM
easat-3884	283	13	0.8539	0.8539	NUM
easat-3884	283	14	82.48	82.48	NUM
easat-3884	283	15	0.6487	0.6487	NUM
easat-3884	283	16	9	9	NUM
easat-3884	283	17	63.08	63.08	NUM
easat-3884	283	18	0.4374	0.4374	NUM
easat-3884	283	19	100	100	NUM
easat-3884	283	20	1	1	NUM
easat-3884	283	21	76.12	76.12	NUM
easat-3884	283	22	0.5287	0.5287	NUM
easat-3884	283	23	94.03	94.03	NUM
easat-3884	283	24	0.8805	0.8805	NUM
easat-3884	283	25	avg	avg	NOUN
easat-3884	283	26	71.83	71.83	NUM
easat-3884	283	27	0.4374	0.4374	NUM
easat-3884	283	28	89.5	89.5	NUM
easat-3884	283	29	0.7898	0.7898	NUM
easat-3884	283	30	89.04	89.04	NUM
easat-3884	283	31	0.7814	0.7814	NUM
easat-3884	283	32	93.24	93.24	NUM
easat-3884	283	33	0.865	0.865	NUM
easat-3884	283	34	as	as	SCONJ
easat-3884	283	35	can	can	AUX
easat-3884	283	36	be	be	AUX
easat-3884	283	37	seen	see	VERB
easat-3884	283	38	in	in	ADP
easat-3884	283	39	table	table	NOUN
easat-3884	283	40	4	4	NUM
easat-3884	283	41	,	,	PUNCT
easat-3884	283	42	combination	combination	NOUN
easat-3884	283	43	b	b	NOUN
easat-3884	283	44	uses	use	VERB
easat-3884	283	45	a	a	DET
easat-3884	283	46	longer	long	ADJ
easat-3884	283	47	time	time	NOUN
easat-3884	283	48	window	window	NOUN
easat-3884	283	49	than	than	ADP
easat-3884	283	50	combination	combination	NOUN
easat-3884	283	51	a	a	PRON
easat-3884	283	52	,	,	PUNCT
easat-3884	283	53	providing	provide	VERB
easat-3884	283	54	more	more	ADJ
easat-3884	283	55	data	datum	NOUN
easat-3884	283	56	,	,	PUNCT
easat-3884	283	57	which	which	PRON
easat-3884	283	58	can	can	AUX
easat-3884	283	59	lead	lead	VERB
easat-3884	283	60	to	to	ADP
easat-3884	283	61	higher	high	ADJ
easat-3884	283	62	average	average	ADJ
easat-3884	283	63	classification	classification	NOUN
easat-3884	283	64	accuracy	accuracy	NOUN
easat-3884	283	65	in	in	ADP
easat-3884	283	66	table	table	NOUN
easat-3884	283	67	5	5	NUM
easat-3884	283	68	.	.	PUNCT
easat-3884	284	1	however	however	ADV
easat-3884	284	2	,	,	PUNCT
easat-3884	284	3	for	for	ADP
easat-3884	284	4	certain	certain	ADJ
easat-3884	284	5	subjects	subject	NOUN
easat-3884	284	6	,	,	PUNCT
easat-3884	284	7	the	the	DET
easat-3884	284	8	difference	difference	NOUN
easat-3884	284	9	in	in	ADP
easat-3884	284	10	eeg	eeg	NOUN
easat-3884	284	11	signals	signal	NOUN
easat-3884	284	12	between	between	ADP
easat-3884	284	13	performing	perform	VERB
easat-3884	284	14	left	left	ADJ
easat-3884	284	15	-	-	PUNCT
easat-3884	284	16	hand	hand	NOUN
easat-3884	284	17	and	and	CCONJ
easat-3884	284	18	right	right	ADJ
easat-3884	284	19	-	-	PUNCT
easat-3884	284	20	hand	hand	NOUN
easat-3884	284	21	mi	mi	NOUN
easat-3884	284	22	tasks	task	NOUN
easat-3884	284	23	is	be	AUX
easat-3884	284	24	not	not	PART
easat-3884	284	25	distinct	distinct	ADJ
easat-3884	284	26	enough	enough	ADV
easat-3884	284	27	,	,	PUNCT
easat-3884	284	28	resulting	result	VERB
easat-3884	284	29	in	in	ADP
easat-3884	284	30	poor	poor	ADJ
easat-3884	284	31	classification	classification	NOUN
easat-3884	284	32	performance	performance	NOUN
easat-3884	284	33	.	.	PUNCT
easat-3884	285	1	additionally	additionally	ADV
easat-3884	285	2	,	,	PUNCT
easat-3884	285	3	a	a	DET
easat-3884	285	4	2	2	NUM
easat-3884	285	5	-	-	PUNCT
easat-3884	285	6	second	second	ADJ
easat-3884	285	7	time	time	NOUN
easat-3884	285	8	window	window	NOUN
easat-3884	285	9	resulted	result	VERB
easat-3884	285	10	in	in	ADP
easat-3884	285	11	a	a	DET
easat-3884	285	12	more	more	ADV
easat-3884	285	13	delayed	delay	VERB
easat-3884	285	14	bci	bci	ADJ
easat-3884	285	15	system	system	NOUN
easat-3884	285	16	,	,	PUNCT
easat-3884	285	17	making	make	VERB
easat-3884	285	18	a	a	DET
easat-3884	285	19	training	training	NOUN
easat-3884	285	20	session	session	NOUN
easat-3884	285	21	longer	long	ADV
easat-3884	285	22	for	for	ADP
easat-3884	285	23	the	the	DET
easat-3884	285	24	patient	patient	NOUN
easat-3884	285	25	.	.	PUNCT
easat-3884	286	1	hence	hence	ADV
easat-3884	286	2	,	,	PUNCT
easat-3884	286	3	for	for	ADP
easat-3884	286	4	subsequent	subsequent	ADJ
easat-3884	286	5	testing	testing	NOUN
easat-3884	286	6	with	with	ADP
easat-3884	286	7	combination	combination	NOUN
easat-3884	286	8	c	c	NOUN
easat-3884	286	9	and	and	CCONJ
easat-3884	286	10	d	d	X
easat-3884	286	11	,	,	PUNCT
easat-3884	286	12	we	we	PRON
easat-3884	286	13	opted	opt	VERB
easat-3884	286	14	for	for	ADP
easat-3884	286	15	a	a	DET
easat-3884	286	16	1	1	NUM
easat-3884	286	17	-	-	PUNCT
easat-3884	286	18	second	second	ADJ
easat-3884	286	19	time	time	NOUN
easat-3884	286	20	window	window	NOUN
easat-3884	286	21	but	but	CCONJ
easat-3884	286	22	changed	change	VERB
easat-3884	286	23	the	the	DET
easat-3884	286	24	mi	mi	PROPN
easat-3884	286	25	tasks	task	NOUN
easat-3884	286	26	and	and	CCONJ
easat-3884	286	27	adjusted	adjust	VERB
easat-3884	286	28	the	the	DET
easat-3884	286	29	band	band	NOUN
easat-3884	286	30	-	-	PUNCT
easat-3884	286	31	pass	pass	VERB
easat-3884	286	32	filter	filter	NOUN
easat-3884	286	33	to	to	PART
easat-3884	286	34	find	find	VERB
easat-3884	286	35	a	a	DET
easat-3884	286	36	more	more	ADV
easat-3884	286	37	optimal	optimal	ADJ
easat-3884	286	38	parameters	parameter	NOUN
easat-3884	286	39	configuration	configuration	NOUN
easat-3884	286	40	.	.	PUNCT
easat-3884	287	1	in	in	ADP
easat-3884	287	2	combination	combination	NOUN
easat-3884	287	3	c	c	NOUN
easat-3884	287	4	,	,	PUNCT
easat-3884	287	5	which	which	PRON
easat-3884	287	6	involves	involve	VERB
easat-3884	287	7	right	right	ADJ
easat-3884	287	8	-	-	PUNCT
easat-3884	287	9	hand	hand	NOUN
easat-3884	287	10	and	and	CCONJ
easat-3884	287	11	feet	foot	NOUN
easat-3884	287	12	mi	mi	NOUN
easat-3884	287	13	tasks	task	NOUN
easat-3884	287	14	and	and	CCONJ
easat-3884	287	15	applies	apply	VERB
easat-3884	287	16	the	the	DET
easat-3884	287	17	same	same	ADJ
easat-3884	287	18	band	band	NOUN
easat-3884	287	19	-	-	PUNCT
easat-3884	287	20	pass	pass	NOUN
easat-3884	287	21	filter	filter	NOUN
easat-3884	287	22	as	as	ADP
easat-3884	287	23	combination	combination	NOUN
easat-3884	287	24	a	a	PRON
easat-3884	287	25	and	and	CCONJ
easat-3884	287	26	b	b	NOUN
easat-3884	287	27	,	,	PUNCT
easat-3884	287	28	the	the	DET
easat-3884	287	29	average	average	ADJ
easat-3884	287	30	classification	classification	NOUN
easat-3884	287	31	result	result	NOUN
easat-3884	287	32	is	be	AUX
easat-3884	287	33	slightly	slightly	ADV
easat-3884	287	34	lower	low	ADJ
easat-3884	287	35	compare	compare	NOUN
easat-3884	287	36	to	to	ADP
easat-3884	287	37	combination	combination	NOUN
easat-3884	287	38	b.	b.	NOUN
easat-3884	287	39	however	however	ADV
easat-3884	287	40	,	,	PUNCT
easat-3884	287	41	it	it	PRON
easat-3884	287	42	delivers	deliver	VERB
easat-3884	287	43	more	more	ADV
easat-3884	287	44	consistent	consistent	ADJ
easat-3884	287	45	performance	performance	NOUN
easat-3884	287	46	across	across	ADP
easat-3884	287	47	all	all	DET
easat-3884	287	48	9	9	NUM
easat-3884	287	49	subjects	subject	NOUN
easat-3884	287	50	,	,	PUNCT
easat-3884	287	51	with	with	ADP
easat-3884	287	52	no	no	DET
easat-3884	287	53	subject	subject	NOUN
easat-3884	287	54	having	have	VERB
easat-3884	287	55	an	an	DET
easat-3884	287	56	accuracy	accuracy	NOUN
easat-3884	287	57	below	below	ADP
easat-3884	287	58	50	50	NUM
easat-3884	287	59	%	%	NOUN
easat-3884	287	60	.	.	PUNCT
easat-3884	288	1	to	to	PART
easat-3884	288	2	provide	provide	VERB
easat-3884	288	3	more	more	ADJ
easat-3884	288	4	input	input	NOUN
easat-3884	288	5	data	datum	NOUN
easat-3884	288	6	to	to	ADP
easat-3884	288	7	the	the	DET
easat-3884	288	8	classifier	classifier	NOUN
easat-3884	288	9	,	,	PUNCT
easat-3884	288	10	in	in	ADP
easat-3884	288	11	combination	combination	NOUN
easat-3884	288	12	d	d	NOUN
easat-3884	288	13	,	,	PUNCT
easat-3884	288	14	we	we	PRON
easat-3884	288	15	use	use	VERB
easat-3884	288	16	a	a	DET
easat-3884	288	17	wider	wide	ADJ
easat-3884	288	18	band	band	NOUN
easat-3884	288	19	-	-	PUNCT
easat-3884	288	20	pass	pass	NOUN
easat-3884	288	21	filter	filter	NOUN
easat-3884	288	22	ranging	range	VERB
easat-3884	288	23	from	from	ADP
easat-3884	288	24	8	8	NUM
easat-3884	288	25	to	to	ADP
easat-3884	288	26	30hz	30hz	NOUN
easat-3884	288	27	.	.	PUNCT
easat-3884	289	1	this	this	DET
easat-3884	289	2	configuration	configuration	NOUN
easat-3884	289	3	yields	yield	VERB
easat-3884	289	4	the	the	DET
easat-3884	289	5	highest	high	ADJ
easat-3884	289	6	average	average	ADJ
easat-3884	289	7	accuracy	accuracy	NOUN
easat-3884	289	8	and	and	CCONJ
easat-3884	289	9	kscore	kscore	NOUN
easat-3884	289	10	among	among	ADP
easat-3884	289	11	all	all	DET
easat-3884	289	12	4	4	NUM
easat-3884	289	13	combinations	combination	NOUN
easat-3884	289	14	.	.	PUNCT
easat-3884	290	1	consequently	consequently	ADV
easat-3884	290	2	,	,	PUNCT
easat-3884	290	3	we	we	PRON
easat-3884	290	4	chose	choose	VERB
easat-3884	290	5	combination	combination	NOUN
easat-3884	290	6	d	d	NOUN
easat-3884	290	7	for	for	ADP
easat-3884	290	8	further	further	ADJ
easat-3884	290	9	testing	testing	NOUN
easat-3884	290	10	with	with	ADP
easat-3884	290	11	the	the	DET
easat-3884	290	12	vkist	vkist	NOUN
easat-3884	290	13	dataset	dataset	VERB
easat-3884	290	14	and	and	CCONJ
easat-3884	290	15	for	for	ADP
easat-3884	290	16	implementation	implementation	NOUN
easat-3884	290	17	in	in	ADP
easat-3884	290	18	our	our	PRON
easat-3884	290	19	system	system	NOUN
easat-3884	290	20	.	.	PUNCT
easat-3884	291	1	the	the	DET
easat-3884	291	2	classification	classification	NOUN
easat-3884	291	3	result	result	NOUN
easat-3884	291	4	in	in	ADP
easat-3884	291	5	vkist	vkist	ADJ
easat-3884	291	6	data	datum	NOUN
easat-3884	291	7	set	set	VERB
easat-3884	291	8	is	be	AUX
easat-3884	291	9	as	as	SCONJ
easat-3884	291	10	shown	show	VERB
easat-3884	291	11	in	in	ADP
easat-3884	291	12	the	the	DET
easat-3884	291	13	table	table	NOUN
easat-3884	291	14	6	6	NUM
easat-3884	291	15	.	.	X
easat-3884	291	16	8887	8887	NUM
easat-3884	291	17	edelweiss	edelweiss	PROPN
easat-3884	291	18	applied	apply	VERB
easat-3884	291	19	science	science	NOUN
easat-3884	291	20	and	and	CCONJ
easat-3884	291	21	technology	technology	NOUN
easat-3884	291	22	issn	issn	PROPN
easat-3884	291	23	:	:	PUNCT
easat-3884	291	24	2576	2576	NUM
easat-3884	291	25	-	-	SYM
easat-3884	291	26	8484	8484	NUM
easat-3884	291	27	vol	vol	NOUN
easat-3884	291	28	.	.	PROPN
easat-3884	291	29	8	8	NUM
easat-3884	291	30	,	,	PUNCT
easat-3884	291	31	no	no	INTJ
easat-3884	291	32	.	.	NOUN
easat-3884	292	1	6	6	NUM
easat-3884	292	2	:	:	SYM
easat-3884	292	3	8873	8873	NUM
easat-3884	292	4	-	-	SYM
easat-3884	292	5	8891	8891	NUM
easat-3884	292	6	,	,	PUNCT
easat-3884	292	7	2024	2024	NUM
easat-3884	292	8	doi	doi	NOUN
easat-3884	292	9	:	:	PUNCT
easat-3884	292	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	292	11	©	©	PROPN
easat-3884	292	12	2024	2024	NUM
easat-3884	292	13	by	by	ADP
easat-3884	292	14	the	the	DET
easat-3884	292	15	authors	author	NOUN
easat-3884	292	16	;	;	PUNCT
easat-3884	292	17	licensee	licensee	PROPN
easat-3884	292	18	learning	learn	VERB
easat-3884	292	19	gate	gate	NOUN
easat-3884	292	20	table	table	NOUN
easat-3884	292	21	6	6	NUM
easat-3884	292	22	:	:	PUNCT
easat-3884	292	23	classification	classification	NOUN
easat-3884	292	24	result	result	NOUN
easat-3884	292	25	using	use	VERB
easat-3884	292	26	vkist	vkist	ADJ
easat-3884	292	27	data	datum	NOUN
easat-3884	292	28	set	set	VERB
easat-3884	292	29	.	.	PUNCT
easat-3884	293	1	labels	label	NOUN
easat-3884	293	2	accuracy	accuracy	NOUN
easat-3884	293	3	k	k	NOUN
easat-3884	293	4	-	-	PUNCT
easat-3884	293	5	score	score	NOUN
easat-3884	293	6	right	right	ADJ
easat-3884	293	7	hand	hand	NOUN
easat-3884	293	8	feet	foot	NOUN
easat-3884	293	9	89.04	89.04	NUM
easat-3884	293	10	0.7814	0.7814	NUM
easat-3884	293	11	left	leave	VERB
easat-3884	293	12	hand	hand	NOUN
easat-3884	293	13	feet	foot	NOUN
easat-3884	293	14	82.19	82.19	NUM
easat-3884	293	15	0.6455	0.6455	NUM
easat-3884	293	16	right	right	ADJ
easat-3884	293	17	hand	hand	NOUN
easat-3884	293	18	left	leave	VERB
easat-3884	293	19	hand	hand	NOUN
easat-3884	293	20	100	100	NUM
easat-3884	293	21	1	1	NUM
easat-3884	293	22	avg	avg	NOUN
easat-3884	293	23	9.04	9.04	NUM
easat-3884	293	24	8.10	8.10	NUM
easat-3884	293	25	5	5	NUM
easat-3884	293	26	.	.	PUNCT
easat-3884	293	27	case	case	NOUN
easat-3884	293	28	study	study	NOUN
easat-3884	293	29	of	of	ADP
easat-3884	293	30	the	the	DET
easat-3884	293	31	vietnamese	vietnamese	ADJ
easat-3884	293	32	bci	bci	PROPN
easat-3884	293	33	speller	speller	NOUN
easat-3884	293	34	5.1.eeg	5.1.eeg	NUM
easat-3884	293	35	signals	signal	NOUN
easat-3884	293	36	recording	recording	NOUN
easat-3884	293	37	module	module	NOUN
easat-3884	293	38	to	to	PART
easat-3884	293	39	develop	develop	VERB
easat-3884	293	40	a	a	DET
easat-3884	293	41	vietnamese	vietnamese	ADJ
easat-3884	293	42	bci	bci	NOUN
easat-3884	293	43	speller	speller	NOUN
easat-3884	293	44	,	,	PUNCT
easat-3884	293	45	it	it	PRON
easat-3884	293	46	is	be	AUX
easat-3884	293	47	essential	essential	ADJ
easat-3884	293	48	to	to	PART
easat-3884	293	49	have	have	VERB
easat-3884	293	50	a	a	DET
easat-3884	293	51	suitable	suitable	ADJ
easat-3884	293	52	dataset	dataset	NOUN
easat-3884	293	53	,	,	PUNCT
easat-3884	293	54	specifically	specifically	ADV
easat-3884	293	55	the	the	DET
easat-3884	293	56	vkist	vkist	NOUN
easat-3884	293	57	dataset	dataset	VERB
easat-3884	293	58	,	,	PUNCT
easat-3884	293	59	for	for	ADP
easat-3884	293	60	training	train	VERB
easat-3884	293	61	the	the	DET
easat-3884	293	62	motor	motor	NOUN
easat-3884	293	63	imagery	imagery	NOUN
easat-3884	293	64	classifier	classifier	NOUN
easat-3884	293	65	.	.	PUNCT
easat-3884	294	1	an	an	DET
easat-3884	294	2	initial	initial	ADJ
easat-3884	294	3	training	training	NOUN
easat-3884	294	4	phase	phase	NOUN
easat-3884	294	5	is	be	AUX
easat-3884	294	6	also	also	ADV
easat-3884	294	7	necessary	necessary	ADJ
easat-3884	294	8	to	to	PART
easat-3884	294	9	guide	guide	VERB
easat-3884	294	10	users	user	NOUN
easat-3884	294	11	in	in	ADP
easat-3884	294	12	generating	generate	VERB
easat-3884	294	13	appropriate	appropriate	ADJ
easat-3884	294	14	input	input	NOUN
easat-3884	294	15	signals	signal	NOUN
easat-3884	294	16	and	and	CCONJ
easat-3884	294	17	to	to	ADP
easat-3884	294	18	fine	fine	ADJ
easat-3884	294	19	-	-	PUNCT
easat-3884	294	20	tune	tune	NOUN
easat-3884	294	21	the	the	DET
easat-3884	294	22	system	system	NOUN
easat-3884	294	23	for	for	ADP
easat-3884	294	24	real	real	ADJ
easat-3884	294	25	-	-	PUNCT
easat-3884	294	26	time	time	NOUN
easat-3884	294	27	processing	processing	NOUN
easat-3884	294	28	.	.	PUNCT
easat-3884	295	1	to	to	PART
easat-3884	295	2	achieve	achieve	VERB
easat-3884	295	3	these	these	DET
easat-3884	295	4	goals	goal	NOUN
easat-3884	295	5	,	,	PUNCT
easat-3884	295	6	our	our	PRON
easat-3884	295	7	system	system	NOUN
easat-3884	295	8	requires	require	VERB
easat-3884	295	9	a	a	DET
easat-3884	295	10	module	module	NOUN
easat-3884	295	11	capable	capable	ADJ
easat-3884	295	12	of	of	ADP
easat-3884	295	13	creating	create	VERB
easat-3884	295	14	custom	custom	NOUN
easat-3884	295	15	or	or	CCONJ
easat-3884	295	16	predefined	predefine	VERB
easat-3884	295	17	training	training	NOUN
easat-3884	295	18	scenarios	scenario	NOUN
easat-3884	295	19	for	for	ADP
easat-3884	295	20	users	user	NOUN
easat-3884	295	21	while	while	SCONJ
easat-3884	295	22	simultaneously	simultaneously	ADV
easat-3884	295	23	recording	record	VERB
easat-3884	295	24	their	their	PRON
easat-3884	295	25	eeg	eeg	NOUN
easat-3884	295	26	signals	signal	NOUN
easat-3884	295	27	.	.	PUNCT
easat-3884	296	1	this	this	DET
easat-3884	296	2	module	module	NOUN
easat-3884	296	3	will	will	AUX
easat-3884	296	4	also	also	ADV
easat-3884	296	5	automatically	automatically	ADV
easat-3884	296	6	label	label	VERB
easat-3884	296	7	the	the	DET
easat-3884	296	8	recorded	record	VERB
easat-3884	296	9	eeg	eeg	NOUN
easat-3884	296	10	signals	signal	NOUN
easat-3884	296	11	and	and	CCONJ
easat-3884	296	12	store	store	VERB
easat-3884	296	13	them	they	PRON
easat-3884	296	14	in	in	ADP
easat-3884	296	15	a	a	DET
easat-3884	296	16	database	database	NOUN
easat-3884	296	17	for	for	ADP
easat-3884	296	18	further	further	ADJ
easat-3884	296	19	testing	testing	NOUN
easat-3884	296	20	and	and	CCONJ
easat-3884	296	21	classifier	classifier	NOUN
easat-3884	296	22	training	training	NOUN
easat-3884	296	23	.	.	PUNCT
easat-3884	297	1	5.2	5.2	NUM
easat-3884	297	2	.	.	PUNCT
easat-3884	298	1	vietnamese	vietnamese	PROPN
easat-3884	298	2	bci	bci	PROPN
easat-3884	298	3	speller	speller	PROPN
easat-3884	298	4	5.2.1	5.2.1	NUM
easat-3884	298	5	.	.	PUNCT
easat-3884	299	1	vietnamese	vietnamese	ADJ
easat-3884	299	2	characters	character	NOUN
easat-3884	299	3	the	the	DET
easat-3884	299	4	standard	standard	ADJ
easat-3884	299	5	vietnamese	vietnamese	ADJ
easat-3884	299	6	alphabet	alphabet	NOUN
easat-3884	299	7	consists	consist	VERB
easat-3884	299	8	of	of	ADP
easat-3884	299	9	29	29	NUM
easat-3884	299	10	letters	letter	NOUN
easat-3884	299	11	,	,	PUNCT
easat-3884	299	12	divided	divide	VERB
easat-3884	299	13	into	into	ADP
easat-3884	299	14	17	17	NUM
easat-3884	299	15	consonants	consonant	NOUN
easat-3884	299	16	(	(	PUNCT
easat-3884	299	17	b	b	NOUN
easat-3884	299	18	,	,	PUNCT
easat-3884	299	19	c	c	NOUN
easat-3884	299	20	,	,	PUNCT
easat-3884	299	21	d	d	PROPN
easat-3884	299	22	,	,	PUNCT
easat-3884	299	23	đ	đ	PROPN
easat-3884	299	24	,	,	PUNCT
easat-3884	299	25	g	g	PROPN
easat-3884	299	26	,	,	PUNCT
easat-3884	299	27	h	h	NOUN
easat-3884	299	28	,	,	PUNCT
easat-3884	299	29	k	k	NOUN
easat-3884	299	30	,	,	PUNCT
easat-3884	299	31	l	l	NOUN
easat-3884	299	32	,	,	PUNCT
easat-3884	299	33	m	m	PROPN
easat-3884	299	34	,	,	PUNCT
easat-3884	299	35	n	n	CCONJ
easat-3884	299	36	,	,	PUNCT
easat-3884	299	37	p	p	X
easat-3884	299	38	,	,	PUNCT
easat-3884	299	39	q	q	ADJ
easat-3884	299	40	,	,	PUNCT
easat-3884	299	41	r	r	NOUN
easat-3884	299	42	,	,	PUNCT
easat-3884	299	43	s	s	PROPN
easat-3884	299	44	,	,	PUNCT
easat-3884	299	45	t	t	PROPN
easat-3884	299	46	,	,	PUNCT
easat-3884	299	47	v	v	NOUN
easat-3884	299	48	,	,	PUNCT
easat-3884	299	49	x	x	NOUN
easat-3884	299	50	)	)	PUNCT
easat-3884	299	51	and	and	CCONJ
easat-3884	299	52	12	12	NUM
easat-3884	299	53	vowels	vowel	NOUN
easat-3884	299	54	(	(	PUNCT
easat-3884	299	55	a	a	PRON
easat-3884	299	56	,	,	PUNCT
easat-3884	299	57	ă	ă	PROPN
easat-3884	299	58	,	,	PUNCT
easat-3884	299	59	â	â	PROPN
easat-3884	299	60	,	,	PUNCT
easat-3884	299	61	e	e	NOUN
easat-3884	299	62	,	,	PUNCT
easat-3884	299	63	ê	ê	PROPN
easat-3884	299	64	,	,	PUNCT
easat-3884	299	65	i	i	PRON
easat-3884	299	66	,	,	PUNCT
easat-3884	299	67	o	o	NOUN
easat-3884	299	68	,	,	PUNCT
easat-3884	299	69	ô	ô	PROPN
easat-3884	299	70	,	,	PUNCT
easat-3884	299	71	ơ	ơ	PROPN
easat-3884	299	72	,	,	PUNCT
easat-3884	299	73	u	u	PROPN
easat-3884	299	74	,	,	PUNCT
easat-3884	299	75	ư	ư	PROPN
easat-3884	299	76	,	,	PUNCT
easat-3884	299	77	y	y	PROPN
easat-3884	299	78	)	)	PUNCT
easat-3884	299	79	.	.	PUNCT
easat-3884	300	1	additionally	additionally	ADV
easat-3884	300	2	,	,	PUNCT
easat-3884	300	3	there	there	PRON
easat-3884	300	4	are	be	VERB
easat-3884	300	5	11	11	NUM
easat-3884	300	6	recognized	recognize	VERB
easat-3884	300	7	consonant	consonant	NOUN
easat-3884	300	8	clusters	cluster	NOUN
easat-3884	300	9	(	(	PUNCT
easat-3884	300	10	ch	ch	NOUN
easat-3884	300	11	,	,	PUNCT
easat-3884	300	12	gh	gh	PROPN
easat-3884	300	13	,	,	PUNCT
easat-3884	300	14	gi	gi	PROPN
easat-3884	300	15	,	,	PUNCT
easat-3884	300	16	kh	kh	PROPN
easat-3884	300	17	,	,	PUNCT
easat-3884	300	18	ng	ng	PROPN
easat-3884	300	19	,	,	PUNCT
easat-3884	300	20	ngh	ngh	PROPN
easat-3884	300	21	,	,	PUNCT
easat-3884	300	22	nh	nh	PROPN
easat-3884	300	23	,	,	PUNCT
easat-3884	300	24	th	th	X
easat-3884	300	25	,	,	PUNCT
easat-3884	300	26	tr	tr	VERB
easat-3884	300	27	,	,	PUNCT
easat-3884	300	28	qu	qu	NOUN
easat-3884	300	29	,	,	PUNCT
easat-3884	300	30	ph	ph	PROPN
easat-3884	300	31	)	)	PUNCT
easat-3884	300	32	and	and	CCONJ
easat-3884	300	33	3	3	NUM
easat-3884	300	34	diphthongs	diphthong	NOUN
easat-3884	300	35	formed	form	VERB
easat-3884	300	36	by	by	ADP
easat-3884	300	37	vowel	vowel	NOUN
easat-3884	300	38	clusters	cluster	NOUN
easat-3884	300	39	(	(	PUNCT
easat-3884	300	40	ia	ia	NOUN
easat-3884	300	41	-	-	PUNCT
easat-3884	300	42	yê	yê	NOUN
easat-3884	300	43	-	-	PUNCT
easat-3884	300	44	ie	ie	X
easat-3884	300	45	,	,	PUNCT
easat-3884	300	46	ua	ua	PROPN
easat-3884	300	47	-	-	PUNCT
easat-3884	300	48	uô	uô	ADV
easat-3884	300	49	,	,	PUNCT
easat-3884	300	50	ưa	ưa	NOUN
easat-3884	300	51	-	-	PUNCT
easat-3884	300	52	ươ	ươ	NOUN
easat-3884	300	53	)	)	PUNCT
easat-3884	300	54	.	.	PUNCT
easat-3884	301	1	each	each	DET
easat-3884	301	2	vowel	vowel	NOUN
easat-3884	301	3	can	can	AUX
easat-3884	301	4	also	also	ADV
easat-3884	301	5	carry	carry	VERB
easat-3884	301	6	up	up	ADP
easat-3884	301	7	to	to	PART
easat-3884	301	8	5	5	NUM
easat-3884	301	9	diacritics	diacritic	NOUN
easat-3884	301	10	:	:	PUNCT
easat-3884	301	11	the	the	DET
easat-3884	301	12	acute	acute	NOUN
easat-3884	301	13	accent	accent	NOUN
easat-3884	301	14	(	(	PUNCT
easat-3884	301	15	á	á	PROPN
easat-3884	301	16	)	)	PUNCT
easat-3884	301	17	,	,	PUNCT
easat-3884	301	18	grave	grave	ADJ
easat-3884	301	19	accent	accent	ADJ
easat-3884	301	20	(	(	PUNCT
easat-3884	301	21	à	à	NOUN
easat-3884	301	22	)	)	PUNCT
easat-3884	301	23	,	,	PUNCT
easat-3884	301	24	hook	hook	NOUN
easat-3884	301	25	(	(	PUNCT
easat-3884	301	26	ả	ả	NOUN
easat-3884	301	27	)	)	PUNCT
easat-3884	301	28	,	,	PUNCT
easat-3884	301	29	tilde	tilde	X
easat-3884	301	30	(	(	PUNCT
easat-3884	301	31	ã	ã	NOUN
easat-3884	301	32	)	)	PUNCT
easat-3884	301	33	,	,	PUNCT
easat-3884	301	34	and	and	CCONJ
easat-3884	301	35	dot	dot	VERB
easat-3884	301	36	below	below	ADV
easat-3884	301	37	(	(	PUNCT
easat-3884	301	38	ạ	ạ	NOUN
easat-3884	301	39	)	)	PUNCT
easat-3884	301	40	.	.	PUNCT
easat-3884	302	1	numbers	number	NOUN
easat-3884	302	2	are	be	AUX
easat-3884	302	3	represented	represent	VERB
easat-3884	302	4	by	by	ADP
easat-3884	302	5	digits	digit	NOUN
easat-3884	302	6	from	from	ADP
easat-3884	302	7	0	0	NUM
easat-3884	302	8	to	to	ADP
easat-3884	302	9	9	9	NUM
easat-3884	302	10	.	.	PUNCT
easat-3884	303	1	furthermore	furthermore	ADV
easat-3884	303	2	,	,	PUNCT
easat-3884	303	3	there	there	PRON
easat-3884	303	4	are	be	VERB
easat-3884	303	5	12	12	NUM
easat-3884	303	6	punctuation	punctuation	NOUN
easat-3884	303	7	marks	mark	NOUN
easat-3884	303	8	:	:	PUNCT
easat-3884	303	9	period	period	NOUN
easat-3884	303	10	(	(	PUNCT
easat-3884	303	11	.	.	PUNCT
easat-3884	303	12	)	)	PUNCT
easat-3884	303	13	,	,	PUNCT
easat-3884	303	14	comma	comma	NOUN
easat-3884	303	15	(	(	PUNCT
easat-3884	303	16	,	,	PUNCT
easat-3884	303	17	)	)	PUNCT
easat-3884	303	18	,	,	PUNCT
easat-3884	303	19	question	question	NOUN
easat-3884	303	20	mark	mark	NOUN
easat-3884	303	21	(	(	PUNCT
easat-3884	303	22	?	?	PUNCT
easat-3884	303	23	)	)	PUNCT
easat-3884	303	24	,	,	PUNCT
easat-3884	303	25	exclamation	exclamation	NOUN
easat-3884	303	26	mark	mark	NOUN
easat-3884	303	27	(	(	PUNCT
easat-3884	303	28	!	!	PUNCT
easat-3884	303	29	)	)	PUNCT
easat-3884	303	30	,	,	PUNCT
easat-3884	303	31	colon	colon	NOUN
easat-3884	303	32	(	(	PUNCT
easat-3884	303	33	:)	:)	INTJ
easat-3884	303	34	,	,	PUNCT
easat-3884	303	35	semicolon	semicolon	PROPN
easat-3884	303	36	(	(	PUNCT
easat-3884	303	37	;)	;)	NOUN
easat-3884	303	38	,	,	PUNCT
easat-3884	303	39	parentheses	parenthesis	NOUN
easat-3884	303	40	(	(	PUNCT
easat-3884	303	41	(	(	PUNCT
easat-3884	303	42	)	)	PUNCT
easat-3884	303	43	)	)	PUNCT
easat-3884	303	44	,	,	PUNCT
easat-3884	303	45	quotation	quotation	NOUN
easat-3884	303	46	marks	mark	NOUN
easat-3884	303	47	(	(	PUNCT
easat-3884	303	48	"	"	PUNCT
easat-3884	303	49	"	"	PUNCT
easat-3884	303	50	)	)	PUNCT
easat-3884	303	51	,	,	PUNCT
easat-3884	303	52	dash	dash	NOUN
easat-3884	303	53	(	(	PUNCT
easat-3884	303	54	-	-	PUNCT
easat-3884	303	55	)	)	PUNCT
easat-3884	303	56	,	,	PUNCT
easat-3884	303	57	ellipsis	ellipsis	NOUN
easat-3884	303	58	(	(	PUNCT
easat-3884	303	59	...	...	PUNCT
easat-3884	303	60	)	)	PUNCT
easat-3884	303	61	,	,	PUNCT
easat-3884	303	62	apostrophe	apostrophe	NOUN
easat-3884	303	63	(	(	PUNCT
easat-3884	303	64	’	'	PUNCT
easat-3884	303	65	)	)	PUNCT
easat-3884	303	66	,	,	PUNCT
easat-3884	303	67	and	and	CCONJ
easat-3884	303	68	slash	slash	VERB
easat-3884	303	69	(	(	PUNCT
easat-3884	303	70	/	/	PUNCT
easat-3884	303	71	)	)	PUNCT
easat-3884	303	72	.	.	PUNCT
easat-3884	304	1	given	give	VERB
easat-3884	304	2	the	the	DET
easat-3884	304	3	large	large	ADJ
easat-3884	304	4	number	number	NOUN
easat-3884	304	5	of	of	ADP
easat-3884	304	6	symbols	symbol	NOUN
easat-3884	304	7	,	,	PUNCT
easat-3884	304	8	we	we	PRON
easat-3884	304	9	decided	decide	VERB
easat-3884	304	10	to	to	PART
easat-3884	304	11	categorize	categorize	VERB
easat-3884	304	12	them	they	PRON
easat-3884	304	13	into	into	ADP
easat-3884	304	14	"	"	PUNCT
easat-3884	304	15	parent	parent	NOUN
easat-3884	304	16	"	"	PUNCT
easat-3884	304	17	and	and	CCONJ
easat-3884	304	18	"	"	PUNCT
easat-3884	304	19	child	child	NOUN
easat-3884	304	20	"	"	PUNCT
easat-3884	304	21	groups	group	NOUN
easat-3884	304	22	based	base	VERB
easat-3884	304	23	on	on	ADP
easat-3884	304	24	similar	similar	ADJ
easat-3884	304	25	functions	function	NOUN
easat-3884	304	26	in	in	ADP
easat-3884	304	27	a	a	DET
easat-3884	304	28	hierarchical	hierarchical	ADJ
easat-3884	304	29	structure	structure	NOUN
easat-3884	304	30	.	.	PUNCT
easat-3884	305	1	this	this	DET
easat-3884	305	2	organization	organization	NOUN
easat-3884	305	3	ensures	ensure	VERB
easat-3884	305	4	that	that	SCONJ
easat-3884	305	5	(	(	PUNCT
easat-3884	305	6	i	i	NOUN
easat-3884	305	7	)	)	PUNCT
easat-3884	305	8	symbols	symbol	NOUN
easat-3884	305	9	of	of	ADP
easat-3884	305	10	similar	similar	ADJ
easat-3884	305	11	functions	function	NOUN
easat-3884	305	12	belong	belong	VERB
easat-3884	305	13	to	to	ADP
easat-3884	305	14	the	the	DET
easat-3884	305	15	same	same	ADJ
easat-3884	305	16	group	group	NOUN
easat-3884	305	17	,	,	PUNCT
easat-3884	305	18	and	and	CCONJ
easat-3884	305	19	(	(	PUNCT
easat-3884	305	20	ii	ii	NOUN
easat-3884	305	21	)	)	PUNCT
easat-3884	305	22	more	more	ADV
easat-3884	305	23	frequently	frequently	ADV
easat-3884	305	24	used	use	VERB
easat-3884	305	25	symbols	symbol	NOUN
easat-3884	305	26	are	be	AUX
easat-3884	305	27	placed	place	VERB
easat-3884	305	28	at	at	ADP
easat-3884	305	29	lower	low	ADJ
easat-3884	305	30	levels	level	NOUN
easat-3884	305	31	of	of	ADP
easat-3884	305	32	the	the	DET
easat-3884	305	33	hierarchy	hierarchy	NOUN
easat-3884	305	34	to	to	PART
easat-3884	305	35	facilitate	facilitate	VERB
easat-3884	305	36	quicker	quick	ADJ
easat-3884	305	37	selection	selection	NOUN
easat-3884	305	38	.	.	PUNCT
easat-3884	306	1	additionally	additionally	ADV
easat-3884	306	2	,	,	PUNCT
easat-3884	306	3	at	at	ADV
easat-3884	306	4	least	least	ADJ
easat-3884	306	5	four	four	NUM
easat-3884	306	6	functional	functional	ADJ
easat-3884	306	7	keys	key	NOUN
easat-3884	306	8	are	be	AUX
easat-3884	306	9	necessary	necessary	ADJ
easat-3884	306	10	:	:	PUNCT
easat-3884	306	11	delete	delete	ADJ
easat-3884	306	12	,	,	PUNCT
easat-3884	306	13	enter	enter	VERB
easat-3884	306	14	(	(	PUNCT
easat-3884	306	15	for	for	ADP
easat-3884	306	16	adding	add	VERB
easat-3884	306	17	a	a	DET
easat-3884	306	18	line	line	NOUN
easat-3884	306	19	)	)	PUNCT
easat-3884	306	20	,	,	PUNCT
easat-3884	306	21	back	back	ADV
easat-3884	306	22	(	(	PUNCT
easat-3884	306	23	to	to	PART
easat-3884	306	24	return	return	VERB
easat-3884	306	25	to	to	ADP
easat-3884	306	26	previous	previous	ADJ
easat-3884	306	27	levels	level	NOUN
easat-3884	306	28	in	in	ADP
easat-3884	306	29	case	case	NOUN
easat-3884	306	30	of	of	ADP
easat-3884	306	31	mistakes	mistake	NOUN
easat-3884	306	32	)	)	PUNCT
easat-3884	306	33	,	,	PUNCT
easat-3884	306	34	and	and	CCONJ
easat-3884	306	35	spacebar	spacebar	NOUN
easat-3884	306	36	.	.	PUNCT
easat-3884	307	1	5.2.2	5.2.2	X
easat-3884	307	2	.	.	PUNCT
easat-3884	308	1	vitenamese	vitenamese	ADJ
easat-3884	308	2	bci	bci	PROPN
easat-3884	308	3	speller	speller	PROPN
easat-3884	308	4	user	user	PROPN
easat-3884	308	5	interface	interface	NOUN
easat-3884	308	6	.	.	PUNCT
easat-3884	309	1	to	to	PART
easat-3884	309	2	better	well	ADV
easat-3884	309	3	understand	understand	VERB
easat-3884	309	4	our	our	PRON
easat-3884	309	5	proposal	proposal	NOUN
easat-3884	309	6	,	,	PUNCT
easat-3884	309	7	we	we	PRON
easat-3884	309	8	define	define	VERB
easat-3884	309	9	a	a	DET
easat-3884	309	10	"	"	PUNCT
easat-3884	309	11	key	key	NOUN
easat-3884	309	12	"	"	PUNCT
easat-3884	309	13	as	as	ADP
easat-3884	309	14	a	a	DET
easat-3884	309	15	segment	segment	NOUN
easat-3884	309	16	on	on	ADP
easat-3884	309	17	the	the	DET
easat-3884	309	18	interface	interface	NOUN
easat-3884	309	19	that	that	PRON
easat-3884	309	20	contains	contain	VERB
easat-3884	309	21	a	a	DET
easat-3884	309	22	symbol	symbol	NOUN
easat-3884	309	23	or	or	CCONJ
easat-3884	309	24	a	a	DET
easat-3884	309	25	group	group	NOUN
easat-3884	309	26	of	of	ADP
easat-3884	309	27	symbols	symbol	NOUN
easat-3884	309	28	.	.	PUNCT
easat-3884	310	1	when	when	SCONJ
easat-3884	310	2	a	a	DET
easat-3884	310	3	key	key	NOUN
easat-3884	310	4	with	with	ADP
easat-3884	310	5	a	a	DET
easat-3884	310	6	single	single	ADJ
easat-3884	310	7	symbol	symbol	NOUN
easat-3884	310	8	is	be	AUX
easat-3884	310	9	selected	select	VERB
easat-3884	310	10	,	,	PUNCT
easat-3884	310	11	that	that	SCONJ
easat-3884	310	12	symbol	symbol	NOUN
easat-3884	310	13	becomes	become	VERB
easat-3884	310	14	the	the	DET
easat-3884	310	15	command	command	NOUN
easat-3884	310	16	for	for	ADP
easat-3884	310	17	that	that	DET
easat-3884	310	18	trial	trial	NOUN
easat-3884	310	19	.	.	PUNCT
easat-3884	311	1	the	the	DET
easat-3884	311	2	term	term	NOUN
easat-3884	311	3	"	"	PUNCT
easat-3884	311	4	layer	layer	NOUN
easat-3884	311	5	"	"	PUNCT
easat-3884	311	6	refers	refer	VERB
easat-3884	311	7	to	to	ADP
easat-3884	311	8	the	the	DET
easat-3884	311	9	depth	depth	NOUN
easat-3884	311	10	of	of	ADP
easat-3884	311	11	the	the	DET
easat-3884	311	12	hierarchy	hierarchy	NOUN
easat-3884	311	13	,	,	PUNCT
easat-3884	311	14	while	while	SCONJ
easat-3884	311	15	"	"	PUNCT
easat-3884	311	16	group	group	NOUN
easat-3884	311	17	"	"	PUNCT
easat-3884	311	18	describes	describe	VERB
easat-3884	311	19	symbols	symbol	NOUN
easat-3884	311	20	or	or	CCONJ
easat-3884	311	21	groups	group	NOUN
easat-3884	311	22	of	of	ADP
easat-3884	311	23	symbols	symbol	NOUN
easat-3884	311	24	with	with	ADP
easat-3884	311	25	similar	similar	ADJ
easat-3884	311	26	functions	function	NOUN
easat-3884	311	27	associated	associate	VERB
easat-3884	311	28	with	with	ADP
easat-3884	311	29	a	a	DET
easat-3884	311	30	particular	particular	ADJ
easat-3884	311	31	key	key	NOUN
easat-3884	311	32	.	.	PUNCT
easat-3884	312	1	we	we	PRON
easat-3884	312	2	propose	propose	VERB
easat-3884	312	3	a	a	DET
easat-3884	312	4	multi	multi	ADJ
easat-3884	312	5	-	-	ADJ
easat-3884	312	6	level	level	ADJ
easat-3884	312	7	keyboard	keyboard	NOUN
easat-3884	312	8	gui	gui	NOUN
easat-3884	312	9	,	,	PUNCT
easat-3884	312	10	where	where	SCONJ
easat-3884	312	11	each	each	DET
easat-3884	312	12	interface	interface	NOUN
easat-3884	312	13	level	level	NOUN
easat-3884	312	14	contains	contain	VERB
easat-3884	312	15	keys	key	NOUN
easat-3884	312	16	representing	represent	VERB
easat-3884	312	17	symbols	symbol	NOUN
easat-3884	312	18	,	,	PUNCT
easat-3884	312	19	groups	group	NOUN
easat-3884	312	20	of	of	ADP
easat-3884	312	21	symbols	symbol	NOUN
easat-3884	312	22	,	,	PUNCT
easat-3884	312	23	or	or	CCONJ
easat-3884	312	24	functions	function	NOUN
easat-3884	312	25	.	.	PUNCT
easat-3884	313	1	an	an	DET
easat-3884	313	2	outward	outward	ADV
easat-3884	313	3	-	-	PUNCT
easat-3884	313	4	spinning	spin	VERB
easat-3884	313	5	needle	needle	NOUN
easat-3884	313	6	,	,	PUNCT
easat-3884	313	7	starting	start	VERB
easat-3884	313	8	from	from	ADP
easat-3884	313	9	the	the	DET
easat-3884	313	10	center	center	NOUN
easat-3884	313	11	and	and	CCONJ
easat-3884	313	12	pointing	pointing	NOUN
easat-3884	313	13	towards	towards	ADP
easat-3884	313	14	the	the	DET
easat-3884	313	15	keys	key	NOUN
easat-3884	313	16	,	,	PUNCT
easat-3884	313	17	helps	help	VERB
easat-3884	313	18	users	user	NOUN
easat-3884	313	19	visualize	visualize	VERB
easat-3884	313	20	the	the	DET
easat-3884	313	21	current	current	ADJ
easat-3884	313	22	selection	selection	NOUN
easat-3884	313	23	and	and	CCONJ
easat-3884	313	24	the	the	DET
easat-3884	313	25	results	result	NOUN
easat-3884	313	26	of	of	ADP
easat-3884	313	27	their	their	PRON
easat-3884	313	28	motor	motor	NOUN
easat-3884	313	29	imagery	imagery	NOUN
easat-3884	313	30	tasks	task	NOUN
easat-3884	313	31	.	.	PUNCT
easat-3884	314	1	the	the	DET
easat-3884	314	2	proposed	propose	VERB
easat-3884	314	3	ui	ui	NOUN
easat-3884	314	4	includes	include	VERB
easat-3884	314	5	12	12	NUM
easat-3884	314	6	vowels	vowel	NOUN
easat-3884	314	7	,	,	PUNCT
easat-3884	314	8	17	17	NUM
easat-3884	314	9	consonants	consonant	NOUN
easat-3884	314	10	,	,	PUNCT
easat-3884	314	11	4	4	NUM
easat-3884	314	12	functional	functional	ADJ
easat-3884	314	13	keys	key	NOUN
easat-3884	314	14	for	for	ADP
easat-3884	314	15	text	text	NOUN
easat-3884	314	16	drafting	drafting	NOUN
easat-3884	314	17	,	,	PUNCT
easat-3884	314	18	7	7	NUM
easat-3884	314	19	vowel	vowel	NOUN
easat-3884	314	20	clusters	cluster	NOUN
easat-3884	314	21	representing	represent	VERB
easat-3884	314	22	three	three	NUM
easat-3884	314	23	diphthongs	diphthong	NOUN
easat-3884	314	24	,	,	PUNCT
easat-3884	314	25	10	10	NUM
easat-3884	314	26	consonant	consonant	ADJ
easat-3884	314	27	clusters	cluster	NOUN
easat-3884	314	28	,	,	PUNCT
easat-3884	314	29	10	10	NUM
easat-3884	314	30	digits	digit	NOUN
easat-3884	314	31	,	,	PUNCT
easat-3884	314	32	and	and	CCONJ
easat-3884	314	33	7	7	NUM
easat-3884	314	34	punctuation	punctuation	NOUN
easat-3884	314	35	marks	mark	NOUN
easat-3884	314	36	,	,	PUNCT
easat-3884	314	37	along	along	ADP
easat-3884	314	38	with	with	ADP
easat-3884	314	39	diacritics	diacritic	NOUN
easat-3884	314	40	for	for	ADP
easat-3884	314	41	vowels	vowel	NOUN
easat-3884	314	42	and	and	CCONJ
easat-3884	314	43	vowel	vowel	NOUN
easat-3884	314	44	clusters	cluster	NOUN
easat-3884	314	45	.	.	PUNCT
easat-3884	315	1	to	to	PART
easat-3884	315	2	enhance	enhance	VERB
easat-3884	315	3	typing	type	VERB
easat-3884	315	4	speed	speed	NOUN
easat-3884	315	5	,	,	PUNCT
easat-3884	315	6	a	a	DET
easat-3884	315	7	vietnamese	vietnamese	ADJ
easat-3884	315	8	language	language	NOUN
easat-3884	315	9	model	model	NOUN
easat-3884	315	10	is	be	AUX
easat-3884	315	11	integrated	integrate	VERB
easat-3884	315	12	for	for	ADP
easat-3884	315	13	character	character	NOUN
easat-3884	315	14	and	and	CCONJ
easat-3884	315	15	word	word	NOUN
easat-3884	315	16	suggestions	suggestion	NOUN
easat-3884	315	17	.	.	PUNCT
easat-3884	316	1	a	a	DET
easat-3884	316	2	suggestion	suggestion	NOUN
easat-3884	316	3	key	key	NOUN
easat-3884	316	4	reveals	reveal	VERB
easat-3884	316	5	a	a	DET
easat-3884	316	6	list	list	NOUN
easat-3884	316	7	of	of	ADP
easat-3884	316	8	relevant	relevant	ADJ
easat-3884	316	9	results	result	NOUN
easat-3884	316	10	upon	upon	SCONJ
easat-3884	316	11	selection	selection	NOUN
easat-3884	316	12	.	.	PUNCT
easat-3884	317	1	8888	8888	NUM
easat-3884	317	2	edelweiss	edelweiss	PROPN
easat-3884	317	3	applied	apply	VERB
easat-3884	317	4	science	science	NOUN
easat-3884	317	5	and	and	CCONJ
easat-3884	317	6	technology	technology	NOUN
easat-3884	317	7	issn	issn	PROPN
easat-3884	317	8	:	:	PUNCT
easat-3884	317	9	2576	2576	NUM
easat-3884	317	10	-	-	SYM
easat-3884	317	11	8484	8484	NUM
easat-3884	317	12	vol	vol	NOUN
easat-3884	317	13	.	.	PROPN
easat-3884	317	14	8	8	NUM
easat-3884	317	15	,	,	PUNCT
easat-3884	317	16	no	no	INTJ
easat-3884	317	17	.	.	NOUN
easat-3884	318	1	6	6	NUM
easat-3884	318	2	:	:	SYM
easat-3884	318	3	8873	8873	NUM
easat-3884	318	4	-	-	SYM
easat-3884	318	5	8891	8891	NUM
easat-3884	318	6	,	,	PUNCT
easat-3884	318	7	2024	2024	NUM
easat-3884	318	8	doi	doi	NOUN
easat-3884	318	9	:	:	PUNCT
easat-3884	318	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	318	11	©	©	PROPN
easat-3884	318	12	2024	2024	NUM
easat-3884	318	13	by	by	ADP
easat-3884	318	14	the	the	DET
easat-3884	318	15	authors	author	NOUN
easat-3884	318	16	;	;	PUNCT
easat-3884	318	17	licensee	licensee	PROPN
easat-3884	318	18	learning	learning	NOUN
easat-3884	318	19	gate	gate	NOUN
easat-3884	318	20	due	due	ADP
easat-3884	318	21	to	to	ADP
easat-3884	318	22	the	the	DET
easat-3884	318	23	varied	varied	ADJ
easat-3884	318	24	appearance	appearance	NOUN
easat-3884	318	25	of	of	ADP
easat-3884	318	26	vietnamese	vietnamese	ADJ
easat-3884	318	27	character	character	NOUN
easat-3884	318	28	groups	group	NOUN
easat-3884	318	29	,	,	PUNCT
easat-3884	318	30	the	the	DET
easat-3884	318	31	number	number	NOUN
easat-3884	318	32	of	of	ADP
easat-3884	318	33	keys	key	NOUN
easat-3884	318	34	on	on	ADP
easat-3884	318	35	each	each	DET
easat-3884	318	36	layer	layer	NOUN
easat-3884	318	37	is	be	AUX
easat-3884	318	38	flexibly	flexibly	ADV
easat-3884	318	39	arranged	arrange	VERB
easat-3884	318	40	.	.	PUNCT
easat-3884	319	1	the	the	DET
easat-3884	319	2	keys	key	NOUN
easat-3884	319	3	are	be	AUX
easat-3884	319	4	organized	organize	VERB
easat-3884	319	5	in	in	ADP
easat-3884	319	6	a	a	DET
easat-3884	319	7	circular	circular	ADJ
easat-3884	319	8	pattern	pattern	NOUN
easat-3884	319	9	around	around	ADP
easat-3884	319	10	the	the	DET
easat-3884	319	11	needle	needle	NOUN
easat-3884	319	12	to	to	PART
easat-3884	319	13	ensure	ensure	VERB
easat-3884	319	14	even	even	ADV
easat-3884	319	15	distribution	distribution	NOUN
easat-3884	319	16	of	of	ADP
easat-3884	319	17	movement	movement	NOUN
easat-3884	319	18	time	time	NOUN
easat-3884	319	19	across	across	ADP
easat-3884	319	20	the	the	DET
easat-3884	319	21	keys	key	NOUN
easat-3884	319	22	.	.	PUNCT
easat-3884	320	1	with	with	ADP
easat-3884	320	2	this	this	DET
easat-3884	320	3	circular	circular	ADJ
easat-3884	320	4	design	design	NOUN
easat-3884	320	5	,	,	PUNCT
easat-3884	320	6	the	the	DET
easat-3884	320	7	number	number	NOUN
easat-3884	320	8	of	of	ADP
easat-3884	320	9	keys	key	NOUN
easat-3884	320	10	can	can	AUX
easat-3884	320	11	range	range	VERB
easat-3884	320	12	from	from	ADP
easat-3884	320	13	7	7	NUM
easat-3884	320	14	to	to	ADP
easat-3884	320	15	9	9	NUM
easat-3884	320	16	per	per	ADP
easat-3884	320	17	layer	layer	NOUN
easat-3884	320	18	.	.	PUNCT
easat-3884	321	1	the	the	DET
easat-3884	321	2	characters	character	NOUN
easat-3884	321	3	represented	represent	VERB
easat-3884	321	4	include	include	VERB
easat-3884	321	5	single	single	ADJ
easat-3884	321	6	vowels	vowel	NOUN
easat-3884	321	7	,	,	PUNCT
easat-3884	321	8	single	single	ADJ
easat-3884	321	9	consonants	consonant	NOUN
easat-3884	321	10	,	,	PUNCT
easat-3884	321	11	double	double	ADJ
easat-3884	321	12	vowels	vowel	NOUN
easat-3884	321	13	,	,	PUNCT
easat-3884	321	14	compound	compound	NOUN
easat-3884	321	15	consonants	consonant	NOUN
easat-3884	321	16	,	,	PUNCT
easat-3884	321	17	numeric	numeric	ADJ
easat-3884	321	18	characters	character	NOUN
easat-3884	321	19	,	,	PUNCT
easat-3884	321	20	diacritics	diacritic	NOUN
easat-3884	321	21	for	for	ADP
easat-3884	321	22	single	single	ADJ
easat-3884	321	23	and	and	CCONJ
easat-3884	321	24	double	double	ADJ
easat-3884	321	25	vowels	vowel	NOUN
easat-3884	321	26	,	,	PUNCT
easat-3884	321	27	and	and	CCONJ
easat-3884	321	28	punctuation	punctuation	NOUN
easat-3884	321	29	marks	mark	NOUN
easat-3884	321	30	according	accord	VERB
easat-3884	321	31	to	to	ADP
easat-3884	321	32	vietnamese	vietnamese	ADJ
easat-3884	321	33	standards	standard	NOUN
easat-3884	321	34	.	.	PUNCT
easat-3884	322	1	when	when	SCONJ
easat-3884	322	2	a	a	DET
easat-3884	322	3	character	character	NOUN
easat-3884	322	4	group	group	NOUN
easat-3884	322	5	is	be	AUX
easat-3884	322	6	not	not	PART
easat-3884	322	7	fully	fully	ADV
easat-3884	322	8	displayed	display	VERB
easat-3884	322	9	,	,	PUNCT
easat-3884	322	10	an	an	DET
easat-3884	322	11	expansion	expansion	NOUN
easat-3884	322	12	key	key	NOUN
easat-3884	322	13	opens	open	VERB
easat-3884	322	14	a	a	DET
easat-3884	322	15	new	new	ADJ
easat-3884	322	16	layer	layer	NOUN
easat-3884	322	17	for	for	ADP
easat-3884	322	18	that	that	DET
easat-3884	322	19	group	group	NOUN
easat-3884	322	20	,	,	PUNCT
easat-3884	322	21	revealing	reveal	VERB
easat-3884	322	22	the	the	DET
easat-3884	322	23	remaining	remain	VERB
easat-3884	322	24	symbols	symbol	NOUN
easat-3884	322	25	.	.	PUNCT
easat-3884	323	1	control	control	NOUN
easat-3884	323	2	keys	key	NOUN
easat-3884	323	3	such	such	ADJ
easat-3884	323	4	as	as	ADP
easat-3884	323	5	delete	delete	ADJ
easat-3884	323	6	,	,	PUNCT
easat-3884	323	7	enter	enter	VERB
easat-3884	323	8	,	,	PUNCT
easat-3884	323	9	backspace	backspace	NOUN
easat-3884	323	10	,	,	PUNCT
easat-3884	323	11	and	and	CCONJ
easat-3884	323	12	space	space	NOUN
easat-3884	323	13	are	be	AUX
easat-3884	323	14	represented	represent	VERB
easat-3884	323	15	by	by	ADP
easat-3884	323	16	familiar	familiar	ADJ
easat-3884	323	17	symbols	symbol	NOUN
easat-3884	323	18	for	for	ADP
easat-3884	323	19	keyboard	keyboard	NOUN
easat-3884	323	20	users	user	NOUN
easat-3884	323	21	.	.	PUNCT
easat-3884	324	1	figure	figure	VERB
easat-3884	324	2	8	8	NUM
easat-3884	324	3	illustrates	illustrate	VERB
easat-3884	324	4	the	the	DET
easat-3884	324	5	working	work	VERB
easat-3884	324	6	window	window	NOUN
easat-3884	324	7	of	of	ADP
easat-3884	324	8	the	the	DET
easat-3884	324	9	virtual	virtual	ADJ
easat-3884	324	10	keyboard	keyboard	NOUN
easat-3884	324	11	,	,	PUNCT
easat-3884	324	12	divided	divide	VERB
easat-3884	324	13	into	into	ADP
easat-3884	324	14	three	three	NUM
easat-3884	324	15	areas	area	NOUN
easat-3884	324	16	from	from	ADP
easat-3884	324	17	left	left	ADJ
easat-3884	324	18	to	to	ADP
easat-3884	324	19	right	right	NOUN
easat-3884	324	20	:	:	PUNCT
easat-3884	324	21	area	area	NOUN
easat-3884	324	22	1	1	NUM
easat-3884	324	23	shows	show	VERB
easat-3884	324	24	part	part	NOUN
easat-3884	324	25	of	of	ADP
easat-3884	324	26	the	the	DET
easat-3884	324	27	text	text	NOUN
easat-3884	324	28	being	be	AUX
easat-3884	324	29	drafted	draft	VERB
easat-3884	324	30	,	,	PUNCT
easat-3884	324	31	area	area	NOUN
easat-3884	324	32	2	2	NUM
easat-3884	324	33	displays	display	VERB
easat-3884	324	34	the	the	DET
easat-3884	324	35	interface	interface	NOUN
easat-3884	324	36	layers	layer	NOUN
easat-3884	324	37	of	of	ADP
easat-3884	324	38	the	the	DET
easat-3884	324	39	virtual	virtual	ADJ
easat-3884	324	40	keyboard	keyboard	NOUN
easat-3884	324	41	,	,	PUNCT
easat-3884	324	42	and	and	CCONJ
easat-3884	324	43	area	area	NOUN
easat-3884	324	44	3	3	NUM
easat-3884	324	45	presents	present	NOUN
easat-3884	324	46	suggested	suggest	VERB
easat-3884	324	47	words	word	NOUN
easat-3884	324	48	from	from	ADP
easat-3884	324	49	the	the	DET
easat-3884	324	50	language	language	NOUN
easat-3884	324	51	model	model	NOUN
easat-3884	324	52	based	base	VERB
easat-3884	324	53	on	on	ADP
easat-3884	324	54	the	the	DET
easat-3884	324	55	drafted	draft	VERB
easat-3884	324	56	vietnamese	vietnamese	ADJ
easat-3884	324	57	content	content	NOUN
easat-3884	324	58	.	.	PUNCT
easat-3884	325	1	these	these	DET
easat-3884	325	2	suggestions	suggestion	NOUN
easat-3884	325	3	are	be	AUX
easat-3884	325	4	located	locate	VERB
easat-3884	325	5	under	under	ADP
easat-3884	325	6	the	the	DET
easat-3884	325	7	"	"	PUNCT
easat-3884	325	8	gợi	gợi	NOUN
easat-3884	325	9	ý	ý	NOUN
easat-3884	325	10	"	"	PUNCT
easat-3884	325	11	key	key	NOUN
easat-3884	325	12	and	and	CCONJ
easat-3884	325	13	are	be	AUX
easat-3884	325	14	generated	generate	VERB
easat-3884	325	15	using	use	VERB
easat-3884	325	16	a	a	DET
easat-3884	325	17	small	small	ADJ
easat-3884	325	18	language	language	NOUN
easat-3884	325	19	model	model	NOUN
easat-3884	325	20	trained	train	VERB
easat-3884	325	21	on	on	ADP
easat-3884	325	22	vietnamese	vietnamese	ADJ
easat-3884	325	23	communication	communication	NOUN
easat-3884	325	24	data	datum	NOUN
easat-3884	325	25	.	.	PUNCT
easat-3884	326	1	figure	figure	NOUN
easat-3884	326	2	8	8	NUM
easat-3884	326	3	:	:	PUNCT
easat-3884	326	4	vietnamese	vietnamese	PROPN
easat-3884	326	5	bci	bci	PROPN
easat-3884	326	6	speller	speller	ADJ
easat-3884	326	7	interface	interface	NOUN
easat-3884	326	8	.	.	PUNCT
easat-3884	327	1	5.3	5.3	NUM
easat-3884	327	2	.	.	PUNCT
easat-3884	328	1	vietnamese	vietnamese	ADJ
easat-3884	328	2	bci	bci	PROPN
easat-3884	328	3	speller	speller	ADJ
easat-3884	328	4	architecture	architecture	NOUN
easat-3884	328	5	the	the	DET
easat-3884	328	6	bci	bci	ADJ
easat-3884	328	7	-	-	ADJ
easat-3884	328	8	vspeller	vspeller	ADJ
easat-3884	328	9	system	system	NOUN
easat-3884	328	10	is	be	AUX
easat-3884	328	11	designed	design	VERB
easat-3884	328	12	using	use	VERB
easat-3884	328	13	an	an	DET
easat-3884	328	14	asynchronous	asynchronous	ADJ
easat-3884	328	15	bci	bci	NOUN
easat-3884	328	16	mechanism	mechanism	NOUN
easat-3884	328	17	that	that	PRON
easat-3884	328	18	employs	employ	VERB
easat-3884	328	19	eeg	eeg	NOUN
easat-3884	328	20	signals	signal	NOUN
easat-3884	328	21	.	.	PUNCT
easat-3884	329	1	its	its	PRON
easat-3884	329	2	architecture	architecture	NOUN
easat-3884	329	3	consists	consist	VERB
easat-3884	329	4	of	of	ADP
easat-3884	329	5	three	three	NUM
easat-3884	329	6	main	main	ADJ
easat-3884	329	7	components	component	NOUN
easat-3884	329	8	:	:	PUNCT
easat-3884	329	9	the	the	DET
easat-3884	329	10	eeg	eeg	PROPN
easat-3884	329	11	signal	signal	PROPN
easat-3884	329	12	acquisition	acquisition	NOUN
easat-3884	329	13	block	block	NOUN
easat-3884	329	14	,	,	PUNCT
easat-3884	329	15	the	the	DET
easat-3884	329	16	mi	mi	PROPN
easat-3884	329	17	task	task	PROPN
easat-3884	329	18	classification	classification	NOUN
easat-3884	329	19	block	block	NOUN
easat-3884	329	20	based	base	VERB
easat-3884	329	21	on	on	ADP
easat-3884	329	22	eeg	eeg	NOUN
easat-3884	329	23	signals	signal	NOUN
easat-3884	329	24	,	,	PUNCT
easat-3884	329	25	and	and	CCONJ
easat-3884	329	26	the	the	DET
easat-3884	329	27	mi	mi	PROPN
easat-3884	329	28	task	task	PROPN
easat-3884	329	29	processing	processing	NOUN
easat-3884	329	30	block	block	NOUN
easat-3884	329	31	.	.	PUNCT
easat-3884	330	1	this	this	DET
easat-3884	330	2	architecture	architecture	NOUN
easat-3884	330	3	is	be	AUX
easat-3884	330	4	illustrated	illustrate	VERB
easat-3884	330	5	in	in	ADP
easat-3884	330	6	figure	figure	NOUN
easat-3884	330	7	9	9	NUM
easat-3884	330	8	below	below	ADV
easat-3884	330	9	.	.	PUNCT
easat-3884	331	1	8889	8889	NUM
easat-3884	331	2	edelweiss	edelweiss	PROPN
easat-3884	331	3	applied	apply	VERB
easat-3884	331	4	science	science	NOUN
easat-3884	331	5	and	and	CCONJ
easat-3884	331	6	technology	technology	NOUN
easat-3884	331	7	issn	issn	PROPN
easat-3884	331	8	:	:	PUNCT
easat-3884	331	9	2576	2576	NUM
easat-3884	331	10	-	-	SYM
easat-3884	331	11	8484	8484	NUM
easat-3884	331	12	vol	vol	NOUN
easat-3884	331	13	.	.	PROPN
easat-3884	331	14	8	8	NUM
easat-3884	331	15	,	,	PUNCT
easat-3884	331	16	no	no	INTJ
easat-3884	331	17	.	.	NOUN
easat-3884	332	1	6	6	NUM
easat-3884	332	2	:	:	SYM
easat-3884	332	3	8873	8873	NUM
easat-3884	332	4	-	-	SYM
easat-3884	332	5	8891	8891	NUM
easat-3884	332	6	,	,	PUNCT
easat-3884	332	7	2024	2024	NUM
easat-3884	332	8	doi	doi	NOUN
easat-3884	332	9	:	:	PUNCT
easat-3884	332	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	332	11	©	©	PROPN
easat-3884	332	12	2024	2024	NUM
easat-3884	332	13	by	by	ADP
easat-3884	332	14	the	the	DET
easat-3884	332	15	authors	author	NOUN
easat-3884	332	16	;	;	PUNCT
easat-3884	332	17	licensee	licensee	PROPN
easat-3884	332	18	learning	learn	VERB
easat-3884	332	19	gate	gate	NOUN
easat-3884	332	20	figure	figure	NOUN
easat-3884	332	21	9	9	NUM
easat-3884	332	22	.	.	PUNCT
easat-3884	333	1	vietnamese	vietnamese	ADJ
easat-3884	333	2	bci	bci	ADJ
easat-3884	333	3	speller	speller	ADJ
easat-3884	333	4	architecture	architecture	NOUN
easat-3884	333	5	.	.	PUNCT
easat-3884	334	1	the	the	DET
easat-3884	334	2	operating	operating	NOUN
easat-3884	334	3	process	process	NOUN
easat-3884	334	4	of	of	ADP
easat-3884	334	5	the	the	DET
easat-3884	334	6	system	system	NOUN
easat-3884	334	7	is	be	AUX
easat-3884	334	8	detailed	detail	VERB
easat-3884	334	9	as	as	SCONJ
easat-3884	334	10	follows	follow	VERB
easat-3884	334	11	:	:	PUNCT
easat-3884	334	12	•	•	NUM
easat-3884	334	13	acquisition	acquisition	NOUN
easat-3884	334	14	of	of	ADP
easat-3884	334	15	eeg	eeg	NOUN
easat-3884	334	16	signals	signal	NOUN
easat-3884	334	17	:	:	PUNCT
easat-3884	334	18	the	the	DET
easat-3884	334	19	patient	patient	NOUN
easat-3884	334	20	wears	wear	VERB
easat-3884	334	21	a	a	DET
easat-3884	334	22	cap	cap	NOUN
easat-3884	334	23	designed	design	VERB
easat-3884	334	24	to	to	PART
easat-3884	334	25	measure	measure	VERB
easat-3884	334	26	eeg	eeg	NOUN
easat-3884	334	27	signals	signal	NOUN
easat-3884	334	28	and	and	CCONJ
easat-3884	334	29	opens	open	VERB
easat-3884	334	30	the	the	DET
easat-3884	334	31	lab	lab	NOUN
easat-3884	334	32	streaming	streaming	NOUN
easat-3884	334	33	layer	layer	NOUN
easat-3884	334	34	server	server	NOUN
easat-3884	334	35	within	within	ADP
easat-3884	334	36	the	the	DET
easat-3884	334	37	emotivpro	emotivpro	ADJ
easat-3884	334	38	application	application	NOUN
easat-3884	334	39	.	.	PUNCT
easat-3884	335	1	the	the	DET
easat-3884	335	2	eeg	eeg	PROPN
easat-3884	335	3	measurement	measurement	NOUN
easat-3884	335	4	cap	cap	NOUN
easat-3884	335	5	automatically	automatically	ADV
easat-3884	335	6	connects	connect	VERB
easat-3884	335	7	to	to	ADP
easat-3884	335	8	the	the	DET
easat-3884	335	9	vietnamese	vietnamese	ADJ
easat-3884	335	10	bci	bci	PROPN
easat-3884	335	11	speller	speller	ADJ
easat-3884	335	12	application	application	NOUN
easat-3884	335	13	.	.	PUNCT
easat-3884	336	1	the	the	DET
easat-3884	336	2	user	user	NOUN
easat-3884	336	3	actively	actively	ADV
easat-3884	336	4	engages	engage	VERB
easat-3884	336	5	in	in	ADP
easat-3884	336	6	imagined	imagine	VERB
easat-3884	336	7	motor	motor	NOUN
easat-3884	336	8	imagery	imagery	NOUN
easat-3884	336	9	tasks	task	NOUN
easat-3884	336	10	corresponding	correspond	VERB
easat-3884	336	11	to	to	ADP
easat-3884	336	12	their	their	PRON
easat-3884	336	13	desired	desire	VERB
easat-3884	336	14	actions	action	NOUN
easat-3884	336	15	,	,	PUNCT
easat-3884	336	16	such	such	ADJ
easat-3884	336	17	as	as	ADP
easat-3884	336	18	moving	move	VERB
easat-3884	336	19	the	the	DET
easat-3884	336	20	mouse	mouse	NOUN
easat-3884	336	21	pointer	pointer	NOUN
easat-3884	336	22	or	or	CCONJ
easat-3884	336	23	selecting	select	VERB
easat-3884	336	24	a	a	DET
easat-3884	336	25	character	character	NOUN
easat-3884	336	26	.	.	PUNCT
easat-3884	337	1	the	the	DET
easat-3884	337	2	device	device	NOUN
easat-3884	337	3	records	record	VERB
easat-3884	337	4	signals	signal	NOUN
easat-3884	337	5	from	from	ADP
easat-3884	337	6	the	the	DET
easat-3884	337	7	electrodes	electrode	NOUN
easat-3884	337	8	attached	attach	VERB
easat-3884	337	9	to	to	ADP
easat-3884	337	10	the	the	DET
easat-3884	337	11	cap	cap	NOUN
easat-3884	337	12	and	and	CCONJ
easat-3884	337	13	transmits	transmit	NOUN
easat-3884	337	14	this	this	DET
easat-3884	337	15	data	datum	NOUN
easat-3884	337	16	to	to	ADP
easat-3884	337	17	the	the	DET
easat-3884	337	18	vietnamese	vietnamese	ADJ
easat-3884	337	19	bci	bci	ADJ
easat-3884	337	20	speller	speller	ADJ
easat-3884	337	21	system	system	NOUN
easat-3884	337	22	for	for	ADP
easat-3884	337	23	processing	processing	NOUN
easat-3884	337	24	via	via	ADP
easat-3884	337	25	the	the	DET
easat-3884	337	26	lab	lab	NOUN
easat-3884	337	27	streaming	streaming	NOUN
easat-3884	337	28	layer	layer	NOUN
easat-3884	337	29	platform	platform	NOUN
easat-3884	337	30	.	.	PUNCT
easat-3884	338	1	•	•	NOUN
easat-3884	338	2	classification	classification	NOUN
easat-3884	338	3	of	of	ADP
easat-3884	338	4	mi	mi	NOUN
easat-3884	338	5	tasks	task	NOUN
easat-3884	338	6	based	base	VERB
easat-3884	338	7	on	on	ADP
easat-3884	338	8	eeg	eeg	NOUN
easat-3884	338	9	signals	signal	NOUN
easat-3884	338	10	:	:	PUNCT
easat-3884	338	11	this	this	DET
easat-3884	338	12	module	module	NOUN
easat-3884	338	13	is	be	AUX
easat-3884	338	14	developed	develop	VERB
easat-3884	338	15	using	use	VERB
easat-3884	338	16	the	the	DET
easat-3884	338	17	lda	lda	PROPN
easat-3884	338	18	and	and	CCONJ
easat-3884	338	19	csp	csp	PROPN
easat-3884	338	20	classification	classification	NOUN
easat-3884	338	21	models	model	NOUN
easat-3884	338	22	previously	previously	ADV
easat-3884	338	23	described	describe	VERB
easat-3884	338	24	.	.	PUNCT
easat-3884	339	1	the	the	DET
easat-3884	339	2	eeg	eeg	NOUN
easat-3884	339	3	signals	signal	NOUN
easat-3884	339	4	sent	send	VERB
easat-3884	339	5	from	from	ADP
easat-3884	339	6	the	the	DET
easat-3884	339	7	acquisition	acquisition	NOUN
easat-3884	339	8	block	block	NOUN
easat-3884	339	9	are	be	AUX
easat-3884	339	10	preprocessed	preprocesse	VERB
easat-3884	339	11	and	and	CCONJ
easat-3884	339	12	input	input	NOUN
easat-3884	339	13	into	into	ADP
easat-3884	339	14	the	the	DET
easat-3884	339	15	classification	classification	NOUN
easat-3884	339	16	model	model	NOUN
easat-3884	339	17	to	to	PART
easat-3884	339	18	identify	identify	VERB
easat-3884	339	19	the	the	DET
easat-3884	339	20	corresponding	corresponding	ADJ
easat-3884	339	21	imagined	imagine	VERB
easat-3884	339	22	motor	motor	NOUN
easat-3884	339	23	imagery	imagery	NOUN
easat-3884	339	24	tasks	task	NOUN
easat-3884	339	25	,	,	PUNCT
easat-3884	339	26	which	which	PRON
easat-3884	339	27	include	include	VERB
easat-3884	339	28	:	:	PUNCT
easat-3884	339	29	0	0	PUNCT
easat-3884	339	30	(	(	PUNCT
easat-3884	339	31	left	leave	VERB
easat-3884	339	32	hand	hand	NOUN
easat-3884	339	33	)	)	PUNCT
easat-3884	339	34	,	,	PUNCT
easat-3884	339	35	1	1	NUM
easat-3884	339	36	(	(	PUNCT
easat-3884	339	37	right	right	ADJ
easat-3884	339	38	hand	hand	NOUN
easat-3884	339	39	)	)	PUNCT
easat-3884	339	40	,	,	PUNCT
easat-3884	339	41	and	and	CCONJ
easat-3884	339	42	2	2	NUM
easat-3884	339	43	(	(	PUNCT
easat-3884	339	44	foot	foot	NOUN
easat-3884	339	45	)	)	PUNCT
easat-3884	339	46	.	.	PUNCT
easat-3884	340	1	each	each	DET
easat-3884	340	2	mi	mi	PROPN
easat-3884	340	3	task	task	PROPN
easat-3884	340	4	,	,	PUNCT
easat-3884	340	5	associated	associate	VERB
easat-3884	340	6	with	with	ADP
easat-3884	340	7	an	an	DET
easat-3884	340	8	action	action	NOUN
easat-3884	340	9	(	(	PUNCT
easat-3884	340	10	right	right	ADJ
easat-3884	340	11	hand	hand	NOUN
easat-3884	340	12	movement	movement	NOUN
easat-3884	340	13	for	for	ADP
easat-3884	340	14	rotation	rotation	NOUN
easat-3884	340	15	and	and	CCONJ
easat-3884	340	16	foot	foot	NOUN
easat-3884	340	17	movement	movement	NOUN
easat-3884	340	18	for	for	ADP
easat-3884	340	19	selection	selection	NOUN
easat-3884	340	20	)	)	PUNCT
easat-3884	340	21	is	be	AUX
easat-3884	340	22	predicted	predict	VERB
easat-3884	340	23	by	by	ADP
easat-3884	340	24	the	the	DET
easat-3884	340	25	mi	mi	PROPN
easat-3884	340	26	task	task	PROPN
easat-3884	340	27	classification	classification	NOUN
easat-3884	340	28	.	.	PUNCT
easat-3884	341	1	•	•	NUM
easat-3884	341	2	processing	processing	NOUN
easat-3884	341	3	of	of	ADP
easat-3884	341	4	mi	mi	PROPN
easat-3884	341	5	tasks	task	NOUN
easat-3884	341	6	:	:	PUNCT
easat-3884	341	7	the	the	DET
easat-3884	341	8	predicted	predict	VERB
easat-3884	341	9	imagined	imagine	VERB
easat-3884	341	10	motor	motor	NOUN
easat-3884	341	11	imagery	imagery	NOUN
easat-3884	341	12	task	task	NOUN
easat-3884	341	13	is	be	AUX
easat-3884	341	14	compared	compare	VERB
easat-3884	341	15	against	against	ADP
easat-3884	341	16	a	a	DET
easat-3884	341	17	confidence	confidence	NOUN
easat-3884	341	18	threshold	threshold	NOUN
easat-3884	341	19	(	(	PUNCT
easat-3884	341	20	t	t	PROPN
easat-3884	341	21	)	)	PUNCT
easat-3884	341	22	.	.	PUNCT
easat-3884	342	1	if	if	SCONJ
easat-3884	342	2	the	the	DET
easat-3884	342	3	confidence	confidence	NOUN
easat-3884	342	4	level	level	NOUN
easat-3884	342	5	for	for	ADP
easat-3884	342	6	a	a	DET
easat-3884	342	7	task	task	NOUN
easat-3884	342	8	meets	meet	VERB
easat-3884	342	9	or	or	CCONJ
easat-3884	342	10	exceeds	exceed	VERB
easat-3884	342	11	t	t	PROPN
easat-3884	342	12	,	,	PUNCT
easat-3884	342	13	the	the	DET
easat-3884	342	14	corresponding	corresponding	ADJ
easat-3884	342	15	keyboard	keyboard	NOUN
easat-3884	342	16	action	action	NOUN
easat-3884	342	17	(	(	PUNCT
easat-3884	342	18	moving	move	VERB
easat-3884	342	19	the	the	DET
easat-3884	342	20	mouse	mouse	NOUN
easat-3884	342	21	pointer	pointer	NOUN
easat-3884	342	22	or	or	CCONJ
easat-3884	342	23	selecting	select	VERB
easat-3884	342	24	a	a	DET
easat-3884	342	25	character	character	NOUN
easat-3884	342	26	)	)	PUNCT
easat-3884	342	27	is	be	AUX
easat-3884	342	28	executed	execute	VERB
easat-3884	342	29	.	.	PUNCT
easat-3884	343	1	conversely	conversely	ADV
easat-3884	343	2	,	,	PUNCT
easat-3884	343	3	tasks	task	NOUN
easat-3884	343	4	with	with	ADP
easat-3884	343	5	a	a	DET
easat-3884	343	6	confidence	confidence	NOUN
easat-3884	343	7	level	level	NOUN
easat-3884	343	8	below	below	ADP
easat-3884	343	9	t	t	NOUN
easat-3884	343	10	are	be	AUX
easat-3884	343	11	disregarded	disregard	VERB
easat-3884	343	12	by	by	ADP
easat-3884	343	13	the	the	DET
easat-3884	343	14	system	system	NOUN
easat-3884	343	15	.	.	PUNCT
easat-3884	344	1	5.4	5.4	NUM
easat-3884	344	2	.	.	PUNCT
easat-3884	344	3	results	result	VERB
easat-3884	344	4	a	a	DET
easat-3884	344	5	performance	performance	NOUN
easat-3884	344	6	metric	metric	NOUN
easat-3884	344	7	we	we	PRON
easat-3884	344	8	used	use	VERB
easat-3884	344	9	is	be	AUX
easat-3884	344	10	characters	character	NOUN
easat-3884	344	11	per	per	ADP
easat-3884	344	12	minute	minute	NOUN
easat-3884	344	13	(	(	PUNCT
easat-3884	344	14	characters	character	NOUN
easat-3884	344	15	/	/	SYM
easat-3884	344	16	min	min	NOUN
easat-3884	344	17	)	)	PUNCT
easat-3884	344	18	,	,	PUNCT
easat-3884	344	19	which	which	PRON
easat-3884	344	20	is	be	AUX
easat-3884	344	21	essentially	essentially	ADV
easat-3884	344	22	dividing	divide	VERB
easat-3884	344	23	the	the	DET
easat-3884	344	24	length	length	NOUN
easat-3884	344	25	of	of	ADP
easat-3884	344	26	the	the	DET
easat-3884	344	27	text	text	NOUN
easat-3884	344	28	by	by	ADP
easat-3884	344	29	the	the	DET
easat-3884	344	30	time	time	NOUN
easat-3884	344	31	to	to	PART
easat-3884	344	32	draft	draft	VERB
easat-3884	344	33	it	it	PRON
easat-3884	344	34	.	.	PUNCT
easat-3884	345	1	another	another	DET
easat-3884	345	2	one	one	NOUN
easat-3884	345	3	is	be	AUX
easat-3884	345	4	average	average	ADJ
easat-3884	345	5	minimum	minimum	ADJ
easat-3884	345	6	actions	action	NOUN
easat-3884	345	7	per	per	ADP
easat-3884	345	8	character	character	NOUN
easat-3884	345	9	,	,	PUNCT
easat-3884	345	10	obtained	obtain	VERB
easat-3884	345	11	by	by	ADP
easat-3884	345	12	averaging	average	VERB
easat-3884	345	13	the	the	DET
easat-3884	345	14	minimum	minimum	ADJ
easat-3884	345	15	numbers	number	NOUN
easat-3884	345	16	of	of	ADP
easat-3884	345	17	mi	mi	NOUN
easat-3884	345	18	tasks	task	NOUN
easat-3884	345	19	need	need	VERB
easat-3884	345	20	to	to	PART
easat-3884	345	21	select	select	VERB
easat-3884	345	22	and	and	CCONJ
easat-3884	345	23	output	output	VERB
easat-3884	345	24	a	a	DET
easat-3884	345	25	character	character	NOUN
easat-3884	345	26	or	or	CCONJ
easat-3884	345	27	perform	perform	VERB
easat-3884	345	28	a	a	DET
easat-3884	345	29	function	function	NOUN
easat-3884	345	30	.	.	PUNCT
easat-3884	346	1	this	this	PRON
easat-3884	346	2	ends	end	VERB
easat-3884	346	3	up	up	ADP
easat-3884	346	4	being	be	AUX
easat-3884	346	5	13.52	13.52	NUM
easat-3884	346	6	actions	action	NOUN
easat-3884	346	7	/	/	SYM
easat-3884	346	8	char	char	NOUN
easat-3884	346	9	,	,	PUNCT
easat-3884	346	10	with	with	ADP
easat-3884	346	11	the	the	DET
easat-3884	346	12	least	least	ADJ
easat-3884	346	13	action	action	NOUN
easat-3884	346	14	required	require	VERB
easat-3884	346	15	being	be	AUX
easat-3884	346	16	2	2	NUM
easat-3884	346	17	,	,	PUNCT
easat-3884	346	18	and	and	CCONJ
easat-3884	346	19	the	the	DET
easat-3884	346	20	most	most	ADV
easat-3884	346	21	being	be	AUX
easat-3884	346	22	25	25	NUM
easat-3884	346	23	.	.	PUNCT
easat-3884	347	1	from	from	ADP
easat-3884	347	2	our	our	PRON
easat-3884	347	3	online	online	ADJ
easat-3884	347	4	experiment	experiment	NOUN
easat-3884	347	5	on	on	ADP
easat-3884	347	6	healthy	healthy	ADJ
easat-3884	347	7	subjects	subject	NOUN
easat-3884	347	8	(	(	PUNCT
easat-3884	347	9	figure	figure	NOUN
easat-3884	347	10	10	10	NUM
easat-3884	347	11	)	)	PUNCT
easat-3884	347	12	,	,	PUNCT
easat-3884	347	13	the	the	DET
easat-3884	347	14	subject	subject	NOUN
easat-3884	347	15	was	be	AUX
easat-3884	347	16	instructed	instruct	VERB
easat-3884	347	17	to	to	PART
easat-3884	347	18	type	type	VERB
easat-3884	347	19	the	the	DET
easat-3884	347	20	phrase	phrase	NOUN
easat-3884	347	21	"	"	PUNCT
easat-3884	347	22	xin	xin	PROPN
easat-3884	347	23	chào	chào	PROPN
easat-3884	347	24	các	các	PROPN
easat-3884	347	25	bạn	bạn	PROPN
easat-3884	347	26	"	"	PUNCT
easat-3884	347	27	,	,	PUNCT
easat-3884	347	28	made	make	VERB
easat-3884	347	29	up	up	ADP
easat-3884	347	30	of	of	ADP
easat-3884	347	31	16	16	NUM
easat-3884	347	32	characters	character	NOUN
easat-3884	347	33	including	include	VERB
easat-3884	347	34	spaces	space	NOUN
easat-3884	347	35	.	.	PUNCT
easat-3884	348	1	optimally	optimally	ADV
easat-3884	348	2	,	,	PUNCT
easat-3884	348	3	(	(	PUNCT
easat-3884	348	4	no	no	DET
easat-3884	348	5	wrong	wrong	ADJ
easat-3884	348	6	classification	classification	NOUN
easat-3884	348	7	,	,	PUNCT
easat-3884	348	8	no	no	DET
easat-3884	348	9	rest	rest	NOUN
easat-3884	348	10	,	,	PUNCT
easat-3884	348	11	all	all	DET
easat-3884	348	12	suggestions	suggestion	NOUN
easat-3884	348	13	after	after	SCONJ
easat-3884	348	14	the	the	DET
easat-3884	348	15	first	first	ADJ
easat-3884	348	16	word	word	NOUN
easat-3884	348	17	are	be	AUX
easat-3884	348	18	relevant	relevant	ADJ
easat-3884	348	19	)	)	PUNCT
easat-3884	348	20	,	,	PUNCT
easat-3884	348	21	the	the	DET
easat-3884	348	22	typing	type	VERB
easat-3884	348	23	rate	rate	NOUN
easat-3884	348	24	would	would	AUX
easat-3884	348	25	be	be	AUX
easat-3884	348	26	average	average	ADJ
easat-3884	348	27	of	of	ADP
easat-3884	348	28	12.31	12.31	NUM
easat-3884	348	29	characters	character	NOUN
easat-3884	348	30	/	/	SYM
easat-3884	348	31	min	min	NOUN
easat-3884	348	32	.	.	PROPN
easat-3884	348	33	in	in	ADP
easat-3884	348	34	the	the	DET
easat-3884	348	35	first	first	ADJ
easat-3884	348	36	scenario	scenario	NOUN
easat-3884	348	37	,	,	PUNCT
easat-3884	348	38	the	the	DET
easat-3884	348	39	target	target	NOUN
easat-3884	348	40	phrase	phrase	NOUN
easat-3884	348	41	is	be	AUX
easat-3884	348	42	typed	type	VERB
easat-3884	348	43	without	without	ADP
easat-3884	348	44	suggestion	suggestion	NOUN
easat-3884	348	45	.	.	PUNCT
easat-3884	349	1	due	due	ADP
easat-3884	349	2	to	to	ADP
easat-3884	349	3	several	several	ADJ
easat-3884	349	4	mistakes	mistake	NOUN
easat-3884	349	5	made	make	VERB
easat-3884	349	6	by	by	ADP
easat-3884	349	7	the	the	DET
easat-3884	349	8	classifiers	classifier	NOUN
easat-3884	349	9	,	,	PUNCT
easat-3884	349	10	the	the	DET
easat-3884	349	11	subject	subject	NOUN
easat-3884	349	12	managed	manage	VERB
easat-3884	349	13	to	to	PART
easat-3884	349	14	achieve	achieve	VERB
easat-3884	349	15	a	a	DET
easat-3884	349	16	rate	rate	NOUN
easat-3884	349	17	of	of	ADP
easat-3884	349	18	only	only	ADV
easat-3884	349	19	2.37	2.37	NUM
easat-3884	349	20	characters	character	NOUN
easat-3884	349	21	/	/	SYM
easat-3884	349	22	min	min	NOUN
easat-3884	349	23	.	.	PROPN
easat-3884	349	24	in	in	ADP
easat-3884	349	25	the	the	DET
easat-3884	349	26	second	second	ADJ
easat-3884	349	27	scenario	scenario	NOUN
easat-3884	349	28	,	,	PUNCT
easat-3884	349	29	suggestions	suggestion	NOUN
easat-3884	349	30	are	be	AUX
easat-3884	349	31	used	use	VERB
easat-3884	349	32	whenever	whenever	SCONJ
easat-3884	349	33	possible	possible	ADJ
easat-3884	349	34	.	.	PUNCT
easat-3884	350	1	this	this	PRON
easat-3884	350	2	significantly	significantly	ADV
easat-3884	350	3	boosted	boost	VERB
easat-3884	350	4	the	the	DET
easat-3884	350	5	performance	performance	NOUN
easat-3884	350	6	average	average	NOUN
easat-3884	350	7	of	of	ADP
easat-3884	350	8	the	the	DET
easat-3884	350	9	subjects	subject	NOUN
easat-3884	350	10	to	to	ADP
easat-3884	350	11	6.15	6.15	NUM
easat-3884	350	12	characters	character	NOUN
easat-3884	350	13	/	/	SYM
easat-3884	350	14	min	min	NOUN
easat-3884	350	15	.	.	PROPN
easat-3884	350	16	8890	8890	NUM
easat-3884	350	17	edelweiss	edelweiss	PROPN
easat-3884	350	18	applied	apply	VERB
easat-3884	350	19	science	science	NOUN
easat-3884	350	20	and	and	CCONJ
easat-3884	350	21	technology	technology	NOUN
easat-3884	350	22	issn	issn	PROPN
easat-3884	350	23	:	:	PUNCT
easat-3884	350	24	2576	2576	NUM
easat-3884	350	25	-	-	SYM
easat-3884	350	26	8484	8484	NUM
easat-3884	350	27	vol	vol	NOUN
easat-3884	350	28	.	.	PROPN
easat-3884	350	29	8	8	NUM
easat-3884	350	30	,	,	PUNCT
easat-3884	350	31	no	no	INTJ
easat-3884	350	32	.	.	NOUN
easat-3884	350	33	6	6	NUM
easat-3884	350	34	:	:	SYM
easat-3884	350	35	8873	8873	NUM
easat-3884	350	36	-	-	SYM
easat-3884	350	37	8891	8891	NUM
easat-3884	350	38	,	,	PUNCT
easat-3884	350	39	2024	2024	NUM
easat-3884	350	40	doi	doi	NOUN
easat-3884	350	41	:	:	PUNCT
easat-3884	350	42	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	350	43	©	©	PROPN
easat-3884	350	44	2024	2024	NUM
easat-3884	350	45	by	by	ADP
easat-3884	350	46	the	the	DET
easat-3884	350	47	authors	author	NOUN
easat-3884	350	48	;	;	PUNCT
easat-3884	350	49	licensee	licensee	PROPN
easat-3884	350	50	learning	learn	VERB
easat-3884	350	51	gate	gate	PROPN
easat-3884	350	52	figure	figure	NOUN
easat-3884	350	53	10	10	NUM
easat-3884	350	54	:	:	PUNCT
easat-3884	350	55	using	use	VERB
easat-3884	350	56	vietnamese	vietnamese	ADJ
easat-3884	350	57	bci	bci	PROPN
easat-3884	350	58	speller	speller	NOUN
easat-3884	350	59	.	.	PROPN
easat-3884	351	1	6	6	NUM
easat-3884	351	2	.	.	X
easat-3884	351	3	conclusions	conclusion	NOUN
easat-3884	351	4	in	in	ADP
easat-3884	351	5	summary	summary	NOUN
easat-3884	351	6	,	,	PUNCT
easat-3884	351	7	we	we	PRON
easat-3884	351	8	evaluated	evaluate	VERB
easat-3884	351	9	several	several	ADJ
easat-3884	351	10	state	state	NOUN
easat-3884	351	11	-	-	PUNCT
easat-3884	351	12	of	of	ADP
easat-3884	351	13	-	-	PUNCT
easat-3884	351	14	the	the	DET
easat-3884	351	15	-	-	PUNCT
easat-3884	351	16	art	art	NOUN
easat-3884	351	17	deep	deep	ADJ
easat-3884	351	18	learning	learn	VERB
easat-3884	351	19	classification	classification	NOUN
easat-3884	351	20	models	model	NOUN
easat-3884	351	21	on	on	ADP
easat-3884	351	22	the	the	DET
easat-3884	351	23	bci	bci	PROPN
easat-3884	351	24	competition	competition	NOUN
easat-3884	351	25	iv-2a	iv-2a	NOUN
easat-3884	351	26	dataset	dataset	NOUN
easat-3884	351	27	.	.	PUNCT
easat-3884	352	1	the	the	DET
easat-3884	352	2	atcnet	atcnet	ADJ
easat-3884	352	3	model	model	NOUN
easat-3884	352	4	demonstrated	demonstrate	VERB
easat-3884	352	5	the	the	DET
easat-3884	352	6	highest	high	ADJ
easat-3884	352	7	performance	performance	NOUN
easat-3884	352	8	,	,	PUNCT
easat-3884	352	9	achieving	achieve	VERB
easat-3884	352	10	excellent	excellent	ADJ
easat-3884	352	11	accuracy	accuracy	NOUN
easat-3884	352	12	and	and	CCONJ
easat-3884	352	13	k	k	NOUN
easat-3884	352	14	-	-	NOUN
easat-3884	352	15	score	score	NOUN
easat-3884	352	16	.	.	PUNCT
easat-3884	353	1	however	however	ADV
easat-3884	353	2	,	,	PUNCT
easat-3884	353	3	the	the	DET
easat-3884	353	4	classification	classification	NOUN
easat-3884	353	5	of	of	ADP
easat-3884	353	6	mi	mi	PROPN
easat-3884	353	7	signals	signal	NOUN
easat-3884	353	8	yielded	yield	VERB
easat-3884	353	9	better	well	ADJ
easat-3884	353	10	results	result	NOUN
easat-3884	353	11	on	on	ADP
easat-3884	353	12	both	both	CCONJ
easat-3884	353	13	the	the	DET
easat-3884	353	14	bci	bci	PROPN
easat-3884	353	15	competition	competition	NOUN
easat-3884	353	16	iv-2a	iv-2a	NOUN
easat-3884	353	17	dataset	dataset	NOUN
easat-3884	353	18	and	and	CCONJ
easat-3884	353	19	our	our	PRON
easat-3884	353	20	vkist	vkist	NOUN
easat-3884	353	21	dataset	dataset	VERB
easat-3884	353	22	.	.	PUNCT
easat-3884	354	1	to	to	PART
easat-3884	354	2	enhance	enhance	VERB
easat-3884	354	3	our	our	PRON
easat-3884	354	4	vietnamese	vietnamese	ADJ
easat-3884	354	5	bci	bci	PROPN
easat-3884	354	6	speller	speller	NOUN
easat-3884	354	7	,	,	PUNCT
easat-3884	354	8	we	we	PRON
easat-3884	354	9	developed	develop	VERB
easat-3884	354	10	a	a	DET
easat-3884	354	11	module	module	NOUN
easat-3884	354	12	specifically	specifically	ADV
easat-3884	354	13	for	for	ADP
easat-3884	354	14	classifying	classify	VERB
easat-3884	354	15	mi	mi	NOUN
easat-3884	354	16	signals	signal	NOUN
easat-3884	354	17	.	.	PUNCT
easat-3884	355	1	initial	initial	ADJ
easat-3884	355	2	testing	testing	NOUN
easat-3884	355	3	of	of	ADP
easat-3884	355	4	the	the	DET
easat-3884	355	5	vietnamese	vietnamese	ADJ
easat-3884	355	6	bci	bci	PROPN
easat-3884	355	7	speller	speller	NOUN
easat-3884	355	8	indicates	indicate	VERB
easat-3884	355	9	that	that	SCONJ
easat-3884	355	10	the	the	DET
easat-3884	355	11	system	system	NOUN
easat-3884	355	12	offers	offer	VERB
easat-3884	355	13	sufficient	sufficient	ADJ
easat-3884	355	14	accuracy	accuracy	NOUN
easat-3884	355	15	and	and	CCONJ
easat-3884	355	16	speed	speed	NOUN
easat-3884	355	17	.	.	PUNCT
easat-3884	356	1	the	the	DET
easat-3884	356	2	interface	interface	NOUN
easat-3884	356	3	supports	support	VERB
easat-3884	356	4	drafting	draft	VERB
easat-3884	356	5	vietnamese	vietnamese	ADJ
easat-3884	356	6	text	text	NOUN
easat-3884	356	7	,	,	PUNCT
easat-3884	356	8	accommodating	accommodate	VERB
easat-3884	356	9	all	all	DET
easat-3884	356	10	characters	character	NOUN
easat-3884	356	11	and	and	CCONJ
easat-3884	356	12	diacriticsan	diacriticsan	ADJ
easat-3884	356	13	essential	essential	ADJ
easat-3884	356	14	feature	feature	NOUN
easat-3884	356	15	given	give	VERB
easat-3884	356	16	the	the	DET
easat-3884	356	17	complexity	complexity	NOUN
easat-3884	356	18	of	of	ADP
easat-3884	356	19	the	the	DET
easat-3884	356	20	language	language	NOUN
easat-3884	356	21	.	.	PUNCT
easat-3884	357	1	additionally	additionally	ADV
easat-3884	357	2	,	,	PUNCT
easat-3884	357	3	we	we	PRON
easat-3884	357	4	implemented	implement	VERB
easat-3884	357	5	a	a	DET
easat-3884	357	6	suggestion	suggestion	NOUN
easat-3884	357	7	system	system	NOUN
easat-3884	357	8	based	base	VERB
easat-3884	357	9	on	on	ADP
easat-3884	357	10	a	a	DET
easat-3884	357	11	language	language	NOUN
easat-3884	357	12	model	model	NOUN
easat-3884	357	13	,	,	PUNCT
easat-3884	357	14	which	which	PRON
easat-3884	357	15	significantly	significantly	ADV
easat-3884	357	16	improves	improve	VERB
easat-3884	357	17	typing	type	VERB
easat-3884	357	18	speed	speed	NOUN
easat-3884	357	19	by	by	ADP
easat-3884	357	20	generating	generate	VERB
easat-3884	357	21	relevant	relevant	ADJ
easat-3884	357	22	suggestions	suggestion	NOUN
easat-3884	357	23	based	base	VERB
easat-3884	357	24	on	on	ADP
easat-3884	357	25	the	the	DET
easat-3884	357	26	context	context	NOUN
easat-3884	357	27	of	of	ADP
easat-3884	357	28	communication	communication	NOUN
easat-3884	357	29	.	.	PUNCT
easat-3884	358	1	copyright	copyright	NOUN
easat-3884	358	2	:	:	PUNCT
easat-3884	358	3	©	©	PROPN
easat-3884	358	4	2024	2024	NUM
easat-3884	358	5	by	by	ADP
easat-3884	358	6	the	the	DET
easat-3884	358	7	authors	author	NOUN
easat-3884	358	8	.	.	PUNCT
easat-3884	359	1	this	this	DET
easat-3884	359	2	article	article	NOUN
easat-3884	359	3	is	be	AUX
easat-3884	359	4	an	an	DET
easat-3884	359	5	open	open	ADJ
easat-3884	359	6	access	access	NOUN
easat-3884	359	7	article	article	NOUN
easat-3884	359	8	distributed	distribute	VERB
easat-3884	359	9	under	under	ADP
easat-3884	359	10	the	the	DET
easat-3884	359	11	terms	term	NOUN
easat-3884	359	12	and	and	CCONJ
easat-3884	359	13	conditions	condition	NOUN
easat-3884	359	14	of	of	ADP
easat-3884	359	15	the	the	DET
easat-3884	359	16	creative	creative	ADJ
easat-3884	359	17	commons	common	NOUN
easat-3884	359	18	attribution	attribution	NOUN
easat-3884	359	19	(	(	PUNCT
easat-3884	359	20	cc	cc	NOUN
easat-3884	359	21	by	by	ADP
easat-3884	359	22	)	)	PUNCT
easat-3884	359	23	license	license	NOUN
easat-3884	359	24	(	(	PUNCT
easat-3884	359	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3884	359	26	)	)	PUNCT
easat-3884	359	27	.	.	PUNCT
easat-3884	360	1	references	reference	NOUN
easat-3884	360	2	[	[	X
easat-3884	360	3	1	1	X
easat-3884	360	4	]	]	PUNCT
easat-3884	360	5	s.	s.	PROPN
easat-3884	360	6	selim	selim	PROPN
easat-3884	360	7	,	,	PUNCT
easat-3884	360	8	m.	m.	PROPN
easat-3884	360	9	m.	m.	PROPN
easat-3884	360	10	tantawi	tantawi	PROPN
easat-3884	360	11	,	,	PUNCT
easat-3884	360	12	h.	h.	PROPN
easat-3884	360	13	a.	a.	NOUN
easat-3884	360	14	shedeed	shedeed	PROPN
easat-3884	360	15	and	and	CCONJ
easat-3884	360	16	a.	a.	PROPN
easat-3884	360	17	badr	badr	PROPN
easat-3884	360	18	,	,	PUNCT
easat-3884	360	19	"	"	PUNCT
easat-3884	360	20	a	a	DET
easat-3884	360	21	csp\am	csp\am	VERB
easat-3884	360	22	-	-	PUNCT
easat-3884	360	23	ba	ba	NOUN
easat-3884	360	24	-	-	PUNCT
easat-3884	360	25	svm	svm	ADJ
easat-3884	360	26	approach	approach	NOUN
easat-3884	360	27	for	for	ADP
easat-3884	360	28	motor	motor	NOUN
easat-3884	360	29	imagery	imagery	NOUN
easat-3884	360	30	bci	bci	NOUN
easat-3884	360	31	system	system	NOUN
easat-3884	360	32	,	,	PUNCT
easat-3884	360	33	"	"	PUNCT
easat-3884	360	34	in	in	ADP
easat-3884	360	35	ieee	ieee	NOUN
easat-3884	360	36	access	access	NOUN
easat-3884	360	37	,	,	PUNCT
easat-3884	360	38	vol	vol	NOUN
easat-3884	360	39	.	.	PROPN
easat-3884	360	40	6	6	NUM
easat-3884	360	41	,	,	PUNCT
easat-3884	360	42	pp	pp	ADJ
easat-3884	360	43	.	.	PUNCT
easat-3884	361	1	49192	49192	NUM
easat-3884	361	2	-	-	SYM
easat-3884	361	3	49208	49208	NUM
easat-3884	361	4	,	,	PUNCT
easat-3884	361	5	2018	2018	NUM
easat-3884	361	6	,	,	PUNCT
easat-3884	361	7	doi	doi	NOUN
easat-3884	361	8	:	:	PUNCT
easat-3884	361	9	10.1109	10.1109	NUM
easat-3884	361	10	/	/	SYM
easat-3884	361	11	access.2018.2868178	access.2018.2868178	NOUN
easat-3884	361	12	.	.	PUNCT
easat-3884	362	1	[	[	X
easat-3884	362	2	2	2	NUM
easat-3884	362	3	]	]	X
easat-3884	362	4	n.	n.	PROPN
easat-3884	362	5	e.	e.	PROPN
easat-3884	362	6	md	md	PROPN
easat-3884	362	7	isa	isa	PROPN
easat-3884	362	8	,	,	PUNCT
easat-3884	362	9	a.	a.	NOUN
easat-3884	362	10	amir	amir	PROPN
easat-3884	362	11	,	,	PUNCT
easat-3884	362	12	m.	m.	PROPN
easat-3884	362	13	z.	z.	PROPN
easat-3884	362	14	ilyas	ilyas	PROPN
easat-3884	362	15	,	,	PUNCT
easat-3884	362	16	m.	m.	PROPN
easat-3884	362	17	s.	s.	PROPN
easat-3884	362	18	razalli	razalli	PROPN
easat-3884	362	19	.	.	PUNCT
easat-3884	363	1	motor	motor	NOUN
easat-3884	363	2	imagery	imagery	NOUN
easat-3884	363	3	classification	classification	NOUN
easat-3884	363	4	in	in	ADP
easat-3884	363	5	brain	brain	NOUN
easat-3884	363	6	computer	computer	NOUN
easat-3884	363	7	interface	interface	NOUN
easat-3884	363	8	(	(	PUNCT
easat-3884	363	9	bci	bci	PROPN
easat-3884	363	10	)	)	PUNCT
easat-3884	363	11	based	base	VERB
easat-3884	363	12	on	on	ADP
easat-3884	363	13	eeg	eeg	PROPN
easat-3884	363	14	signal	signal	NOUN
easat-3884	363	15	by	by	ADP
easat-3884	363	16	using	use	VERB
easat-3884	363	17	machine	machine	NOUN
easat-3884	363	18	learning	learning	NOUN
easat-3884	363	19	technique	technique	NOUN
easat-3884	363	20	.	.	PUNCT
easat-3884	364	1	bulletin	bulletin	NOUN
easat-3884	364	2	of	of	ADP
easat-3884	364	3	electrical	electrical	ADJ
easat-3884	364	4	engineering	engineering	NOUN
easat-3884	364	5	and	and	CCONJ
easat-3884	364	6	informaticsvol.8	informaticsvol.8	NOUN
easat-3884	364	7	,	,	PUNCT
easat-3884	364	8	no.1	no.1	NUM
easat-3884	364	9	,	,	PUNCT
easat-3884	364	10	march	march	PROPN
easat-3884	364	11	2019	2019	NUM
easat-3884	364	12	,	,	PUNCT
easat-3884	364	13	pp	pp	ADV
easat-3884	364	14	.	.	PUNCT
easat-3884	365	1	269~275issn	269~275issn	NUM
easat-3884	365	2	:	:	PUNCT
easat-3884	365	3	2302	2302	NUM
easat-3884	365	4	-	-	SYM
easat-3884	365	5	9285	9285	NUM
easat-3884	365	6	,	,	PUNCT
easat-3884	365	7	doi	doi	NOUN
easat-3884	365	8	:	:	PUNCT
easat-3884	365	9	10.11591	10.11591	NUM
easat-3884	365	10	/	/	SYM
easat-3884	365	11	eei.v8i1.1402269journal	eei.v8i1.1402269journal	ADJ
easat-3884	365	12	homepage	homepage	NOUN
easat-3884	365	13	:	:	PUNCT
easat-3884	365	14	http://beei.org/index.php/eei	http://beei.org/index.php/eei	PROPN
easat-3884	365	15	[	[	X
easat-3884	365	16	3	3	NUM
easat-3884	365	17	]	]	X
easat-3884	365	18	aggarwal	aggarwal	NOUN
easat-3884	365	19	,	,	PUNCT
easat-3884	365	20	s.	s.	PROPN
easat-3884	365	21	,	,	PUNCT
easat-3884	365	22	chugh	chugh	NOUN
easat-3884	365	23	,	,	PUNCT
easat-3884	365	24	n.	n.	PROPN
easat-3884	365	25	review	review	NOUN
easat-3884	365	26	of	of	ADP
easat-3884	365	27	machine	machine	NOUN
easat-3884	365	28	learning	learn	VERB
easat-3884	365	29	techniques	technique	NOUN
easat-3884	365	30	for	for	ADP
easat-3884	365	31	eeg	eeg	NOUN
easat-3884	365	32	based	base	VERB
easat-3884	365	33	brain	brain	NOUN
easat-3884	365	34	computer	computer	NOUN
easat-3884	365	35	interface	interface	NOUN
easat-3884	365	36	.	.	PUNCT
easat-3884	366	1	arch	arch	ADJ
easat-3884	366	2	computat	computat	PROPN
easat-3884	366	3	methods	method	NOUN
easat-3884	366	4	eng	eng	PROPN
easat-3884	366	5	29	29	NUM
easat-3884	366	6	,	,	PUNCT
easat-3884	366	7	3001–3020	3001–3020	NUM
easat-3884	366	8	(	(	PUNCT
easat-3884	366	9	2022	2022	NUM
easat-3884	366	10	)	)	PUNCT
easat-3884	366	11	.	.	PUNCT
easat-3884	367	1	https://doi.org/10.1007/s11831-021-09684-6	https://doi.org/10.1007/s11831-021-09684-6	NOUN
easat-3884	367	2	.	.	PUNCT
easat-3884	368	1	[	[	X
easat-3884	368	2	4	4	X
easat-3884	368	3	]	]	SYM
easat-3884	368	4	vavoulis	vavouli	NOUN
easat-3884	368	5	,	,	PUNCT
easat-3884	368	6	athanasios	athanasios	PROPN
easat-3884	368	7	&	&	CCONJ
easat-3884	368	8	figueiredo	figueiredo	PROPN
easat-3884	368	9	,	,	PUNCT
easat-3884	368	10	patrícia	patrícia	PROPN
easat-3884	368	11	&	&	CCONJ
easat-3884	368	12	vourvopoulos	vourvopoulo	NOUN
easat-3884	368	13	,	,	PUNCT
easat-3884	368	14	athanasios	athanasio	NOUN
easat-3884	368	15	.	.	PUNCT
easat-3884	369	1	(	(	PUNCT
easat-3884	369	2	2023	2023	NUM
easat-3884	369	3	)	)	PUNCT
easat-3884	369	4	.	.	PUNCT
easat-3884	370	1	a	a	DET
easat-3884	370	2	review	review	NOUN
easat-3884	370	3	of	of	ADP
easat-3884	370	4	online	online	ADJ
easat-3884	370	5	classification	classification	NOUN
easat-3884	370	6	performance	performance	NOUN
easat-3884	370	7	in	in	ADP
easat-3884	370	8	motor	motor	NOUN
easat-3884	370	9	imagery	imagery	NOUN
easat-3884	370	10	-	-	PUNCT
easat-3884	370	11	based	base	VERB
easat-3884	370	12	brain	brain	NOUN
easat-3884	370	13	-	-	PUNCT
easat-3884	370	14	computer	computer	NOUN
easat-3884	370	15	interfaces	interface	NOUN
easat-3884	370	16	for	for	ADP
easat-3884	370	17	stroke	stroke	NOUN
easat-3884	370	18	neurorehabilitation	neurorehabilitation	NOUN
easat-3884	370	19	.	.	PUNCT
easat-3884	371	1	signals	signal	NOUN
easat-3884	371	2	.	.	PUNCT
easat-3884	372	1	4	4	NUM
easat-3884	372	2	.	.	X
easat-3884	372	3	10.3390	10.3390	NUM
easat-3884	372	4	/	/	SYM
easat-3884	372	5	signals4010004	signals4010004	PROPN
easat-3884	372	6	.	.	PUNCT
easat-3884	373	1	[	[	X
easat-3884	373	2	5	5	X
easat-3884	373	3	]	]	PUNCT
easat-3884	373	4	k.	k.	PROPN
easat-3884	373	5	das	das	PROPN
easat-3884	373	6	and	and	CCONJ
easat-3884	373	7	r.	r.	PROPN
easat-3884	373	8	b.	b.	PROPN
easat-3884	373	9	pachori	pachori	PROPN
easat-3884	373	10	,	,	PUNCT
easat-3884	373	11	"	"	PUNCT
easat-3884	373	12	electroencephalogram	electroencephalogram	NOUN
easat-3884	373	13	-	-	PUNCT
easat-3884	373	14	based	base	VERB
easat-3884	373	15	motor	motor	NOUN
easat-3884	373	16	imagery	imagery	NOUN
easat-3884	373	17	brain	brain	NOUN
easat-3884	373	18	–	–	PUNCT
easat-3884	373	19	computer	computer	NOUN
easat-3884	373	20	interface	interface	NOUN
easat-3884	373	21	using	use	VERB
easat-3884	373	22	multivariate	multivariate	NOUN
easat-3884	373	23	iterative	iterative	NOUN
easat-3884	373	24	filtering	filtering	NOUN
easat-3884	373	25	and	and	CCONJ
easat-3884	373	26	spatial	spatial	ADJ
easat-3884	373	27	filtering	filtering	NOUN
easat-3884	373	28	,	,	PUNCT
easat-3884	373	29	"	"	PUNCT
easat-3884	373	30	in	in	ADP
easat-3884	373	31	ieee	ieee	NOUN
easat-3884	373	32	transactions	transaction	NOUN
easat-3884	373	33	on	on	ADP
easat-3884	373	34	cognitive	cognitive	ADJ
easat-3884	373	35	and	and	CCONJ
easat-3884	373	36	developmental	developmental	ADJ
easat-3884	373	37	systems	system	NOUN
easat-3884	373	38	,	,	PUNCT
easat-3884	373	39	vol	vol	NOUN
easat-3884	373	40	.	.	PROPN
easat-3884	373	41	15	15	NUM
easat-3884	373	42	,	,	PUNCT
easat-3884	373	43	no	no	INTJ
easat-3884	373	44	.	.	NOUN
easat-3884	373	45	3	3	NUM
easat-3884	373	46	,	,	PUNCT
easat-3884	373	47	pp	pp	ADJ
easat-3884	373	48	.	.	PUNCT
easat-3884	373	49	1408	1408	NUM
easat-3884	373	50	-	-	SYM
easat-3884	373	51	1418	1418	NUM
easat-3884	373	52	,	,	PUNCT
easat-3884	373	53	sept	sept	PROPN
easat-3884	373	54	.	.	PROPN
easat-3884	373	55	2023	2023	NUM
easat-3884	373	56	,	,	PUNCT
easat-3884	373	57	doi	doi	NOUN
easat-3884	373	58	:	:	PUNCT
easat-3884	373	59	10.1109	10.1109	NUM
easat-3884	373	60	/	/	SYM
easat-3884	373	61	tcds.2022.3214081	tcds.2022.3214081	PROPN
easat-3884	373	62	.	.	PUNCT
easat-3884	374	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3884	374	2	8891	8891	NUM
easat-3884	374	3	edelweiss	edelweiss	PROPN
easat-3884	374	4	applied	apply	VERB
easat-3884	374	5	science	science	NOUN
easat-3884	374	6	and	and	CCONJ
easat-3884	374	7	technology	technology	NOUN
easat-3884	374	8	issn	issn	PROPN
easat-3884	374	9	:	:	PUNCT
easat-3884	374	10	2576	2576	NUM
easat-3884	374	11	-	-	SYM
easat-3884	374	12	8484	8484	NUM
easat-3884	374	13	vol	vol	NOUN
easat-3884	374	14	.	.	PROPN
easat-3884	374	15	8	8	NUM
easat-3884	374	16	,	,	PUNCT
easat-3884	374	17	no	no	INTJ
easat-3884	374	18	.	.	NOUN
easat-3884	375	1	6	6	NUM
easat-3884	375	2	:	:	SYM
easat-3884	375	3	8873	8873	NUM
easat-3884	375	4	-	-	SYM
easat-3884	375	5	8891	8891	NUM
easat-3884	375	6	,	,	PUNCT
easat-3884	375	7	2024	2024	NUM
easat-3884	375	8	doi	doi	NOUN
easat-3884	375	9	:	:	PUNCT
easat-3884	375	10	10.55214/25768484.v8i6.3884	10.55214/25768484.v8i6.3884	NUM
easat-3884	375	11	©	©	PROPN
easat-3884	375	12	2024	2024	NUM
easat-3884	375	13	by	by	ADP
easat-3884	375	14	the	the	DET
easat-3884	375	15	authors	author	NOUN
easat-3884	375	16	;	;	PUNCT
easat-3884	375	17	licensee	licensee	PROPN
easat-3884	375	18	learning	learning	NOUN
easat-3884	375	19	gate	gate	NOUN
easat-3884	376	1	[	[	X
easat-3884	376	2	6	6	NUM
easat-3884	376	3	]	]	PUNCT
easat-3884	376	4	mahbod	mahbod	PROPN
easat-3884	376	5	nouri	nouri	PROPN
easat-3884	376	6	,	,	PUNCT
easat-3884	376	7	faraz	faraz	PROPN
easat-3884	376	8	moradi	moradi	PROPN
easat-3884	376	9	,	,	PUNCT
easat-3884	376	10	hafez	hafez	PROPN
easat-3884	376	11	ghaemi	ghaemi	PROPN
easat-3884	376	12	,	,	PUNCT
easat-3884	376	13	ali	ali	PROPN
easat-3884	376	14	motie	motie	PROPN
easat-3884	376	15	nasrabadi	nasrabadi	PROPN
easat-3884	376	16	.	.	PUNCT
easat-3884	377	1	towards	towards	ADP
easat-3884	377	2	real	real	ADJ
easat-3884	377	3	-	-	PUNCT
easat-3884	377	4	world	world	NOUN
easat-3884	377	5	bci	bci	PROPN
easat-3884	377	6	:	:	PUNCT
easat-3884	377	7	ccspnet	ccspnet	NOUN
easat-3884	377	8	,	,	PUNCT
easat-3884	377	9	a	a	DET
easat-3884	377	10	compact	compact	ADJ
easat-3884	377	11	subject	subject	ADJ
easat-3884	377	12	-	-	PUNCT
easat-3884	377	13	independent	independent	ADJ
easat-3884	377	14	motor	motor	NOUN
easat-3884	377	15	imagery	imagery	NOUN
easat-3884	377	16	framework	framework	NOUN
easat-3884	377	17	.	.	PUNCT
easat-3884	378	1	digital	digital	ADJ
easat-3884	378	2	signal	signal	PROPN
easat-3884	378	3	processing	processing	NOUN
easat-3884	378	4	,	,	PUNCT
easat-3884	378	5	volume	volume	NOUN
easat-3884	378	6	133	133	NUM
easat-3884	378	7	,	,	PUNCT
easat-3884	378	8	2023	2023	NUM
easat-3884	378	9	,	,	PUNCT
easat-3884	378	10	103816	103816	NUM
easat-3884	378	11	,	,	PUNCT
easat-3884	378	12	issn	issn	PROPN
easat-3884	378	13	10512004	10512004	NUM
easat-3884	378	14	,	,	PUNCT
easat-3884	378	15	https://doi.org/10.1016/j.dsp.2022.103816	https://doi.org/10.1016/j.dsp.2022.103816	PROPN
easat-3884	378	16	.	.	PUNCT
easat-3884	379	1	(	(	PUNCT
easat-3884	379	2	https://www.sciencedirect.com/science/article/pii/s105120042200433x	https://www.sciencedirect.com/science/article/pii/s105120042200433x	X
easat-3884	379	3	)	)	PUNCT
easat-3884	380	1	[	[	X
easat-3884	380	2	7	7	NUM
easat-3884	380	3	]	]	X
easat-3884	380	4	kawala	kawala	NOUN
easat-3884	380	5	-	-	PUNCT
easat-3884	380	6	sterniuk	sterniuk	NOUN
easat-3884	380	7	,	,	PUNCT
easat-3884	380	8	aleksandra	aleksandra	PROPN
easat-3884	380	9	&	&	CCONJ
easat-3884	380	10	browarska	browarska	PROPN
easat-3884	380	11	,	,	PUNCT
easat-3884	380	12	natalia	natalia	PROPN
easat-3884	380	13	&	&	CCONJ
easat-3884	380	14	al	al	PROPN
easat-3884	380	15	-	-	PUNCT
easat-3884	380	16	bakri	bakri	PROPN
easat-3884	380	17	,	,	PUNCT
easat-3884	380	18	amir	amir	X
easat-3884	380	19	.	.	PUNCT
easat-3884	380	20	(	(	PUNCT
easat-3884	380	21	2021	2021	NUM
easat-3884	380	22	)	)	PUNCT
easat-3884	380	23	.	.	PUNCT
easat-3884	381	1	summary	summary	NOUN
easat-3884	381	2	of	of	ADP
easat-3884	381	3	over	over	ADP
easat-3884	381	4	fifty	fifty	NUM
easat-3884	381	5	years	year	NOUN
easat-3884	381	6	with	with	ADP
easat-3884	381	7	brain	brain	NOUN
easat-3884	381	8	-	-	PUNCT
easat-3884	381	9	computer	computer	NOUN
easat-3884	381	10	interfaces	interface	NOUN
easat-3884	381	11	—	—	PUNCT
easat-3884	381	12	a	a	DET
easat-3884	381	13	review	review	NOUN
easat-3884	381	14	.	.	PUNCT
easat-3884	382	1	brain	brain	NOUN
easat-3884	382	2	sciences	sciences	PROPN
easat-3884	382	3	.	.	PUNCT
easat-3884	383	1	11	11	NUM
easat-3884	383	2	.	.	X
easat-3884	383	3	10.3390	10.3390	NUM
easat-3884	383	4	/	/	SYM
easat-3884	383	5	brainsci11010043	brainsci11010043	NOUN
easat-3884	383	6	.	.	PUNCT
easat-3884	384	1	[	[	X
easat-3884	384	2	8	8	NUM
easat-3884	384	3	]	]	SYM
easat-3884	384	4	mulder	mulder	NOUN
easat-3884	384	5	,	,	PUNCT
easat-3884	384	6	th	th	X
easat-3884	384	7	.	.	PUNCT
easat-3884	384	8	"	"	PUNCT
easat-3884	384	9	motor	motor	NOUN
easat-3884	384	10	imagery	imagery	NOUN
easat-3884	384	11	and	and	CCONJ
easat-3884	384	12	action	action	NOUN
easat-3884	384	13	observation	observation	NOUN
easat-3884	384	14	:	:	PUNCT
easat-3884	384	15	cognitive	cognitive	ADJ
easat-3884	384	16	tools	tool	NOUN
easat-3884	384	17	for	for	ADP
easat-3884	384	18	rehabilitation	rehabilitation	NOUN
easat-3884	384	19	.	.	PUNCT
easat-3884	384	20	"	"	PUNCT
easat-3884	385	1	journal	journal	NOUN
easat-3884	385	2	of	of	ADP
easat-3884	385	3	neural	neural	ADJ
easat-3884	385	4	transmission	transmission	NOUN
easat-3884	385	5	114	114	NUM
easat-3884	385	6	(	(	PUNCT
easat-3884	385	7	2007	2007	NUM
easat-3884	385	8	):	):	PUNCT
easat-3884	385	9	1265	1265	NUM
easat-3884	385	10	-	-	SYM
easat-3884	385	11	1278	1278	NUM
easat-3884	385	12	.	.	PUNCT
easat-3884	386	1	doi:10.1007	doi:10.1007	VERB
easat-3884	386	2	/	/	SYM
easat-3884	386	3	s00702007	s00702007	NOUN
easat-3884	386	4	-	-	PUNCT
easat-3884	386	5	0763	0763	NUM
easat-3884	386	6	-	-	PUNCT
easat-3884	386	7	z	z	NOUN
easat-3884	387	1	[	[	X
easat-3884	387	2	9	9	NUM
easat-3884	387	3	]	]	SYM
easat-3884	387	4	pfurtscheller	pfurtscheller	NOUN
easat-3884	387	5	,	,	PUNCT
easat-3884	387	6	gert	gert	NOUN
easat-3884	387	7	,	,	PUNCT
easat-3884	387	8	and	and	CCONJ
easat-3884	387	9	christa	christa	PROPN
easat-3884	387	10	neuper	neuper	PROPN
easat-3884	387	11	.	.	PUNCT
easat-3884	388	1	"	"	PUNCT
easat-3884	388	2	motor	motor	NOUN
easat-3884	388	3	imagery	imagery	NOUN
easat-3884	388	4	activates	activate	VERB
easat-3884	388	5	primary	primary	ADJ
easat-3884	388	6	sensorimotor	sensorimotor	NOUN
easat-3884	388	7	area	area	NOUN
easat-3884	388	8	in	in	ADP
easat-3884	388	9	humans	human	NOUN
easat-3884	388	10	.	.	PUNCT
easat-3884	388	11	"	"	PUNCT
easat-3884	389	1	neuroscience	neuroscience	NOUN
easat-3884	389	2	letters	letter	VERB
easat-3884	389	3	239.2	239.2	NUM
easat-3884	389	4	-	-	SYM
easat-3884	389	5	3	3	NUM
easat-3884	389	6	(	(	PUNCT
easat-3884	389	7	1997	1997	NUM
easat-3884	389	8	):	):	PUNCT
easat-3884	389	9	65	65	NUM
easat-3884	389	10	-	-	SYM
easat-3884	389	11	68	68	NUM
easat-3884	389	12	.	.	PUNCT
easat-3884	390	1	doi:10.1016	doi:10.1016	PROPN
easat-3884	390	2	/	/	SYM
easat-3884	390	3	s0304	s0304	PROPN
easat-3884	390	4	-	-	PUNCT
easat-3884	390	5	3940(97)00889	3940(97)00889	NUM
easat-3884	390	6	-	-	SYM
easat-3884	390	7	6	6	NUM
easat-3884	390	8	[	[	SYM
easat-3884	390	9	10	10	NUM
easat-3884	390	10	]	]	X
easat-3884	390	11	pfurtscheller	pfurtscheller	NOUN
easat-3884	390	12	,	,	PUNCT
easat-3884	390	13	gert	gert	NOUN
easat-3884	390	14	,	,	PUNCT
easat-3884	390	15	and	and	CCONJ
easat-3884	390	16	christa	christa	PROPN
easat-3884	390	17	neuper	neuper	PROPN
easat-3884	390	18	.	.	PUNCT
easat-3884	391	1	"	"	PUNCT
easat-3884	391	2	motor	motor	NOUN
easat-3884	391	3	imagery	imagery	NOUN
easat-3884	391	4	and	and	CCONJ
easat-3884	391	5	direct	direct	ADJ
easat-3884	391	6	braincomputer	braincomputer	ADJ
easat-3884	391	7	communication	communication	NOUN
easat-3884	391	8	.	.	PUNCT
easat-3884	391	9	"	"	PUNCT
easat-3884	392	1	proceedings	proceeding	NOUN
easat-3884	392	2	of	of	ADP
easat-3884	392	3	the	the	DET
easat-3884	392	4	ieee	ieee	NOUN
easat-3884	392	5	89.7	89.7	NUM
easat-3884	392	6	(	(	PUNCT
easat-3884	392	7	2001	2001	NUM
easat-3884	392	8	):	):	PUNCT
easat-3884	392	9	1123	1123	NUM
easat-3884	392	10	-	-	SYM
easat-3884	392	11	1134.doi:10.1109/5.939829	1134.doi:10.1109/5.939829	NUM
easat-3884	392	12	[	[	PUNCT
easat-3884	392	13	11	11	NUM
easat-3884	392	14	]	]	PUNCT
easat-3884	392	15	pfurtscheller	pfurtscheller	NOUN
easat-3884	392	16	,	,	PUNCT
easat-3884	392	17	gert	gert	NOUN
easat-3884	392	18	,	,	PUNCT
easat-3884	392	19	et	et	PROPN
easat-3884	392	20	al	al	PROPN
easat-3884	392	21	.	.	PUNCT
easat-3884	393	1	"	"	PUNCT
easat-3884	393	2	mu	mu	PROPN
easat-3884	393	3	rhythm	rhythm	NOUN
easat-3884	393	4	(	(	PUNCT
easat-3884	393	5	de	de	NOUN
easat-3884	393	6	)	)	PUNCT
easat-3884	393	7	synchronization	synchronization	NOUN
easat-3884	393	8	and	and	CCONJ
easat-3884	393	9	eeg	eeg	PROPN
easat-3884	393	10	single	single	ADJ
easat-3884	393	11	-	-	PUNCT
easat-3884	393	12	trial	trial	NOUN
easat-3884	393	13	classification	classification	NOUN
easat-3884	393	14	of	of	ADP
easat-3884	393	15	different	different	ADJ
easat-3884	393	16	motor	motor	NOUN
easat-3884	393	17	imagery	imagery	NOUN
easat-3884	393	18	tasks	task	NOUN
easat-3884	393	19	.	.	PUNCT
easat-3884	393	20	"	"	PUNCT
easat-3884	394	1	neuroimage	neuroimage	NOUN
easat-3884	394	2	31.1	31.1	NUM
easat-3884	394	3	(	(	PUNCT
easat-3884	394	4	2006	2006	NUM
easat-3884	394	5	):	):	PUNCT
easat-3884	394	6	153	153	NUM
easat-3884	394	7	-	-	SYM
easat-3884	394	8	159	159	NUM
easat-3884	394	9	.	.	PUNCT
easat-3884	395	1	doi:10.1016	doi:10.1016	PROPN
easat-3884	395	2	/	/	SYM
easat-3884	395	3	j.neuroimage.2005.12.003	j.neuroimage.2005.12.003	PROPN
easat-3884	396	1	[	[	X
easat-3884	396	2	12	12	NUM
easat-3884	396	3	]	]	PUNCT
easat-3884	396	4	pfurtscheller	pfurtscheller	NOUN
easat-3884	396	5	,	,	PUNCT
easat-3884	396	6	gert	gert	NOUN
easat-3884	396	7	,	,	PUNCT
easat-3884	396	8	et	et	PROPN
easat-3884	396	9	al	al	PROPN
easat-3884	396	10	.	.	PUNCT
easat-3884	397	1	"	"	PUNCT
easat-3884	397	2	foot	foot	NOUN
easat-3884	397	3	and	and	CCONJ
easat-3884	397	4	hand	hand	NOUN
easat-3884	397	5	area	area	NOUN
easat-3884	397	6	mu	mu	NOUN
easat-3884	397	7	rhythms	rhythm	NOUN
easat-3884	397	8	.	.	PUNCT
easat-3884	397	9	"	"	PUNCT
easat-3884	398	1	international	international	ADJ
easat-3884	398	2	journal	journal	NOUN
easat-3884	398	3	of	of	ADP
easat-3884	398	4	psychophysiology	psychophysiology	NOUN
easat-3884	398	5	26.1	26.1	NUM
easat-3884	398	6	-	-	SYM
easat-3884	398	7	3	3	NUM
easat-3884	398	8	(	(	PUNCT
easat-3884	398	9	1997	1997	NUM
easat-3884	398	10	):	):	PUNCT
easat-3884	398	11	121	121	NUM
easat-3884	398	12	-	-	SYM
easat-3884	398	13	135	135	NUM
easat-3884	398	14	.	.	PUNCT
easat-3884	399	1	doi:10.1016	doi:10.1016	PROPN
easat-3884	399	2	/	/	SYM
easat-3884	399	3	s0167	s0167	PROPN
easat-3884	399	4	-	-	PUNCT
easat-3884	399	5	8760(97)00760	8760(97)00760	NUM
easat-3884	399	6	-	-	SYM
easat-3884	399	7	5	5	NUM
easat-3884	399	8	[	[	SYM
easat-3884	399	9	13	13	NUM
easat-3884	399	10	]	]	PUNCT
easat-3884	399	11	altaheri	altaheri	PROPN
easat-3884	399	12	,	,	PUNCT
easat-3884	399	13	hamdi	hamdi	PROPN
easat-3884	399	14	,	,	PUNCT
easat-3884	399	15	ghulam	ghulam	PROPN
easat-3884	399	16	muhammad	muhammad	PROPN
easat-3884	399	17	,	,	PUNCT
easat-3884	399	18	and	and	CCONJ
easat-3884	399	19	mansour	mansour	PROPN
easat-3884	399	20	alsulaiman	alsulaiman	PROPN
easat-3884	399	21	.	.	PUNCT
easat-3884	400	1	"	"	PUNCT
easat-3884	400	2	physics	physics	NOUN
easat-3884	400	3	-	-	PUNCT
easat-3884	400	4	informed	inform	VERB
easat-3884	400	5	attention	attention	NOUN
easat-3884	400	6	temporal	temporal	ADJ
easat-3884	400	7	convolutional	convolutional	ADJ
easat-3884	400	8	network	network	NOUN
easat-3884	400	9	for	for	ADP
easat-3884	400	10	eeg	eeg	NOUN
easat-3884	400	11	-	-	PUNCT
easat-3884	400	12	based	base	VERB
easat-3884	400	13	motor	motor	NOUN
easat-3884	400	14	imagery	imagery	NOUN
easat-3884	400	15	classification	classification	NOUN
easat-3884	400	16	.	.	PUNCT
easat-3884	400	17	"	"	PUNCT
easat-3884	401	1	ieee	ieee	NOUN
easat-3884	401	2	transactions	transaction	NOUN
easat-3884	401	3	on	on	ADP
easat-3884	401	4	industrial	industrial	ADJ
easat-3884	401	5	informatics	informatic	NOUN
easat-3884	401	6	19.2	19.2	NUM
easat-3884	401	7	(	(	PUNCT
easat-3884	401	8	2022	2022	NUM
easat-3884	401	9	):	):	PUNCT
easat-3884	401	10	22492258	22492258	NUM
easat-3884	401	11	.	.	PUNCT
easat-3884	402	1	doi:10.1109	doi:10.1109	VERB
easat-3884	402	2	/	/	SYM
easat-3884	402	3	tii.2022.3197419	tii.2022.3197419	PRON
easat-3884	403	1	[	[	X
easat-3884	403	2	14	14	NUM
easat-3884	403	3	]	]	PUNCT
easat-3884	403	4	brunner	brunner	NOUN
easat-3884	403	5	,	,	PUNCT
easat-3884	403	6	clemens	clemens	PROPN
easat-3884	403	7	,	,	PUNCT
easat-3884	403	8	et	et	PROPN
easat-3884	403	9	al	al	PROPN
easat-3884	403	10	.	.	PUNCT
easat-3884	404	1	"	"	PUNCT
easat-3884	404	2	bci	bci	ADJ
easat-3884	404	3	competition	competition	NOUN
easat-3884	404	4	2008	2008	NUM
easat-3884	404	5	–	–	PUNCT
easat-3884	404	6	graz	graz	PROPN
easat-3884	404	7	data	datum	NOUN
easat-3884	404	8	set	set	VERB
easat-3884	404	9	a.	a.	NOUN
easat-3884	404	10	"	"	PUNCT
easat-3884	404	11	institute	institute	NOUN
easat-3884	404	12	for	for	ADP
easat-3884	404	13	knowledge	knowledge	NOUN
easat-3884	404	14	discovery	discovery	PROPN
easat-3884	404	15	(	(	PUNCT
easat-3884	404	16	laboratory	laboratory	NOUN
easat-3884	404	17	of	of	ADP
easat-3884	404	18	brain	brain	NOUN
easat-3884	404	19	-	-	PUNCT
easat-3884	404	20	computer	computer	NOUN
easat-3884	404	21	interfaces	interface	NOUN
easat-3884	404	22	)	)	PUNCT
easat-3884	404	23	,	,	PUNCT
easat-3884	404	24	graz	graz	PROPN
easat-3884	404	25	university	university	PROPN
easat-3884	404	26	of	of	ADP
easat-3884	404	27	technology	technology	PROPN
easat-3884	404	28	16	16	NUM
easat-3884	404	29	(	(	PUNCT
easat-3884	404	30	2008	2008	NUM
easat-3884	404	31	):	):	PUNCT
easat-3884	404	32	1	1	NUM
easat-3884	404	33	-	-	SYM
easat-3884	404	34	6	6	NUM
easat-3884	404	35	.	.	PUNCT
easat-3884	405	1	[	[	X
easat-3884	405	2	15	15	NUM
easat-3884	405	3	]	]	X
easat-3884	405	4	ingolfsson	ingolfsson	NOUN
easat-3884	405	5	,	,	PUNCT
easat-3884	405	6	thorir	thorir	PROPN
easat-3884	405	7	mar	mar	PROPN
easat-3884	405	8	,	,	PUNCT
easat-3884	405	9	et	et	PROPN
easat-3884	405	10	al	al	PROPN
easat-3884	405	11	.	.	PUNCT
easat-3884	406	1	"	"	PUNCT
easat-3884	406	2	eeg	eeg	NOUN
easat-3884	406	3	-	-	PUNCT
easat-3884	406	4	tcnet	tcnet	NOUN
easat-3884	406	5	:	:	PUNCT
easat-3884	406	6	an	an	DET
easat-3884	406	7	accurate	accurate	ADJ
easat-3884	406	8	temporal	temporal	ADJ
easat-3884	406	9	convolutional	convolutional	ADJ
easat-3884	406	10	network	network	NOUN
easat-3884	406	11	for	for	ADP
easat-3884	406	12	embedded	embed	VERB
easat-3884	406	13	motorimagery	motorimagery	PROPN
easat-3884	406	14	brain	brain	PROPN
easat-3884	406	15	–	–	PUNCT
easat-3884	406	16	machine	machine	NOUN
easat-3884	406	17	interfaces	interface	NOUN
easat-3884	406	18	.	.	PUNCT
easat-3884	406	19	"	"	PUNCT
easat-3884	407	1	2020	2020	NUM
easat-3884	407	2	ieee	ieee	PROPN
easat-3884	407	3	international	international	ADJ
easat-3884	407	4	conference	conference	NOUN
easat-3884	407	5	on	on	ADP
easat-3884	407	6	systems	system	NOUN
easat-3884	407	7	,	,	PUNCT
easat-3884	407	8	man	man	NOUN
easat-3884	407	9	,	,	PUNCT
easat-3884	407	10	and	and	CCONJ
easat-3884	407	11	cybernetics	cybernetic	NOUN
easat-3884	407	12	(	(	PUNCT
easat-3884	407	13	smc	smc	PROPN
easat-3884	407	14	)	)	PUNCT
easat-3884	407	15	.	.	PUNCT
easat-3884	408	1	ieee	ieee	PROPN
easat-3884	408	2	,	,	PUNCT
easat-3884	408	3	2020.doi:10.1109	2020.doi:10.1109	NUM
easat-3884	408	4	/	/	SYM
easat-3884	408	5	smc42975.2020.9283028	smc42975.2020.9283028	NOUN
easat-3884	409	1	[	[	X
easat-3884	409	2	16	16	NUM
easat-3884	409	3	]	]	SYM
easat-3884	409	4	ramoser	ramoser	NOUN
easat-3884	409	5	,	,	PUNCT
easat-3884	409	6	herbert	herbert	PROPN
easat-3884	409	7	,	,	PUNCT
easat-3884	409	8	johannes	johannes	PROPN
easat-3884	409	9	muller	muller	PROPN
easat-3884	409	10	-	-	PUNCT
easat-3884	409	11	gerking	gerke	VERB
easat-3884	409	12	,	,	PUNCT
easat-3884	409	13	and	and	CCONJ
easat-3884	409	14	gert	gert	NOUN
easat-3884	409	15	pfurtscheller	pfurtscheller	NOUN
easat-3884	409	16	.	.	PUNCT
easat-3884	410	1	"	"	PUNCT
easat-3884	410	2	optimal	optimal	ADJ
easat-3884	410	3	spatial	spatial	ADJ
easat-3884	410	4	filtering	filtering	NOUN
easat-3884	410	5	of	of	ADP
easat-3884	410	6	single	single	ADJ
easat-3884	410	7	trial	trial	NOUN
easat-3884	410	8	eeg	eeg	NOUN
easat-3884	410	9	during	during	ADP
easat-3884	410	10	imagined	imagine	VERB
easat-3884	410	11	hand	hand	NOUN
easat-3884	410	12	movement	movement	NOUN
easat-3884	410	13	.	.	PUNCT
easat-3884	410	14	"	"	PUNCT
easat-3884	411	1	ieee	ieee	NOUN
easat-3884	411	2	transactions	transaction	NOUN
easat-3884	411	3	on	on	ADP
easat-3884	411	4	rehabilitation	rehabilitation	NOUN
easat-3884	411	5	engineering	engineering	NOUN
easat-3884	411	6	8.4	8.4	NUM
easat-3884	411	7	(	(	PUNCT
easat-3884	411	8	2000	2000	NUM
easat-3884	411	9	):	):	PUNCT
easat-3884	411	10	441	441	NUM
easat-3884	411	11	-	-	SYM
easat-3884	411	12	446	446	NUM
easat-3884	411	13	.	.	PUNCT
easat-3884	412	1	doi:10.1109/86.895946	doi:10.1109/86.895946	NOUN
easat-3884	412	2	.	.	PUNCT
easat-3884	413	1	[	[	X
easat-3884	413	2	17	17	NUM
easat-3884	413	3	]	]	X
easat-3884	413	4	(	(	PUNCT
easat-3884	413	5	online	online	ADJ
easat-3884	413	6	access	access	NOUN
easat-3884	413	7	:	:	PUNCT
easat-3884	413	8	november	november	PROPN
easat-3884	413	9	10th	10th	NUM
easat-3884	413	10	,	,	PUNCT
easat-3884	413	11	2024	2024	NUM
easat-3884	413	12	)	)	PUNCT
easat-3884	413	13	holtel	holtel	NOUN
easat-3884	413	14	,	,	PUNCT
easat-3884	413	15	frederik	frederik	PROPN
easat-3884	413	16	.	.	PUNCT
easat-3884	414	1	linear	linear	PROPN
easat-3884	414	2	discriminant	discriminant	ADJ
easat-3884	414	3	analysis	analysis	NOUN
easat-3884	414	4	(	(	PUNCT
easat-3884	414	5	lda	lda	PROPN
easat-3884	414	6	)	)	PUNCT
easat-3884	414	7	can	can	AUX
easat-3884	414	8	be	be	AUX
easat-3884	414	9	so	so	ADV
easat-3884	414	10	easy	easy	ADJ
easat-3884	414	11	.	.	PUNCT
easat-3884	415	1	medium	medium	NOUN
easat-3884	415	2	.	.	PUNCT
easat-3884	416	1	published	publish	VERB
easat-3884	416	2	in	in	ADP
easat-3884	416	3	towards	towards	ADP
easat-3884	416	4	data	data	NOUN
easat-3884	416	5	science	science	NOUN
easat-3884	416	6	.	.	PUNCT
easat-3884	417	1	link	link	NOUN
easat-3884	417	2	:	:	PUNCT
easat-3884	417	3	https://towardsdatascience.com/linear-discriminant-analysislda-can-be-so-easy-b3f46e32f982	https://towardsdatascience.com/linear-discriminant-analysislda-can-be-so-easy-b3f46e32f982	PROPN
easat-3884	417	4	.	.	NOUN
easat-3884	417	5	2023	2023	NUM
easat-3884	417	6	.	.	PUNCT
easat-3884	418	1	[	[	X
easat-3884	418	2	18	18	NUM
easat-3884	418	3	]	]	X
easat-3884	418	4	farwell	farwell	PROPN
easat-3884	418	5	,	,	PUNCT
easat-3884	418	6	l.a	l.a	PROPN
easat-3884	418	7	.	.	PROPN
easat-3884	418	8	,	,	PUNCT
easat-3884	418	9	and	and	CCONJ
easat-3884	418	10	e.	e.	PROPN
easat-3884	418	11	donchin	donchin	PROPN
easat-3884	418	12	.	.	PUNCT
easat-3884	419	1	“	"	PUNCT
easat-3884	419	2	talking	talk	VERB
easat-3884	419	3	off	off	ADP
easat-3884	419	4	the	the	DET
easat-3884	419	5	top	top	NOUN
easat-3884	419	6	of	of	ADP
easat-3884	419	7	your	your	PRON
easat-3884	419	8	head	head	NOUN
easat-3884	419	9	:	:	PUNCT
easat-3884	419	10	toward	toward	ADP
easat-3884	419	11	a	a	DET
easat-3884	419	12	mental	mental	ADJ
easat-3884	419	13	prosthesis	prosthesis	NOUN
easat-3884	419	14	utilizing	utilize	VERB
easat-3884	419	15	event	event	NOUN
easat-3884	419	16	-	-	PUNCT
easat-3884	419	17	related	relate	VERB
easat-3884	419	18	brain	brain	NOUN
easat-3884	419	19	potentials	potential	NOUN
easat-3884	419	20	.	.	PUNCT
easat-3884	419	21	”	"	PUNCT
easat-3884	420	1	electroencephalography	electroencephalography	NOUN
easat-3884	420	2	and	and	CCONJ
easat-3884	420	3	clinical	clinical	ADJ
easat-3884	420	4	neurophysiology	neurophysiology	NOUN
easat-3884	420	5	,	,	PUNCT
easat-3884	420	6	vol	vol	NOUN
easat-3884	420	7	.	.	PROPN
easat-3884	420	8	70	70	NUM
easat-3884	420	9	,	,	PUNCT
easat-3884	420	10	no	no	INTJ
easat-3884	420	11	.	.	NOUN
easat-3884	420	12	6	6	NUM
easat-3884	420	13	,	,	PUNCT
easat-3884	420	14	dec	dec	PROPN
easat-3884	420	15	.	.	PROPN
easat-3884	420	16	1988	1988	NUM
easat-3884	420	17	,	,	PUNCT
easat-3884	420	18	pp	pp	ADV
easat-3884	420	19	.	.	PUNCT
easat-3884	421	1	510–523	510–523	NUM
easat-3884	421	2	,	,	PUNCT
easat-3884	421	3	doi:10.1016/00134694(88)90149	doi:10.1016/00134694(88)90149	NOUN
easat-3884	421	4	-	-	PUNCT
easat-3884	421	5	6	6	NUM
easat-3884	421	6	[	[	SYM
easat-3884	421	7	19	19	NUM
easat-3884	421	8	]	]	SYM
easat-3884	421	9	volosyak	volosyak	NOUN
easat-3884	421	10	,	,	PUNCT
easat-3884	421	11	ivan	ivan	PROPN
easat-3884	421	12	,	,	PUNCT
easat-3884	421	13	et	et	PROPN
easat-3884	421	14	al	al	PROPN
easat-3884	421	15	.	.	PUNCT
easat-3884	422	1	“	"	PUNCT
easat-3884	422	2	evaluation	evaluation	NOUN
easat-3884	422	3	of	of	ADP
easat-3884	422	4	the	the	DET
easat-3884	422	5	bremen	bremen	PROPN
easat-3884	422	6	ssvep	ssvep	NOUN
easat-3884	422	7	based	base	VERB
easat-3884	422	8	bci	bci	PROPN
easat-3884	422	9	in	in	ADP
easat-3884	422	10	real	real	ADJ
easat-3884	422	11	world	world	NOUN
easat-3884	422	12	conditions	condition	NOUN
easat-3884	422	13	.	.	PUNCT
easat-3884	422	14	”	"	PUNCT
easat-3884	423	1	2009	2009	NUM
easat-3884	423	2	ieee	ieee	PROPN
easat-3884	423	3	international	international	ADJ
easat-3884	423	4	conference	conference	NOUN
easat-3884	423	5	on	on	ADP
easat-3884	423	6	rehabilitation	rehabilitation	NOUN
easat-3884	423	7	robotics	robotic	NOUN
easat-3884	423	8	,	,	PUNCT
easat-3884	423	9	june	june	PROPN
easat-3884	423	10	2009	2009	NUM
easat-3884	423	11	,	,	PUNCT
easat-3884	423	12	doi:10.1109	doi:10.1109	VERB
easat-3884	423	13	/	/	SYM
easat-3884	424	1	icorr.2009.5209543	icorr.2009.5209543	ADJ
easat-3884	424	2	[	[	X
easat-3884	424	3	20	20	NUM
easat-3884	424	4	]	]	X
easat-3884	424	5	blankertz	blankertz	PROPN
easat-3884	424	6	,	,	PUNCT
easat-3884	424	7	benjamin	benjamin	PROPN
easat-3884	424	8	,	,	PUNCT
easat-3884	424	9	et	et	PROPN
easat-3884	424	10	al	al	PROPN
easat-3884	424	11	.	.	PUNCT
easat-3884	425	1	“	"	PUNCT
easat-3884	425	2	a	a	DET
easat-3884	425	3	note	note	NOUN
easat-3884	425	4	on	on	ADP
easat-3884	425	5	brain	brain	NOUN
easat-3884	425	6	actuated	actuate	VERB
easat-3884	425	7	spelling	spelling	NOUN
easat-3884	425	8	with	with	ADP
easat-3884	425	9	the	the	DET
easat-3884	425	10	berlin	berlin	PROPN
easat-3884	425	11	brain	brain	NOUN
easat-3884	425	12	-	-	PUNCT
easat-3884	425	13	computer	computer	NOUN
easat-3884	425	14	interface	interface	NOUN
easat-3884	425	15	.	.	PUNCT
easat-3884	425	16	”	"	PUNCT
easat-3884	426	1	lecture	lecture	NOUN
easat-3884	426	2	notes	note	NOUN
easat-3884	426	3	in	in	ADP
easat-3884	426	4	computer	computer	NOUN
easat-3884	426	5	science	science	NOUN
easat-3884	426	6	,	,	PUNCT
easat-3884	426	7	2007	2007	NUM
easat-3884	426	8	,	,	PUNCT
easat-3884	426	9	pp	pp	ADJ
easat-3884	426	10	.	.	PUNCT
easat-3884	427	1	759–768	759–768	NUM
easat-3884	427	2	,	,	PUNCT
easat-3884	427	3	doi:10.1007/978	doi:10.1007/978	PROPN
easat-3884	427	4	-	-	PUNCT
easat-3884	427	5	3	3	NUM
easat-3884	427	6	-	-	PUNCT
easat-3884	427	7	540	540	NUM
easat-3884	427	8	-	-	PUNCT
easat-3884	427	9	73281	73281	NUM
easat-3884	427	10	-	-	SYM
easat-3884	427	11	583	583	NUM
easat-3884	427	12	[	[	X
easat-3884	427	13	21	21	NUM
easat-3884	427	14	]	]	PUNCT
easat-3884	427	15	aloise	aloise	PROPN
easat-3884	427	16	,	,	PUNCT
easat-3884	427	17	fabio	fabio	PROPN
easat-3884	427	18	,	,	PUNCT
easat-3884	427	19	et	et	PROPN
easat-3884	427	20	al	al	PROPN
easat-3884	427	21	.	.	PUNCT
easat-3884	428	1	“	"	PUNCT
easat-3884	428	2	a	a	DET
easat-3884	428	3	covert	covert	ADJ
easat-3884	428	4	attention	attention	NOUN
easat-3884	428	5	p300	p300	NUM
easat-3884	428	6	-	-	PUNCT
easat-3884	428	7	based	base	VERB
easat-3884	428	8	brain	brain	NOUN
easat-3884	428	9	–	–	PUNCT
easat-3884	428	10	computer	computer	NOUN
easat-3884	428	11	interface	interface	NOUN
easat-3884	428	12	:	:	PUNCT
easat-3884	428	13	geospell	geospell	NOUN
easat-3884	428	14	.	.	PUNCT
easat-3884	428	15	”	"	PUNCT
easat-3884	429	1	ergonomics	ergonomic	NOUN
easat-3884	429	2	,	,	PUNCT
easat-3884	429	3	vol	vol	NOUN
easat-3884	429	4	.	.	PROPN
easat-3884	430	1	55	55	NUM
easat-3884	430	2	,	,	PUNCT
easat-3884	430	3	no	no	INTJ
easat-3884	430	4	.	.	NOUN
easat-3884	430	5	5	5	NUM
easat-3884	430	6	,	,	PUNCT
easat-3884	430	7	29	29	NUM
easat-3884	430	8	mar	mar	PROPN
easat-3884	430	9	.	.	PROPN
easat-3884	430	10	2012	2012	NUM
easat-3884	430	11	,	,	PUNCT
easat-3884	430	12	pp	pp	ADV
easat-3884	430	13	.	.	PUNCT
easat-3884	431	1	538–551	538–551	NUM
easat-3884	431	2	,	,	PUNCT
easat-3884	431	3	doi:10.1080/00140139.2012.661084	doi:10.1080/00140139.2012.661084	PROPN
easat-3884	432	1	[	[	X
easat-3884	432	2	22	22	NUM
easat-3884	432	3	]	]	SYM
easat-3884	432	4	ramoser	ramoser	NOUN
easat-3884	432	5	,	,	PUNCT
easat-3884	432	6	h.	h.	PROPN
easat-3884	432	7	,	,	PUNCT
easat-3884	432	8	et	et	PROPN
easat-3884	432	9	al	al	PROPN
easat-3884	432	10	.	.	PUNCT
easat-3884	433	1	“	"	PUNCT
easat-3884	433	2	optimal	optimal	ADJ
easat-3884	433	3	spatial	spatial	ADJ
easat-3884	433	4	filtering	filtering	NOUN
easat-3884	433	5	of	of	ADP
easat-3884	433	6	single	single	ADJ
easat-3884	433	7	trial	trial	NOUN
easat-3884	433	8	eeg	eeg	NOUN
easat-3884	433	9	during	during	ADP
easat-3884	433	10	imagined	imagine	VERB
easat-3884	433	11	hand	hand	NOUN
easat-3884	433	12	movement	movement	NOUN
easat-3884	433	13	.	.	PUNCT
easat-3884	433	14	”	"	PUNCT
easat-3884	434	1	ieee	ieee	NOUN
easat-3884	434	2	transactions	transaction	NOUN
easat-3884	434	3	on	on	ADP
easat-3884	434	4	rehabilitation	rehabilitation	NOUN
easat-3884	434	5	engineering	engineering	NOUN
easat-3884	434	6	,	,	PUNCT
easat-3884	434	7	vol	vol	NOUN
easat-3884	434	8	.	.	PROPN
easat-3884	434	9	8	8	NUM
easat-3884	434	10	,	,	PUNCT
easat-3884	434	11	no	no	INTJ
easat-3884	434	12	.	.	NOUN
easat-3884	434	13	4	4	NUM
easat-3884	434	14	,	,	PUNCT
easat-3884	434	15	dec	dec	PROPN
easat-3884	434	16	.	.	PROPN
easat-3884	434	17	2000	2000	NUM
easat-3884	434	18	,	,	PUNCT
easat-3884	434	19	pp	pp	ADJ
easat-3884	434	20	.	.	PUNCT
easat-3884	435	1	441–446	441–446	NUM
easat-3884	435	2	,	,	PUNCT
easat-3884	435	3	doi:10.1109/86.895946	doi:10.1109/86.895946	NOUN
easat-3884	435	4	.	.	PUNCT
easat-3884	436	1	[	[	X
easat-3884	436	2	23	23	NUM
easat-3884	436	3	]	]	X
easat-3884	436	4	rezeika	rezeika	X
easat-3884	436	5	,	,	PUNCT
easat-3884	436	6	aya	aya	PROPN
easat-3884	436	7	,	,	PUNCT
easat-3884	436	8	et	et	PROPN
easat-3884	436	9	al	al	PROPN
easat-3884	436	10	.	.	PUNCT
easat-3884	437	1	“	"	PUNCT
easat-3884	437	2	brain	brain	NOUN
easat-3884	437	3	–	–	PUNCT
easat-3884	437	4	computer	computer	NOUN
easat-3884	437	5	interface	interface	NOUN
easat-3884	437	6	spellers	speller	NOUN
easat-3884	437	7	:	:	PUNCT
easat-3884	437	8	a	a	DET
easat-3884	437	9	review	review	NOUN
easat-3884	437	10	.	.	PUNCT
easat-3884	437	11	”	"	PUNCT
easat-3884	438	1	brain	brain	NOUN
easat-3884	438	2	sciences	science	NOUN
easat-3884	438	3	,	,	PUNCT
easat-3884	438	4	vol	vol	NOUN
easat-3884	438	5	.	.	PROPN
easat-3884	438	6	8	8	NUM
easat-3884	438	7	,	,	PUNCT
easat-3884	438	8	no	no	INTJ
easat-3884	438	9	.	.	NOUN
easat-3884	438	10	4	4	NUM
easat-3884	438	11	,	,	PUNCT
easat-3884	438	12	30	30	NUM
easat-3884	438	13	mar	mar	PROPN
easat-3884	438	14	.	.	PROPN
easat-3884	438	15	2018	2018	NUM
easat-3884	438	16	,	,	PUNCT
easat-3884	438	17	p.	p.	NOUN
easat-3884	438	18	57	57	NUM
easat-3884	438	19	,	,	PUNCT
easat-3884	438	20	doi:10.3390	doi:10.3390	NOUN
easat-3884	438	21	/	/	SYM
easat-3884	438	22	brainsci8040057	brainsci8040057	PROPN
easat-3884	438	23	.	.	PUNCT
easat-3884	439	1	[	[	X
easat-3884	439	2	24	24	NUM
easat-3884	439	3	]	]	PUNCT
easat-3884	439	4	altuwaijri	altuwaijri	ADJ
easat-3884	439	5	,	,	PUNCT
easat-3884	439	6	ghadir	ghadir	PROPN
easat-3884	439	7	ali	ali	PROPN
easat-3884	439	8	,	,	PUNCT
easat-3884	439	9	et	et	PROPN
easat-3884	439	10	al	al	PROPN
easat-3884	439	11	.	.	PUNCT
easat-3884	440	1	"	"	PUNCT
easat-3884	440	2	a	a	DET
easat-3884	440	3	multi	multi	ADJ
easat-3884	440	4	-	-	ADJ
easat-3884	440	5	branch	branch	ADJ
easat-3884	440	6	convolutional	convolutional	ADJ
easat-3884	440	7	neural	neural	ADJ
easat-3884	440	8	network	network	NOUN
easat-3884	440	9	with	with	ADP
easat-3884	440	10	squeeze	squeeze	NOUN
easat-3884	440	11	-	-	PUNCT
easat-3884	440	12	and	and	CCONJ
easat-3884	440	13	-	-	PUNCT
easat-3884	440	14	excitation	excitation	NOUN
easat-3884	440	15	attention	attention	NOUN
easat-3884	440	16	blocks	block	NOUN
easat-3884	440	17	for	for	ADP
easat-3884	440	18	eeg	eeg	NOUN
easat-3884	440	19	-	-	PUNCT
easat-3884	440	20	based	base	VERB
easat-3884	440	21	motor	motor	NOUN
easat-3884	440	22	imagery	imagery	NOUN
easat-3884	440	23	signals	signal	VERB
easat-3884	440	24	classification	classification	NOUN
easat-3884	440	25	.	.	PUNCT
easat-3884	440	26	"	"	PUNCT
easat-3884	441	1	diagnostics	diagnostic	NOUN
easat-3884	441	2	12.4	12.4	NUM
easat-3884	441	3	(	(	PUNCT
easat-3884	441	4	2022	2022	NUM
easat-3884	441	5	):	):	PUNCT
easat-3884	441	6	995	995	NUM
easat-3884	441	7	.	.	PUNCT
easat-3884	442	1	doi:10.3390	doi:10.3390	PROPN
easat-3884	442	2	/	/	SYM
easat-3884	442	3	diagnostics12040995	diagnostics12040995	PROPN
easat-3884	443	1	[	[	X
easat-3884	443	2	25	25	NUM
easat-3884	443	3	]	]	PUNCT
easat-3884	443	4	musallam	musallam	PROPN
easat-3884	443	5	,	,	PUNCT
easat-3884	443	6	yazeed	yazeed	PROPN
easat-3884	443	7	k.	k.	PROPN
easat-3884	443	8	,	,	PUNCT
easat-3884	443	9	et	et	PROPN
easat-3884	443	10	al	al	PROPN
easat-3884	443	11	.	.	PUNCT
easat-3884	444	1	"	"	PUNCT
easat-3884	444	2	electroencephalography	electroencephalography	NOUN
easat-3884	444	3	-	-	PUNCT
easat-3884	444	4	based	base	VERB
easat-3884	444	5	motor	motor	NOUN
easat-3884	444	6	imagery	imagery	NOUN
easat-3884	444	7	classification	classification	NOUN
easat-3884	444	8	using	use	VERB
easat-3884	444	9	temporal	temporal	ADJ
easat-3884	444	10	convolutional	convolutional	ADJ
easat-3884	444	11	network	network	NOUN
easat-3884	444	12	fusion	fusion	NOUN
easat-3884	444	13	.	.	PUNCT
easat-3884	444	14	"	"	PUNCT
easat-3884	444	15	biomedical	biomedical	ADJ
easat-3884	444	16	signal	signal	NOUN
easat-3884	444	17	processing	processing	NOUN
easat-3884	444	18	and	and	CCONJ
easat-3884	444	19	control	control	NOUN
easat-3884	444	20	69	69	NUM
easat-3884	444	21	(	(	PUNCT
easat-3884	444	22	2021	2021	NUM
easat-3884	444	23	):	):	PUNCT
easat-3884	444	24	102826	102826	NUM
easat-3884	444	25	.	.	PUNCT
easat-3884	445	1	doi:10.1016	doi:10.1016	PROPN
easat-3884	445	2	/	/	SYM
easat-3884	445	3	j.bspc.2021.102826	j.bspc.2021.102826	PROPN
easat-3884	446	1	[	[	X
easat-3884	446	2	26	26	NUM
easat-3884	446	3	]	]	PUNCT
easat-3884	446	4	schirrmeister	schirrmeister	NOUN
easat-3884	446	5	,	,	PUNCT
easat-3884	446	6	robin	robin	PROPN
easat-3884	446	7	tibor	tibor	PROPN
easat-3884	446	8	,	,	PUNCT
easat-3884	446	9	et	et	PROPN
easat-3884	446	10	al	al	PROPN
easat-3884	446	11	.	.	PUNCT
easat-3884	447	1	"	"	PUNCT
easat-3884	447	2	deep	deep	ADJ
easat-3884	447	3	learning	learning	NOUN
easat-3884	447	4	with	with	ADP
easat-3884	447	5	convolutional	convolutional	ADJ
easat-3884	447	6	neural	neural	ADJ
easat-3884	447	7	networks	network	NOUN
easat-3884	447	8	for	for	ADP
easat-3884	447	9	eeg	eeg	NOUN
easat-3884	447	10	decoding	decoding	NOUN
easat-3884	447	11	and	and	CCONJ
easat-3884	447	12	visualization	visualization	NOUN
easat-3884	447	13	.	.	PUNCT
easat-3884	447	14	"	"	PUNCT
easat-3884	448	1	human	human	ADJ
easat-3884	448	2	brain	brain	NOUN
easat-3884	448	3	mapping	mapping	NOUN
easat-3884	448	4	38.11	38.11	NUM
easat-3884	448	5	(	(	PUNCT
easat-3884	448	6	2017	2017	NUM
easat-3884	448	7	):	):	PUNCT
easat-3884	448	8	5391	5391	NUM
easat-3884	448	9	-	-	SYM
easat-3884	448	10	5420	5420	NUM
easat-3884	448	11	.	.	PUNCT
easat-3884	449	1	doi:10.1002	doi:10.1002	NOUN
easat-3884	449	2	/	/	SYM
easat-3884	449	3	hbm.23730	hbm.23730	X
easat-3884	450	1	[	[	X
easat-3884	450	2	27	27	NUM
easat-3884	450	3	]	]	X
easat-3884	450	4	huang	huang	PROPN
easat-3884	450	5	,	,	PUNCT
easat-3884	450	6	gan	gan	PROPN
easat-3884	450	7	,	,	PUNCT
easat-3884	450	8	et	et	PROPN
easat-3884	450	9	al	al	PROPN
easat-3884	450	10	.	.	PUNCT
easat-3884	451	1	"	"	PUNCT
easat-3884	451	2	discrepancy	discrepancy	NOUN
easat-3884	451	3	between	between	ADP
easat-3884	451	4	inter	inter	ADJ
easat-3884	451	5	-	-	ADJ
easat-3884	451	6	and	and	CCONJ
easat-3884	451	7	intra	intra	ADJ
easat-3884	451	8	-	-	ADJ
easat-3884	451	9	subject	subject	ADJ
easat-3884	451	10	variability	variability	NOUN
easat-3884	451	11	in	in	ADP
easat-3884	451	12	eeg	eeg	NOUN
easat-3884	451	13	-	-	PUNCT
easat-3884	451	14	based	base	VERB
easat-3884	451	15	motor	motor	NOUN
easat-3884	451	16	imagery	imagery	NOUN
easat-3884	451	17	braincomputer	braincomputer	ADJ
easat-3884	451	18	interface	interface	NOUN
easat-3884	451	19	:	:	PUNCT
easat-3884	451	20	evidence	evidence	NOUN
easat-3884	451	21	from	from	ADP
easat-3884	451	22	multiple	multiple	ADJ
easat-3884	451	23	perspectives	perspective	NOUN
easat-3884	451	24	.	.	PUNCT
easat-3884	451	25	"	"	PUNCT
easat-3884	451	26	frontiers	frontier	NOUN
easat-3884	451	27	in	in	ADP
easat-3884	451	28	neuroscience	neuroscience	NOUN
easat-3884	451	29	17	17	NUM
easat-3884	451	30	(	(	PUNCT
easat-3884	451	31	2023	2023	NUM
easat-3884	451	32	):	):	PUNCT
easat-3884	451	33	1122661	1122661	NUM
easat-3884	451	34	.	.	PUNCT
easat-3884	452	1	doi:10.3389	doi:10.3389	PROPN
easat-3884	452	2	/	/	SYM
easat-3884	452	3	fnins.2023.1122661	fnins.2023.1122661	PROPN
easat-3884	452	4	.	.	PUNCT
easat-3884	453	1	https://doi.org/10.1016/j.dsp.2022.103816	https://doi.org/10.1016/j.dsp.2022.103816	PROPN
easat-3884	453	2	https://doi.org/10.1109/86.895946	https://doi.org/10.1109/86.895946	X
easat-3884	453	3	https://doi.org/10.1016/0013-4694(88)90149-6	https://doi.org/10.1016/0013-4694(88)90149-6	ADJ
easat-3884	453	4	https://doi.org/10.1016/0013-4694(88)90149-6	https://doi.org/10.1016/0013-4694(88)90149-6	ADJ
easat-3884	453	5	https://doi.org/10.1109/icorr.2009.5209543	https://doi.org/10.1109/icorr.2009.5209543	PROPN
easat-3884	453	6	https://doi.org/10.1007/978-3-540-73281-583	https://doi.org/10.1007/978-3-540-73281-583	PROPN
easat-3884	453	7	https://doi.org/10.1080/00140139.2012.661084	https://doi.org/10.1080/00140139.2012.661084	PROPN
easat-3884	453	8	https://doi.org/10.1109/86.895946	https://doi.org/10.1109/86.895946	NOUN
easat-3884	453	9	https://doi.org/10.3390/brainsci8040057	https://doi.org/10.3390/brainsci8040057	VERB