id	sid	tid	token	lemma	pos
ijassa-573	1	1	adv	adv	PROPN
ijassa-573	1	2	syst	syst	PROPN
ijassa-573	1	3	sci	sci	PROPN
ijassa-573	1	4	appl	appl	PROPN
ijassa-573	1	5	2018	2018	NUM
ijassa-573	1	6	;	;	PUNCT
ijassa-573	1	7	1	1	NUM
ijassa-573	1	8	;	;	PUNCT
ijassa-573	1	9	132	132	NUM
ijassa-573	1	10	-	-	SYM
ijassa-573	1	11	141	141	NUM
ijassa-573	1	12	published	publish	VERB
ijassa-573	1	13	online	online	ADV
ijassa-573	1	14	at	at	ADP
ijassa-573	1	15	http://ijassa.ipu.ru	http://ijassa.ipu.ru	ADV
ijassa-573	1	16	.	.	PUNCT
ijassa-573	2	1	copyright	copyright	NOUN
ijassa-573	2	2	©	©	PROPN
ijassa-573	2	3	2018	2018	NUM
ijassa-573	2	4	assa	assa	NOUN
ijassa-573	2	5	.	.	PUNCT
ijassa-573	3	1	adv	adv	PROPN
ijassa-573	3	2	.	.	PUNCT
ijassa-573	4	1	in	in	ADP
ijassa-573	4	2	systems	system	NOUN
ijassa-573	4	3	science	science	NOUN
ijassa-573	4	4	and	and	CCONJ
ijassa-573	4	5	appl	appl	NOUN
ijassa-573	4	6	.	.	PUNCT
ijassa-573	5	1	(	(	PUNCT
ijassa-573	5	2	2018	2018	NUM
ijassa-573	5	3	)	)	PUNCT
ijassa-573	5	4	neuroprotection	neuroprotection	NOUN
ijassa-573	5	5	and	and	CCONJ
ijassa-573	5	6	timely	timely	ADJ
ijassa-573	5	7	troubleshooting	troubleshooting	NOUN
ijassa-573	5	8	of	of	ADP
ijassa-573	5	9	electric	electric	ADJ
ijassa-573	5	10	drive	drive	NOUN
ijassa-573	5	11	equipment	equipment	NOUN
ijassa-573	5	12	viktor	viktor	NOUN
ijassa-573	5	13	m.	m.	NOUN
ijassa-573	5	14	buyankin	buyankin	PROPN
ijassa-573	5	15	bauman	bauman	PROPN
ijassa-573	5	16	moscow	moscow	PROPN
ijassa-573	5	17	state	state	PROPN
ijassa-573	5	18	technical	technical	PROPN
ijassa-573	5	19	university	university	PROPN
ijassa-573	5	20	,	,	PUNCT
ijassa-573	5	21	moscow	moscow	PROPN
ijassa-573	5	22	,	,	PUNCT
ijassa-573	5	23	russian	russian	PROPN
ijassa-573	5	24	federation	federation	PROPN
ijassa-573	5	25	e	e	PROPN
ijassa-573	5	26	-	-	NOUN
ijassa-573	5	27	mail	mail	NOUN
ijassa-573	5	28	:	:	PUNCT
ijassa-573	5	29	viktor12buyankin@yandex.ru	viktor12buyankin@yandex.ru	VERB
ijassa-573	5	30	abstract	abstract	NOUN
ijassa-573	5	31	:	:	PUNCT
ijassa-573	5	32	.	.	PUNCT
ijassa-573	6	1	the	the	DET
ijassa-573	6	2	article	article	NOUN
ijassa-573	6	3	discusses	discuss	VERB
ijassa-573	6	4	the	the	DET
ijassa-573	6	5	neurodiagnostics	neurodiagnostic	NOUN
ijassa-573	6	6	drives	drive	VERB
ijassa-573	6	7	with	with	ADP
ijassa-573	6	8	the	the	DET
ijassa-573	6	9	prediction	prediction	NOUN
ijassa-573	6	10	of	of	ADP
ijassa-573	6	11	the	the	DET
ijassa-573	6	12	future	future	ADJ
ijassa-573	6	13	fault	fault	NOUN
ijassa-573	6	14	is	be	AUX
ijassa-573	6	15	a	a	DET
ijassa-573	6	16	relevant	relevant	ADJ
ijassa-573	6	17	task	task	NOUN
ijassa-573	6	18	to	to	PART
ijassa-573	6	19	avoid	avoid	VERB
ijassa-573	6	20	failure	failure	NOUN
ijassa-573	6	21	of	of	ADP
ijassa-573	6	22	electric	electric	ADJ
ijassa-573	6	23	motors	motor	NOUN
ijassa-573	6	24	and	and	CCONJ
ijassa-573	6	25	actuators	actuator	NOUN
ijassa-573	6	26	.	.	PUNCT
ijassa-573	7	1	such	such	ADJ
ijassa-573	7	2	systems	system	NOUN
ijassa-573	7	3	neurodiagnostics	neurodiagnostic	NOUN
ijassa-573	7	4	increase	increase	VERB
ijassa-573	7	5	the	the	DET
ijassa-573	7	6	reliability	reliability	NOUN
ijassa-573	7	7	and	and	CCONJ
ijassa-573	7	8	safety	safety	NOUN
ijassa-573	7	9	of	of	ADP
ijassa-573	7	10	operation	operation	NOUN
ijassa-573	7	11	,	,	PUNCT
ijassa-573	7	12	anticipating	anticipate	VERB
ijassa-573	7	13	contingencies	contingency	NOUN
ijassa-573	7	14	.	.	PUNCT
ijassa-573	8	1	an	an	DET
ijassa-573	8	2	important	important	ADJ
ijassa-573	8	3	aspect	aspect	NOUN
ijassa-573	8	4	in	in	ADP
ijassa-573	8	5	the	the	DET
ijassa-573	8	6	management	management	NOUN
ijassa-573	8	7	of	of	ADP
ijassa-573	8	8	complex	complex	ADJ
ijassa-573	8	9	dynamic	dynamic	ADJ
ijassa-573	8	10	objects	object	NOUN
ijassa-573	8	11	designed	design	VERB
ijassa-573	8	12	to	to	PART
ijassa-573	8	13	operate	operate	VERB
ijassa-573	8	14	in	in	ADP
ijassa-573	8	15	harsh	harsh	ADJ
ijassa-573	8	16	operating	operating	NOUN
ijassa-573	8	17	conditions	condition	NOUN
ijassa-573	8	18	,	,	PUNCT
ijassa-573	8	19	such	such	ADJ
ijassa-573	8	20	as	as	ADP
ijassa-573	8	21	aggressive	aggressive	ADJ
ijassa-573	8	22	,	,	PUNCT
ijassa-573	8	23	explosive	explosive	ADJ
ijassa-573	8	24	and	and	CCONJ
ijassa-573	8	25	dusty	dusty	ADJ
ijassa-573	8	26	environments	environment	NOUN
ijassa-573	8	27	,	,	PUNCT
ijassa-573	8	28	extreme	extreme	ADJ
ijassa-573	8	29	temperatures	temperature	NOUN
ijassa-573	8	30	,	,	PUNCT
ijassa-573	8	31	increased	increase	VERB
ijassa-573	8	32	vibration	vibration	NOUN
ijassa-573	8	33	,	,	PUNCT
ijassa-573	8	34	is	be	AUX
ijassa-573	8	35	the	the	DET
ijassa-573	8	36	use	use	NOUN
ijassa-573	8	37	of	of	ADP
ijassa-573	8	38	real	real	ADJ
ijassa-573	8	39	sensors	sensor	NOUN
ijassa-573	8	40	.	.	PUNCT
ijassa-573	9	1	the	the	DET
ijassa-573	9	2	use	use	NOUN
ijassa-573	9	3	of	of	ADP
ijassa-573	9	4	state	state	NOUN
ijassa-573	9	5	observers	observer	NOUN
ijassa-573	9	6	in	in	ADP
ijassa-573	9	7	such	such	ADJ
ijassa-573	9	8	facilities	facility	NOUN
ijassa-573	9	9	will	will	AUX
ijassa-573	9	10	improve	improve	VERB
ijassa-573	9	11	the	the	DET
ijassa-573	9	12	operational	operational	ADJ
ijassa-573	9	13	reliability	reliability	NOUN
ijassa-573	9	14	of	of	ADP
ijassa-573	9	15	the	the	DET
ijassa-573	9	16	electric	electric	ADJ
ijassa-573	9	17	drive	drive	NOUN
ijassa-573	9	18	,	,	PUNCT
ijassa-573	9	19	avoid	avoid	VERB
ijassa-573	9	20	shock	shock	NOUN
ijassa-573	9	21	currents	current	NOUN
ijassa-573	9	22	,	,	PUNCT
ijassa-573	9	23	reduce	reduce	VERB
ijassa-573	9	24	weight	weight	NOUN
ijassa-573	9	25	and	and	CCONJ
ijassa-573	9	26	size	size	NOUN
ijassa-573	9	27	characteristics	characteristic	NOUN
ijassa-573	9	28	,	,	PUNCT
ijassa-573	9	29	etc	etc	X
ijassa-573	9	30	.	.	X
ijassa-573	10	1	in	in	ADP
ijassa-573	10	2	recent	recent	ADJ
ijassa-573	10	3	years	year	NOUN
ijassa-573	10	4	,	,	PUNCT
ijassa-573	10	5	there	there	PRON
ijassa-573	10	6	are	be	VERB
ijassa-573	10	7	high	high	ADJ
ijassa-573	10	8	requirements	requirement	NOUN
ijassa-573	10	9	for	for	ADP
ijassa-573	10	10	modern	modern	ADJ
ijassa-573	10	11	control	control	NOUN
ijassa-573	10	12	systems	system	NOUN
ijassa-573	10	13	of	of	ADP
ijassa-573	10	14	electric	electric	ADJ
ijassa-573	10	15	drives	drive	NOUN
ijassa-573	10	16	,	,	PUNCT
ijassa-573	10	17	namely	namely	ADV
ijassa-573	10	18	:	:	PUNCT
ijassa-573	10	19	accurate	accurate	ADJ
ijassa-573	10	20	speed	speed	NOUN
ijassa-573	10	21	control	control	NOUN
ijassa-573	10	22	,	,	PUNCT
ijassa-573	10	23	maintaining	maintain	VERB
ijassa-573	10	24	high	high	ADJ
ijassa-573	10	25	torque	torque	NOUN
ijassa-573	10	26	at	at	ADP
ijassa-573	10	27	low	low	ADJ
ijassa-573	10	28	control	control	NOUN
ijassa-573	10	29	speeds	speed	NOUN
ijassa-573	10	30	,	,	PUNCT
ijassa-573	10	31	limiting	limit	VERB
ijassa-573	10	32	the	the	DET
ijassa-573	10	33	starting	starting	NOUN
ijassa-573	10	34	and	and	CCONJ
ijassa-573	10	35	shock	shock	NOUN
ijassa-573	10	36	currents	current	NOUN
ijassa-573	10	37	,	,	PUNCT
ijassa-573	10	38	high	high	ADJ
ijassa-573	10	39	dynamic	dynamic	ADJ
ijassa-573	10	40	characteristics	characteristic	NOUN
ijassa-573	10	41	,	,	PUNCT
ijassa-573	10	42	high	high	ADJ
ijassa-573	10	43	signal	signal	NOUN
ijassa-573	10	44	processing	processing	NOUN
ijassa-573	10	45	accuracy	accuracy	NOUN
ijassa-573	10	46	,	,	PUNCT
ijassa-573	10	47	improved	improved	ADJ
ijassa-573	10	48	coordinate	coordinate	NOUN
ijassa-573	10	49	accuracy	accuracy	NOUN
ijassa-573	10	50	.	.	PUNCT
ijassa-573	11	1	keywords	keyword	NOUN
ijassa-573	11	2	:	:	PUNCT
ijassa-573	11	3	neural	neural	ADJ
ijassa-573	11	4	network	network	NOUN
ijassa-573	11	5	,	,	PUNCT
ijassa-573	11	6	extended	extend	VERB
ijassa-573	11	7	kalman	kalman	NOUN
ijassa-573	11	8	filter	filter	NOUN
ijassa-573	11	9	,	,	PUNCT
ijassa-573	11	10	fuzzy	fuzzy	ADJ
ijassa-573	11	11	logic	logic	NOUN
ijassa-573	11	12	,	,	PUNCT
ijassa-573	11	13	genetic	genetic	ADJ
ijassa-573	11	14	algorithm	algorithm	NOUN
ijassa-573	11	15	,	,	PUNCT
ijassa-573	11	16	induction	induction	NOUN
ijassa-573	11	17	motor	motor	NOUN
ijassa-573	11	18	,	,	PUNCT
ijassa-573	11	19	asynchronous	asynchronous	ADJ
ijassa-573	11	20	electric	electric	ADJ
ijassa-573	11	21	drive	drive	NOUN
ijassa-573	11	22	.	.	PUNCT
ijassa-573	12	1	1.introduction	1.introduction	NUM
ijassa-573	12	2	today	today	NOUN
ijassa-573	12	3	there	there	PRON
ijassa-573	12	4	are	be	VERB
ijassa-573	12	5	various	various	ADJ
ijassa-573	12	6	methods	method	NOUN
ijassa-573	12	7	of	of	ADP
ijassa-573	12	8	identification	identification	NOUN
ijassa-573	12	9	of	of	ADP
ijassa-573	12	10	parameters	parameter	NOUN
ijassa-573	12	11	and	and	CCONJ
ijassa-573	12	12	variables	variable	NOUN
ijassa-573	12	13	of	of	ADP
ijassa-573	12	14	the	the	DET
ijassa-573	12	15	state	state	NOUN
ijassa-573	12	16	of	of	ADP
ijassa-573	12	17	the	the	DET
ijassa-573	12	18	asynchronous	asynchronous	ADJ
ijassa-573	12	19	electric	electric	PROPN
ijassa-573	12	20	drive	drive	PROPN
ijassa-573	12	21	which	which	PRON
ijassa-573	12	22	include	include	VERB
ijassa-573	12	23	the	the	DET
ijassa-573	12	24	extended	extended	ADJ
ijassa-573	12	25	kalman	kalman	NOUN
ijassa-573	12	26	filter	filter	NOUN
ijassa-573	12	27	;	;	PUNCT
ijassa-573	12	28	the	the	DET
ijassa-573	12	29	observer	observer	NOUN
ijassa-573	12	30	created	create	VERB
ijassa-573	12	31	on	on	ADP
ijassa-573	12	32	the	the	DET
ijassa-573	12	33	basis	basis	NOUN
ijassa-573	12	34	of	of	ADP
ijassa-573	12	35	a	a	DET
ijassa-573	12	36	neural	neural	ADJ
ijassa-573	12	37	network	network	NOUN
ijassa-573	12	38	and	and	CCONJ
ijassa-573	12	39	using	use	VERB
ijassa-573	12	40	fuzzy	fuzzy	ADJ
ijassa-573	12	41	logic	logic	NOUN
ijassa-573	12	42	;	;	PUNCT
ijassa-573	12	43	genetic	genetic	ADJ
ijassa-573	12	44	algorithms	algorithm	NOUN
ijassa-573	12	45	[	[	X
ijassa-573	12	46	12	12	NUM
ijassa-573	12	47	-	-	SYM
ijassa-573	12	48	16	16	NUM
ijassa-573	12	49	]	]	PUNCT
ijassa-573	12	50	.	.	PUNCT
ijassa-573	13	1	most	most	ADJ
ijassa-573	13	2	well	well	ADV
ijassa-573	13	3	-	-	PUNCT
ijassa-573	13	4	known	know	VERB
ijassa-573	13	5	observers	observer	NOUN
ijassa-573	13	6	do	do	AUX
ijassa-573	13	7	not	not	PART
ijassa-573	13	8	provide	provide	VERB
ijassa-573	13	9	for	for	ADP
ijassa-573	13	10	maintaining	maintain	VERB
ijassa-573	13	11	the	the	DET
ijassa-573	13	12	necessary	necessary	ADJ
ijassa-573	13	13	accuracy	accuracy	NOUN
ijassa-573	13	14	of	of	ADP
ijassa-573	13	15	identification	identification	NOUN
ijassa-573	13	16	of	of	ADP
ijassa-573	13	17	parameters	parameter	NOUN
ijassa-573	13	18	and	and	CCONJ
ijassa-573	13	19	variables	variable	NOUN
ijassa-573	13	20	of	of	ADP
ijassa-573	13	21	the	the	DET
ijassa-573	13	22	state	state	NOUN
ijassa-573	13	23	in	in	ADP
ijassa-573	13	24	the	the	DET
ijassa-573	13	25	entire	entire	ADJ
ijassa-573	13	26	range	range	NOUN
ijassa-573	13	27	of	of	ADP
ijassa-573	13	28	speed	speed	NOUN
ijassa-573	13	29	control	control	NOUN
ijassa-573	13	30	at	at	ADP
ijassa-573	13	31	different	different	ADJ
ijassa-573	13	32	modes	mode	NOUN
ijassa-573	13	33	of	of	ADP
ijassa-573	13	34	operation	operation	NOUN
ijassa-573	13	35	of	of	ADP
ijassa-573	13	36	the	the	DET
ijassa-573	13	37	electric	electric	ADJ
ijassa-573	13	38	drive	drive	PROPN
ijassa-573	13	39	and	and	CCONJ
ijassa-573	13	40	non	non	ADJ
ijassa-573	13	41	-	-	ADJ
ijassa-573	13	42	sinusoidal	sinusoidal	ADJ
ijassa-573	13	43	forms	form	NOUN
ijassa-573	13	44	of	of	ADP
ijassa-573	13	45	stator	stator	NOUN
ijassa-573	13	46	currents	current	NOUN
ijassa-573	13	47	[	[	X
ijassa-573	13	48	9	9	NUM
ijassa-573	13	49	-	-	SYM
ijassa-573	13	50	11	11	NUM
ijassa-573	13	51	]	]	PUNCT
ijassa-573	13	52	.	.	PUNCT
ijassa-573	14	1	the	the	DET
ijassa-573	14	2	last	last	ADJ
ijassa-573	14	3	remark	remark	NOUN
ijassa-573	14	4	is	be	AUX
ijassa-573	14	5	typical	typical	ADJ
ijassa-573	14	6	when	when	SCONJ
ijassa-573	14	7	driving	drive	VERB
ijassa-573	14	8	an	an	DET
ijassa-573	14	9	asynchronous	asynchronous	ADJ
ijassa-573	14	10	motor	motor	NOUN
ijassa-573	14	11	from	from	ADP
ijassa-573	14	12	a	a	DET
ijassa-573	14	13	thyristor	thyristor	NOUN
ijassa-573	14	14	voltage	voltage	NOUN
ijassa-573	14	15	regulator	regulator	NOUN
ijassa-573	14	16	and	and	CCONJ
ijassa-573	14	17	an	an	DET
ijassa-573	14	18	autonomous	autonomous	ADJ
ijassa-573	14	19	voltage	voltage	NOUN
ijassa-573	14	20	inverter	inverter	NOUN
ijassa-573	14	21	[	[	X
ijassa-573	14	22	2	2	NUM
ijassa-573	14	23	-	-	SYM
ijassa-573	14	24	5	5	NUM
ijassa-573	14	25	]	]	PUNCT
ijassa-573	14	26	.	.	PUNCT
ijassa-573	15	1	the	the	DET
ijassa-573	15	2	purpose	purpose	NOUN
ijassa-573	15	3	of	of	ADP
ijassa-573	15	4	the	the	DET
ijassa-573	15	5	study	study	NOUN
ijassa-573	15	6	presented	present	VERB
ijassa-573	15	7	in	in	ADP
ijassa-573	15	8	this	this	DET
ijassa-573	15	9	paper	paper	NOUN
ijassa-573	15	10	is	be	AUX
ijassa-573	15	11	a	a	DET
ijassa-573	15	12	comparative	comparative	ADJ
ijassa-573	15	13	analysis	analysis	NOUN
ijassa-573	15	14	of	of	ADP
ijassa-573	15	15	the	the	DET
ijassa-573	15	16	most	most	ADV
ijassa-573	15	17	common	common	ADJ
ijassa-573	15	18	in	in	ADP
ijassa-573	15	19	practice	practice	NOUN
ijassa-573	15	20	,	,	PUNCT
ijassa-573	15	21	the	the	DET
ijassa-573	15	22	observer	observer	NOUN
ijassa-573	15	23	of	of	ADP
ijassa-573	15	24	the	the	DET
ijassa-573	15	25	state	state	NOUN
ijassa-573	15	26	of	of	ADP
ijassa-573	15	27	the	the	DET
ijassa-573	15	28	asynchronous	asynchronous	ADJ
ijassa-573	15	29	electric	electric	ADJ
ijassa-573	15	30	drive	drive	NOUN
ijassa-573	15	31	on	on	ADP
ijassa-573	15	32	the	the	DET
ijassa-573	15	33	simplicity	simplicity	NOUN
ijassa-573	15	34	of	of	ADP
ijassa-573	15	35	their	their	PRON
ijassa-573	15	36	implementation	implementation	NOUN
ijassa-573	15	37	(	(	PUNCT
ijassa-573	15	38	in	in	ADP
ijassa-573	15	39	terms	term	NOUN
ijassa-573	15	40	of	of	ADP
ijassa-573	15	41	mathematical	mathematical	ADJ
ijassa-573	15	42	description	description	NOUN
ijassa-573	15	43	)	)	PUNCT
ijassa-573	15	44	and	and	CCONJ
ijassa-573	15	45	reliability	reliability	NOUN
ijassa-573	15	46	.	.	PUNCT
ijassa-573	16	1	on	on	ADP
ijassa-573	16	2	the	the	DET
ijassa-573	16	3	basis	basis	NOUN
ijassa-573	16	4	of	of	ADP
ijassa-573	16	5	this	this	DET
ijassa-573	16	6	analysis	analysis	NOUN
ijassa-573	16	7	,	,	PUNCT
ijassa-573	16	8	practical	practical	ADJ
ijassa-573	16	9	recommendations	recommendation	NOUN
ijassa-573	16	10	on	on	ADP
ijassa-573	16	11	their	their	PRON
ijassa-573	16	12	application	application	NOUN
ijassa-573	16	13	in	in	ADP
ijassa-573	16	14	this	this	DET
ijassa-573	16	15	type	type	NOUN
ijassa-573	16	16	of	of	ADP
ijassa-573	16	17	electric	electric	ADJ
ijassa-573	16	18	drive	drive	NOUN
ijassa-573	16	19	in	in	ADP
ijassa-573	16	20	terms	term	NOUN
ijassa-573	16	21	of	of	ADP
ijassa-573	16	22	their	their	PRON
ijassa-573	16	23	efficiency	efficiency	NOUN
ijassa-573	16	24	are	be	AUX
ijassa-573	16	25	developed	develop	VERB
ijassa-573	16	26	[	[	X
ijassa-573	16	27	1	1	NUM
ijassa-573	16	28	]	]	PUNCT
ijassa-573	16	29	.	.	PUNCT
ijassa-573	17	1	today	today	NOUN
ijassa-573	17	2	,	,	PUNCT
ijassa-573	17	3	the	the	DET
ijassa-573	17	4	use	use	NOUN
ijassa-573	17	5	of	of	ADP
ijassa-573	17	6	real	real	ADJ
ijassa-573	17	7	sensors	sensor	NOUN
ijassa-573	17	8	in	in	ADP
ijassa-573	17	9	complex	complex	ADJ
ijassa-573	17	10	dynamic	dynamic	ADJ
ijassa-573	17	11	systems	system	NOUN
ijassa-573	17	12	,	,	PUNCT
ijassa-573	17	13	and	and	CCONJ
ijassa-573	17	14	in	in	ADP
ijassa-573	17	15	particular	particular	ADJ
ijassa-573	17	16	,	,	PUNCT
ijassa-573	17	17	drives	drive	NOUN
ijassa-573	17	18	operating	operate	VERB
ijassa-573	17	19	under	under	ADP
ijassa-573	17	20	severe	severe	ADJ
ijassa-573	17	21	operating	operating	NOUN
ijassa-573	17	22	conditions	condition	NOUN
ijassa-573	17	23	,	,	PUNCT
ijassa-573	17	24	is	be	AUX
ijassa-573	17	25	undesirable	undesirable	ADJ
ijassa-573	17	26	for	for	ADP
ijassa-573	17	27	a	a	DET
ijassa-573	17	28	number	number	NOUN
ijassa-573	17	29	of	of	ADP
ijassa-573	17	30	reasons	reason	NOUN
ijassa-573	17	31	,	,	PUNCT
ijassa-573	17	32	including	include	VERB
ijassa-573	17	33	a	a	DET
ijassa-573	17	34	significant	significant	ADJ
ijassa-573	17	35	increase	increase	NOUN
ijassa-573	17	36	in	in	ADP
ijassa-573	17	37	installation	installation	NOUN
ijassa-573	17	38	,	,	PUNCT
ijassa-573	17	39	increase	increase	NOUN
ijassa-573	17	40	in	in	ADP
ijassa-573	17	41	weight	weight	NOUN
ijassa-573	17	42	and	and	CCONJ
ijassa-573	17	43	size	size	NOUN
ijassa-573	17	44	characteristics	characteristic	NOUN
ijassa-573	17	45	,	,	PUNCT
ijassa-573	17	46	decrease	decrease	NOUN
ijassa-573	17	47	in	in	ADP
ijassa-573	17	48	operational	operational	ADJ
ijassa-573	17	49	reliability	reliability	NOUN
ijassa-573	17	50	,	,	PUNCT
ijassa-573	17	51	etc	etc	X
ijassa-573	17	52	.	.	X
ijassa-573	18	1	[	[	X
ijassa-573	18	2	17	17	NUM
ijassa-573	18	3	-	-	SYM
ijassa-573	18	4	20	20	NUM
ijassa-573	18	5	]	]	PUNCT
ijassa-573	18	6	methods	method	NOUN
ijassa-573	18	7	of	of	ADP
ijassa-573	18	8	identification	identification	NOUN
ijassa-573	18	9	of	of	ADP
ijassa-573	18	10	parameters	parameter	NOUN
ijassa-573	18	11	and	and	CCONJ
ijassa-573	18	12	state	state	NOUN
ijassa-573	18	13	variables	variable	NOUN
ijassa-573	18	14	attracted	attract	VERB
ijassa-573	18	15	both	both	CCONJ
ijassa-573	18	16	domestic	domestic	ADJ
ijassa-573	18	17	and	and	CCONJ
ijassa-573	18	18	foreign	foreign	ADJ
ijassa-573	18	19	scientists	scientist	NOUN
ijassa-573	18	20	[	[	X
ijassa-573	18	21	6	6	NUM
ijassa-573	18	22	-	-	SYM
ijassa-573	18	23	8	8	NUM
ijassa-573	18	24	]	]	PUNCT
ijassa-573	18	25	.	.	PUNCT
ijassa-573	19	1	to	to	PART
ijassa-573	19	2	determine	determine	VERB
ijassa-573	19	3	the	the	DET
ijassa-573	19	4	parameters	parameter	NOUN
ijassa-573	19	5	and	and	CCONJ
ijassa-573	19	6	state	state	NOUN
ijassa-573	19	7	variables	variable	NOUN
ijassa-573	19	8	used	use	VERB
ijassa-573	19	9	by	by	ADP
ijassa-573	19	10	the	the	DET
ijassa-573	19	11	observers	observer	NOUN
ijassa-573	19	12	based	base	VERB
ijassa-573	19	13	on	on	ADP
ijassa-573	19	14	extended	extended	ADJ
ijassa-573	19	15	kalman	kalman	NOUN
ijassa-573	19	16	filter	filter	NOUN
ijassa-573	19	17	,	,	PUNCT
ijassa-573	19	18	fuzzy	fuzzy	ADJ
ijassa-573	19	19	logic	logic	NOUN
ijassa-573	19	20	,	,	PUNCT
ijassa-573	19	21	neural	neural	ADJ
ijassa-573	19	22	networks	network	NOUN
ijassa-573	19	23	and	and	CCONJ
ijassa-573	19	24	genetic	genetic	ADJ
ijassa-573	19	25	algorithms	algorithm	NOUN
ijassa-573	19	26	.	.	PUNCT
ijassa-573	20	1	http://ijassa.ipu.ru/	http://ijassa.ipu.ru/	ADJ
ijassa-573	20	2	neuroprotection	neuroprotection	NOUN
ijassa-573	20	3	and	and	CCONJ
ijassa-573	20	4	timely	timely	ADJ
ijassa-573	20	5	troubleshooting	troubleshooting	NOUN
ijassa-573	20	6	of	of	ADP
ijassa-573	20	7	electric	electric	ADJ
ijassa-573	20	8	drive	drive	NOUN
ijassa-573	20	9	equipment	equipment	NOUN
ijassa-573	20	10	133	133	NUM
ijassa-573	20	11	copyright	copyright	NOUN
ijassa-573	20	12	©	©	PROPN
ijassa-573	20	13	2018	2018	NUM
ijassa-573	20	14	assa	assa	NOUN
ijassa-573	20	15	.	.	PUNCT
ijassa-573	21	1	adv	adv	PROPN
ijassa-573	21	2	.	.	PUNCT
ijassa-573	22	1	in	in	ADP
ijassa-573	22	2	systems	system	NOUN
ijassa-573	22	3	science	science	NOUN
ijassa-573	22	4	and	and	CCONJ
ijassa-573	22	5	appl	appl	NOUN
ijassa-573	22	6	.	.	PUNCT
ijassa-573	23	1	(	(	PUNCT
ijassa-573	23	2	2018	2018	NUM
ijassa-573	23	3	)	)	PUNCT
ijassa-573	23	4	2	2	NUM
ijassa-573	23	5	.	.	X
ijassa-573	23	6	literature	literature	PROPN
ijassa-573	23	7	review	review	VERB
ijassa-573	23	8	the	the	DET
ijassa-573	23	9	ann	ann	PROPN
ijassa-573	23	10	used	use	VERB
ijassa-573	23	11	to	to	PART
ijassa-573	23	12	identify	identify	VERB
ijassa-573	23	13	the	the	DET
ijassa-573	23	14	parameters	parameter	NOUN
ijassa-573	23	15	and	and	CCONJ
ijassa-573	23	16	state	state	NOUN
ijassa-573	23	17	variables	variable	NOUN
ijassa-573	23	18	of	of	ADP
ijassa-573	23	19	complex	complex	ADJ
ijassa-573	23	20	dynamic	dynamic	ADJ
ijassa-573	23	21	objects	object	NOUN
ijassa-573	23	22	is	be	AUX
ijassa-573	23	23	composed	compose	VERB
ijassa-573	23	24	of	of	ADP
ijassa-573	23	25	three	three	NUM
ijassa-573	23	26	main	main	ADJ
ijassa-573	23	27	layers	layer	NOUN
ijassa-573	23	28	:	:	PUNCT
ijassa-573	23	29	input	input	NOUN
ijassa-573	23	30	,	,	PUNCT
ijassa-573	23	31	hidden	hidden	ADJ
ijassa-573	23	32	and	and	CCONJ
ijassa-573	23	33	output	output	NOUN
ijassa-573	23	34	.	.	PUNCT
ijassa-573	24	1	more	more	ADJ
ijassa-573	24	2	than	than	ADP
ijassa-573	24	3	one	one	NUM
ijassa-573	24	4	hidden	hide	VERB
ijassa-573	24	5	layers	layer	NOUN
ijassa-573	24	6	are	be	AUX
ijassa-573	24	7	possible	possible	ADJ
ijassa-573	24	8	.	.	PUNCT
ijassa-573	25	1	to	to	ADP
ijassa-573	25	2	date	date	NOUN
ijassa-573	25	3	,	,	PUNCT
ijassa-573	25	4	the	the	DET
ijassa-573	25	5	most	most	ADV
ijassa-573	25	6	commonly	commonly	ADV
ijassa-573	25	7	used	use	VERB
ijassa-573	25	8	activation	activation	NOUN
ijassa-573	25	9	functions	function	NOUN
ijassa-573	25	10	of	of	ADP
ijassa-573	25	11	the	the	DET
ijassa-573	25	12	neuron	neuron	NOUN
ijassa-573	25	13	include	include	VERB
ijassa-573	25	14	threshold	threshold	NOUN
ijassa-573	25	15	,	,	PUNCT
ijassa-573	25	16	linear	linear	ADJ
ijassa-573	25	17	,	,	PUNCT
ijassa-573	25	18	sigmoidal	sigmoidal	NOUN
ijassa-573	25	19	,	,	PUNCT
ijassa-573	25	20	tangential	tangential	ADJ
ijassa-573	25	21	,	,	PUNCT
ijassa-573	25	22	radial	radial	ADJ
ijassa-573	25	23	-	-	PUNCT
ijassa-573	25	24	basis	basis	NOUN
ijassa-573	25	25	activation	activation	NOUN
ijassa-573	25	26	functions	function	NOUN
ijassa-573	25	27	.	.	PUNCT
ijassa-573	26	1	in	in	ADP
ijassa-573	26	2	practice	practice	NOUN
ijassa-573	26	3	,	,	PUNCT
ijassa-573	26	4	a	a	DET
ijassa-573	26	5	linear	linear	ADJ
ijassa-573	26	6	function	function	NOUN
ijassa-573	26	7	is	be	AUX
ijassa-573	26	8	used	use	VERB
ijassa-573	26	9	as	as	ADP
ijassa-573	26	10	the	the	DET
ijassa-573	26	11	activation	activation	NOUN
ijassa-573	26	12	function	function	NOUN
ijassa-573	26	13	of	of	ADP
ijassa-573	26	14	neurons	neuron	NOUN
ijassa-573	26	15	in	in	ADP
ijassa-573	26	16	the	the	DET
ijassa-573	26	17	output	output	NOUN
ijassa-573	26	18	layer	layer	NOUN
ijassa-573	26	19	.	.	PUNCT
ijassa-573	27	1	the	the	DET
ijassa-573	27	2	first	first	ADJ
ijassa-573	27	3	layer	layer	NOUN
ijassa-573	27	4	of	of	ADP
ijassa-573	27	5	the	the	DET
ijassa-573	27	6	neural	neural	ADJ
ijassa-573	27	7	network	network	NOUN
ijassa-573	27	8	is	be	AUX
ijassa-573	27	9	a	a	DET
ijassa-573	27	10	relay	relay	NOUN
ijassa-573	27	11	.	.	PUNCT
ijassa-573	28	1	the	the	DET
ijassa-573	28	2	activation	activation	NOUN
ijassa-573	28	3	function	function	NOUN
ijassa-573	28	4	of	of	ADP
ijassa-573	28	5	the	the	DET
ijassa-573	28	6	neurons	neuron	NOUN
ijassa-573	28	7	of	of	ADP
ijassa-573	28	8	the	the	DET
ijassa-573	28	9	hidden	hide	VERB
ijassa-573	28	10	layer	layer	NOUN
ijassa-573	28	11	is	be	AUX
ijassa-573	28	12	mainly	mainly	ADV
ijassa-573	28	13	non	non	ADJ
ijassa-573	28	14	-	-	ADJ
ijassa-573	28	15	linear	linear	ADJ
ijassa-573	28	16	.	.	PUNCT
ijassa-573	29	1	according	accord	VERB
ijassa-573	29	2	to	to	ADP
ijassa-573	29	3	the	the	DET
ijassa-573	29	4	work	work	NOUN
ijassa-573	29	5	[	[	X
ijassa-573	29	6	15	15	NUM
ijassa-573	29	7	]	]	PUNCT
ijassa-573	29	8	,	,	PUNCT
ijassa-573	29	9	the	the	DET
ijassa-573	29	10	most	most	ADV
ijassa-573	29	11	suitable	suitable	ADJ
ijassa-573	29	12	activation	activation	NOUN
ijassa-573	29	13	function	function	NOUN
ijassa-573	29	14	for	for	ADP
ijassa-573	29	15	neurons	neuron	NOUN
ijassa-573	29	16	of	of	ADP
ijassa-573	29	17	the	the	DET
ijassa-573	29	18	hidden	hide	VERB
ijassa-573	29	19	layer	layer	NOUN
ijassa-573	29	20	is	be	AUX
ijassa-573	29	21	the	the	DET
ijassa-573	29	22	tangential	tangential	ADJ
ijassa-573	29	23	activation	activation	NOUN
ijassa-573	29	24	function	function	NOUN
ijassa-573	29	25	.	.	PUNCT
ijassa-573	30	1	to	to	PART
ijassa-573	30	2	identify	identify	VERB
ijassa-573	30	3	the	the	DET
ijassa-573	30	4	parameters	parameter	NOUN
ijassa-573	30	5	and	and	CCONJ
ijassa-573	30	6	state	state	NOUN
ijassa-573	30	7	variables	variable	NOUN
ijassa-573	30	8	of	of	ADP
ijassa-573	30	9	complex	complex	ADJ
ijassa-573	30	10	dynamic	dynamic	ADJ
ijassa-573	30	11	objects	object	NOUN
ijassa-573	30	12	it	it	PRON
ijassa-573	30	13	is	be	AUX
ijassa-573	30	14	necessary	necessary	ADJ
ijassa-573	30	15	to	to	PART
ijassa-573	30	16	use	use	VERB
ijassa-573	30	17	a	a	DET
ijassa-573	30	18	dynamic	dynamic	ADJ
ijassa-573	30	19	neural	neural	ADJ
ijassa-573	30	20	network	network	NOUN
ijassa-573	30	21	,	,	PUNCT
ijassa-573	30	22	which	which	PRON
ijassa-573	30	23	includes	include	VERB
ijassa-573	30	24	a	a	DET
ijassa-573	30	25	dynamic	dynamic	ADJ
ijassa-573	30	26	neural	neural	ADJ
ijassa-573	30	27	network	network	NOUN
ijassa-573	30	28	with	with	ADP
ijassa-573	30	29	delay	delay	NOUN
ijassa-573	30	30	at	at	ADP
ijassa-573	30	31	the	the	DET
ijassa-573	30	32	input	input	NOUN
ijassa-573	30	33	[	[	X
ijassa-573	30	34	16	16	NUM
ijassa-573	30	35	]	]	PUNCT
ijassa-573	30	36	,	,	PUNCT
ijassa-573	30	37	a	a	DET
ijassa-573	30	38	jordan	jordan	PROPN
ijassa-573	30	39	network	network	NOUN
ijassa-573	30	40	[	[	X
ijassa-573	30	41	17	17	NUM
ijassa-573	30	42	]	]	PUNCT
ijassa-573	30	43	,	,	PUNCT
ijassa-573	30	44	an	an	DET
ijassa-573	30	45	elman	elman	NOUN
ijassa-573	30	46	network	network	NOUN
ijassa-573	30	47	[	[	X
ijassa-573	30	48	18	18	NUM
ijassa-573	30	49	]	]	PUNCT
ijassa-573	30	50	,	,	PUNCT
ijassa-573	30	51	the	the	DET
ijassa-573	30	52	combination	combination	NOUN
ijassa-573	30	53	of	of	ADP
ijassa-573	30	54	a	a	DET
ijassa-573	30	55	dynamic	dynamic	ADJ
ijassa-573	30	56	neural	neural	ADJ
ijassa-573	30	57	network	network	NOUN
ijassa-573	30	58	[	[	X
ijassa-573	30	59	19	19	NUM
ijassa-573	30	60	,	,	PUNCT
ijassa-573	30	61	20	20	NUM
ijassa-573	30	62	]	]	PUNCT
ijassa-573	30	63	.	.	PUNCT
ijassa-573	31	1	the	the	DET
ijassa-573	31	2	peculiarity	peculiarity	NOUN
ijassa-573	31	3	of	of	ADP
ijassa-573	31	4	these	these	DET
ijassa-573	31	5	neural	neural	ADJ
ijassa-573	31	6	networks	network	NOUN
ijassa-573	31	7	is	be	AUX
ijassa-573	31	8	the	the	DET
ijassa-573	31	9	presence	presence	NOUN
ijassa-573	31	10	of	of	ADP
ijassa-573	31	11	signal	signal	ADJ
ijassa-573	31	12	delays	delay	NOUN
ijassa-573	31	13	at	at	ADP
ijassa-573	31	14	the	the	DET
ijassa-573	31	15	input	input	NOUN
ijassa-573	31	16	,	,	PUNCT
ijassa-573	31	17	output	output	NOUN
ijassa-573	31	18	and	and	CCONJ
ijassa-573	31	19	both	both	CCONJ
ijassa-573	31	20	input	input	NOUN
ijassa-573	31	21	and	and	CCONJ
ijassa-573	31	22	output	output	NOUN
ijassa-573	31	23	,	,	PUNCT
ijassa-573	31	24	which	which	PRON
ijassa-573	31	25	allows	allow	VERB
ijassa-573	31	26	to	to	PART
ijassa-573	31	27	provide	provide	VERB
ijassa-573	31	28	the	the	DET
ijassa-573	31	29	best	good	ADJ
ijassa-573	31	30	learning	learning	NOUN
ijassa-573	31	31	and	and	CCONJ
ijassa-573	31	32	filter	filter	VERB
ijassa-573	31	33	out	out	ADP
ijassa-573	31	34	strong	strong	ADJ
ijassa-573	31	35	pulse	pulse	NOUN
ijassa-573	31	36	interference	interference	NOUN
ijassa-573	31	37	.	.	PUNCT
ijassa-573	32	1	before	before	ADP
ijassa-573	32	2	training	train	VERB
ijassa-573	32	3	a	a	DET
ijassa-573	32	4	neural	neural	ADJ
ijassa-573	32	5	network	network	NOUN
ijassa-573	32	6	,	,	PUNCT
ijassa-573	32	7	the	the	DET
ijassa-573	32	8	developer	developer	NOUN
ijassa-573	32	9	must	must	AUX
ijassa-573	32	10	decide	decide	VERB
ijassa-573	32	11	on	on	ADP
ijassa-573	32	12	the	the	DET
ijassa-573	32	13	array	array	NOUN
ijassa-573	32	14	of	of	ADP
ijassa-573	32	15	data	datum	NOUN
ijassa-573	32	16	needed	need	VERB
ijassa-573	32	17	for	for	ADP
ijassa-573	32	18	its	its	PRON
ijassa-573	32	19	training	training	NOUN
ijassa-573	32	20	,	,	PUNCT
ijassa-573	32	21	and	and	CCONJ
ijassa-573	32	22	the	the	DET
ijassa-573	32	23	choice	choice	NOUN
ijassa-573	32	24	of	of	ADP
ijassa-573	32	25	training	training	NOUN
ijassa-573	32	26	algorithm	algorithm	NOUN
ijassa-573	32	27	.	.	PUNCT
ijassa-573	33	1	an	an	DET
ijassa-573	33	2	excessively	excessively	ADV
ijassa-573	33	3	large	large	ADJ
ijassa-573	33	4	array	array	NOUN
ijassa-573	33	5	of	of	ADP
ijassa-573	33	6	data	datum	NOUN
ijassa-573	33	7	from	from	ADP
ijassa-573	33	8	each	each	PRON
ijassa-573	33	9	of	of	ADP
ijassa-573	33	10	the	the	DET
ijassa-573	33	11	input	input	NOUN
ijassa-573	33	12	signals	signal	NOUN
ijassa-573	33	13	can	can	AUX
ijassa-573	33	14	lead	lead	VERB
ijassa-573	33	15	to	to	ADP
ijassa-573	33	16	a	a	DET
ijassa-573	33	17	retrain	retrain	NOUN
ijassa-573	33	18	effect	effect	NOUN
ijassa-573	33	19	,	,	PUNCT
ijassa-573	33	20	as	as	ADP
ijassa-573	33	21	a	a	DET
ijassa-573	33	22	result	result	NOUN
ijassa-573	33	23	of	of	ADP
ijassa-573	33	24	which	which	PRON
ijassa-573	33	25	,	,	PUNCT
ijassa-573	33	26	within	within	ADP
ijassa-573	33	27	the	the	DET
ijassa-573	33	28	training	training	NOUN
ijassa-573	33	29	sample	sample	NOUN
ijassa-573	33	30	,	,	PUNCT
ijassa-573	33	31	the	the	DET
ijassa-573	33	32	neural	neural	ADJ
ijassa-573	33	33	network	network	NOUN
ijassa-573	33	34	gives	give	VERB
ijassa-573	33	35	a	a	DET
ijassa-573	33	36	minimum	minimum	ADJ
ijassa-573	33	37	evaluation	evaluation	NOUN
ijassa-573	33	38	error	error	NOUN
ijassa-573	33	39	,	,	PUNCT
ijassa-573	33	40	and	and	CCONJ
ijassa-573	33	41	when	when	SCONJ
ijassa-573	33	42	working	work	VERB
ijassa-573	33	43	with	with	ADP
ijassa-573	33	44	a	a	DET
ijassa-573	33	45	test	test	NOUN
ijassa-573	33	46	sample	sample	NOUN
ijassa-573	33	47	(	(	PUNCT
ijassa-573	33	48	different	different	ADJ
ijassa-573	33	49	from	from	ADP
ijassa-573	33	50	the	the	DET
ijassa-573	33	51	training	training	NOUN
ijassa-573	33	52	sample	sample	NOUN
ijassa-573	33	53	)	)	PUNCT
ijassa-573	33	54	,	,	PUNCT
ijassa-573	33	55	the	the	DET
ijassa-573	33	56	evaluation	evaluation	NOUN
ijassa-573	33	57	error	error	NOUN
ijassa-573	33	58	is	be	AUX
ijassa-573	33	59	very	very	ADV
ijassa-573	33	60	large	large	ADJ
ijassa-573	33	61	.	.	PUNCT
ijassa-573	34	1	to	to	ADP
ijassa-573	34	2	date	date	NOUN
ijassa-573	34	3	,	,	PUNCT
ijassa-573	34	4	there	there	PRON
ijassa-573	34	5	are	be	VERB
ijassa-573	34	6	a	a	DET
ijassa-573	34	7	large	large	ADJ
ijassa-573	34	8	number	number	NOUN
ijassa-573	34	9	of	of	ADP
ijassa-573	34	10	training	training	NOUN
ijassa-573	34	11	algorithms	algorithm	NOUN
ijassa-573	34	12	,	,	PUNCT
ijassa-573	34	13	the	the	DET
ijassa-573	34	14	main	main	NOUN
ijassa-573	34	15	of	of	ADP
ijassa-573	34	16	which	which	PRON
ijassa-573	34	17	are	be	AUX
ijassa-573	34	18	the	the	DET
ijassa-573	34	19	gradient	gradient	ADJ
ijassa-573	34	20	descent	descent	NOUN
ijassa-573	34	21	algorithm	algorithm	NOUN
ijassa-573	34	22	,	,	PUNCT
ijassa-573	34	23	gradient	gradient	ADJ
ijassa-573	34	24	descent	descent	NOUN
ijassa-573	34	25	algorithm	algorithm	NOUN
ijassa-573	34	26	with	with	ADP
ijassa-573	34	27	perturbation	perturbation	NOUN
ijassa-573	34	28	,	,	PUNCT
ijassa-573	34	29	moller	moller	PROPN
ijassa-573	34	30	's	's	PART
ijassa-573	34	31	learning	learn	VERB
ijassa-573	34	32	algorithm	algorithm	NOUN
ijassa-573	34	33	and	and	CCONJ
ijassa-573	34	34	levenberg	levenberg	PROPN
ijassa-573	34	35	–	–	PUNCT
ijassa-573	34	36	markvardt	markvardt	ADJ
ijassa-573	34	37	learning	learning	NOUN
ijassa-573	34	38	algorithm	algorithm	NOUN
ijassa-573	34	39	.	.	PUNCT
ijassa-573	35	1	the	the	DET
ijassa-573	35	2	presented	present	VERB
ijassa-573	35	3	first	first	ADJ
ijassa-573	35	4	three	three	NUM
ijassa-573	35	5	methods	method	NOUN
ijassa-573	35	6	of	of	ADP
ijassa-573	35	7	training	training	NOUN
ijassa-573	35	8	require	require	VERB
ijassa-573	35	9	small	small	ADJ
ijassa-573	35	10	computing	computing	NOUN
ijassa-573	35	11	power	power	NOUN
ijassa-573	35	12	of	of	ADP
ijassa-573	35	13	the	the	DET
ijassa-573	35	14	computer	computer	NOUN
ijassa-573	35	15	,	,	PUNCT
ijassa-573	35	16	but	but	CCONJ
ijassa-573	35	17	are	be	AUX
ijassa-573	35	18	not	not	PART
ijassa-573	35	19	able	able	ADJ
ijassa-573	35	20	to	to	PART
ijassa-573	35	21	find	find	VERB
ijassa-573	35	22	a	a	DET
ijassa-573	35	23	global	global	ADJ
ijassa-573	35	24	minimum	minimum	ADJ
ijassa-573	35	25	learning	learning	NOUN
ijassa-573	35	26	errors	error	NOUN
ijassa-573	35	27	.	.	PUNCT
ijassa-573	36	1	the	the	DET
ijassa-573	36	2	levenberg	levenberg	PROPN
ijassa-573	36	3	-	-	PUNCT
ijassa-573	36	4	markvardt	markvardt	ADJ
ijassa-573	36	5	learning	learning	NOUN
ijassa-573	36	6	algorithm	algorithm	NOUN
ijassa-573	36	7	requires	require	VERB
ijassa-573	36	8	significant	significant	ADJ
ijassa-573	36	9	computing	compute	VERB
ijassa-573	36	10	abilities	ability	NOUN
ijassa-573	36	11	of	of	ADP
ijassa-573	36	12	the	the	DET
ijassa-573	36	13	computer	computer	NOUN
ijassa-573	36	14	,	,	PUNCT
ijassa-573	36	15	but	but	CCONJ
ijassa-573	36	16	is	be	AUX
ijassa-573	36	17	able	able	ADJ
ijassa-573	36	18	to	to	PART
ijassa-573	36	19	get	get	VERB
ijassa-573	36	20	out	out	ADP
ijassa-573	36	21	of	of	ADP
ijassa-573	36	22	the	the	DET
ijassa-573	36	23	local	local	ADJ
ijassa-573	36	24	minimum	minimum	NOUN
ijassa-573	36	25	and	and	CCONJ
ijassa-573	36	26	find	find	VERB
ijassa-573	36	27	a	a	DET
ijassa-573	36	28	global	global	ADJ
ijassa-573	36	29	one	one	NUM
ijassa-573	36	30	.	.	PUNCT
ijassa-573	37	1	3	3	X
ijassa-573	37	2	.	.	X
ijassa-573	37	3	materials	material	NOUN
ijassa-573	37	4	and	and	CCONJ
ijassa-573	37	5	methods	method	NOUN
ijassa-573	37	6	rapidly	rapidly	ADV
ijassa-573	37	7	expanding	expand	VERB
ijassa-573	37	8	the	the	DET
ijassa-573	37	9	range	range	NOUN
ijassa-573	37	10	of	of	ADP
ijassa-573	37	11	functional	functional	ADJ
ijassa-573	37	12	requirements	requirement	NOUN
ijassa-573	37	13	for	for	ADP
ijassa-573	37	14	automated	automate	VERB
ijassa-573	37	15	systems	system	NOUN
ijassa-573	37	16	the	the	DET
ijassa-573	37	17	electromechanical	electromechanical	ADJ
ijassa-573	37	18	energy	energy	NOUN
ijassa-573	37	19	conversion	conversion	NOUN
ijassa-573	37	20	in	in	ADP
ijassa-573	37	21	industry	industry	NOUN
ijassa-573	37	22	,	,	PUNCT
ijassa-573	37	23	transport	transport	NOUN
ijassa-573	37	24	,	,	PUNCT
ijassa-573	37	25	special	special	ADJ
ijassa-573	37	26	equipment	equipment	NOUN
ijassa-573	37	27	,	,	PUNCT
ijassa-573	37	28	stringent	stringent	ADJ
ijassa-573	37	29	requirements	requirement	NOUN
ijassa-573	37	30	for	for	ADP
ijassa-573	37	31	the	the	DET
ijassa-573	37	32	dynamic	dynamic	ADJ
ijassa-573	37	33	characteristics	characteristic	NOUN
ijassa-573	37	34	of	of	ADP
ijassa-573	37	35	such	such	ADJ
ijassa-573	37	36	systems	system	NOUN
ijassa-573	37	37	and	and	CCONJ
ijassa-573	37	38	their	their	PRON
ijassa-573	37	39	energy	energy	NOUN
ijassa-573	37	40	efficiency	efficiency	NOUN
ijassa-573	37	41	would	would	AUX
ijassa-573	37	42	require	require	VERB
ijassa-573	37	43	the	the	DET
ijassa-573	37	44	construction	construction	NOUN
ijassa-573	37	45	of	of	ADP
ijassa-573	37	46	control	control	NOUN
ijassa-573	37	47	algorithms	algorithm	NOUN
ijassa-573	37	48	,	,	PUNCT
ijassa-573	37	49	which	which	PRON
ijassa-573	37	50	for	for	ADP
ijassa-573	37	51	some	some	DET
ijassa-573	37	52	features	feature	NOUN
ijassa-573	37	53	can	can	AUX
ijassa-573	37	54	be	be	AUX
ijassa-573	37	55	called	call	VERB
ijassa-573	37	56	"	"	PUNCT
ijassa-573	37	57	intelligent	intelligent	ADJ
ijassa-573	37	58	"	"	PUNCT
ijassa-573	37	59	.	.	PUNCT
ijassa-573	38	1	it	it	PRON
ijassa-573	38	2	is	be	AUX
ijassa-573	38	3	generally	generally	ADV
ijassa-573	38	4	recognized	recognize	VERB
ijassa-573	38	5	that	that	SCONJ
ijassa-573	38	6	the	the	DET
ijassa-573	38	7	synthesis	synthesis	NOUN
ijassa-573	38	8	of	of	ADP
ijassa-573	38	9	such	such	ADJ
ijassa-573	38	10	algorithms	algorithm	NOUN
ijassa-573	38	11	is	be	AUX
ijassa-573	38	12	currently	currently	ADV
ijassa-573	38	13	the	the	DET
ijassa-573	38	14	central	central	ADJ
ijassa-573	38	15	problem	problem	NOUN
ijassa-573	38	16	of	of	ADP
ijassa-573	38	17	the	the	DET
ijassa-573	38	18	modern	modern	ADJ
ijassa-573	38	19	theory	theory	NOUN
ijassa-573	38	20	of	of	ADP
ijassa-573	38	21	automatic	automatic	ADJ
ijassa-573	38	22	control	control	NOUN
ijassa-573	38	23	of	of	ADP
ijassa-573	38	24	electric	electric	ADJ
ijassa-573	38	25	drives	drive	NOUN
ijassa-573	38	26	.	.	PUNCT
ijassa-573	39	1	the	the	DET
ijassa-573	39	2	conflict	conflict	NOUN
ijassa-573	39	3	between	between	ADP
ijassa-573	39	4	obviously	obviously	ADV
ijassa-573	39	5	insufficient	insufficient	ADJ
ijassa-573	39	6	methodical	methodical	ADJ
ijassa-573	39	7	basis	basis	NOUN
ijassa-573	39	8	of	of	ADP
ijassa-573	39	9	construction	construction	NOUN
ijassa-573	39	10	of	of	ADP
ijassa-573	39	11	"	"	PUNCT
ijassa-573	39	12	intellectual	intellectual	ADJ
ijassa-573	39	13	"	"	PUNCT
ijassa-573	39	14	algorithms	algorithm	NOUN
ijassa-573	39	15	of	of	ADP
ijassa-573	39	16	management	management	NOUN
ijassa-573	39	17	of	of	ADP
ijassa-573	39	18	ep	ep	PROPN
ijassa-573	39	19	and	and	CCONJ
ijassa-573	39	20	growing	grow	VERB
ijassa-573	39	21	opportunities	opportunity	NOUN
ijassa-573	39	22	of	of	ADP
ijassa-573	39	23	hardware	hardware	NOUN
ijassa-573	39	24	becomes	become	VERB
ijassa-573	39	25	more	more	ADV
ijassa-573	39	26	and	and	CCONJ
ijassa-573	39	27	more	more	ADV
ijassa-573	39	28	acute	acute	ADJ
ijassa-573	39	29	as	as	SCONJ
ijassa-573	39	30	the	the	DET
ijassa-573	39	31	modern	modern	ADJ
ijassa-573	39	32	condition	condition	NOUN
ijassa-573	39	33	of	of	ADP
ijassa-573	39	34	means	mean	NOUN
ijassa-573	39	35	of	of	ADP
ijassa-573	39	36	power	power	NOUN
ijassa-573	39	37	and	and	CCONJ
ijassa-573	39	38	information	information	NOUN
ijassa-573	39	39	electronics	electronic	NOUN
ijassa-573	39	40	already	already	ADV
ijassa-573	39	41	allows	allow	VERB
ijassa-573	39	42	to	to	PART
ijassa-573	39	43	realize	realize	VERB
ijassa-573	39	44	elements	element	NOUN
ijassa-573	39	45	of	of	ADP
ijassa-573	39	46	"	"	PUNCT
ijassa-573	39	47	intelligence	intelligence	NOUN
ijassa-573	39	48	"	"	PUNCT
ijassa-573	39	49	(	(	PUNCT
ijassa-573	39	50	intelligent	intelligent	ADJ
ijassa-573	39	51	control	control	NOUN
ijassa-573	39	52	)	)	PUNCT
ijassa-573	39	53	even	even	ADV
ijassa-573	39	54	in	in	ADP
ijassa-573	39	55	rather	rather	ADV
ijassa-573	39	56	inexpensive	inexpensive	ADJ
ijassa-573	39	57	serial	serial	ADJ
ijassa-573	39	58	sau	sau	NOUN
ijassa-573	39	59	.	.	PUNCT
ijassa-573	40	1	according	accord	VERB
ijassa-573	40	2	to	to	ADP
ijassa-573	40	3	the	the	DET
ijassa-573	40	4	author	author	NOUN
ijassa-573	40	5	,	,	PUNCT
ijassa-573	40	6	the	the	DET
ijassa-573	40	7	sign	sign	NOUN
ijassa-573	40	8	of	of	ADP
ijassa-573	40	9	"	"	PUNCT
ijassa-573	40	10	intelligence	intelligence	NOUN
ijassa-573	40	11	"	"	PUNCT
ijassa-573	40	12	of	of	ADP
ijassa-573	40	13	the	the	DET
ijassa-573	40	14	controlled	control	VERB
ijassa-573	40	15	electric	electric	ADJ
ijassa-573	40	16	energy	energy	NOUN
ijassa-573	40	17	converter	converter	NOUN
ijassa-573	40	18	for	for	ADP
ijassa-573	40	19	electric	electric	ADJ
ijassa-573	40	20	drive	drive	NOUN
ijassa-573	40	21	systems	system	NOUN
ijassa-573	40	22	is	be	AUX
ijassa-573	40	23	not	not	PART
ijassa-573	40	24	the	the	DET
ijassa-573	40	25	use	use	NOUN
ijassa-573	40	26	of	of	ADP
ijassa-573	40	27	"	"	PUNCT
ijassa-573	40	28	exotic	exotic	ADJ
ijassa-573	40	29	"	"	PUNCT
ijassa-573	40	30	methods	method	NOUN
ijassa-573	40	31	(	(	PUNCT
ijassa-573	40	32	fuzzy	fuzzy	ADJ
ijassa-573	40	33	logic	logic	NOUN
ijassa-573	40	34	,	,	PUNCT
ijassa-573	40	35	neural	neural	ADJ
ijassa-573	40	36	networks	network	NOUN
ijassa-573	40	37	,	,	PUNCT
ijassa-573	40	38	genetic	genetic	ADJ
ijassa-573	40	39	algorithms	algorithm	NOUN
ijassa-573	40	40	,	,	PUNCT
ijassa-573	40	41	etc	etc	X
ijassa-573	40	42	.	.	X
ijassa-573	40	43	)	)	PUNCT
ijassa-573	40	44	,	,	PUNCT
ijassa-573	40	45	as	as	SCONJ
ijassa-573	40	46	it	it	PRON
ijassa-573	40	47	is	be	AUX
ijassa-573	40	48	often	often	ADV
ijassa-573	40	49	presented	present	VERB
ijassa-573	40	50	,	,	PUNCT
ijassa-573	40	51	but	but	CCONJ
ijassa-573	40	52	functional	functional	ADJ
ijassa-573	40	53	completeness	completeness	NOUN
ijassa-573	40	54	in	in	ADP
ijassa-573	40	55	solving	solve	VERB
ijassa-573	40	56	the	the	DET
ijassa-573	40	57	main	main	ADJ
ijassa-573	40	58	problems	problem	NOUN
ijassa-573	40	59	of	of	ADP
ijassa-573	40	60	modern	modern	ADJ
ijassa-573	40	61	control	control	NOUN
ijassa-573	40	62	theory	theory	NOUN
ijassa-573	40	63	in	in	ADP
ijassa-573	40	64	the	the	DET
ijassa-573	40	65	appendix	appendix	NOUN
ijassa-573	40	66	to	to	ADP
ijassa-573	40	67	such	such	ADJ
ijassa-573	40	68	complex	complex	ADJ
ijassa-573	40	69	objects	object	NOUN
ijassa-573	40	70	as	as	ADP
ijassa-573	40	71	general	general	ADJ
ijassa-573	40	72	industrial	industrial	ADJ
ijassa-573	40	73	electric	electric	PROPN
ijassa-573	40	74	drive	drive	NOUN
ijassa-573	40	75	.	.	PUNCT
ijassa-573	41	1	"	"	PUNCT
ijassa-573	41	2	intelligence	intelligence	NOUN
ijassa-573	41	3	"	"	PUNCT
ijassa-573	41	4	in	in	ADP
ijassa-573	41	5	this	this	DET
ijassa-573	41	6	sense	sense	NOUN
ijassa-573	41	7	–	–	PUNCT
ijassa-573	41	8	is	be	AUX
ijassa-573	41	9	to	to	PART
ijassa-573	41	10	provide	provide	VERB
ijassa-573	41	11	a	a	DET
ijassa-573	41	12	comfortable	comfortable	ADJ
ijassa-573	41	13	interface	interface	NOUN
ijassa-573	41	14	between	between	ADP
ijassa-573	41	15	a	a	DET
ijassa-573	41	16	person	person	NOUN
ijassa-573	41	17	and	and	CCONJ
ijassa-573	41	18	a	a	DET
ijassa-573	41	19	microprocessor	microprocessor	NOUN
ijassa-573	41	20	control	control	NOUN
ijassa-573	41	21	system	system	NOUN
ijassa-573	41	22	,	,	PUNCT
ijassa-573	41	23	a	a	DET
ijassa-573	41	24	minimum	minimum	NOUN
ijassa-573	41	25	of	of	ADP
ijassa-573	41	26	manually	manually	ADV
ijassa-573	41	27	adjustable	adjustable	ADJ
ijassa-573	41	28	parameters	parameter	NOUN
ijassa-573	41	29	of	of	ADP
ijassa-573	41	30	the	the	DET
ijassa-573	41	31	ep	ep	NOUN
ijassa-573	41	32	,	,	PUNCT
ijassa-573	41	33	but	but	CCONJ
ijassa-573	41	34	in	in	ADP
ijassa-573	41	35	any	any	DET
ijassa-573	41	36	case	case	NOUN
ijassa-573	41	37	not	not	PART
ijassa-573	41	38	the	the	DET
ijassa-573	41	39	ability	ability	NOUN
ijassa-573	41	40	to	to	PART
ijassa-573	41	41	independently	independently	ADV
ijassa-573	41	42	set	set	VERB
ijassa-573	41	43	and	and	CCONJ
ijassa-573	41	44	solve	solve	VERB
ijassa-573	41	45	new	new	ADJ
ijassa-573	41	46	non	non	ADJ
ijassa-573	41	47	-	-	ADJ
ijassa-573	41	48	standard	standard	ADJ
ijassa-573	41	49	problems	problem	NOUN
ijassa-573	41	50	.	.	PUNCT
ijassa-573	42	1	particularly	particularly	ADV
ijassa-573	42	2	important	important	ADJ
ijassa-573	42	3	tasks	task	NOUN
ijassa-573	42	4	of	of	ADP
ijassa-573	42	5	identification	identification	NOUN
ijassa-573	42	6	and	and	CCONJ
ijassa-573	42	7	adaptive	adaptive	ADJ
ijassa-573	42	8	control	control	NOUN
ijassa-573	42	9	become	become	VERB
ijassa-573	42	10	in	in	ADP
ijassa-573	42	11	the	the	DET
ijassa-573	42	12	construction	construction	NOUN
ijassa-573	42	13	of	of	ADP
ijassa-573	42	14	common	common	ADJ
ijassa-573	42	15	industrial	industrial	ADJ
ijassa-573	42	16	frequency	frequency	NOUN
ijassa-573	42	17	-	-	PUNCT
ijassa-573	42	18	controlled	control	VERB
ijassa-573	42	19	electric	electric	ADJ
ijassa-573	42	20	drives	drive	NOUN
ijassa-573	42	21	,	,	PUNCT
ijassa-573	42	22	one	one	NUM
ijassa-573	42	23	of	of	ADP
ijassa-573	42	24	the	the	DET
ijassa-573	42	25	main	main	ADJ
ijassa-573	42	26	requirements	requirement	NOUN
ijassa-573	42	27	for	for	ADP
ijassa-573	42	28	which	which	PRON
ijassa-573	42	29	is	be	AUX
ijassa-573	42	30	the	the	DET
ijassa-573	42	31	rejection	rejection	NOUN
ijassa-573	42	32	of	of	ADP
ijassa-573	42	33	the	the	DET
ijassa-573	42	34	use	use	NOUN
ijassa-573	42	35	of	of	ADP
ijassa-573	42	36	external	external	ADJ
ijassa-573	42	37	in	in	ADP
ijassa-573	42	38	relation	relation	NOUN
ijassa-573	42	39	to	to	ADP
ijassa-573	42	40	the	the	DET
ijassa-573	42	41	controlled	control	VERB
ijassa-573	42	42	source	source	NOUN
ijassa-573	42	43	of	of	ADP
ijassa-573	42	44	electrical	electrical	ADJ
ijassa-573	42	45	energy	energy	NOUN
ijassa-573	42	46	(	(	PUNCT
ijassa-573	42	47	pm	pm	NOUN
ijassa-573	42	48	)	)	PUNCT
ijassa-573	42	49	sensors	sensor	NOUN
ijassa-573	42	50	,	,	PUNCT
ijassa-573	42	51	including	include	VERB
ijassa-573	42	52	sensors	sensor	NOUN
ijassa-573	42	53	directly	directly	ADV
ijassa-573	42	54	controlled	control	VERB
ijassa-573	42	55	coordinates	coordinate	NOUN
ijassa-573	42	56	of	of	ADP
ijassa-573	42	57	mechanical	mechanical	ADJ
ijassa-573	42	58	motion	motion	NOUN
ijassa-573	42	59	.	.	PUNCT
ijassa-573	43	1	134	134	NUM
ijassa-573	43	2	v.m	v.m	PROPN
ijassa-573	43	3	.	.	PROPN
ijassa-573	43	4	buyankin	buyankin	PROPN
ijassa-573	43	5	copyright	copyright	NOUN
ijassa-573	43	6	©	©	PROPN
ijassa-573	43	7	2018	2018	NUM
ijassa-573	43	8	assa	assa	NOUN
ijassa-573	43	9	.	.	PUNCT
ijassa-573	44	1	adv	adv	PROPN
ijassa-573	44	2	.	.	PUNCT
ijassa-573	45	1	in	in	ADP
ijassa-573	45	2	systems	system	NOUN
ijassa-573	45	3	science	science	NOUN
ijassa-573	45	4	and	and	CCONJ
ijassa-573	45	5	appl	appl	NOUN
ijassa-573	45	6	.	.	PUNCT
ijassa-573	46	1	(	(	PUNCT
ijassa-573	46	2	2018	2018	NUM
ijassa-573	46	3	)	)	PUNCT
ijassa-573	46	4	4	4	NUM
ijassa-573	46	5	.	.	NOUN
ijassa-573	46	6	results	result	NOUN
ijassa-573	46	7	and	and	CCONJ
ijassa-573	46	8	discussions	discussion	NOUN
ijassa-573	46	9	electric	electric	ADJ
ijassa-573	46	10	drives	drive	NOUN
ijassa-573	46	11	are	be	AUX
ijassa-573	46	12	used	use	VERB
ijassa-573	46	13	in	in	ADP
ijassa-573	46	14	many	many	ADJ
ijassa-573	46	15	branches	branch	NOUN
ijassa-573	46	16	of	of	ADP
ijassa-573	46	17	production	production	NOUN
ijassa-573	46	18	such	such	ADJ
ijassa-573	46	19	as	as	ADP
ijassa-573	46	20	machine	machine	NOUN
ijassa-573	46	21	-	-	PUNCT
ijassa-573	46	22	tool	tool	NOUN
ijassa-573	46	23	building	building	NOUN
ijassa-573	46	24	,	,	PUNCT
ijassa-573	46	25	mechanical	mechanical	ADJ
ijassa-573	46	26	engineering	engineering	NOUN
ijassa-573	46	27	,	,	PUNCT
ijassa-573	46	28	in	in	ADP
ijassa-573	46	29	the	the	DET
ijassa-573	46	30	mining	mining	NOUN
ijassa-573	46	31	and	and	CCONJ
ijassa-573	46	32	oil	oil	NOUN
ijassa-573	46	33	-	-	PUNCT
ijassa-573	46	34	extracting	extract	VERB
ijassa-573	46	35	industry	industry	NOUN
ijassa-573	46	36	.	.	PUNCT
ijassa-573	47	1	the	the	DET
ijassa-573	47	2	motors	motor	NOUN
ijassa-573	47	3	work	work	VERB
ijassa-573	47	4	with	with	ADP
ijassa-573	47	5	a	a	DET
ijassa-573	47	6	variety	variety	NOUN
ijassa-573	47	7	of	of	ADP
ijassa-573	47	8	loads	load	NOUN
ijassa-573	47	9	in	in	ADP
ijassa-573	47	10	various	various	ADJ
ijassa-573	47	11	modes	mode	NOUN
ijassa-573	47	12	:	:	PUNCT
ijassa-573	47	13	long	long	ADV
ijassa-573	47	14	lasting	lasting	ADJ
ijassa-573	47	15	,	,	PUNCT
ijassa-573	47	16	intermittent	intermittent	ADJ
ijassa-573	47	17	,	,	PUNCT
ijassa-573	47	18	short	short	ADJ
ijassa-573	47	19	-	-	PUNCT
ijassa-573	47	20	term	term	NOUN
ijassa-573	47	21	modes	mode	NOUN
ijassa-573	47	22	.	.	PUNCT
ijassa-573	48	1	during	during	ADP
ijassa-573	48	2	operation	operation	NOUN
ijassa-573	48	3	,	,	PUNCT
ijassa-573	48	4	the	the	DET
ijassa-573	48	5	drive	drive	ADJ
ijassa-573	48	6	equipment	equipment	NOUN
ijassa-573	48	7	wears	wear	VERB
ijassa-573	48	8	out	out	ADP
ijassa-573	48	9	over	over	ADP
ijassa-573	48	10	time	time	NOUN
ijassa-573	48	11	,	,	PUNCT
ijassa-573	48	12	which	which	PRON
ijassa-573	48	13	leads	lead	VERB
ijassa-573	48	14	to	to	ADP
ijassa-573	48	15	deterioration	deterioration	NOUN
ijassa-573	48	16	of	of	ADP
ijassa-573	48	17	static	static	ADJ
ijassa-573	48	18	and	and	CCONJ
ijassa-573	48	19	dynamic	dynamic	ADJ
ijassa-573	48	20	characteristics	characteristic	NOUN
ijassa-573	48	21	,	,	PUNCT
ijassa-573	48	22	and	and	CCONJ
ijassa-573	48	23	sometimes	sometimes	ADV
ijassa-573	48	24	to	to	ADP
ijassa-573	48	25	emergency	emergency	NOUN
ijassa-573	48	26	situations	situation	NOUN
ijassa-573	48	27	.	.	PUNCT
ijassa-573	49	1	therefore	therefore	ADV
ijassa-573	49	2	,	,	PUNCT
ijassa-573	49	3	the	the	DET
ijassa-573	49	4	prediction	prediction	NOUN
ijassa-573	49	5	and	and	CCONJ
ijassa-573	49	6	timely	timely	ADJ
ijassa-573	49	7	detection	detection	NOUN
ijassa-573	49	8	of	of	ADP
ijassa-573	49	9	faults	fault	NOUN
ijassa-573	49	10	of	of	ADP
ijassa-573	49	11	electric	electric	ADJ
ijassa-573	49	12	equipment	equipment	NOUN
ijassa-573	49	13	is	be	AUX
ijassa-573	49	14	an	an	DET
ijassa-573	49	15	urgent	urgent	ADJ
ijassa-573	49	16	task	task	NOUN
ijassa-573	49	17	.	.	PUNCT
ijassa-573	50	1	however	however	ADV
ijassa-573	50	2	,	,	PUNCT
ijassa-573	50	3	predicting	predict	VERB
ijassa-573	50	4	the	the	DET
ijassa-573	50	5	malfunctions	malfunction	NOUN
ijassa-573	50	6	of	of	ADP
ijassa-573	50	7	the	the	DET
ijassa-573	50	8	electric	electric	ADJ
ijassa-573	50	9	drive	drive	NOUN
ijassa-573	50	10	equipment	equipment	NOUN
ijassa-573	50	11	is	be	AUX
ijassa-573	50	12	quite	quite	ADV
ijassa-573	50	13	difficult	difficult	ADJ
ijassa-573	50	14	and	and	CCONJ
ijassa-573	50	15	time	time	NOUN
ijassa-573	50	16	-	-	PUNCT
ijassa-573	50	17	consuming	consume	VERB
ijassa-573	50	18	task	task	NOUN
ijassa-573	50	19	.	.	PUNCT
ijassa-573	51	1	a	a	DET
ijassa-573	51	2	large	large	ADJ
ijassa-573	51	3	number	number	NOUN
ijassa-573	51	4	of	of	ADP
ijassa-573	51	5	diagnostic	diagnostic	ADJ
ijassa-573	51	6	systems	system	NOUN
ijassa-573	51	7	have	have	AUX
ijassa-573	51	8	been	be	AUX
ijassa-573	51	9	developed	develop	VERB
ijassa-573	51	10	for	for	ADP
ijassa-573	51	11	fault	fault	NOUN
ijassa-573	51	12	detection	detection	NOUN
ijassa-573	51	13	,	,	PUNCT
ijassa-573	51	14	but	but	CCONJ
ijassa-573	51	15	it	it	PRON
ijassa-573	51	16	is	be	AUX
ijassa-573	51	17	not	not	PART
ijassa-573	51	18	possible	possible	ADJ
ijassa-573	51	19	to	to	PART
ijassa-573	51	20	determine	determine	VERB
ijassa-573	51	21	the	the	DET
ijassa-573	51	22	whole	whole	ADJ
ijassa-573	51	23	range	range	NOUN
ijassa-573	51	24	of	of	ADP
ijassa-573	51	25	faults	fault	NOUN
ijassa-573	51	26	of	of	ADP
ijassa-573	51	27	the	the	DET
ijassa-573	51	28	electric	electric	ADJ
ijassa-573	51	29	drive	drive	NOUN
ijassa-573	51	30	equipment	equipment	NOUN
ijassa-573	51	31	by	by	ADP
ijassa-573	51	32	one	one	NUM
ijassa-573	51	33	hundred	hundred	NUM
ijassa-573	51	34	percent	percent	NOUN
ijassa-573	51	35	.	.	PUNCT
ijassa-573	52	1	to	to	PART
ijassa-573	52	2	improve	improve	VERB
ijassa-573	52	3	the	the	DET
ijassa-573	52	4	quality	quality	NOUN
ijassa-573	52	5	of	of	ADP
ijassa-573	52	6	diagnostics	diagnostic	NOUN
ijassa-573	52	7	,	,	PUNCT
ijassa-573	52	8	we	we	PRON
ijassa-573	52	9	propose	propose	VERB
ijassa-573	52	10	systems	system	NOUN
ijassa-573	52	11	with	with	ADP
ijassa-573	52	12	neural	neural	ADJ
ijassa-573	52	13	networks	network	NOUN
ijassa-573	52	14	that	that	PRON
ijassa-573	52	15	have	have	AUX
ijassa-573	52	16	proven	prove	VERB
ijassa-573	52	17	themselves	themselves	PRON
ijassa-573	52	18	quite	quite	ADV
ijassa-573	52	19	well	well	ADV
ijassa-573	52	20	in	in	ADP
ijassa-573	52	21	pattern	pattern	NOUN
ijassa-573	52	22	recognition	recognition	NOUN
ijassa-573	52	23	and	and	CCONJ
ijassa-573	52	24	approximation	approximation	NOUN
ijassa-573	52	25	of	of	ADP
ijassa-573	52	26	complex	complex	ADJ
ijassa-573	52	27	nonlinear	nonlinear	ADJ
ijassa-573	52	28	dependencies	dependency	NOUN
ijassa-573	52	29	[	[	X
ijassa-573	52	30	1	1	NUM
ijassa-573	52	31	]	]	PUNCT
ijassa-573	52	32	.	.	PUNCT
ijassa-573	53	1	fault	fault	VERB
ijassa-573	53	2	diagnosis	diagnosis	NOUN
ijassa-573	53	3	by	by	ADP
ijassa-573	53	4	many	many	ADJ
ijassa-573	53	5	criteria	criterion	NOUN
ijassa-573	53	6	coincides	coincide	VERB
ijassa-573	53	7	with	with	ADP
ijassa-573	53	8	pattern	pattern	NOUN
ijassa-573	53	9	recognition	recognition	NOUN
ijassa-573	53	10	and	and	CCONJ
ijassa-573	53	11	therefore	therefore	ADV
ijassa-573	53	12	,	,	PUNCT
ijassa-573	53	13	using	use	VERB
ijassa-573	53	14	neural	neural	ADJ
ijassa-573	53	15	networks	network	NOUN
ijassa-573	53	16	,	,	PUNCT
ijassa-573	53	17	it	it	PRON
ijassa-573	53	18	is	be	AUX
ijassa-573	53	19	possible	possible	ADJ
ijassa-573	53	20	to	to	PART
ijassa-573	53	21	achieve	achieve	VERB
ijassa-573	53	22	higher	high	ADJ
ijassa-573	53	23	results	result	NOUN
ijassa-573	53	24	of	of	ADP
ijassa-573	53	25	fault	fault	NOUN
ijassa-573	53	26	detection	detection	NOUN
ijassa-573	53	27	of	of	ADP
ijassa-573	53	28	electric	electric	ADJ
ijassa-573	53	29	drive	drive	NOUN
ijassa-573	53	30	equipment	equipment	NOUN
ijassa-573	53	31	compared	compare	VERB
ijassa-573	53	32	to	to	ADP
ijassa-573	53	33	other	other	ADJ
ijassa-573	53	34	diagnostic	diagnostic	ADJ
ijassa-573	53	35	systems	system	NOUN
ijassa-573	53	36	.	.	PUNCT
ijassa-573	54	1	there	there	PRON
ijassa-573	54	2	is	be	VERB
ijassa-573	54	3	a	a	DET
ijassa-573	54	4	wide	wide	ADJ
ijassa-573	54	5	variety	variety	NOUN
ijassa-573	54	6	of	of	ADP
ijassa-573	54	7	neural	neural	ADJ
ijassa-573	54	8	networks	network	NOUN
ijassa-573	54	9	that	that	PRON
ijassa-573	54	10	differ	differ	VERB
ijassa-573	54	11	from	from	ADP
ijassa-573	54	12	each	each	DET
ijassa-573	54	13	other	other	ADJ
ijassa-573	54	14	in	in	ADP
ijassa-573	54	15	their	their	PRON
ijassa-573	54	16	advantages	advantage	NOUN
ijassa-573	54	17	and	and	CCONJ
ijassa-573	54	18	disadvantages	disadvantage	NOUN
ijassa-573	54	19	.	.	PUNCT
ijassa-573	55	1	when	when	SCONJ
ijassa-573	55	2	designing	design	VERB
ijassa-573	55	3	a	a	DET
ijassa-573	55	4	system	system	NOUN
ijassa-573	55	5	neurodiagnostics	neurodiagnostic	NOUN
ijassa-573	55	6	stop	stop	VERB
ijassa-573	55	7	your	your	PRON
ijassa-573	55	8	choice	choice	NOUN
ijassa-573	55	9	on	on	ADP
ijassa-573	55	10	neural	neural	ADJ
ijassa-573	55	11	networks	network	NOUN
ijassa-573	55	12	like	like	ADP
ijassa-573	55	13	:	:	PUNCT
ijassa-573	55	14	newff	newff	PROPN
ijassa-573	55	15	and	and	CCONJ
ijassa-573	55	16	anfis	anfi	VERB
ijassa-573	55	17	[	[	X
ijassa-573	55	18	2	2	NUM
ijassa-573	55	19	]	]	PUNCT
ijassa-573	55	20	.	.	PUNCT
ijassa-573	56	1	that	that	PRON
ijassa-573	56	2	is	be	AUX
ijassa-573	56	3	,	,	PUNCT
ijassa-573	56	4	we	we	PRON
ijassa-573	56	5	will	will	AUX
ijassa-573	56	6	develop	develop	VERB
ijassa-573	56	7	a	a	DET
ijassa-573	56	8	combined	combine	VERB
ijassa-573	56	9	neuroprotection	neuroprotection	NOUN
ijassa-573	56	10	system	system	NOUN
ijassa-573	56	11	with	with	ADP
ijassa-573	56	12	an	an	DET
ijassa-573	56	13	expert	expert	ADJ
ijassa-573	56	14	neural	neural	ADJ
ijassa-573	56	15	network	network	NOUN
ijassa-573	56	16	approach	approach	NOUN
ijassa-573	56	17	.	.	PUNCT
ijassa-573	57	1	for	for	ADP
ijassa-573	57	2	initial	initial	ADJ
ijassa-573	57	3	identification	identification	NOUN
ijassa-573	57	4	of	of	ADP
ijassa-573	57	5	faulty	faulty	ADJ
ijassa-573	57	6	components	component	NOUN
ijassa-573	57	7	of	of	ADP
ijassa-573	57	8	the	the	DET
ijassa-573	57	9	electric	electric	ADJ
ijassa-573	57	10	drive	drive	NOUN
ijassa-573	57	11	is	be	AUX
ijassa-573	57	12	advisable	advisable	ADJ
ijassa-573	57	13	to	to	PART
ijassa-573	57	14	use	use	VERB
ijassa-573	57	15	neuroprogenitor	neuroprogenitor	NOUN
ijassa-573	57	16	on	on	ADP
ijassa-573	57	17	the	the	DET
ijassa-573	57	18	basis	basis	NOUN
ijassa-573	57	19	of	of	ADP
ijassa-573	57	20	neural	neural	ADJ
ijassa-573	57	21	networks	network	NOUN
ijassa-573	57	22	like	like	ADP
ijassa-573	57	23	:	:	PUNCT
ijassa-573	57	24	newff	newff	PROPN
ijassa-573	57	25	and	and	CCONJ
ijassa-573	57	26	anfis	anfi	VERB
ijassa-573	57	27	,	,	PUNCT
ijassa-573	57	28	and	and	CCONJ
ijassa-573	57	29	for	for	ADP
ijassa-573	57	30	a	a	DET
ijassa-573	57	31	more	more	ADV
ijassa-573	57	32	detailed	detailed	ADJ
ijassa-573	57	33	examination	examination	NOUN
ijassa-573	57	34	of	of	ADP
ijassa-573	57	35	the	the	DET
ijassa-573	57	36	health	health	NOUN
ijassa-573	57	37	elements	element	NOUN
ijassa-573	57	38	of	of	ADP
ijassa-573	57	39	the	the	DET
ijassa-573	57	40	drive	drive	NOUN
ijassa-573	57	41	it	it	PRON
ijassa-573	57	42	is	be	AUX
ijassa-573	57	43	advisable	advisable	ADJ
ijassa-573	57	44	to	to	PART
ijassa-573	57	45	use	use	VERB
ijassa-573	57	46	the	the	DET
ijassa-573	57	47	system	system	NOUN
ijassa-573	57	48	neuroprogenitor	neuroprogenitor	NOUN
ijassa-573	57	49	with	with	ADP
ijassa-573	57	50	expert	expert	NOUN
ijassa-573	57	51	neural	neural	ADJ
ijassa-573	57	52	network	network	NOUN
ijassa-573	57	53	approach	approach	NOUN
ijassa-573	57	54	fig	fig	NOUN
ijassa-573	57	55	.	.	PUNCT
ijassa-573	58	1	1	1	NUM
ijassa-573	58	2	fig	fig	NOUN
ijassa-573	58	3	.	.	PUNCT
ijassa-573	59	1	1	1	X
ijassa-573	59	2	.	.	X
ijassa-573	59	3	system	system	NOUN
ijassa-573	59	4	neuroprogenitor	neuroprogenitor	NOUN
ijassa-573	59	5	neuroprotection	neuroprotection	NOUN
ijassa-573	59	6	and	and	CCONJ
ijassa-573	59	7	timely	timely	ADJ
ijassa-573	59	8	troubleshooting	troubleshooting	NOUN
ijassa-573	59	9	of	of	ADP
ijassa-573	59	10	electric	electric	ADJ
ijassa-573	59	11	drive	drive	PROPN
ijassa-573	59	12	equipment	equipment	NOUN
ijassa-573	59	13	135	135	NUM
ijassa-573	59	14	copyright	copyright	NOUN
ijassa-573	59	15	©	©	PROPN
ijassa-573	59	16	2018	2018	NUM
ijassa-573	59	17	assa	assa	NOUN
ijassa-573	59	18	.	.	PUNCT
ijassa-573	60	1	adv	adv	PROPN
ijassa-573	60	2	.	.	PUNCT
ijassa-573	61	1	in	in	ADP
ijassa-573	61	2	systems	system	NOUN
ijassa-573	61	3	science	science	NOUN
ijassa-573	61	4	and	and	CCONJ
ijassa-573	61	5	appl	appl	NOUN
ijassa-573	61	6	.	.	PUNCT
ijassa-573	62	1	(	(	PUNCT
ijassa-573	62	2	2018	2018	NUM
ijassa-573	62	3	)	)	PUNCT
ijassa-573	62	4	the	the	DET
ijassa-573	62	5	purpose	purpose	NOUN
ijassa-573	62	6	of	of	ADP
ijassa-573	62	7	building	build	VERB
ijassa-573	62	8	a	a	DET
ijassa-573	62	9	neural	neural	ADJ
ijassa-573	62	10	network	network	NOUN
ijassa-573	62	11	expert	expert	NOUN
ijassa-573	62	12	system	system	NOUN
ijassa-573	62	13	is	be	AUX
ijassa-573	62	14	the	the	DET
ijassa-573	62	15	initial	initial	ADJ
ijassa-573	62	16	prediction	prediction	NOUN
ijassa-573	62	17	of	of	ADP
ijassa-573	62	18	faulty	faulty	ADJ
ijassa-573	62	19	electric	electric	ADJ
ijassa-573	62	20	drive	drive	PROPN
ijassa-573	62	21	units	unit	NOUN
ijassa-573	62	22	,	,	PUNCT
ijassa-573	62	23	which	which	PRON
ijassa-573	62	24	consists	consist	VERB
ijassa-573	62	25	of	of	ADP
ijassa-573	62	26	a	a	DET
ijassa-573	62	27	neuroregulator	neuroregulator	NOUN
ijassa-573	62	28	,	,	PUNCT
ijassa-573	62	29	a	a	DET
ijassa-573	62	30	power	power	NOUN
ijassa-573	62	31	converter	converter	NOUN
ijassa-573	62	32	,	,	PUNCT
ijassa-573	62	33	an	an	DET
ijassa-573	62	34	electric	electric	ADJ
ijassa-573	62	35	motor	motor	NOUN
ijassa-573	62	36	,	,	PUNCT
ijassa-573	62	37	a	a	DET
ijassa-573	62	38	load	load	NOUN
ijassa-573	62	39	mechanism	mechanism	NOUN
ijassa-573	62	40	fig	fig	NOUN
ijassa-573	62	41	.	.	PUNCT
ijassa-573	63	1	.2	.2	NUM
ijassa-573	63	2	fig	fig	NOUN
ijassa-573	63	3	.	.	PUNCT
ijassa-573	64	1	2	2	X
ijassa-573	64	2	.	.	X
ijassa-573	64	3	block	block	NOUN
ijassa-573	64	4	diagram	diagram	NOUN
ijassa-573	64	5	of	of	ADP
ijassa-573	64	6	electric	electric	ADJ
ijassa-573	64	7	drive	drive	VERB
ijassa-573	64	8	the	the	DET
ijassa-573	64	9	operation	operation	NOUN
ijassa-573	64	10	of	of	ADP
ijassa-573	64	11	the	the	DET
ijassa-573	64	12	actuator	actuator	NOUN
ijassa-573	64	13	must	must	AUX
ijassa-573	64	14	comply	comply	VERB
ijassa-573	64	15	with	with	ADP
ijassa-573	64	16	the	the	DET
ijassa-573	64	17	rated	rate	VERB
ijassa-573	64	18	static	static	ADJ
ijassa-573	64	19	and	and	CCONJ
ijassa-573	64	20	dynamic	dynamic	ADJ
ijassa-573	64	21	characteristics	characteristic	NOUN
ijassa-573	64	22	.	.	PUNCT
ijassa-573	65	1	at	at	ADP
ijassa-573	65	2	rated	rate	VERB
ijassa-573	65	3	load	load	NOUN
ijassa-573	65	4	,	,	PUNCT
ijassa-573	65	5	the	the	DET
ijassa-573	65	6	actuator	actuator	NOUN
ijassa-573	65	7	must	must	AUX
ijassa-573	65	8	have	have	VERB
ijassa-573	65	9	a	a	DET
ijassa-573	65	10	nominal	nominal	ADJ
ijassa-573	65	11	armature	armature	NOUN
ijassa-573	65	12	voltage	voltage	NOUN
ijassa-573	65	13	,	,	PUNCT
ijassa-573	65	14	rated	rate	VERB
ijassa-573	65	15	current	current	ADJ
ijassa-573	65	16	,	,	PUNCT
ijassa-573	65	17	nominal	nominal	ADJ
ijassa-573	65	18	speed	speed	NOUN
ijassa-573	65	19	,	,	PUNCT
ijassa-573	65	20	which	which	PRON
ijassa-573	65	21	is	be	AUX
ijassa-573	65	22	displayed	display	VERB
ijassa-573	65	23	on	on	ADP
ijassa-573	65	24	the	the	DET
ijassa-573	65	25	family	family	NOUN
ijassa-573	65	26	of	of	ADP
ijassa-573	65	27	mechanical	mechanical	ADJ
ijassa-573	65	28	characteristics	characteristic	NOUN
ijassa-573	65	29	fig	fig	NOUN
ijassa-573	65	30	.	.	PUNCT
ijassa-573	66	1	3	3	NUM
ijassa-573	66	2	deviation	deviation	NOUN
ijassa-573	66	3	from	from	ADP
ijassa-573	66	4	the	the	DET
ijassa-573	66	5	nominal	nominal	ADJ
ijassa-573	66	6	parameters	parameter	NOUN
ijassa-573	66	7	leads	lead	VERB
ijassa-573	66	8	to	to	ADP
ijassa-573	66	9	malfunctions	malfunction	NOUN
ijassa-573	66	10	,	,	PUNCT
ijassa-573	66	11	and	and	CCONJ
ijassa-573	66	12	sometimes	sometimes	ADV
ijassa-573	66	13	to	to	ADP
ijassa-573	66	14	emergency	emergency	NOUN
ijassa-573	66	15	situations	situation	NOUN
ijassa-573	66	16	of	of	ADP
ijassa-573	66	17	the	the	DET
ijassa-573	66	18	electric	electric	ADJ
ijassa-573	66	19	drive	drive	NOUN
ijassa-573	66	20	equipment	equipment	NOUN
ijassa-573	66	21	.	.	PUNCT
ijassa-573	67	1	we	we	PRON
ijassa-573	67	2	will	will	AUX
ijassa-573	67	3	consider	consider	VERB
ijassa-573	67	4	as	as	ADP
ijassa-573	67	5	faulty	faulty	ADJ
ijassa-573	67	6	the	the	DET
ijassa-573	67	7	electric	electric	ADJ
ijassa-573	67	8	drive	drive	NOUN
ijassa-573	67	9	of	of	ADP
ijassa-573	67	10	deviation	deviation	NOUN
ijassa-573	67	11	of	of	ADP
ijassa-573	67	12	parameters	parameter	NOUN
ijassa-573	67	13	which	which	PRON
ijassa-573	67	14	exceed	exceed	VERB
ijassa-573	67	15	the	the	DET
ijassa-573	67	16	maximum	maximum	ADJ
ijassa-573	67	17	deviations	deviation	NOUN
ijassa-573	67	18	.	.	PUNCT
ijassa-573	68	1	136	136	NUM
ijassa-573	68	2	v.m	v.m	PROPN
ijassa-573	68	3	.	.	PROPN
ijassa-573	68	4	buyankin	buyankin	PROPN
ijassa-573	68	5	copyright	copyright	NOUN
ijassa-573	68	6	©	©	PROPN
ijassa-573	68	7	2018	2018	NUM
ijassa-573	68	8	assa	assa	NOUN
ijassa-573	68	9	.	.	PUNCT
ijassa-573	69	1	adv	adv	PROPN
ijassa-573	69	2	.	.	PUNCT
ijassa-573	70	1	in	in	ADP
ijassa-573	70	2	systems	system	NOUN
ijassa-573	70	3	science	science	NOUN
ijassa-573	70	4	and	and	CCONJ
ijassa-573	70	5	appl	appl	NOUN
ijassa-573	70	6	.	.	PUNCT
ijassa-573	71	1	(	(	PUNCT
ijassa-573	71	2	2018	2018	NUM
ijassa-573	71	3	)	)	PUNCT
ijassa-573	71	4	fig	fig	NOUN
ijassa-573	71	5	.	.	PUNCT
ijassa-573	72	1	3	3	X
ijassa-573	72	2	.	.	X
ijassa-573	72	3	mechanical	mechanical	ADJ
ijassa-573	72	4	characteristics	characteristic	NOUN
ijassa-573	72	5	of	of	ADP
ijassa-573	72	6	the	the	DET
ijassa-573	72	7	electric	electric	ADJ
ijassa-573	72	8	drive	drive	NOUN
ijassa-573	72	9	will	will	AUX
ijassa-573	72	10	develop	develop	VERB
ijassa-573	72	11	a	a	DET
ijassa-573	72	12	system	system	NOUN
ijassa-573	72	13	of	of	ADP
ijassa-573	72	14	neurodiagnostics	neurodiagnostic	NOUN
ijassa-573	72	15	in	in	ADP
ijassa-573	72	16	the	the	DET
ijassa-573	72	17	beat	beat	NOUN
ijassa-573	72	18	of	of	ADP
ijassa-573	72	19	a	a	DET
ijassa-573	72	20	forward	forward	ADJ
ijassa-573	72	21	current	current	NOUN
ijassa-573	72	22	in	in	ADP
ijassa-573	72	23	the	the	DET
ijassa-573	72	24	excitation	excitation	NOUN
ijassa-573	72	25	winding	wind	VERB
ijassa-573	72	26	iob(n+1	iob(n+1	PROPN
ijassa-573	72	27	)	)	PUNCT
ijassa-573	72	28	(	(	PUNCT
ijassa-573	72	29	and	and	CCONJ
ijassa-573	72	30	voltage	voltage	VERB
ijassa-573	72	31	in	in	ADP
ijassa-573	72	32	the	the	DET
ijassa-573	72	33	armature	armature	NOUN
ijassa-573	72	34	of	of	ADP
ijassa-573	72	35	the	the	DET
ijassa-573	72	36	motor	motor	NOUN
ijassa-573	72	37	(	(	PUNCT
ijassa-573	72	38	s	s	NOUN
ijassa-573	72	39	)	)	PUNCT
ijassa-573	72	40	using	use	VERB
ijassa-573	72	41	a	a	DET
ijassa-573	72	42	neural	neural	ADJ
ijassa-573	72	43	network	network	NOUN
ijassa-573	72	44	newff	newff	NOUN
ijassa-573	73	1	[	[	X
ijassa-573	73	2	3	3	NUM
ijassa-573	73	3	]	]	PUNCT
ijassa-573	73	4	.	.	PUNCT
ijassa-573	74	1	suppose	suppose	VERB
ijassa-573	74	2	there	there	PRON
ijassa-573	74	3	is	be	VERB
ijassa-573	74	4	a	a	DET
ijassa-573	74	5	database	database	NOUN
ijassa-573	74	6	containing	contain	VERB
ijassa-573	74	7	the	the	DET
ijassa-573	74	8	current	current	ADJ
ijassa-573	74	9	values	value	NOUN
ijassa-573	74	10	of	of	ADP
ijassa-573	74	11	the	the	DET
ijassa-573	74	12	iov	iov	PROPN
ijassa-573	74	13	table	table	NOUN
ijassa-573	74	14	1	1	NUM
ijassa-573	74	15	,	,	PUNCT
ijassa-573	74	16	fig	fig	NOUN
ijassa-573	74	17	.	.	PUNCT
ijassa-573	75	1	4	4	X
ijassa-573	75	2	.	.	NOUN
ijassa-573	75	3	table	table	NOUN
ijassa-573	75	4	1	1	NUM
ijassa-573	75	5	.	.	PUNCT
ijassa-573	75	6	data	datum	NOUN
ijassa-573	75	7	structure	structure	PROPN
ijassa-573	75	8	iов(n-9	iов(n-9	PROPN
ijassa-573	75	9	)	)	PUNCT
ijassa-573	75	10	iов(n-8	iов(n-8	ADJ
ijassa-573	75	11	)	)	PUNCT
ijassa-573	75	12	iов(n-7	iов(n-7	PROPN
ijassa-573	75	13	)	)	PUNCT
ijassa-573	75	14	iов(n-6	iов(n-6	PROPN
ijassa-573	75	15	)	)	PUNCT
ijassa-573	75	16	iов(n-5	iов(n-5	PROPN
ijassa-573	75	17	)	)	PUNCT
ijassa-573	75	18	iов(n-4	iов(n-4	PROPN
ijassa-573	75	19	)	)	PUNCT
ijassa-573	75	20	iов(n-3	iов(n-3	PROPN
ijassa-573	75	21	)	)	PUNCT
ijassa-573	75	22	iов(n-2	iов(n-2	PROPN
ijassa-573	75	23	)	)	PUNCT
ijassa-573	75	24	iов(n-1	iов(n-1	PROPN
ijassa-573	75	25	)	)	PUNCT
ijassa-573	75	26	iов(n	iов(n	NOUN
ijassa-573	75	27	)	)	PUNCT
ijassa-573	75	28	iов(n+1	iов(n+1	PROPN
ijassa-573	75	29	)	)	PUNCT
ijassa-573	75	30	203ма	203ма	NOUN
ijassa-573	75	31	192ма	192ма	PROPN
ijassa-573	75	32	203ма	203ма	PROPN
ijassa-573	75	33	230ма	230ма	PROPN
ijassa-573	75	34	200ма	200ма	PROPN
ijassa-573	75	35	198ма	198ма	PROPN
ijassa-573	75	36	205ма	205ма	PROPN
ijassa-573	75	37	199ма	199ма	PROPN
ijassa-573	75	38	190ма	190ма	PROPN
ijassa-573	75	39	206ма	206ма	PROPN
ijassa-573	75	40	?	?	PUNCT
ijassa-573	76	1	fig	fig	NOUN
ijassa-573	76	2	.	.	PUNCT
ijassa-573	77	1	4	4	X
ijassa-573	77	2	.	.	X
ijassa-573	77	3	value	value	NOUN
ijassa-573	77	4	of	of	ADP
ijassa-573	77	5	current	current	ADJ
ijassa-573	77	6	iов	iов	ADJ
ijassa-573	77	7	neuroprotection	neuroprotection	NOUN
ijassa-573	77	8	and	and	CCONJ
ijassa-573	77	9	timely	timely	ADJ
ijassa-573	77	10	troubleshooting	troubleshooting	NOUN
ijassa-573	77	11	of	of	ADP
ijassa-573	77	12	electric	electric	ADJ
ijassa-573	77	13	drive	drive	NOUN
ijassa-573	77	14	equipment	equipment	NOUN
ijassa-573	77	15	137	137	NUM
ijassa-573	77	16	copyright	copyright	NOUN
ijassa-573	77	17	©	©	PROPN
ijassa-573	77	18	2018	2018	NUM
ijassa-573	77	19	assa	assa	NOUN
ijassa-573	77	20	.	.	PUNCT
ijassa-573	78	1	adv	adv	PROPN
ijassa-573	78	2	.	.	PUNCT
ijassa-573	79	1	in	in	ADP
ijassa-573	79	2	systems	system	NOUN
ijassa-573	79	3	science	science	NOUN
ijassa-573	79	4	and	and	CCONJ
ijassa-573	79	5	appl	appl	NOUN
ijassa-573	79	6	.	.	PUNCT
ijassa-573	80	1	(	(	PUNCT
ijassa-573	80	2	2018	2018	NUM
ijassa-573	80	3	)	)	PUNCT
ijassa-573	80	4	six	six	NUM
ijassa-573	80	5	lines	line	NOUN
ijassa-573	80	6	of	of	ADP
ijassa-573	80	7	training	training	NOUN
ijassa-573	80	8	samples	sample	NOUN
ijassa-573	80	9	for	for	ADP
ijassa-573	80	10	a	a	DET
ijassa-573	80	11	neural	neural	ADJ
ijassa-573	80	12	network	network	NOUN
ijassa-573	80	13	consists	consist	VERB
ijassa-573	80	14	of	of	ADP
ijassa-573	80	15	four	four	NUM
ijassa-573	80	16	inputs	input	NOUN
ijassa-573	80	17	i1	i1	PROPN
ijassa-573	80	18	,	,	PUNCT
ijassa-573	80	19	i2	i2	PROPN
ijassa-573	80	20	,	,	PUNCT
ijassa-573	80	21	i3	i3	PROPN
ijassa-573	80	22	,	,	PUNCT
ijassa-573	80	23	i4	i4	PROPN
ijassa-573	80	24	data	data	PROPN
ijassa-573	80	25	,	,	PUNCT
ijassa-573	80	26	and	and	CCONJ
ijassa-573	80	27	the	the	DET
ijassa-573	80	28	desired	desire	VERB
ijassa-573	80	29	output	output	NOUN
ijassa-573	80	30	is	be	AUX
ijassa-573	80	31	the	the	DET
ijassa-573	80	32	data	datum	NOUN
ijassa-573	80	33	of	of	ADP
ijassa-573	80	34	the	the	DET
ijassa-573	80	35	subsequent	subsequent	ADJ
ijassa-573	80	36	clock	clock	NOUN
ijassa-573	80	37	i5	i5	NOUN
ijassa-573	80	38	(	(	PUNCT
ijassa-573	80	39	table	table	NOUN
ijassa-573	80	40	2	2	NUM
ijassa-573	80	41	)	)	PUNCT
ijassa-573	80	42	.	.	PUNCT
ijassa-573	81	1	the	the	DET
ijassa-573	81	2	neural	neural	ADJ
ijassa-573	81	3	network	network	NOUN
ijassa-573	81	4	training	training	NOUN
ijassa-573	81	5	was	be	AUX
ijassa-573	81	6	carried	carry	VERB
ijassa-573	81	7	out	out	ADP
ijassa-573	81	8	in	in	ADP
ijassa-573	81	9	the	the	DET
ijassa-573	81	10	matlab	matlab	PROPN
ijassa-573	81	11	environment	environment	PROPN
ijassa-573	81	12	.	.	PUNCT
ijassa-573	82	1	table	table	NOUN
ijassa-573	82	2	2	2	NUM
ijassa-573	82	3	.	.	X
ijassa-573	82	4	matrix	matrix	NOUN
ijassa-573	82	5	for	for	ADP
ijassa-573	82	6	training	train	VERB
ijassa-573	82	7	the	the	DET
ijassa-573	82	8	neural	neural	ADJ
ijassa-573	82	9	network	network	NOUN
ijassa-573	82	10	1i	1i	NUM
ijassa-573	82	11	2i	2i	NUM
ijassa-573	82	12	3i	3i	ADJ
ijassa-573	82	13	4i	4i	NOUN
ijassa-573	82	14	5i	5i	NUM
ijassa-573	82	15	203	203	NUM
ijassa-573	82	16	192	192	NUM
ijassa-573	82	17	203	203	NUM
ijassa-573	82	18	230	230	NUM
ijassa-573	82	19	200	200	NUM
ijassa-573	82	20	192	192	NUM
ijassa-573	82	21	203	203	NUM
ijassa-573	82	22	230	230	NUM
ijassa-573	82	23	200	200	NUM
ijassa-573	82	24	198	198	NUM
ijassa-573	82	25	203	203	NUM
ijassa-573	82	26	230	230	NUM
ijassa-573	82	27	200	200	NUM
ijassa-573	82	28	198	198	NUM
ijassa-573	82	29	205	205	NUM
ijassa-573	82	30	230	230	NUM
ijassa-573	82	31	200	200	NUM
ijassa-573	82	32	198	198	NUM
ijassa-573	82	33	205	205	NUM
ijassa-573	82	34	199	199	NUM
ijassa-573	82	35	200	200	NUM
ijassa-573	82	36	198	198	NUM
ijassa-573	82	37	205	205	NUM
ijassa-573	82	38	199	199	NUM
ijassa-573	82	39	190	190	NUM
ijassa-573	82	40	198	198	NUM
ijassa-573	82	41	205	205	NUM
ijassa-573	82	42	199	199	NUM
ijassa-573	82	43	190	190	NUM
ijassa-573	82	44	200	200	NUM
ijassa-573	82	45	the	the	DET
ijassa-573	82	46	newff	newff	PROPN
ijassa-573	82	47	predictive	predictive	ADJ
ijassa-573	82	48	neural	neural	ADJ
ijassa-573	82	49	network	network	NOUN
ijassa-573	82	50	has	have	VERB
ijassa-573	82	51	four	four	NUM
ijassa-573	82	52	inputs	input	NOUN
ijassa-573	82	53	and	and	CCONJ
ijassa-573	82	54	one	one	NUM
ijassa-573	82	55	output	output	NOUN
ijassa-573	82	56	(	(	PUNCT
ijassa-573	82	57	fig	fig	NOUN
ijassa-573	82	58	.	.	PUNCT
ijassa-573	83	1	5	5	NUM
ijassa-573	83	2	)	)	PUNCT
ijassa-573	83	3	.	.	PUNCT
ijassa-573	84	1	fig	fig	NOUN
ijassa-573	84	2	.	.	PUNCT
ijassa-573	85	1	5	5	X
ijassa-573	85	2	.	.	X
ijassa-573	85	3	newff	newff	PROPN
ijassa-573	85	4	predictive	predictive	ADJ
ijassa-573	85	5	neural	neural	ADJ
ijassa-573	85	6	network	network	NOUN
ijassa-573	85	7	system	system	NOUN
ijassa-573	85	8	neurodiagnostics	neurodiagnostic	VERB
ijassa-573	85	9	in	in	ADP
ijassa-573	85	10	tact	tact	NOUN
ijassa-573	85	11	ahead	ahead	ADV
ijassa-573	85	12	of	of	ADP
ijassa-573	85	13	the	the	DET
ijassa-573	85	14	current	current	NOUN
ijassa-573	85	15	in	in	ADP
ijassa-573	85	16	the	the	DET
ijassa-573	85	17	excitation	excitation	NOUN
ijassa-573	85	18	winding	wind	VERB
ijassa-573	85	19	i5	i5	NOUN
ijassa-573	85	20	,	,	PUNCT
ijassa-573	85	21	iов(n+1	iов(n+1	PROPN
ijassa-573	85	22	)	)	PUNCT
ijassa-573	85	23	described	describe	VERB
ijassa-573	85	24	by	by	ADP
ijassa-573	85	25	the	the	DET
ijassa-573	85	26	following	follow	VERB
ijassa-573	85	27	system	system	NOUN
ijassa-573	85	28	of	of	ADP
ijassa-573	85	29	neuromante	neuromante	NOUN
ijassa-573	85	30	[	[	X
ijassa-573	85	31	4	4	NUM
ijassa-573	85	32	]	]	PUNCT
ijassa-573	85	33	.	.	PUNCT
ijassa-573	86	1	,	,	PUNCT
ijassa-573	86	2	tan	tan	PROPN
ijassa-573	86	3	,	,	PUNCT
ijassa-573	86	4	,	,	PUNCT
ijassa-573	86	5	tan	tan	PROPN
ijassa-573	86	6	,	,	PUNCT
ijassa-573	86	7	tan	tan	PROPN
ijassa-573	86	8	,	,	PUNCT
ijassa-573	86	9	tan	tan	PROPN
ijassa-573	86	10	,	,	PUNCT
ijassa-573	86	11	tan	tan	PROPN
ijassa-573	86	12	,	,	PUNCT
ijassa-573	86	13	,	,	PUNCT
ijassa-573	86	14	,	,	PUNCT
ijassa-573	86	15	,	,	PUNCT
ijassa-573	86	16	'	'	PUNCT
ijassa-573	86	17	05	05	NUM
ijassa-573	86	18	'	'	NUM
ijassa-573	86	19	1	1	NUM
ijassa-573	86	20	'	'	NUM
ijassa-573	86	21	44	44	NUM
ijassa-573	86	22	'	'	NUM
ijassa-573	86	23	33	33	NUM
ijassa-573	86	24	'	'	NUM
ijassa-573	86	25	22	22	NUM
ijassa-573	86	26	'	'	NUM
ijassa-573	86	27	11	11	NUM
ijassa-573	86	28	'	'	NOUN
ijassa-573	86	29	0	0	NUM
ijassa-573	86	30	44	44	NUM
ijassa-573	86	31	33	33	NUM
ijassa-573	86	32	22	22	NUM
ijassa-573	86	33	11	11	NUM
ijassa-573	86	34	44444334224114	44444334224114	NUM
ijassa-573	86	35	334433332213113	334433332213113	NUM
ijassa-573	86	36	22442332222112	22442332222112	NUM
ijassa-573	86	37	11141131121111	11141131121111	NUM
ijassa-573	86	38	sigyi	sigyi	PROPN
ijassa-573	86	39	bwrwrwrwry	bwrwrwrwry	NOUN
ijassa-573	86	40	siger	sig	ADJ
ijassa-573	86	41	siger	sig	ADJ
ijassa-573	86	42	siger	sig	ADJ
ijassa-573	86	43	siger	sig	ADJ
ijassa-573	86	44	bwiwiwiwie	bwiwiwiwie	PROPN
ijassa-573	86	45	bwiwiwiwie	bwiwiwiwie	PROPN
ijassa-573	86	46	bwiwiwiwie	bwiwiwiwie	NOUN
ijassa-573	86	47	bwiwiwiwie	bwiwiwiwie	NOUN
ijassa-573	86	48	=	=	PUNCT
ijassa-573	87	1	+	+	PROPN
ijassa-573	87	2	+	+	ADJ
ijassa-573	87	3	+	+	ADJ
ijassa-573	87	4	+	+	NOUN
ijassa-573	87	5	=	=	SYM
ijassa-573	87	6	=	=	SYM
ijassa-573	87	7	=	=	PUNCT
ijassa-573	87	8	=	=	PUNCT
ijassa-573	88	1	=	=	PUNCT
ijassa-573	89	1	+	+	PROPN
ijassa-573	89	2	+	+	ADJ
ijassa-573	89	3	+	+	ADJ
ijassa-573	89	4	+	+	NOUN
ijassa-573	89	5	=	=	ADJ
ijassa-573	89	6	+	+	ADJ
ijassa-573	89	7	+	+	ADJ
ijassa-573	89	8	+	+	ADJ
ijassa-573	89	9	+	+	NOUN
ijassa-573	89	10	=	=	ADJ
ijassa-573	89	11	+	+	ADJ
ijassa-573	89	12	+	+	ADJ
ijassa-573	89	13	+	+	ADJ
ijassa-573	89	14	+	+	NOUN
ijassa-573	89	15	=	=	ADJ
ijassa-573	89	16	+	+	ADJ
ijassa-573	89	17	+	+	ADJ
ijassa-573	89	18	+	+	ADJ
ijassa-573	89	19	+	+	NOUN
ijassa-573	89	20	=	=	X
ijassa-573	89	21	(	(	PUNCT
ijassa-573	89	22	1	1	NUM
ijassa-573	89	23	)	)	PUNCT
ijassa-573	89	24	138	138	NUM
ijassa-573	89	25	v.m	v.m	PROPN
ijassa-573	89	26	.	.	PROPN
ijassa-573	89	27	buyankin	buyankin	PROPN
ijassa-573	89	28	copyright	copyright	NOUN
ijassa-573	89	29	©	©	PROPN
ijassa-573	89	30	2018	2018	NUM
ijassa-573	89	31	assa	assa	NOUN
ijassa-573	89	32	.	.	PUNCT
ijassa-573	90	1	adv	adv	PROPN
ijassa-573	90	2	.	.	PUNCT
ijassa-573	91	1	in	in	ADP
ijassa-573	91	2	systems	system	NOUN
ijassa-573	91	3	science	science	NOUN
ijassa-573	91	4	and	and	CCONJ
ijassa-573	91	5	appl	appl	NOUN
ijassa-573	91	6	.	.	PUNCT
ijassa-573	92	1	(	(	PUNCT
ijassa-573	92	2	2018	2018	NUM
ijassa-573	92	3	)	)	PUNCT
ijassa-573	92	4	where	where	SCONJ
ijassa-573	92	5	i1	i1	PROPN
ijassa-573	92	6	,	,	PUNCT
ijassa-573	92	7	i2	i2	PROPN
ijassa-573	92	8	,	,	PUNCT
ijassa-573	92	9	i3	i3	PROPN
ijassa-573	92	10	,	,	PUNCT
ijassa-573	92	11	i4	i4	PROPN
ijassa-573	92	12	the	the	DET
ijassa-573	92	13	input	input	NOUN
ijassa-573	92	14	signals	signal	NOUN
ijassa-573	92	15	of	of	ADP
ijassa-573	92	16	the	the	DET
ijassa-573	92	17	neural	neural	ADJ
ijassa-573	92	18	network	network	NOUN
ijassa-573	92	19	;	;	PUNCT
ijassa-573	92	20	i5	i5	ADP
ijassa-573	92	21	the	the	DET
ijassa-573	92	22	output	output	NOUN
ijassa-573	92	23	signal	signal	NOUN
ijassa-573	92	24	of	of	ADP
ijassa-573	92	25	the	the	DET
ijassa-573	92	26	neural	neural	ADJ
ijassa-573	92	27	network	network	NOUN
ijassa-573	92	28	;	;	PUNCT
ijassa-573	92	29	x0	x0	PROPN
ijassa-573	92	30	the	the	DET
ijassa-573	92	31	input	input	NOUN
ijassa-573	92	32	signal	signal	NOUN
ijassa-573	92	33	of	of	ADP
ijassa-573	92	34	the	the	DET
ijassa-573	92	35	neural	neural	ADJ
ijassa-573	92	36	network	network	NOUN
ijassa-573	92	37	;	;	PUNCT
ijassa-573	92	38	y0	y0	VERB
ijassa-573	92	39	the	the	DET
ijassa-573	92	40	output	output	NOUN
ijassa-573	92	41	signal	signal	NOUN
ijassa-573	92	42	of	of	ADP
ijassa-573	92	43	the	the	DET
ijassa-573	92	44	neural	neural	ADJ
ijassa-573	92	45	network	network	NOUN
ijassa-573	92	46	;	;	PUNCT
ijassa-573	92	47	y1	y1	NOUN
ijassa-573	92	48	,	,	PUNCT
ijassa-573	92	49	y2	y2	PROPN
ijassa-573	92	50	,	,	PUNCT
ijassa-573	92	51	y3	y3	VERB
ijassa-573	92	52	the	the	DET
ijassa-573	92	53	output	output	NOUN
ijassa-573	92	54	signals	signal	NOUN
ijassa-573	92	55	of	of	ADP
ijassa-573	92	56	the	the	DET
ijassa-573	92	57	neural	neural	ADJ
ijassa-573	92	58	network	network	NOUN
ijassa-573	92	59	were	be	AUX
ijassa-573	92	60	detained	detain	VERB
ijassa-573	92	61	in	in	ADP
ijassa-573	92	62	1,2,3	1,2,3	NUM
ijassa-573	92	63	tact	tact	NOUN
ijassa-573	92	64	;	;	PUNCT
ijassa-573	92	65	e1	e1	NOUN
ijassa-573	92	66	…	…	SYM
ijassa-573	92	67	e10	e10	NUM
ijassa-573	92	68	output	output	NOUN
ijassa-573	92	69	signals	signal	NOUN
ijassa-573	92	70	of	of	ADP
ijassa-573	92	71	the	the	DET
ijassa-573	92	72	first	first	ADJ
ijassa-573	92	73	layer	layer	NOUN
ijassa-573	92	74	of	of	ADP
ijassa-573	92	75	neurons	neuron	NOUN
ijassa-573	92	76	;	;	PUNCT
ijassa-573	92	77	w1	w1	NOUN
ijassa-573	92	78	…	…	SYM
ijassa-573	92	79	w215	w215	PROPN
ijassa-573	92	80	weight	weight	NOUN
ijassa-573	92	81	of	of	ADP
ijassa-573	92	82	the	the	DET
ijassa-573	92	83	first	first	ADJ
ijassa-573	92	84	layer	layer	NOUN
ijassa-573	92	85	of	of	ADP
ijassa-573	92	86	neurons	neuron	NOUN
ijassa-573	92	87	;	;	PUNCT
ijassa-573	92	88	b1	b1	PROPN
ijassa-573	92	89	…	…	SYM
ijassa-573	92	90	b10	b10	NOUN
ijassa-573	92	91	displacements	displacement	NOUN
ijassa-573	92	92	of	of	ADP
ijassa-573	92	93	the	the	DET
ijassa-573	92	94	first	first	ADJ
ijassa-573	92	95	layer	layer	NOUN
ijassa-573	92	96	of	of	ADP
ijassa-573	92	97	neurons	neuron	NOUN
ijassa-573	92	98	;	;	PUNCT
ijassa-573	92	99	b1	b1	PROPN
ijassa-573	92	100	…	…	SYM
ijassa-573	92	101	b10	b10	PROPN
ijassa-573	92	102	signals	signal	NOUN
ijassa-573	92	103	at	at	ADP
ijassa-573	92	104	the	the	DET
ijassa-573	92	105	output	output	NOUN
ijassa-573	92	106	of	of	ADP
ijassa-573	92	107	blocks	block	NOUN
ijassa-573	92	108	of	of	ADP
ijassa-573	92	109	activation	activation	NOUN
ijassa-573	92	110	of	of	ADP
ijassa-573	92	111	the	the	DET
ijassa-573	92	112	first	first	ADJ
ijassa-573	92	113	layer	layer	NOUN
ijassa-573	92	114	of	of	ADP
ijassa-573	92	115	neurons	neuron	NOUN
ijassa-573	92	116	;	;	PUNCT
ijassa-573	92	117	y0	y0	NOUN
ijassa-573	92	118	`	`	PUNCT
ijassa-573	92	119	signal	signal	NOUN
ijassa-573	92	120	at	at	ADP
ijassa-573	92	121	the	the	DET
ijassa-573	92	122	output	output	NOUN
ijassa-573	92	123	of	of	ADP
ijassa-573	92	124	the	the	DET
ijassa-573	92	125	second	second	ADJ
ijassa-573	92	126	layer	layer	NOUN
ijassa-573	92	127	of	of	ADP
ijassa-573	92	128	neurons	neuron	NOUN
ijassa-573	92	129	;	;	PUNCT
ijassa-573	92	130	w1`	w1`	NUM
ijassa-573	92	131	…	…	SYM
ijassa-573	92	132	w10	w10	ADJ
ijassa-573	92	133	`	`	PUNCT
ijassa-573	92	134	weight	weight	NOUN
ijassa-573	92	135	of	of	ADP
ijassa-573	92	136	the	the	DET
ijassa-573	92	137	second	second	ADJ
ijassa-573	92	138	layer	layer	NOUN
ijassa-573	92	139	of	of	ADP
ijassa-573	92	140	neurons	neuron	NOUN
ijassa-573	92	141	;	;	PUNCT
ijassa-573	92	142	b1	b1	PROPN
ijassa-573	92	143	`	`	PUNCT
ijassa-573	92	144	the	the	DET
ijassa-573	92	145	offset	offset	NOUN
ijassa-573	92	146	of	of	ADP
ijassa-573	92	147	the	the	DET
ijassa-573	92	148	second	second	ADJ
ijassa-573	92	149	layer	layer	NOUN
ijassa-573	92	150	neurons	neuron	NOUN
ijassa-573	92	151	,	,	PUNCT
ijassa-573	92	152	the	the	DET
ijassa-573	92	153	signals	signal	NOUN
ijassa-573	92	154	output	output	VERB
ijassa-573	92	155	from	from	ADP
ijassa-573	92	156	the	the	DET
ijassa-573	92	157	neural	neural	ADJ
ijassa-573	92	158	network	network	NOUN
ijassa-573	92	159	were	be	AUX
ijassa-573	92	160	detained	detain	VERB
ijassa-573	92	161	in	in	ADP
ijassa-573	92	162	1,2,3	1,2,3	NUM
ijassa-573	92	163	tact	tact	NOUN
ijassa-573	92	164	;	;	PUNCT
ijassa-573	92	165	displacements	displacement	NOUN
ijassa-573	92	166	of	of	ADP
ijassa-573	92	167	the	the	DET
ijassa-573	92	168	first	first	ADJ
ijassa-573	92	169	layer	layer	NOUN
ijassa-573	92	170	of	of	ADP
ijassa-573	92	171	neurons	neuron	NOUN
ijassa-573	92	172	;	;	PUNCT
ijassa-573	92	173	r1	r1	PROPN
ijassa-573	92	174	…	…	SYM
ijassa-573	92	175	r10	r10	NOUN
ijassa-573	92	176	signals	signal	NOUN
ijassa-573	92	177	at	at	ADP
ijassa-573	92	178	the	the	DET
ijassa-573	92	179	output	output	NOUN
ijassa-573	92	180	of	of	ADP
ijassa-573	92	181	blocks	block	NOUN
ijassa-573	92	182	of	of	ADP
ijassa-573	92	183	activation	activation	NOUN
ijassa-573	92	184	of	of	ADP
ijassa-573	92	185	the	the	DET
ijassa-573	92	186	first	first	ADJ
ijassa-573	92	187	layer	layer	NOUN
ijassa-573	92	188	of	of	ADP
ijassa-573	92	189	neurons	neuron	NOUN
ijassa-573	92	190	;	;	PUNCT
ijassa-573	92	191	y0	y0	NOUN
ijassa-573	92	192	`	`	PUNCT
ijassa-573	92	193	signal	signal	NOUN
ijassa-573	92	194	at	at	ADP
ijassa-573	92	195	the	the	DET
ijassa-573	92	196	output	output	NOUN
ijassa-573	92	197	of	of	ADP
ijassa-573	92	198	the	the	DET
ijassa-573	92	199	second	second	ADJ
ijassa-573	92	200	layer	layer	NOUN
ijassa-573	92	201	of	of	ADP
ijassa-573	92	202	neurons	neuron	NOUN
ijassa-573	92	203	;	;	PUNCT
ijassa-573	92	204	w1`	w1`	NUM
ijassa-573	92	205	…	…	SYM
ijassa-573	92	206	w10	w10	ADJ
ijassa-573	92	207	`	`	PUNCT
ijassa-573	92	208	weight	weight	NOUN
ijassa-573	92	209	of	of	ADP
ijassa-573	92	210	the	the	DET
ijassa-573	92	211	second	second	ADJ
ijassa-573	92	212	layer	layer	NOUN
ijassa-573	92	213	of	of	ADP
ijassa-573	92	214	neurons	neuron	NOUN
ijassa-573	92	215	;	;	PUNCT
ijassa-573	92	216	b1	b1	PROPN
ijassa-573	92	217	`	`	PUNCT
ijassa-573	92	218	displacement	displacement	NOUN
ijassa-573	92	219	of	of	ADP
ijassa-573	92	220	the	the	DET
ijassa-573	92	221	second	second	ADJ
ijassa-573	92	222	layer	layer	NOUN
ijassa-573	92	223	of	of	ADP
ijassa-573	92	224	neurons	neuron	NOUN
ijassa-573	92	225	.	.	PUNCT
ijassa-573	93	1	after	after	ADP
ijassa-573	93	2	modeling	modeling	NOUN
ijassa-573	93	3	and	and	CCONJ
ijassa-573	93	4	neural	neural	ADJ
ijassa-573	93	5	network	network	NOUN
ijassa-573	93	6	learning	learn	VERB
ijassa-573	93	7	algorithm	algorithm	PROPN
ijassa-573	93	8	fig	fig	PROPN
ijassa-573	93	9	.	.	PUNCT
ijassa-573	94	1	6	6	NUM
ijassa-573	94	2	we	we	PRON
ijassa-573	94	3	obtain	obtain	VERB
ijassa-573	94	4	the	the	DET
ijassa-573	94	5	required	require	VERB
ijassa-573	94	6	weights	weight	NOUN
ijassa-573	94	7	and	and	CCONJ
ijassa-573	94	8	biases	bias	NOUN
ijassa-573	94	9	[	[	X
ijassa-573	94	10	5	5	NUM
ijassa-573	94	11	]	]	PUNCT
ijassa-573	94	12	.	.	PUNCT
ijassa-573	95	1	fig	fig	NOUN
ijassa-573	95	2	.	.	PUNCT
ijassa-573	96	1	6	6	NUM
ijassa-573	96	2	.	.	X
ijassa-573	96	3	neural	neural	ADJ
ijassa-573	96	4	network	network	NOUN
ijassa-573	96	5	modeling	modeling	NOUN
ijassa-573	96	6	and	and	CCONJ
ijassa-573	96	7	learning	learn	VERB
ijassa-573	96	8	algorithm	algorithm	NOUN
ijassa-573	96	9	weights	weight	NOUN
ijassa-573	96	10	of	of	ADP
ijassa-573	96	11	the	the	DET
ijassa-573	96	12	first	first	ADJ
ijassa-573	96	13	layer	layer	NOUN
ijassa-573	96	14	of	of	ADP
ijassa-573	96	15	neurons	neuron	NOUN
ijassa-573	96	16	:	:	PUNCT
ijassa-573	96	17	w11=	w11=	PROPN
ijassa-573	96	18	0.0218	0.0218	NUM
ijassa-573	96	19	,	,	PUNCT
ijassa-573	96	20	w12=	w12=	PROPN
ijassa-573	96	21	0.0203	0.0203	NUM
ijassa-573	96	22	,	,	PUNCT
ijassa-573	96	23	w13=	w13=	PROPN
ijassa-573	96	24	0.0186	0.0186	NUM
ijassa-573	96	25	,	,	PUNCT
ijassa-573	96	26	w14=	w14=	PROPN
ijassa-573	96	27	0.0213	0.0213	NUM
ijassa-573	96	28	,	,	PUNCT
ijassa-573	96	29	w21=-0.0019	w21=-0.0019	PROPN
ijassa-573	96	30	,	,	PUNCT
ijassa-573	96	31	w22=0.0213	w22=0.0213	PROPN
ijassa-573	96	32	,	,	PUNCT
ijassa-573	96	33	w23=0.0074	w23=0.0074	PROPN
ijassa-573	96	34	,	,	PUNCT
ijassa-573	96	35	w24=0.0202	w24=0.0202	PROPN
ijassa-573	96	36	,	,	PUNCT
ijassa-573	96	37	w31=-0.0097	w31=-0.0097	PROPN
ijassa-573	96	38	,	,	PUNCT
ijassa-573	96	39	w32=-0.0171	w32=-0.0171	PROPN
ijassa-573	96	40	,	,	PUNCT
ijassa-573	96	41	w33=	w33=	PROPN
ijassa-573	96	42	-0.0092	-0.0092	NOUN
ijassa-573	96	43	,	,	PUNCT
ijassa-573	96	44	w34=-0.0329	w34=-0.0329	PROPN
ijassa-573	96	45	,	,	PUNCT
ijassa-573	96	46	w41=0.0148	w41=0.0148	PROPN
ijassa-573	96	47	,	,	PUNCT
ijassa-573	96	48	w42=	w42=	PROPN
ijassa-573	96	49	-0.0029	-0.0029	NOUN
ijassa-573	96	50	,	,	PUNCT
ijassa-573	96	51	w43=0.0252	w43=0.0252	PROPN
ijassa-573	96	52	,	,	PUNCT
ijassa-573	96	53	w44=0.0145	w44=0.0145	NOUN
ijassa-573	96	54	.	.	PUNCT
ijassa-573	97	1	weights	weight	NOUN
ijassa-573	97	2	of	of	ADP
ijassa-573	97	3	the	the	DET
ijassa-573	97	4	second	second	ADJ
ijassa-573	97	5	layer	layer	NOUN
ijassa-573	97	6	of	of	ADP
ijassa-573	97	7	neurons	neuron	NOUN
ijassa-573	97	8	w’1=40.5136	w’1=40.5136	PROPN
ijassa-573	97	9	,	,	PUNCT
ijassa-573	97	10	w’2=	w’2=	VERB
ijassa-573	97	11	40.4765	40.4765	NUM
ijassa-573	97	12	,	,	PUNCT
ijassa-573	97	13	w’3=	w’3=	NOUN
ijassa-573	97	14	-39.8220	-39.8220	SYM
ijassa-573	97	15	w’4=	w’4=	NOUN
ijassa-573	97	16	40.4293	40.4293	NUM
ijassa-573	97	17	.	.	PUNCT
ijassa-573	98	1	displacements	displacement	NOUN
ijassa-573	98	2	for	for	ADP
ijassa-573	98	3	the	the	DET
ijassa-573	98	4	first	first	ADJ
ijassa-573	98	5	layer	layer	NOUN
ijassa-573	98	6	of	of	ADP
ijassa-573	98	7	neurons	neuron	NOUN
ijassa-573	98	8	b1=	b1=	PROPN
ijassa-573	98	9	-5.9110	-5.9110	NOUN
ijassa-573	98	10	,	,	PUNCT
ijassa-573	98	11	b2=-0.1183	b2=-0.1183	PROPN
ijassa-573	98	12	,	,	PUNCT
ijassa-573	98	13	b3=1.4517	b3=1.4517	PROPN
ijassa-573	98	14	,	,	PUNCT
ijassa-573	98	15	b4=-0.9472	b4=-0.9472	NOUN
ijassa-573	98	16	neuroprotection	neuroprotection	NOUN
ijassa-573	98	17	and	and	CCONJ
ijassa-573	98	18	timely	timely	ADJ
ijassa-573	98	19	troubleshooting	troubleshooting	NOUN
ijassa-573	98	20	of	of	ADP
ijassa-573	98	21	electric	electric	ADJ
ijassa-573	98	22	drive	drive	NOUN
ijassa-573	98	23	equipment	equipment	NOUN
ijassa-573	98	24	139	139	NUM
ijassa-573	98	25	copyright	copyright	NOUN
ijassa-573	98	26	©	©	PROPN
ijassa-573	98	27	2018	2018	NUM
ijassa-573	98	28	assa	assa	NOUN
ijassa-573	98	29	.	.	PUNCT
ijassa-573	99	1	adv	adv	PROPN
ijassa-573	99	2	.	.	PUNCT
ijassa-573	100	1	in	in	ADP
ijassa-573	100	2	systems	system	NOUN
ijassa-573	100	3	science	science	NOUN
ijassa-573	100	4	and	and	CCONJ
ijassa-573	100	5	appl	appl	NOUN
ijassa-573	100	6	.	.	PUNCT
ijassa-573	101	1	(	(	PUNCT
ijassa-573	101	2	2018	2018	NUM
ijassa-573	101	3	)	)	PUNCT
ijassa-573	101	4	displacements	displacement	NOUN
ijassa-573	101	5	for	for	ADP
ijassa-573	101	6	the	the	DET
ijassa-573	101	7	second	second	ADJ
ijassa-573	101	8	layer	layer	NOUN
ijassa-573	101	9	of	of	ADP
ijassa-573	101	10	neurons	neuron	NOUN
ijassa-573	101	11	b’1=38.7585	b’1=38.7585	PROPN
ijassa-573	101	12	for	for	ADP
ijassa-573	101	13	fig	fig	NOUN
ijassa-573	101	14	.	.	PUNCT
ijassa-573	102	1	7	7	NUM
ijassa-573	103	1	the	the	DET
ijassa-573	103	2	dependence	dependence	NOUN
ijassa-573	103	3	of	of	ADP
ijassa-573	103	4	learning	learn	VERB
ijassa-573	103	5	errors	error	NOUN
ijassa-573	103	6	depending	depend	VERB
ijassa-573	103	7	on	on	ADP
ijassa-573	103	8	the	the	DET
ijassa-573	103	9	number	number	NOUN
ijassa-573	103	10	of	of	ADP
ijassa-573	103	11	epochs	epoch	NOUN
ijassa-573	103	12	is	be	AUX
ijassa-573	103	13	given	give	VERB
ijassa-573	103	14	.	.	PUNCT
ijassa-573	104	1	fig	fig	NOUN
ijassa-573	104	2	.	.	PUNCT
ijassa-573	105	1	7	7	X
ijassa-573	105	2	.	.	X
ijassa-573	105	3	the	the	DET
ijassa-573	105	4	dependence	dependence	NOUN
ijassa-573	105	5	of	of	ADP
ijassa-573	105	6	the	the	DET
ijassa-573	105	7	training	training	NOUN
ijassa-573	105	8	error	error	NOUN
ijassa-573	105	9	depending	depend	VERB
ijassa-573	105	10	on	on	ADP
ijassa-573	105	11	the	the	DET
ijassa-573	105	12	number	number	NOUN
ijassa-573	105	13	of	of	ADP
ijassa-573	105	14	epochs	epoch	NOUN
ijassa-573	105	15	when	when	SCONJ
ijassa-573	105	16	testing	testing	NOUN
ijassa-573	105	17	and	and	CCONJ
ijassa-573	105	18	predicting	predict	VERB
ijassa-573	105	19	neural	neural	ADJ
ijassa-573	105	20	network	network	NOUN
ijassa-573	105	21	,	,	PUNCT
ijassa-573	105	22	we	we	PRON
ijassa-573	105	23	get	get	VERB
ijassa-573	105	24	the	the	DET
ijassa-573	105	25	future	future	ADJ
ijassa-573	105	26	value	value	NOUN
ijassa-573	105	27	i5=200.0000	i5=200.0000	VERB
ijassa-573	105	28	after	after	ADP
ijassa-573	105	29	predicting	predict	VERB
ijassa-573	105	30	the	the	DET
ijassa-573	105	31	future	future	ADJ
ijassa-573	105	32	value	value	NOUN
ijassa-573	105	33	iов(n+1	iов(n+1	PROPN
ijassa-573	105	34	)	)	PUNCT
ijassa-573	105	35	compare	compare	VERB
ijassa-573	105	36	it	it	PRON
ijassa-573	105	37	with	with	ADP
ijassa-573	105	38	iовн	iовн	NOUN
ijassa-573	105	39	.	.	PUNCT
ijassa-573	106	1	if	if	SCONJ
ijassa-573	106	2	the	the	DET
ijassa-573	106	3	difference	difference	NOUN
ijassa-573	106	4	iовн	iовн	VERB
ijassa-573	106	5	и	и	X
ijassa-573	106	6	iов(n+1	iов(n+1	PROPN
ijassa-573	106	7	)	)	PUNCT
ijassa-573	106	8	greater	great	ADJ
ijassa-573	106	9	than	than	ADP
ijassa-573	106	10	the	the	DET
ijassa-573	106	11	maximum	maximum	ADJ
ijassa-573	106	12	value	value	NOUN
ijassa-573	106	13	allowed	allow	VERB
ijassa-573	106	14	,	,	PUNCT
ijassa-573	106	15	the	the	DET
ijassa-573	106	16	variable	variable	ADJ
ijassa-573	106	17	x1	x1	PROPN
ijassa-573	106	18	assigns	assign	VERB
ijassa-573	106	19	1	1	NUM
ijassa-573	106	20	otherwise	otherwise	ADV
ijassa-573	106	21	0	0	X
ijassa-573	106	22	.	.	PUNCT
ijassa-573	107	1	a	a	DET
ijassa-573	107	2	value	value	NOUN
ijassa-573	107	3	of	of	ADP
ijassa-573	107	4	1	1	NUM
ijassa-573	107	5	indicates	indicate	VERB
ijassa-573	107	6	an	an	DET
ijassa-573	107	7	emergency	emergency	NOUN
ijassa-573	107	8	condition	condition	NOUN
ijassa-573	107	9	in	in	ADP
ijassa-573	107	10	the	the	DET
ijassa-573	107	11	motor	motor	NOUN
ijassa-573	107	12	excitation	excitation	NOUN
ijassa-573	107	13	winding	winding	NOUN
ijassa-573	107	14	.	.	PUNCT
ijassa-573	108	1	5	5	X
ijassa-573	108	2	.	.	X
ijassa-573	108	3	conclusion	conclusion	NOUN
ijassa-573	108	4	based	base	VERB
ijassa-573	108	5	on	on	ADP
ijassa-573	108	6	the	the	DET
ijassa-573	108	7	data	datum	NOUN
ijassa-573	108	8	provided	provide	VERB
ijassa-573	108	9	about	about	ADP
ijassa-573	108	10	the	the	DET
ijassa-573	108	11	state	state	NOUN
ijassa-573	108	12	observers	observer	NOUN
ijassa-573	108	13	,	,	PUNCT
ijassa-573	108	14	it	it	PRON
ijassa-573	108	15	can	can	AUX
ijassa-573	108	16	be	be	AUX
ijassa-573	108	17	concluded	conclude	VERB
ijassa-573	108	18	that	that	SCONJ
ijassa-573	108	19	it	it	PRON
ijassa-573	108	20	makes	make	VERB
ijassa-573	108	21	no	no	DET
ijassa-573	108	22	sense	sense	NOUN
ijassa-573	108	23	to	to	PART
ijassa-573	108	24	allocate	allocate	VERB
ijassa-573	108	25	a	a	DET
ijassa-573	108	26	specific	specific	ADJ
ijassa-573	108	27	identifier	identifier	NOUN
ijassa-573	108	28	.	.	PUNCT
ijassa-573	109	1	each	each	PRON
ijassa-573	109	2	of	of	ADP
ijassa-573	109	3	them	they	PRON
ijassa-573	109	4	has	have	VERB
ijassa-573	109	5	its	its	PRON
ijassa-573	109	6	advantages	advantage	NOUN
ijassa-573	109	7	and	and	CCONJ
ijassa-573	109	8	disadvantages	disadvantage	NOUN
ijassa-573	109	9	.	.	PUNCT
ijassa-573	110	1	everything	everything	PRON
ijassa-573	110	2	will	will	AUX
ijassa-573	110	3	depend	depend	VERB
ijassa-573	110	4	on	on	ADP
ijassa-573	110	5	the	the	DET
ijassa-573	110	6	area	area	NOUN
ijassa-573	110	7	in	in	ADP
ijassa-573	110	8	which	which	PRON
ijassa-573	110	9	the	the	DET
ijassa-573	110	10	observer	observer	NOUN
ijassa-573	110	11	will	will	AUX
ijassa-573	110	12	be	be	AUX
ijassa-573	110	13	used	use	VERB
ijassa-573	110	14	and	and	CCONJ
ijassa-573	110	15	what	what	DET
ijassa-573	110	16	performance	performance	NOUN
ijassa-573	110	17	criteria	criterion	NOUN
ijassa-573	110	18	he	he	PRON
ijassa-573	110	19	or	or	CCONJ
ijassa-573	110	20	she	she	PRON
ijassa-573	110	21	should	should	AUX
ijassa-573	110	22	support	support	VERB
ijassa-573	110	23	.	.	PUNCT
ijassa-573	111	1	robustness	robustness	NOUN
ijassa-573	111	2	have	have	VERB
ijassa-573	111	3	the	the	DET
ijassa-573	111	4	majority	majority	NOUN
ijassa-573	111	5	of	of	ADP
ijassa-573	111	6	observers	observer	NOUN
ijassa-573	111	7	state	state	NOUN
ijassa-573	111	8	.	.	PUNCT
ijassa-573	112	1	state	state	NOUN
ijassa-573	112	2	observers	observer	NOUN
ijassa-573	112	3	,	,	PUNCT
ijassa-573	112	4	implemented	implement	VERB
ijassa-573	112	5	on	on	ADP
ijassa-573	112	6	the	the	DET
ijassa-573	112	7	basis	basis	NOUN
ijassa-573	112	8	of	of	ADP
ijassa-573	112	9	a	a	DET
ijassa-573	112	10	mathematical	mathematical	ADJ
ijassa-573	112	11	model	model	NOUN
ijassa-573	112	12	,	,	PUNCT
ijassa-573	112	13	require	require	VERB
ijassa-573	112	14	knowledge	knowledge	NOUN
ijassa-573	112	15	of	of	ADP
ijassa-573	112	16	the	the	DET
ijassa-573	112	17	internal	internal	ADJ
ijassa-573	112	18	parameters	parameter	NOUN
ijassa-573	112	19	of	of	ADP
ijassa-573	112	20	the	the	DET
ijassa-573	112	21	object	object	NOUN
ijassa-573	112	22	of	of	ADP
ijassa-573	112	23	identification	identification	NOUN
ijassa-573	112	24	.	.	PUNCT
ijassa-573	113	1	for	for	ADP
ijassa-573	113	2	creation	creation	NOUN
ijassa-573	113	3	of	of	ADP
ijassa-573	113	4	observers	observer	NOUN
ijassa-573	113	5	of	of	ADP
ijassa-573	113	6	a	a	DET
ijassa-573	113	7	state	state	NOUN
ijassa-573	113	8	at	at	ADP
ijassa-573	113	9	the	the	DET
ijassa-573	113	10	same	same	ADJ
ijassa-573	113	11	computing	computing	NOUN
ijassa-573	113	12	abilities	ability	NOUN
ijassa-573	113	13	of	of	ADP
ijassa-573	113	14	the	the	DET
ijassa-573	113	15	computer	computer	NOUN
ijassa-573	113	16	the	the	DET
ijassa-573	113	17	observers	observer	NOUN
ijassa-573	113	18	constructed	construct	VERB
ijassa-573	113	19	on	on	ADP
ijassa-573	113	20	the	the	DET
ijassa-573	113	21	basis	basis	NOUN
ijassa-573	113	22	of	of	ADP
ijassa-573	113	23	the	the	DET
ijassa-573	113	24	genetic	genetic	ADJ
ijassa-573	113	25	algorithm	algorithm	NOUN
ijassa-573	113	26	and	and	CCONJ
ijassa-573	113	27	the	the	DET
ijassa-573	113	28	extended	extended	ADJ
ijassa-573	113	29	kalman	kalman	NOUN
ijassa-573	113	30	filter	filter	NOUN
ijassa-573	113	31	are	be	AUX
ijassa-573	113	32	the	the	DET
ijassa-573	113	33	most	most	ADV
ijassa-573	113	34	laborconsuming	laborconsuming	NOUN
ijassa-573	113	35	.	.	PUNCT
ijassa-573	114	1	the	the	DET
ijassa-573	114	2	work	work	NOUN
ijassa-573	114	3	of	of	ADP
ijassa-573	114	4	such	such	ADJ
ijassa-573	114	5	observers	observer	NOUN
ijassa-573	114	6	is	be	AUX
ijassa-573	114	7	possible	possible	ADJ
ijassa-573	114	8	for	for	ADP
ijassa-573	114	9	most	most	ADJ
ijassa-573	114	10	identifiers	identifier	NOUN
ijassa-573	114	11	,	,	PUNCT
ijassa-573	114	12	except	except	SCONJ
ijassa-573	114	13	for	for	ADP
ijassa-573	114	14	the	the	DET
ijassa-573	114	15	genetic	genetic	ADJ
ijassa-573	114	16	algorithm	algorithm	NOUN
ijassa-573	114	17	.	.	PUNCT
ijassa-573	115	1	the	the	DET
ijassa-573	115	2	scope	scope	NOUN
ijassa-573	115	3	of	of	ADP
ijassa-573	115	4	application	application	NOUN
ijassa-573	115	5	of	of	ADP
ijassa-573	115	6	state	state	NOUN
ijassa-573	115	7	observers	observer	NOUN
ijassa-573	115	8	is	be	AUX
ijassa-573	115	9	quite	quite	ADV
ijassa-573	115	10	wide	wide	ADJ
ijassa-573	115	11	–	–	PUNCT
ijassa-573	115	12	from	from	ADP
ijassa-573	115	13	social	social	ADJ
ijassa-573	115	14	sciences	science	NOUN
ijassa-573	115	15	to	to	ADP
ijassa-573	115	16	technical	technical	ADJ
ijassa-573	115	17	sciences	science	NOUN
ijassa-573	115	18	(	(	PUNCT
ijassa-573	115	19	up	up	ADP
ijassa-573	115	20	to	to	ADP
ijassa-573	115	21	the	the	DET
ijassa-573	115	22	construction	construction	NOUN
ijassa-573	115	23	of	of	ADP
ijassa-573	115	24	new	new	ADJ
ijassa-573	115	25	computer	computer	NOUN
ijassa-573	115	26	architectures	architecture	NOUN
ijassa-573	115	27	)	)	PUNCT
ijassa-573	115	28	.	.	PUNCT
ijassa-573	116	1	140	140	NUM
ijassa-573	116	2	v.m	v.m	PROPN
ijassa-573	116	3	.	.	PROPN
ijassa-573	116	4	buyankin	buyankin	PROPN
ijassa-573	116	5	copyright	copyright	NOUN
ijassa-573	116	6	©	©	PROPN
ijassa-573	116	7	2018	2018	NUM
ijassa-573	116	8	assa	assa	NOUN
ijassa-573	116	9	.	.	PUNCT
ijassa-573	117	1	adv	adv	PROPN
ijassa-573	117	2	.	.	PUNCT
ijassa-573	118	1	in	in	ADP
ijassa-573	118	2	systems	system	NOUN
ijassa-573	118	3	science	science	NOUN
ijassa-573	118	4	and	and	CCONJ
ijassa-573	118	5	appl	appl	NOUN
ijassa-573	118	6	.	.	PUNCT
ijassa-573	119	1	(	(	PUNCT
ijassa-573	119	2	2018	2018	NUM
ijassa-573	119	3	)	)	PUNCT
ijassa-573	119	4	references	reference	NOUN
ijassa-573	119	5	[	[	X
ijassa-573	119	6	1	1	NUM
ijassa-573	119	7	]	]	X
ijassa-573	119	8	abbas	abbas	PROPN
ijassa-573	119	9	j.j	j.j	PROPN
ijassa-573	119	10	.	.	PROPN
ijassa-573	119	11	,	,	PUNCT
ijassa-573	119	12	chizeck	chizeck	PROPN
ijassa-573	119	13	h.j	h.j	PROPN
ijassa-573	119	14	.	.	PROPN
ijassa-573	119	15	(	(	PUNCT
ijassa-573	119	16	1993	1993	NUM
ijassa-573	119	17	)	)	PUNCT
ijassa-573	119	18	.	.	PUNCT
ijassa-573	120	1	neural	neural	ADJ
ijassa-573	120	2	network	network	NOUN
ijassa-573	120	3	control	control	NOUN
ijassa-573	120	4	of	of	ADP
ijassa-573	120	5	functional	functional	ADJ
ijassa-573	120	6	neuromuscular	neuromuscular	ADJ
ijassa-573	120	7	stimulation	stimulation	NOUN
ijassa-573	120	8	systems	system	NOUN
ijassa-573	120	9	.	.	PUNCT
ijassa-573	121	1	ann	ann	PROPN
ijassa-573	121	2	biomed	biome	VERB
ijassa-573	121	3	eng	eng	PROPN
ijassa-573	121	4	.	.	PROPN
ijassa-573	121	5	,	,	PUNCT
ijassa-573	121	6	21(4	21(4	NUM
ijassa-573	121	7	)	)	PUNCT
ijassa-573	121	8	,	,	PUNCT
ijassa-573	121	9	459	459	NUM
ijassa-573	121	10	-	-	SYM
ijassa-573	121	11	460	460	NUM
ijassa-573	121	12	.	.	PUNCT
ijassa-573	122	1	doi:10.1007	doi:10.1007	PROPN
ijassa-573	122	2	/	/	SYM
ijassa-573	122	3	bf02368636	bf02368636	PROPN
ijassa-573	122	4	.	.	PUNCT
ijassa-573	123	1	[	[	X
ijassa-573	123	2	2	2	NUM
ijassa-573	123	3	]	]	X
ijassa-573	123	4	asakawa	asakawa	PROPN
ijassa-573	123	5	s	s	PROPN
ijassa-573	123	6	,	,	PUNCT
ijassa-573	123	7	kyoya	kyoya	PROPN
ijassa-573	123	8	i.	i.	PROPN
ijassa-573	123	9	(	(	PUNCT
ijassa-573	123	10	2013	2013	NUM
ijassa-573	123	11	)	)	PUNCT
ijassa-573	123	12	.	.	PUNCT
ijassa-573	124	1	hopfield	hopfield	PROPN
ijassa-573	124	2	neural	neural	ADJ
ijassa-573	124	3	network	network	NOUN
ijassa-573	124	4	model	model	NOUN
ijassa-573	124	5	for	for	ADP
ijassa-573	124	6	explaining	explain	VERB
ijassa-573	124	7	double	double	ADJ
ijassa-573	124	8	dissociation	dissociation	NOUN
ijassa-573	124	9	in	in	ADP
ijassa-573	124	10	semantic	semantic	ADJ
ijassa-573	124	11	memory	memory	NOUN
ijassa-573	124	12	impairment	impairment	NOUN
ijassa-573	124	13	.	.	PUNCT
ijassa-573	125	1	bmc	bmc	PROPN
ijassa-573	125	2	neurosci	neurosci	PROPN
ijassa-573	125	3	,	,	PUNCT
ijassa-573	125	4	14(1	14(1	NUM
ijassa-573	125	5	)	)	PUNCT
ijassa-573	125	6	,	,	PUNCT
ijassa-573	125	7	p233	p233	X
ijassa-573	125	8	.	.	PUNCT
ijassa-573	126	1	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	126	2	-	-	PUNCT
ijassa-573	126	3	2202	2202	NUM
ijassa-573	126	4	-	-	PUNCT
ijassa-573	126	5	14	14	NUM
ijassa-573	126	6	-	-	PUNCT
ijassa-573	126	7	s1	s1	NOUN
ijassa-573	126	8	-	-	PUNCT
ijassa-573	126	9	p233	p233	PROPN
ijassa-573	126	10	.	.	PUNCT
ijassa-573	127	1	[	[	X
ijassa-573	127	2	3	3	X
ijassa-573	127	3	]	]	X
ijassa-573	127	4	baddeley	baddeley	PROPN
ijassa-573	127	5	b	b	PROPN
ijassa-573	127	6	,	,	PUNCT
ijassa-573	127	7	graham	graham	PROPN
ijassa-573	127	8	p	p	PROPN
ijassa-573	127	9	,	,	PUNCT
ijassa-573	127	10	husbands	husband	NOUN
ijassa-573	127	11	p	p	NOUN
ijassa-573	127	12	,	,	PUNCT
ijassa-573	127	13	philippides	philippide	NOUN
ijassa-573	127	14	a.	a.	NOUN
ijassa-573	127	15	(	(	PUNCT
ijassa-573	127	16	2012	2012	NUM
ijassa-573	127	17	)	)	PUNCT
ijassa-573	127	18	.	.	PUNCT
ijassa-573	128	1	a	a	DET
ijassa-573	128	2	neural	neural	ADJ
ijassa-573	128	3	network	network	NOUN
ijassa-573	128	4	based	base	VERB
ijassa-573	128	5	holistic	holistic	ADJ
ijassa-573	128	6	model	model	NOUN
ijassa-573	128	7	of	of	ADP
ijassa-573	128	8	ant	ant	PROPN
ijassa-573	128	9	route	route	PROPN
ijassa-573	128	10	navigation	navigation	NOUN
ijassa-573	128	11	.	.	PUNCT
ijassa-573	129	1	bmc	bmc	PROPN
ijassa-573	129	2	neurosci	neurosci	PROPN
ijassa-573	129	3	.	.	PUNCT
ijassa-573	130	1	13(1	13(1	X
ijassa-573	130	2	)	)	PUNCT
ijassa-573	130	3	,	,	PUNCT
ijassa-573	130	4	o1	o1	NOUN
ijassa-573	130	5	.	.	PUNCT
ijassa-573	130	6	doi:10.1186/14712202	doi:10.1186/14712202	NOUN
ijassa-573	130	7	-	-	PUNCT
ijassa-573	130	8	13	13	NUM
ijassa-573	130	9	-	-	PUNCT
ijassa-573	130	10	s1	s1	NOUN
ijassa-573	130	11	-	-	PUNCT
ijassa-573	130	12	o1	o1	NOUN
ijassa-573	130	13	.	.	PUNCT
ijassa-573	131	1	[	[	X
ijassa-573	131	2	4	4	X
ijassa-573	131	3	]	]	X
ijassa-573	131	4	chik	chik	PROPN
ijassa-573	131	5	d	d	PROPN
ijassa-573	131	6	,	,	PUNCT
ijassa-573	131	7	borisyuk	borisyuk	PROPN
ijassa-573	131	8	r.	r.	PROPN
ijassa-573	131	9	(	(	PUNCT
ijassa-573	131	10	2009	2009	NUM
ijassa-573	131	11	)	)	PUNCT
ijassa-573	131	12	.	.	PUNCT
ijassa-573	132	1	spiking	spike	VERB
ijassa-573	132	2	neural	neural	ADJ
ijassa-573	132	3	network	network	NOUN
ijassa-573	132	4	models	model	NOUN
ijassa-573	132	5	for	for	ADP
ijassa-573	132	6	memorizing	memorize	VERB
ijassa-573	132	7	sequences	sequence	NOUN
ijassa-573	132	8	with	with	ADP
ijassa-573	132	9	forward	forward	ADV
ijassa-573	132	10	and	and	CCONJ
ijassa-573	132	11	backward	backward	ADJ
ijassa-573	132	12	recall	recall	NOUN
ijassa-573	132	13	.	.	PUNCT
ijassa-573	133	1	bmc	bmc	PROPN
ijassa-573	133	2	neurosci	neurosci	PROPN
ijassa-573	133	3	.	.	PUNCT
ijassa-573	134	1	10(1	10(1	NUM
ijassa-573	134	2	)	)	PUNCT
ijassa-573	134	3	,	,	PUNCT
ijassa-573	134	4	p211	p211	PROPN
ijassa-573	134	5	.	.	PUNCT
ijassa-573	134	6	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	134	7	-	-	PUNCT
ijassa-573	134	8	220210	220210	NUM
ijassa-573	134	9	-	-	PUNCT
ijassa-573	134	10	s1	s1	NOUN
ijassa-573	134	11	-	-	PUNCT
ijassa-573	134	12	p211	p211	PROPN
ijassa-573	134	13	.	.	PUNCT
ijassa-573	135	1	[	[	X
ijassa-573	135	2	5	5	NUM
ijassa-573	135	3	]	]	X
ijassa-573	135	4	jaramillo	jaramillo	PROPN
ijassa-573	135	5	-	-	PUNCT
ijassa-573	135	6	avila	avila	PROPN
ijassa-573	135	7	u	u	PROPN
ijassa-573	135	8	,	,	PUNCT
ijassa-573	135	9	rostro	rostro	PROPN
ijassa-573	135	10	-	-	PUNCT
ijassa-573	135	11	gonzález	gonzález	PROPN
ijassa-573	135	12	h.	h.	PROPN
ijassa-573	135	13	(	(	PUNCT
ijassa-573	135	14	2015	2015	NUM
ijassa-573	135	15	)	)	PUNCT
ijassa-573	135	16	.	.	PUNCT
ijassa-573	136	1	spiking	spike	VERB
ijassa-573	136	2	neural	neural	ADJ
ijassa-573	136	3	network	network	NOUN
ijassa-573	136	4	configuration	configuration	NOUN
ijassa-573	136	5	designed	design	VERB
ijassa-573	136	6	for	for	ADP
ijassa-573	136	7	switching	switch	VERB
ijassa-573	136	8	between	between	ADP
ijassa-573	136	9	basic	basic	ADJ
ijassa-573	136	10	forms	form	NOUN
ijassa-573	136	11	of	of	ADP
ijassa-573	136	12	movement	movement	NOUN
ijassa-573	136	13	in	in	ADP
ijassa-573	136	14	a	a	DET
ijassa-573	136	15	biped	biped	ADJ
ijassa-573	136	16	robot	robot	NOUN
ijassa-573	136	17	.	.	PUNCT
ijassa-573	137	1	bmc	bmc	PROPN
ijassa-573	137	2	neurosci	neurosci	PROPN
ijassa-573	137	3	,	,	PUNCT
ijassa-573	137	4	16(1	16(1	NUM
ijassa-573	137	5	)	)	PUNCT
ijassa-573	137	6	,	,	PUNCT
ijassa-573	137	7	p104	p104	PROPN
ijassa-573	137	8	.	.	PUNCT
ijassa-573	138	1	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	138	2	-	-	PUNCT
ijassa-573	138	3	2202	2202	NUM
ijassa-573	138	4	-	-	PUNCT
ijassa-573	138	5	16	16	NUM
ijassa-573	138	6	-	-	PUNCT
ijassa-573	138	7	s1	s1	NOUN
ijassa-573	138	8	-	-	PUNCT
ijassa-573	138	9	p104	p104	PROPN
ijassa-573	138	10	.	.	PUNCT
ijassa-573	139	1	[	[	X
ijassa-573	139	2	6	6	NUM
ijassa-573	139	3	]	]	X
ijassa-573	139	4	kuo	kuo	PROPN
ijassa-573	139	5	r.j	r.j	PROPN
ijassa-573	139	6	.	.	PROPN
ijassa-573	139	7	,	,	PUNCT
ijassa-573	139	8	tseng	tseng	PROPN
ijassa-573	139	9	y.s	y.s	PROPN
ijassa-573	139	10	.	.	PROPN
ijassa-573	139	11	,	,	PUNCT
ijassa-573	139	12	chen	chen	PROPN
ijassa-573	139	13	z	z	PROPN
ijassa-573	139	14	-	-	PUNCT
ijassa-573	139	15	y.	y.	PROPN
ijassa-573	139	16	(	(	PUNCT
ijassa-573	139	17	2016	2016	NUM
ijassa-573	139	18	)	)	PUNCT
ijassa-573	139	19	.	.	PUNCT
ijassa-573	140	1	integration	integration	NOUN
ijassa-573	140	2	of	of	ADP
ijassa-573	140	3	fuzzy	fuzzy	ADJ
ijassa-573	140	4	neural	neural	ADJ
ijassa-573	140	5	network	network	NOUN
ijassa-573	140	6	and	and	CCONJ
ijassa-573	140	7	artificial	artificial	ADJ
ijassa-573	140	8	immune	immune	ADJ
ijassa-573	140	9	system	system	NOUN
ijassa-573	140	10	-	-	PUNCT
ijassa-573	140	11	based	base	VERB
ijassa-573	140	12	back	back	ADJ
ijassa-573	140	13	-	-	PUNCT
ijassa-573	140	14	propagation	propagation	NOUN
ijassa-573	140	15	neural	neural	ADJ
ijassa-573	140	16	network	network	NOUN
ijassa-573	140	17	for	for	ADP
ijassa-573	140	18	sales	sale	NOUN
ijassa-573	140	19	forecasting	forecasting	NOUN
ijassa-573	140	20	using	use	VERB
ijassa-573	140	21	qualitative	qualitative	ADJ
ijassa-573	140	22	and	and	CCONJ
ijassa-573	140	23	quantitative	quantitative	ADJ
ijassa-573	140	24	data	datum	NOUN
ijassa-573	140	25	.	.	PUNCT
ijassa-573	141	1	j	j	PROPN
ijassa-573	141	2	intell	intell	PROPN
ijassa-573	141	3	manuf	manuf	PROPN
ijassa-573	141	4	.	.	PROPN
ijassa-573	141	5	,	,	PUNCT
ijassa-573	141	6	27(6	27(6	NUM
ijassa-573	141	7	)	)	PUNCT
ijassa-573	141	8	,	,	PUNCT
ijassa-573	141	9	1191	1191	NUM
ijassa-573	141	10	-	-	SYM
ijassa-573	141	11	1207	1207	NUM
ijassa-573	141	12	.	.	PUNCT
ijassa-573	142	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	142	2	/	/	SYM
ijassa-573	142	3	s10845	s10845	NOUN
ijassa-573	142	4	-	-	PUNCT
ijassa-573	142	5	014	014	NUM
ijassa-573	142	6	-	-	PUNCT
ijassa-573	142	7	0944	0944	NUM
ijassa-573	142	8	-	-	SYM
ijassa-573	142	9	1	1	NUM
ijassa-573	142	10	.	.	PUNCT
ijassa-573	143	1	[	[	X
ijassa-573	143	2	7	7	X
ijassa-573	143	3	]	]	X
ijassa-573	143	4	kutschireiter	kutschireiter	NOUN
ijassa-573	143	5	a	a	PRON
ijassa-573	143	6	,	,	PUNCT
ijassa-573	143	7	surace	surace	NOUN
ijassa-573	143	8	sc	sc	PROPN
ijassa-573	143	9	,	,	PUNCT
ijassa-573	143	10	sprekeler	sprekeler	NOUN
ijassa-573	143	11	h	h	NOUN
ijassa-573	143	12	,	,	PUNCT
ijassa-573	143	13	pfister	pfister	PROPN
ijassa-573	143	14	j	j	PROPN
ijassa-573	143	15	-	-	PROPN
ijassa-573	143	16	p.	p.	PROPN
ijassa-573	143	17	(	(	PUNCT
ijassa-573	143	18	2015	2015	NUM
ijassa-573	143	19	)	)	PUNCT
ijassa-573	143	20	.	.	PUNCT
ijassa-573	144	1	approximate	approximate	PROPN
ijassa-573	144	2	nonlinear	nonlinear	ADJ
ijassa-573	144	3	filtering	filtering	NOUN
ijassa-573	144	4	with	with	ADP
ijassa-573	144	5	a	a	DET
ijassa-573	144	6	recurrent	recurrent	ADJ
ijassa-573	144	7	neural	neural	ADJ
ijassa-573	144	8	network	network	NOUN
ijassa-573	144	9	.	.	PUNCT
ijassa-573	145	1	bmc	bmc	PROPN
ijassa-573	145	2	neurosci	neurosci	PROPN
ijassa-573	145	3	.	.	PUNCT
ijassa-573	145	4	,	,	PUNCT
ijassa-573	145	5	16(1	16(1	X
ijassa-573	145	6	)	)	PUNCT
ijassa-573	145	7	,	,	PUNCT
ijassa-573	145	8	p196	p196	PROPN
ijassa-573	145	9	.	.	PUNCT
ijassa-573	146	1	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	146	2	-	-	PUNCT
ijassa-573	146	3	2202	2202	NUM
ijassa-573	146	4	-	-	PUNCT
ijassa-573	146	5	16	16	NUM
ijassa-573	146	6	-	-	PUNCT
ijassa-573	146	7	s1	s1	NOUN
ijassa-573	146	8	-	-	PUNCT
ijassa-573	146	9	p196	p196	PROPN
ijassa-573	146	10	.	.	PUNCT
ijassa-573	147	1	[	[	X
ijassa-573	147	2	8	8	NUM
ijassa-573	147	3	]	]	X
ijassa-573	147	4	li	li	PROPN
ijassa-573	147	5	c	c	PROPN
ijassa-573	147	6	,	,	PUNCT
ijassa-573	147	7	xu	xu	PROPN
ijassa-573	147	8	j	j	PROPN
ijassa-573	147	9	,	,	PUNCT
ijassa-573	147	10	xue	xue	PROPN
ijassa-573	147	11	l.	l.	PROPN
ijassa-573	147	12	(	(	PUNCT
ijassa-573	147	13	2001	2001	NUM
ijassa-573	147	14	)	)	PUNCT
ijassa-573	147	15	.	.	PUNCT
ijassa-573	148	1	knowledge	knowledge	NOUN
ijassa-573	148	2	-	-	PUNCT
ijassa-573	148	3	based	base	VERB
ijassa-573	148	4	artificial	artificial	ADJ
ijassa-573	148	5	neural	neural	ADJ
ijassa-573	148	6	network	network	NOUN
ijassa-573	148	7	models	model	NOUN
ijassa-573	148	8	for	for	ADP
ijassa-573	148	9	finline	finline	NOUN
ijassa-573	148	10	.	.	PUNCT
ijassa-573	149	1	int	int	PROPN
ijassa-573	149	2	j	j	PROPN
ijassa-573	149	3	infrared	infrare	VERB
ijassa-573	149	4	millimeter	millimeter	NOUN
ijassa-573	149	5	waves	wave	NOUN
ijassa-573	149	6	,	,	PUNCT
ijassa-573	149	7	22(2	22(2	NUM
ijassa-573	149	8	)	)	PUNCT
ijassa-573	149	9	,	,	PUNCT
ijassa-573	149	10	351	351	NUM
ijassa-573	149	11	-	-	SYM
ijassa-573	149	12	359	359	NUM
ijassa-573	149	13	.	.	PUNCT
ijassa-573	150	1	doi:10.1023	doi:10.1023	NOUN
ijassa-573	150	2	/	/	SYM
ijassa-573	150	3	a:1010760707665	a:1010760707665	NOUN
ijassa-573	150	4	.	.	PUNCT
ijassa-573	151	1	[	[	X
ijassa-573	151	2	9	9	NUM
ijassa-573	151	3	]	]	SYM
ijassa-573	151	4	li	li	PROPN
ijassa-573	151	5	y	y	PROPN
ijassa-573	151	6	,	,	PUNCT
ijassa-573	151	7	pu	pu	PROPN
ijassa-573	151	8	y	y	PROPN
ijassa-573	151	9	,	,	PUNCT
ijassa-573	151	10	xu	xu	PROPN
ijassa-573	152	1	d	d	X
ijassa-573	152	2	,	,	PUNCT
ijassa-573	152	3	qian	qian	PROPN
ijassa-573	152	4	w	w	PROPN
ijassa-573	152	5	,	,	PUNCT
ijassa-573	152	6	wang	wang	PROPN
ijassa-573	152	7	l.	l.	PROPN
ijassa-573	152	8	(	(	PUNCT
ijassa-573	152	9	2017	2017	NUM
ijassa-573	152	10	)	)	PUNCT
ijassa-573	152	11	.	.	PUNCT
ijassa-573	153	1	image	image	NOUN
ijassa-573	153	2	aesthetic	aesthetic	ADJ
ijassa-573	153	3	quality	quality	NOUN
ijassa-573	153	4	evaluation	evaluation	NOUN
ijassa-573	153	5	using	use	VERB
ijassa-573	153	6	convolution	convolution	NOUN
ijassa-573	153	7	neural	neural	ADJ
ijassa-573	153	8	network	network	NOUN
ijassa-573	153	9	embedded	embed	VERB
ijassa-573	153	10	learning	learning	PROPN
ijassa-573	153	11	.	.	PUNCT
ijassa-573	154	1	optoelectron	optoelectron	PROPN
ijassa-573	154	2	lett	lett	PROPN
ijassa-573	154	3	.	.	PROPN
ijassa-573	154	4	,	,	PUNCT
ijassa-573	154	5	13(6	13(6	PROPN
ijassa-573	154	6	)	)	PUNCT
ijassa-573	154	7	,	,	PUNCT
ijassa-573	154	8	471	471	NUM
ijassa-573	154	9	-	-	SYM
ijassa-573	154	10	475	475	NUM
ijassa-573	154	11	.	.	PUNCT
ijassa-573	155	1	doi:10.1007	doi:10.1007	PROPN
ijassa-573	155	2	/	/	SYM
ijassa-573	155	3	s11801	s11801	NOUN
ijassa-573	155	4	-	-	PUNCT
ijassa-573	155	5	017	017	NUM
ijassa-573	155	6	-	-	PUNCT
ijassa-573	155	7	7203	7203	NUM
ijassa-573	155	8	-	-	SYM
ijassa-573	155	9	6	6	NUM
ijassa-573	155	10	.	.	PUNCT
ijassa-573	156	1	[	[	X
ijassa-573	156	2	10	10	NUM
ijassa-573	156	3	]	]	X
ijassa-573	156	4	lin	lin	PROPN
ijassa-573	156	5	w	w	PROPN
ijassa-573	156	6	,	,	PUNCT
ijassa-573	156	7	liao	liao	PROPN
ijassa-573	156	8	x	x	PROPN
ijassa-573	156	9	,	,	PUNCT
ijassa-573	156	10	deng	deng	PROPN
ijassa-573	156	11	j	j	PROPN
ijassa-573	156	12	,	,	PUNCT
ijassa-573	156	13	liu	liu	PROPN
ijassa-573	156	14	y.	y.	PROPN
ijassa-573	156	15	(	(	PUNCT
ijassa-573	156	16	2016	2016	NUM
ijassa-573	156	17	)	)	PUNCT
ijassa-573	156	18	.	.	PUNCT
ijassa-573	157	1	land	land	NOUN
ijassa-573	157	2	cover	cover	VERB
ijassa-573	157	3	classification	classification	NOUN
ijassa-573	157	4	of	of	ADP
ijassa-573	157	5	radarsat-2	radarsat-2	NUM
ijassa-573	157	6	sar	sar	NOUN
ijassa-573	157	7	data	datum	NOUN
ijassa-573	157	8	using	use	VERB
ijassa-573	157	9	convolutional	convolutional	ADJ
ijassa-573	157	10	neural	neural	ADJ
ijassa-573	157	11	network	network	NOUN
ijassa-573	157	12	.	.	PUNCT
ijassa-573	158	1	wuhan	wuhan	PROPN
ijassa-573	158	2	univ	univ	PROPN
ijassa-573	158	3	j	j	PROPN
ijassa-573	158	4	nat	nat	PROPN
ijassa-573	158	5	sci	sci	PROPN
ijassa-573	158	6	.	.	PROPN
ijassa-573	158	7	,	,	PUNCT
ijassa-573	158	8	21(2	21(2	NUM
ijassa-573	158	9	)	)	PUNCT
ijassa-573	158	10	,	,	PUNCT
ijassa-573	158	11	151	151	NUM
ijassa-573	158	12	-	-	SYM
ijassa-573	158	13	158	158	NUM
ijassa-573	158	14	.	.	PUNCT
ijassa-573	159	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	159	2	/	/	SYM
ijassa-573	159	3	s11859	s11859	NOUN
ijassa-573	159	4	-	-	PUNCT
ijassa-573	159	5	016	016	NUM
ijassa-573	159	6	-	-	PUNCT
ijassa-573	159	7	1152	1152	NUM
ijassa-573	159	8	-	-	PUNCT
ijassa-573	159	9	y.	y.	NOUN
ijassa-573	160	1	[	[	X
ijassa-573	160	2	11	11	NUM
ijassa-573	160	3	]	]	PUNCT
ijassa-573	160	4	manoj	manoj	PROPN
ijassa-573	160	5	k	k	PROPN
ijassa-573	160	6	,	,	PUNCT
ijassa-573	160	7	charul	charul	PROPN
ijassa-573	160	8	b.	b.	PROPN
ijassa-573	160	9	(	(	PUNCT
ijassa-573	160	10	2017	2017	NUM
ijassa-573	160	11	)	)	PUNCT
ijassa-573	160	12	.	.	PUNCT
ijassa-573	161	1	hybrid	hybrid	ADJ
ijassa-573	161	2	tracking	tracking	NOUN
ijassa-573	161	3	model	model	NOUN
ijassa-573	161	4	and	and	CCONJ
ijassa-573	161	5	gslm	gslm	NOUN
ijassa-573	161	6	based	base	VERB
ijassa-573	161	7	neural	neural	ADJ
ijassa-573	161	8	network	network	NOUN
ijassa-573	161	9	for	for	ADP
ijassa-573	161	10	crowd	crowd	NOUN
ijassa-573	161	11	behavior	behavior	NOUN
ijassa-573	161	12	recognition	recognition	NOUN
ijassa-573	161	13	.	.	PUNCT
ijassa-573	162	1	j	j	PROPN
ijassa-573	162	2	cent	cent	PROPN
ijassa-573	162	3	south	south	PROPN
ijassa-573	162	4	univ	univ	PROPN
ijassa-573	162	5	.	.	PROPN
ijassa-573	162	6	,	,	PUNCT
ijassa-573	162	7	24(9	24(9	NUM
ijassa-573	162	8	)	)	PUNCT
ijassa-573	162	9	,	,	PUNCT
ijassa-573	162	10	2071	2071	NUM
ijassa-573	162	11	-	-	SYM
ijassa-573	162	12	2081	2081	NUM
ijassa-573	162	13	.	.	PUNCT
ijassa-573	163	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	163	2	/	/	SYM
ijassa-573	163	3	s11771	s11771	NOUN
ijassa-573	163	4	-	-	PUNCT
ijassa-573	163	5	017	017	NUM
ijassa-573	163	6	-	-	PUNCT
ijassa-573	163	7	3616	3616	NUM
ijassa-573	163	8	-	-	SYM
ijassa-573	163	9	4	4	NUM
ijassa-573	163	10	.	.	PUNCT
ijassa-573	164	1	[	[	X
ijassa-573	164	2	12	12	NUM
ijassa-573	164	3	]	]	PUNCT
ijassa-573	164	4	miner	miner	NOUN
ijassa-573	164	5	d	d	PROPN
ijassa-573	164	6	,	,	PUNCT
ijassa-573	164	7	triesch	triesch	PROPN
ijassa-573	164	8	j.	j.	PROPN
ijassa-573	164	9	(	(	PUNCT
ijassa-573	164	10	2015	2015	NUM
ijassa-573	164	11	)	)	PUNCT
ijassa-573	164	12	.	.	PUNCT
ijassa-573	165	1	self	self	NOUN
ijassa-573	165	2	-	-	PUNCT
ijassa-573	165	3	organization	organization	NOUN
ijassa-573	165	4	of	of	ADP
ijassa-573	165	5	complex	complex	ADJ
ijassa-573	165	6	cortex	cortex	NOUN
ijassa-573	165	7	-	-	PUNCT
ijassa-573	165	8	like	like	ADJ
ijassa-573	165	9	wiring	wiring	NOUN
ijassa-573	165	10	in	in	ADP
ijassa-573	165	11	a	a	DET
ijassa-573	165	12	spiking	spike	VERB
ijassa-573	165	13	neural	neural	ADJ
ijassa-573	165	14	network	network	NOUN
ijassa-573	165	15	model	model	NOUN
ijassa-573	165	16	.	.	PUNCT
ijassa-573	166	1	bmc	bmc	PROPN
ijassa-573	166	2	neurosci	neurosci	PROPN
ijassa-573	166	3	.	.	PUNCT
ijassa-573	166	4	,	,	PUNCT
ijassa-573	166	5	16(1	16(1	X
ijassa-573	166	6	)	)	PUNCT
ijassa-573	166	7	,	,	PUNCT
ijassa-573	166	8	p265	p265	PROPN
ijassa-573	166	9	.	.	PUNCT
ijassa-573	166	10	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	166	11	-	-	PUNCT
ijassa-573	166	12	2202	2202	NUM
ijassa-573	166	13	-	-	PUNCT
ijassa-573	166	14	16s1	16s1	NUM
ijassa-573	166	15	-	-	PUNCT
ijassa-573	166	16	p265	p265	PROPN
ijassa-573	166	17	.	.	PUNCT
ijassa-573	167	1	[	[	X
ijassa-573	167	2	13	13	NUM
ijassa-573	167	3	]	]	PUNCT
ijassa-573	167	4	pomerleau	pomerleau	PROPN
ijassa-573	167	5	d.a	d.a	PROPN
ijassa-573	167	6	.	.	PROPN
ijassa-573	167	7	(	(	PUNCT
ijassa-573	167	8	1995	1995	NUM
ijassa-573	167	9	)	)	PUNCT
ijassa-573	167	10	.	.	PUNCT
ijassa-573	168	1	a	a	DET
ijassa-573	168	2	reply	reply	NOUN
ijassa-573	168	3	to	to	PART
ijassa-573	168	4	towell	towell	PROPN
ijassa-573	168	5	’s	’s	PART
ijassa-573	168	6	book	book	NOUN
ijassa-573	168	7	review	review	NOUN
ijassa-573	168	8	of	of	ADP
ijassa-573	168	9	neural	neural	ADJ
ijassa-573	168	10	network	network	NOUN
ijassa-573	168	11	perception	perception	NOUN
ijassa-573	168	12	for	for	ADP
ijassa-573	168	13	mobile	mobile	ADJ
ijassa-573	168	14	robot	robot	NOUN
ijassa-573	168	15	guidance	guidance	NOUN
ijassa-573	168	16	.	.	PUNCT
ijassa-573	169	1	mach	mach	NOUN
ijassa-573	169	2	learn	learn	VERB
ijassa-573	169	3	.	.	PUNCT
ijassa-573	169	4	,	,	PUNCT
ijassa-573	169	5	18(1	18(1	NUM
ijassa-573	169	6	)	)	PUNCT
ijassa-573	169	7	,	,	PUNCT
ijassa-573	169	8	121	121	NUM
ijassa-573	169	9	-	-	SYM
ijassa-573	169	10	122	122	NUM
ijassa-573	169	11	.	.	PUNCT
ijassa-573	170	1	doi:10.1007	doi:10.1007	PROPN
ijassa-573	170	2	/	/	SYM
ijassa-573	170	3	bf00993825	bf00993825	PROPN
ijassa-573	170	4	.	.	PUNCT
ijassa-573	171	1	[	[	X
ijassa-573	171	2	14	14	NUM
ijassa-573	171	3	]	]	X
ijassa-573	171	4	turner	turner	PROPN
ijassa-573	171	5	j.p	j.p	PROPN
ijassa-573	171	6	.	.	PROPN
ijassa-573	171	7	,	,	PUNCT
ijassa-573	171	8	nowotny	nowotny	PROPN
ijassa-573	171	9	t.	t.	PROPN
ijassa-573	171	10	(	(	PUNCT
ijassa-573	171	11	2015	2015	NUM
ijassa-573	171	12	)	)	PUNCT
ijassa-573	171	13	.	.	PUNCT
ijassa-573	172	1	estimating	estimate	VERB
ijassa-573	172	2	numerical	numerical	ADJ
ijassa-573	172	3	error	error	NOUN
ijassa-573	172	4	in	in	ADP
ijassa-573	172	5	neural	neural	ADJ
ijassa-573	172	6	network	network	NOUN
ijassa-573	172	7	simulations	simulation	NOUN
ijassa-573	172	8	on	on	ADP
ijassa-573	172	9	graphics	graphic	NOUN
ijassa-573	172	10	processing	processing	NOUN
ijassa-573	172	11	units	unit	NOUN
ijassa-573	172	12	.	.	PUNCT
ijassa-573	173	1	bmc	bmc	PROPN
ijassa-573	173	2	neurosci	neurosci	PROPN
ijassa-573	173	3	.	.	PUNCT
ijassa-573	173	4	,	,	PUNCT
ijassa-573	173	5	16(1	16(1	X
ijassa-573	173	6	)	)	PUNCT
ijassa-573	173	7	,	,	PUNCT
ijassa-573	173	8	p182	p182	PROPN
ijassa-573	173	9	.	.	PUNCT
ijassa-573	174	1	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	174	2	-	-	PUNCT
ijassa-573	174	3	2202	2202	NUM
ijassa-573	174	4	-	-	PUNCT
ijassa-573	174	5	16	16	NUM
ijassa-573	174	6	-	-	PUNCT
ijassa-573	174	7	s1	s1	NOUN
ijassa-573	174	8	-	-	PUNCT
ijassa-573	174	9	p182	p182	PROPN
ijassa-573	174	10	.	.	PUNCT
ijassa-573	174	11	neuroprotection	neuroprotection	NOUN
ijassa-573	174	12	and	and	CCONJ
ijassa-573	174	13	timely	timely	ADJ
ijassa-573	174	14	troubleshooting	troubleshooting	NOUN
ijassa-573	174	15	of	of	ADP
ijassa-573	174	16	electric	electric	ADJ
ijassa-573	174	17	drive	drive	NOUN
ijassa-573	174	18	equipment	equipment	NOUN
ijassa-573	174	19	141	141	NUM
ijassa-573	174	20	copyright	copyright	NOUN
ijassa-573	174	21	©	©	PROPN
ijassa-573	174	22	2018	2018	NUM
ijassa-573	174	23	assa	assa	NOUN
ijassa-573	174	24	.	.	PUNCT
ijassa-573	175	1	adv	adv	PROPN
ijassa-573	175	2	.	.	PUNCT
ijassa-573	176	1	in	in	ADP
ijassa-573	176	2	systems	system	NOUN
ijassa-573	176	3	science	science	NOUN
ijassa-573	176	4	and	and	CCONJ
ijassa-573	176	5	appl	appl	NOUN
ijassa-573	176	6	.	.	PUNCT
ijassa-573	177	1	(	(	PUNCT
ijassa-573	177	2	2018	2018	NUM
ijassa-573	177	3	)	)	PUNCT
ijassa-573	178	1	[	[	X
ijassa-573	178	2	15	15	X
ijassa-573	178	3	]	]	X
ijassa-573	178	4	yilmaz	yilmaz	PROPN
ijassa-573	178	5	i	i	PRON
ijassa-573	178	6	,	,	PUNCT
ijassa-573	178	7	gullu	gullu	NOUN
ijassa-573	178	8	m.	m.	NOUN
ijassa-573	178	9	(	(	PUNCT
ijassa-573	178	10	2012	2012	NUM
ijassa-573	178	11	)	)	PUNCT
ijassa-573	178	12	.	.	PUNCT
ijassa-573	179	1	georeferencing	georeferencing	NOUN
ijassa-573	179	2	of	of	ADP
ijassa-573	179	3	historical	historical	ADJ
ijassa-573	179	4	maps	map	NOUN
ijassa-573	179	5	using	use	VERB
ijassa-573	179	6	back	back	ADP
ijassa-573	179	7	propagation	propagation	NOUN
ijassa-573	179	8	artificial	artificial	ADJ
ijassa-573	179	9	neural	neural	ADJ
ijassa-573	179	10	network	network	NOUN
ijassa-573	179	11	.	.	PUNCT
ijassa-573	180	1	exp	exp	NOUN
ijassa-573	180	2	tech	tech	NOUN
ijassa-573	180	3	.	.	PUNCT
ijassa-573	180	4	,	,	PUNCT
ijassa-573	180	5	36(5	36(5	NUM
ijassa-573	180	6	)	)	PUNCT
ijassa-573	180	7	,	,	PUNCT
ijassa-573	180	8	15	15	NUM
ijassa-573	180	9	-	-	SYM
ijassa-573	180	10	19	19	NUM
ijassa-573	180	11	.	.	PUNCT
ijassa-573	180	12	doi:10.1111	doi:10.1111	ADJ
ijassa-573	180	13	/	/	SYM
ijassa-573	180	14	j.17471567.2010.00694.x	j.17471567.2010.00694.x	PROPN
ijassa-573	180	15	.	.	PUNCT
ijassa-573	181	1	[	[	X
ijassa-573	181	2	16	16	NUM
ijassa-573	181	3	]	]	X
ijassa-573	181	4	yong	yong	PROPN
ijassa-573	181	5	l	l	PROPN
ijassa-573	181	6	,	,	PUNCT
ijassa-573	181	7	xiu	xiu	PROPN
ijassa-573	181	8	-	-	PUNCT
ijassa-573	181	9	fen	fen	PROPN
ijassa-573	181	10	z.	z.	PROPN
ijassa-573	181	11	(	(	PUNCT
ijassa-573	181	12	2003	2003	NUM
ijassa-573	181	13	)	)	PUNCT
ijassa-573	181	14	.	.	PUNCT
ijassa-573	182	1	from	from	ADP
ijassa-573	182	2	designing	design	VERB
ijassa-573	182	3	a	a	DET
ijassa-573	182	4	single	single	ADJ
ijassa-573	182	5	neural	neural	ADJ
ijassa-573	182	6	network	network	NOUN
ijassa-573	182	7	to	to	ADP
ijassa-573	182	8	designing	design	VERB
ijassa-573	182	9	neural	neural	ADJ
ijassa-573	182	10	network	network	NOUN
ijassa-573	182	11	ensembles	ensemble	NOUN
ijassa-573	182	12	.	.	PUNCT
ijassa-573	183	1	wuhan	wuhan	PROPN
ijassa-573	183	2	univ	univ	PROPN
ijassa-573	183	3	j	j	PROPN
ijassa-573	183	4	nat	nat	PROPN
ijassa-573	183	5	sci	sci	PROPN
ijassa-573	183	6	.	.	PROPN
ijassa-573	183	7	,	,	PUNCT
ijassa-573	183	8	8(1	8(1	NUM
ijassa-573	183	9	)	)	PUNCT
ijassa-573	183	10	,	,	PUNCT
ijassa-573	183	11	155	155	NUM
ijassa-573	183	12	-	-	SYM
ijassa-573	183	13	164	164	NUM
ijassa-573	183	14	.	.	PUNCT
ijassa-573	184	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	184	2	/	/	SYM
ijassa-573	184	3	bf02899473	bf02899473	PROPN
ijassa-573	184	4	.	.	PUNCT
ijassa-573	185	1	[	[	X
ijassa-573	185	2	17	17	NUM
ijassa-573	185	3	]	]	PUNCT
ijassa-573	185	4	yuan	yuan	NOUN
ijassa-573	185	5	c	c	X
ijassa-573	185	6	-	-	PUNCT
ijassa-573	185	7	w	w	PROPN
ijassa-573	185	8	,	,	PUNCT
ijassa-573	185	9	leibold	leibold	VERB
ijassa-573	185	10	c.	c.	PROPN
ijassa-573	185	11	(	(	PUNCT
ijassa-573	185	12	2011	2011	NUM
ijassa-573	185	13	)	)	PUNCT
ijassa-573	185	14	.	.	PUNCT
ijassa-573	186	1	capacity	capacity	NOUN
ijassa-573	186	2	measurement	measurement	NOUN
ijassa-573	186	3	of	of	ADP
ijassa-573	186	4	a	a	DET
ijassa-573	186	5	recurrent	recurrent	ADJ
ijassa-573	186	6	inhibitory	inhibitory	ADJ
ijassa-573	186	7	neural	neural	ADJ
ijassa-573	186	8	network	network	NOUN
ijassa-573	186	9	.	.	PUNCT
ijassa-573	187	1	bmc	bmc	PROPN
ijassa-573	187	2	neurosci	neurosci	PROPN
ijassa-573	187	3	.	.	PUNCT
ijassa-573	187	4	,	,	PUNCT
ijassa-573	187	5	12(1	12(1	NUM
ijassa-573	187	6	)	)	PUNCT
ijassa-573	187	7	,	,	PUNCT
ijassa-573	187	8	p196	p196	PROPN
ijassa-573	187	9	.	.	PUNCT
ijassa-573	188	1	doi:10.1186/1471	doi:10.1186/1471	NOUN
ijassa-573	188	2	-	-	PUNCT
ijassa-573	188	3	2202	2202	NUM
ijassa-573	188	4	-	-	PUNCT
ijassa-573	188	5	12	12	NUM
ijassa-573	188	6	-	-	PUNCT
ijassa-573	188	7	s1	s1	NOUN
ijassa-573	188	8	-	-	PUNCT
ijassa-573	188	9	p196	p196	PROPN
ijassa-573	188	10	.	.	PUNCT
ijassa-573	189	1	[	[	X
ijassa-573	189	2	18	18	NUM
ijassa-573	189	3	]	]	X
ijassa-573	189	4	zhao	zhao	PROPN
ijassa-573	189	5	y	y	PROPN
ijassa-573	189	6	,	,	PUNCT
ijassa-573	189	7	qin	qin	PROPN
ijassa-573	189	8	b	b	PROPN
ijassa-573	189	9	,	,	PUNCT
ijassa-573	189	10	liu	liu	PROPN
ijassa-573	189	11	t.	t.	PROPN
ijassa-573	189	12	(	(	PUNCT
ijassa-573	189	13	2017	2017	NUM
ijassa-573	189	14	)	)	PUNCT
ijassa-573	189	15	.	.	PUNCT
ijassa-573	190	1	encoding	encode	VERB
ijassa-573	190	2	syntactic	syntactic	ADJ
ijassa-573	190	3	representations	representation	NOUN
ijassa-573	190	4	with	with	ADP
ijassa-573	190	5	a	a	DET
ijassa-573	190	6	neural	neural	ADJ
ijassa-573	190	7	network	network	NOUN
ijassa-573	190	8	for	for	ADP
ijassa-573	190	9	sentiment	sentiment	NOUN
ijassa-573	190	10	collocation	collocation	NOUN
ijassa-573	190	11	extraction	extraction	NOUN
ijassa-573	190	12	.	.	PUNCT
ijassa-573	191	1	sci	sci	PROPN
ijassa-573	191	2	china	china	PROPN
ijassa-573	191	3	inf	inf	PROPN
ijassa-573	191	4	sci	sci	PROPN
ijassa-573	191	5	.	.	PROPN
ijassa-573	191	6	,	,	PUNCT
ijassa-573	191	7	60(11	60(11	NUM
ijassa-573	191	8	)	)	PUNCT
ijassa-573	191	9	,	,	PUNCT
ijassa-573	191	10	110101	110101	NUM
ijassa-573	191	11	.	.	PUNCT
ijassa-573	192	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	192	2	/	/	SYM
ijassa-573	192	3	s11432	s11432	PROPN
ijassa-573	192	4	-	-	PUNCT
ijassa-573	192	5	016	016	NUM
ijassa-573	192	6	-	-	PUNCT
ijassa-573	192	7	9229	9229	NUM
ijassa-573	192	8	-	-	PUNCT
ijassa-573	192	9	y.	y.	NOUN
ijassa-573	193	1	[	[	X
ijassa-573	193	2	19	19	NUM
ijassa-573	193	3	]	]	X
ijassa-573	193	4	zhilin	zhilin	PROPN
ijassa-573	193	5	v	v	PROPN
ijassa-573	193	6	v	v	NOUN
ijassa-573	193	7	,	,	PUNCT
ijassa-573	193	8	filist	filist	NOUN
ijassa-573	193	9	sa	sa	PROPN
ijassa-573	193	10	,	,	PUNCT
ijassa-573	193	11	rakhim	rakhim	PROPN
ijassa-573	193	12	ka	ka	PROPN
ijassa-573	193	13	,	,	PUNCT
ijassa-573	193	14	shatalova	shatalova	VERB
ijassa-573	193	15	o	o	PROPN
ijassa-573	193	16	v.	v.	PROPN
ijassa-573	193	17	(	(	PUNCT
ijassa-573	193	18	2008	2008	NUM
ijassa-573	193	19	)	)	PUNCT
ijassa-573	193	20	.	.	PUNCT
ijassa-573	194	1	a	a	DET
ijassa-573	194	2	method	method	NOUN
ijassa-573	194	3	for	for	ADP
ijassa-573	194	4	creating	create	VERB
ijassa-573	194	5	fuzzy	fuzzy	ADJ
ijassa-573	194	6	neural	neural	ADJ
ijassa-573	194	7	-	-	PUNCT
ijassa-573	194	8	network	network	NOUN
ijassa-573	194	9	models	model	NOUN
ijassa-573	194	10	using	use	VERB
ijassa-573	194	11	the	the	DET
ijassa-573	194	12	matlab	matlab	PROPN
ijassa-573	194	13	package	package	NOUN
ijassa-573	194	14	for	for	ADP
ijassa-573	194	15	biomedical	biomedical	ADJ
ijassa-573	194	16	applications	application	NOUN
ijassa-573	194	17	.	.	PUNCT
ijassa-573	194	18	biomed	biome	VERB
ijassa-573	194	19	eng	eng	PROPN
ijassa-573	194	20	(	(	PUNCT
ijassa-573	194	21	ny	ny	PROPN
ijassa-573	194	22	)	)	PUNCT
ijassa-573	194	23	,	,	PUNCT
ijassa-573	194	24	42(2	42(2	PROPN
ijassa-573	194	25	)	)	PUNCT
ijassa-573	194	26	,	,	PUNCT
ijassa-573	194	27	64	64	NUM
ijassa-573	194	28	-	-	SYM
ijassa-573	194	29	66	66	NUM
ijassa-573	194	30	.	.	PUNCT
ijassa-573	195	1	doi:10.1007	doi:10.1007	VERB
ijassa-573	195	2	/	/	SYM
ijassa-573	195	3	s10527	s10527	PROPN
ijassa-573	195	4	-	-	PUNCT
ijassa-573	195	5	008	008	NUM
ijassa-573	195	6	-	-	PUNCT
ijassa-573	195	7	9019	9019	NUM
ijassa-573	195	8	-	-	PUNCT
ijassa-573	195	9	y.	y.	NOUN
ijassa-573	196	1	[	[	X
ijassa-573	196	2	20	20	NUM
ijassa-573	196	3	]	]	X
ijassa-573	196	4	zhong	zhong	PROPN
ijassa-573	196	5	x	x	PROPN
ijassa-573	196	6	,	,	PUNCT
ijassa-573	196	7	wang	wang	PROPN
ijassa-573	196	8	b	b	PROPN
ijassa-573	196	9	-	-	PUNCT
ijassa-573	196	10	z	z	PROPN
ijassa-573	196	11	,	,	PUNCT
ijassa-573	196	12	wang	wang	PROPN
ijassa-573	196	13	h.	h.	PROPN
ijassa-573	196	14	(	(	PUNCT
ijassa-573	196	15	2001	2001	NUM
ijassa-573	196	16	)	)	PUNCT
ijassa-573	196	17	.	.	PUNCT
ijassa-573	197	1	artificial	artificial	ADJ
ijassa-573	197	2	neural	neural	ADJ
ijassa-573	197	3	network	network	NOUN
ijassa-573	197	4	model	model	NOUN
ijassa-573	197	5	for	for	ADP
ijassa-573	197	6	the	the	DET
ijassa-573	197	7	gap	gap	NOUN
ijassa-573	197	8	discontinuity	discontinuity	NOUN
ijassa-573	197	9	in	in	ADP
ijassa-573	197	10	shielded	shielded	ADJ
ijassa-573	197	11	coplanar	coplanar	ADJ
ijassa-573	197	12	waveguide	waveguide	NOUN
ijassa-573	197	13	.	.	PUNCT
ijassa-573	198	1	int	int	PROPN
ijassa-573	198	2	j	j	PROPN
ijassa-573	198	3	infrared	infrared	ADJ
ijassa-573	198	4	millimeter	millimeter	NOUN
ijassa-573	198	5	waves	wave	NOUN
ijassa-573	198	6	,	,	PUNCT
ijassa-573	198	7	22(8	22(8	NUM
ijassa-573	198	8	)	)	PUNCT
ijassa-573	198	9	,	,	PUNCT
ijassa-573	198	10	1267	1267	NUM
ijassa-573	198	11	-	-	SYM
ijassa-573	198	12	1276	1276	NUM
ijassa-573	198	13	.	.	PUNCT
ijassa-573	199	1	doi:10.1023	doi:10.1023	NOUN
ijassa-573	199	2	/	/	SYM
ijassa-573	199	3	a:1015079619009	a:1015079619009	PROPN
ijassa-573	199	4	.	.	PUNCT