id	sid	tid	token	lemma	pos
alkej-623	1	1	ammar	ammar	PROPN
alkej-623	1	2	a.	a.	PROPN
alkej-623	1	3	hassan	hassan	PROPN
alkej-623	1	4	/al	/al	PROPN
alkej-623	1	5	-	-	PUNCT
alkej-623	1	6	khwarizmi	khwarizmi	PROPN
alkej-623	1	7	engineering	engineering	NOUN
alkej-623	1	8	journal	journal	PROPN
alkej-623	1	9	,	,	PUNCT
alkej-623	1	10	vol.3	vol.3	PROPN
alkej-623	1	11	,	,	PUNCT
alkej-623	1	12	no	no	INTJ
alkej-623	1	13	.	.	NOUN
alkej-623	1	14	1	1	NUM
alkej-623	1	15	pp	pp	ADJ
alkej-623	1	16	,	,	PUNCT
alkej-623	1	17	80	80	NUM
alkej-623	1	18	-	-	SYM
alkej-623	1	19	41	41	NUM
alkej-623	1	20	(	(	PUNCT
alkej-623	1	21	2007	2007	NUM
alkej-623	1	22	)	)	PUNCT
alkej-623	1	23	١	١	NUM
alkej-623	1	24	reduction	reduction	NOUN
alkej-623	1	25	of	of	ADP
alkej-623	1	26	the	the	DET
alkej-623	1	27	error	error	NOUN
alkej-623	1	28	in	in	ADP
alkej-623	1	29	the	the	DET
alkej-623	1	30	hardware	hardware	NOUN
alkej-623	1	31	neural	neural	PROPN
alkej-623	1	32	network	network	PROPN
alkej-623	1	33	dr	dr	PROPN
alkej-623	1	34	.	.	PROPN
alkej-623	1	35	dhafer	dhafer	PROPN
alkej-623	1	36	r.	r.	PROPN
alkej-623	1	37	zaghar	zaghar	PROPN
alkej-623	1	38	computer	computer	NOUN
alkej-623	1	39	and	and	CCONJ
alkej-623	1	40	programming	programming	NOUN
alkej-623	1	41	engineering	engineering	PROPN
alkej-623	1	42	department	department	PROPN
alkej-623	1	43	college	college	PROPN
alkej-623	1	44	of	of	ADP
alkej-623	1	45	engineeringal	engineeringal	ADJ
alkej-623	1	46	-	-	PUNCT
alkej-623	1	47	mustanserya	mustanserya	NOUN
alkej-623	1	48	university	university	PROPN
alkej-623	1	49	/	/	SYM
alkej-623	1	50	baghdad/	baghdad/	NUM
alkej-623	1	51	iraq	iraq	PROPN
alkej-623	1	52	(	(	PUNCT
alkej-623	1	53	received	receive	VERB
alkej-623	1	54	7	7	NUM
alkej-623	1	55	march	march	NOUN
alkej-623	1	56	2006	2006	NUM
alkej-623	1	57	;	;	PUNCT
alkej-623	1	58	accepted	accept	VERB
alkej-623	1	59	24	24	NUM
alkej-623	1	60	april	april	PROPN
alkej-623	1	61	2007	2007	NUM
alkej-623	1	62	)	)	PUNCT
alkej-623	2	1	abstract	abstract	ADJ
alkej-623	2	2	:	:	PUNCT
alkej-623	2	3	specialized	specialized	ADJ
alkej-623	2	4	hardware	hardware	NOUN
alkej-623	2	5	implementations	implementation	NOUN
alkej-623	2	6	of	of	ADP
alkej-623	2	7	artificial	artificial	ADJ
alkej-623	2	8	neural	neural	ADJ
alkej-623	2	9	networks	network	NOUN
alkej-623	2	10	(	(	PUNCT
alkej-623	2	11	anns	anns	PROPN
alkej-623	2	12	)	)	PUNCT
alkej-623	2	13	can	can	AUX
alkej-623	2	14	offer	offer	VERB
alkej-623	2	15	faster	fast	ADJ
alkej-623	2	16	execution	execution	NOUN
alkej-623	2	17	than	than	ADP
alkej-623	2	18	general	general	ADJ
alkej-623	2	19	-	-	PUNCT
alkej-623	2	20	purpose	purpose	NOUN
alkej-623	2	21	microprocessors	microprocessor	NOUN
alkej-623	2	22	by	by	ADP
alkej-623	2	23	taking	take	VERB
alkej-623	2	24	advantage	advantage	NOUN
alkej-623	2	25	of	of	ADP
alkej-623	2	26	reusable	reusable	ADJ
alkej-623	2	27	modules	module	NOUN
alkej-623	2	28	,	,	PUNCT
alkej-623	2	29	parallel	parallel	NOUN
alkej-623	2	30	processes	process	NOUN
alkej-623	2	31	and	and	CCONJ
alkej-623	2	32	specialized	specialized	ADJ
alkej-623	2	33	computational	computational	ADJ
alkej-623	2	34	components	component	NOUN
alkej-623	2	35	.	.	PUNCT
alkej-623	3	1	modern	modern	ADJ
alkej-623	3	2	high	high	ADJ
alkej-623	3	3	-	-	PUNCT
alkej-623	3	4	density	density	NOUN
alkej-623	3	5	field	field	NOUN
alkej-623	3	6	programmable	programmable	ADJ
alkej-623	3	7	gate	gate	NOUN
alkej-623	3	8	arrays	array	NOUN
alkej-623	3	9	(	(	PUNCT
alkej-623	3	10	fpgas	fpgas	NOUN
alkej-623	3	11	)	)	PUNCT
alkej-623	3	12	offer	offer	VERB
alkej-623	3	13	the	the	DET
alkej-623	3	14	required	require	VERB
alkej-623	3	15	flexibility	flexibility	NOUN
alkej-623	3	16	and	and	CCONJ
alkej-623	3	17	fast	fast	ADJ
alkej-623	3	18	design	design	NOUN
alkej-623	3	19	-	-	PUNCT
alkej-623	3	20	to	to	ADP
alkej-623	3	21	-	-	PUNCT
alkej-623	3	22	implementation	implementation	NOUN
alkej-623	3	23	time	time	NOUN
alkej-623	3	24	with	with	ADP
alkej-623	3	25	the	the	DET
alkej-623	3	26	possibility	possibility	NOUN
alkej-623	3	27	of	of	ADP
alkej-623	3	28	exploiting	exploit	VERB
alkej-623	3	29	highly	highly	ADV
alkej-623	3	30	parallel	parallel	ADJ
alkej-623	3	31	computations	computation	NOUN
alkej-623	3	32	like	like	ADP
alkej-623	3	33	those	those	PRON
alkej-623	3	34	required	require	VERB
alkej-623	3	35	by	by	ADP
alkej-623	3	36	anns	ann	NOUN
alkej-623	3	37	in	in	ADP
alkej-623	3	38	hardware	hardware	NOUN
alkej-623	3	39	.	.	PUNCT
alkej-623	4	1	the	the	DET
alkej-623	4	2	bounded	bounded	ADJ
alkej-623	4	3	width	width	NOUN
alkej-623	4	4	of	of	ADP
alkej-623	4	5	the	the	DET
alkej-623	4	6	data	datum	NOUN
alkej-623	4	7	in	in	ADP
alkej-623	4	8	fpga	fpga	PROPN
alkej-623	4	9	anns	anns	PROPN
alkej-623	4	10	will	will	AUX
alkej-623	4	11	add	add	VERB
alkej-623	4	12	an	an	DET
alkej-623	4	13	additional	additional	ADJ
alkej-623	4	14	error	error	NOUN
alkej-623	4	15	to	to	ADP
alkej-623	4	16	the	the	DET
alkej-623	4	17	result	result	NOUN
alkej-623	4	18	of	of	ADP
alkej-623	4	19	the	the	DET
alkej-623	4	20	output	output	NOUN
alkej-623	4	21	.	.	PUNCT
alkej-623	5	1	this	this	DET
alkej-623	5	2	paper	paper	NOUN
alkej-623	5	3	derives	derive	VERB
alkej-623	5	4	the	the	DET
alkej-623	5	5	equations	equation	NOUN
alkej-623	5	6	of	of	ADP
alkej-623	5	7	the	the	DET
alkej-623	5	8	additional	additional	ADJ
alkej-623	5	9	error	error	NOUN
alkej-623	5	10	value	value	NOUN
alkej-623	5	11	that	that	PRON
alkej-623	5	12	generate	generate	VERB
alkej-623	5	13	from	from	ADP
alkej-623	5	14	bounded	bounded	ADJ
alkej-623	5	15	width	width	NOUN
alkej-623	5	16	of	of	ADP
alkej-623	5	17	the	the	DET
alkej-623	5	18	data	datum	NOUN
alkej-623	5	19	and	and	CCONJ
alkej-623	5	20	proposed	propose	VERB
alkej-623	5	21	a	a	DET
alkej-623	5	22	method	method	NOUN
alkej-623	5	23	to	to	PART
alkej-623	5	24	reduce	reduce	VERB
alkej-623	5	25	the	the	DET
alkej-623	5	26	effect	effect	NOUN
alkej-623	5	27	of	of	ADP
alkej-623	5	28	the	the	DET
alkej-623	5	29	error	error	NOUN
alkej-623	5	30	to	to	PART
alkej-623	5	31	give	give	VERB
alkej-623	5	32	an	an	DET
alkej-623	5	33	optimal	optimal	ADJ
alkej-623	5	34	result	result	NOUN
alkej-623	5	35	in	in	ADP
alkej-623	5	36	the	the	DET
alkej-623	5	37	output	output	NOUN
alkej-623	5	38	with	with	ADP
alkej-623	5	39	a	a	DET
alkej-623	5	40	low	low	ADJ
alkej-623	5	41	cost	cost	NOUN
alkej-623	5	42	.	.	PUNCT
alkej-623	6	1	key	key	ADJ
alkej-623	6	2	words	word	NOUN
alkej-623	6	3	:	:	PUNCT
alkej-623	6	4	neural	neural	ADJ
alkej-623	6	5	,	,	PUNCT
alkej-623	6	6	co	co	NOUN
alkej-623	6	7	-	-	NOUN
alkej-623	6	8	processor	processor	ADJ
alkej-623	6	9	,	,	PUNCT
alkej-623	6	10	dsp	dsp	NOUN
alkej-623	6	11	,	,	PUNCT
alkej-623	6	12	fpga	fpga	PROPN
alkej-623	6	13	,	,	PUNCT
alkej-623	6	14	ise	ise	NOUN
alkej-623	6	15	4.1i	4.1i	PROPN
alkej-623	6	16	software	software	NOUN
alkej-623	6	17	,	,	PUNCT
alkej-623	6	18	adder	adder	NOUN
alkej-623	6	19	,	,	PUNCT
alkej-623	6	20	multiplier	multipli	ADJ
alkej-623	6	21	.	.	PUNCT
alkej-623	7	1	1.introduction	1.introduction	NUM
alkej-623	7	2	artificial	artificial	ADJ
alkej-623	7	3	neural	neural	ADJ
alkej-623	7	4	networks	network	NOUN
alkej-623	7	5	have	have	AUX
alkej-623	7	6	for	for	ADP
alkej-623	7	7	many	many	ADJ
alkej-623	7	8	years	year	NOUN
alkej-623	7	9	proved	prove	VERB
alkej-623	7	10	themselves	themselves	PRON
alkej-623	7	11	effective	effective	ADJ
alkej-623	7	12	tools	tool	NOUN
alkej-623	7	13	in	in	ADP
alkej-623	7	14	classification	classification	NOUN
alkej-623	7	15	and	and	CCONJ
alkej-623	7	16	even	even	ADV
alkej-623	7	17	prediction	prediction	NOUN
alkej-623	7	18	of	of	ADP
alkej-623	7	19	arrays	array	NOUN
alkej-623	7	20	of	of	ADP
alkej-623	7	21	patterns	pattern	NOUN
alkej-623	7	22	.	.	PUNCT
alkej-623	8	1	today	today	NOUN
alkej-623	8	2	,	,	PUNCT
alkej-623	8	3	artificial	artificial	ADJ
alkej-623	8	4	neural	neural	ADJ
alkej-623	8	5	networks	network	NOUN
alkej-623	8	6	are	be	AUX
alkej-623	8	7	used	use	VERB
alkej-623	8	8	in	in	ADP
alkej-623	8	9	diverse	diverse	ADJ
alkej-623	8	10	applications	application	NOUN
alkej-623	8	11	,	,	PUNCT
alkej-623	8	12	ranging	range	VERB
alkej-623	8	13	from	from	ADP
alkej-623	8	14	voice	voice	NOUN
alkej-623	8	15	recognition	recognition	NOUN
alkej-623	8	16	to	to	PART
alkej-623	8	17	weather	weather	VERB
alkej-623	8	18	prediction	prediction	NOUN
alkej-623	8	19	models	model	NOUN
alkej-623	8	20	[	[	X
alkej-623	8	21	1,2	1,2	NUM
alkej-623	8	22	]	]	PUNCT
alkej-623	8	23	.	.	PUNCT
alkej-623	9	1	as	as	SCONJ
alkej-623	9	2	industry	industry	NOUN
alkej-623	9	3	has	have	AUX
alkej-623	9	4	developed	develop	VERB
alkej-623	9	5	the	the	DET
alkej-623	9	6	need	need	NOUN
alkej-623	9	7	for	for	ADP
alkej-623	9	8	rapid	rapid	ADJ
alkej-623	9	9	prototyping	prototyping	NOUN
alkej-623	9	10	and	and	CCONJ
alkej-623	9	11	denser	dense	ADJ
alkej-623	9	12	devices	device	NOUN
alkej-623	9	13	,	,	PUNCT
alkej-623	9	14	fpga	fpga	PROPN
alkej-623	9	15	have	have	AUX
alkej-623	9	16	become	become	VERB
alkej-623	9	17	excellent	excellent	ADJ
alkej-623	9	18	tools	tool	NOUN
alkej-623	9	19	for	for	ADP
alkej-623	9	20	the	the	DET
alkej-623	9	21	implementation	implementation	NOUN
alkej-623	9	22	of	of	ADP
alkej-623	9	23	complex	complex	ADJ
alkej-623	9	24	digital	digital	ADJ
alkej-623	9	25	systems	system	NOUN
alkej-623	9	26	[	[	X
alkej-623	9	27	3,4	3,4	NUM
alkej-623	9	28	]	]	PUNCT
alkej-623	9	29	.	.	PUNCT
alkej-623	10	1	by	by	ADP
alkej-623	10	2	taking	take	VERB
alkej-623	10	3	advantage	advantage	NOUN
alkej-623	10	4	of	of	ADP
alkej-623	10	5	the	the	DET
alkej-623	10	6	dynamic	dynamic	ADJ
alkej-623	10	7	flexibility	flexibility	NOUN
alkej-623	10	8	that	that	PRON
alkej-623	10	9	fpgas	fpga	NOUN
alkej-623	10	10	have	have	VERB
alkej-623	10	11	to	to	PART
alkej-623	10	12	offer	offer	VERB
alkej-623	10	13	,	,	PUNCT
alkej-623	10	14	a	a	DET
alkej-623	10	15	digital	digital	ADJ
alkej-623	10	16	implementation	implementation	NOUN
alkej-623	10	17	of	of	ADP
alkej-623	10	18	a	a	DET
alkej-623	10	19	general	general	ADJ
alkej-623	10	20	-	-	PUNCT
alkej-623	10	21	purpose	purpose	NOUN
alkej-623	10	22	ann	ann	PROPN
alkej-623	10	23	in	in	ADP
alkej-623	10	24	the	the	DET
alkej-623	10	25	form	form	NOUN
alkej-623	10	26	of	of	ADP
alkej-623	10	27	a	a	DET
alkej-623	10	28	coprocessor	coprocessor	NOUN
alkej-623	10	29	is	be	AUX
alkej-623	10	30	created	create	VERB
alkej-623	10	31	and	and	CCONJ
alkej-623	10	32	presented	present	VERB
alkej-623	10	33	in	in	ADP
alkej-623	10	34	this	this	DET
alkej-623	10	35	paper	paper	NOUN
alkej-623	10	36	.	.	PUNCT
alkej-623	11	1	this	this	PRON
alkej-623	11	2	ann	ann	PROPN
alkej-623	11	3	co	co	NOUN
alkej-623	11	4	-	-	NOUN
alkej-623	11	5	processor	processor	NOUN
alkej-623	11	6	has	have	AUX
alkej-623	11	7	been	be	AUX
alkej-623	11	8	designed	design	VERB
alkej-623	11	9	to	to	PART
alkej-623	11	10	work	work	VERB
alkej-623	11	11	in	in	ADP
alkej-623	11	12	conjunction	conjunction	NOUN
alkej-623	11	13	with	with	ADP
alkej-623	11	14	a	a	DET
alkej-623	11	15	dsp	dsp	NOUN
alkej-623	11	16	or	or	CCONJ
alkej-623	11	17	generalpurpose	generalpurpose	NOUN
alkej-623	11	18	processor	processor	NOUN
alkej-623	11	19	to	to	PART
alkej-623	11	20	create	create	VERB
alkej-623	11	21	a	a	DET
alkej-623	11	22	fast	fast	ADJ
alkej-623	11	23	and	and	CCONJ
alkej-623	11	24	flexible	flexible	ADJ
alkej-623	11	25	intelligent	intelligent	ADJ
alkej-623	11	26	ann	ann	NOUN
alkej-623	11	27	system	system	NOUN
alkej-623	11	28	with	with	ADP
alkej-623	11	29	the	the	DET
alkej-623	11	30	potential	potential	NOUN
alkej-623	11	31	to	to	PART
alkej-623	11	32	be	be	AUX
alkej-623	11	33	used	use	VERB
alkej-623	11	34	in	in	ADP
alkej-623	11	35	a	a	DET
alkej-623	11	36	wide	wide	ADJ
alkej-623	11	37	range	range	NOUN
alkej-623	11	38	of	of	ADP
alkej-623	11	39	applications	application	NOUN
alkej-623	11	40	.	.	PUNCT
alkej-623	12	1	by	by	ADP
alkej-623	12	2	realizing	realize	VERB
alkej-623	12	3	specific	specific	ADJ
alkej-623	12	4	hardware	hardware	NOUN
alkej-623	12	5	entities	entity	NOUN
alkej-623	12	6	commonly	commonly	ADV
alkej-623	12	7	used	use	VERB
alkej-623	12	8	in	in	ADP
alkej-623	12	9	anns	ann	NOUN
alkej-623	12	10	like	like	ADP
alkej-623	12	11	multiplication	multiplication	NOUN
alkej-623	12	12	and	and	CCONJ
alkej-623	12	13	addition	addition	NOUN
alkej-623	12	14	and	and	CCONJ
alkej-623	12	15	exploiting	exploit	VERB
alkej-623	12	16	any	any	DET
alkej-623	12	17	parallelism	parallelism	NOUN
alkej-623	12	18	found	find	VERB
alkej-623	12	19	in	in	ADP
alkej-623	12	20	the	the	DET
alkej-623	12	21	net	net	NOUN
alkej-623	12	22	,	,	PUNCT
alkej-623	12	23	the	the	DET
alkej-623	12	24	hardware	hardware	NOUN
alkej-623	12	25	implementation	implementation	NOUN
alkej-623	12	26	of	of	ADP
alkej-623	12	27	an	an	DET
alkej-623	12	28	ann	ann	PROPN
alkej-623	12	29	can	can	AUX
alkej-623	12	30	very	very	ADV
alkej-623	12	31	well	well	ADV
alkej-623	12	32	outperform	outperform	VERB
alkej-623	12	33	its	its	PRON
alkej-623	12	34	software	software	NOUN
alkej-623	12	35	counterpart	counterpart	NOUN
alkej-623	12	36	when	when	SCONJ
alkej-623	12	37	comparing	compare	VERB
alkej-623	12	38	the	the	DET
alkej-623	12	39	throughput	throughput	NOUN
alkej-623	12	40	of	of	ADP
alkej-623	12	41	both	both	DET
alkej-623	12	42	methods	method	NOUN
alkej-623	12	43	.	.	PUNCT
alkej-623	13	1	one	one	NUM
alkej-623	13	2	,	,	PUNCT
alkej-623	13	3	nevertheless	nevertheless	ADV
alkej-623	13	4	,	,	PUNCT
alkej-623	13	5	has	have	VERB
alkej-623	13	6	to	to	PART
alkej-623	13	7	keep	keep	VERB
alkej-623	13	8	in	in	ADP
alkej-623	13	9	mind	mind	NOUN
alkej-623	13	10	that	that	SCONJ
alkej-623	13	11	the	the	DET
alkej-623	13	12	use	use	NOUN
alkej-623	13	13	of	of	ADP
alkej-623	13	14	fpgas	fpgas	NOUN
alkej-623	13	15	implies	imply	VERB
alkej-623	13	16	the	the	DET
alkej-623	13	17	sacrifice	sacrifice	NOUN
alkej-623	13	18	of	of	ADP
alkej-623	13	19	flexibility	flexibility	NOUN
alkej-623	13	20	for	for	ADP
alkej-623	13	21	speed	speed	NOUN
alkej-623	13	22	.	.	PUNCT
alkej-623	14	1	while	while	SCONJ
alkej-623	14	2	the	the	DET
alkej-623	14	3	fpga	fpga	NOUN
alkej-623	14	4	we	we	PRON
alkej-623	14	5	use	use	VERB
alkej-623	14	6	has	have	VERB
alkej-623	14	7	a	a	DET
alkej-623	14	8	relatively	relatively	ADV
alkej-623	14	9	large	large	ADJ
alkej-623	14	10	quantity	quantity	NOUN
alkej-623	14	11	of	of	ADP
alkej-623	14	12	resources	resource	NOUN
alkej-623	14	13	,	,	PUNCT
alkej-623	14	14	we	we	PRON
alkej-623	14	15	make	make	VERB
alkej-623	14	16	a	a	DET
alkej-623	14	17	conscious	conscious	ADJ
alkej-623	14	18	effort	effort	NOUN
alkej-623	14	19	to	to	PART
alkej-623	14	20	improve	improve	VERB
alkej-623	14	21	speed	speed	NOUN
alkej-623	14	22	while	while	SCONJ
alkej-623	14	23	keeping	keep	VERB
alkej-623	14	24	the	the	DET
alkej-623	14	25	gate	gate	NOUN
alkej-623	14	26	count	count	NOUN
alkej-623	14	27	to	to	ADP
alkej-623	14	28	a	a	DET
alkej-623	14	29	minimum	minimum	NOUN
alkej-623	14	30	.	.	PUNCT
alkej-623	15	1	for	for	ADP
alkej-623	15	2	this	this	DET
alkej-623	15	3	reason	reason	NOUN
alkej-623	15	4	,	,	PUNCT
alkej-623	15	5	each	each	DET
alkej-623	15	6	layer	layer	NOUN
alkej-623	15	7	in	in	ADP
alkej-623	15	8	the	the	DET
alkej-623	15	9	ann	ann	PROPN
alkej-623	15	10	is	be	AUX
alkej-623	15	11	composed	compose	VERB
alkej-623	15	12	of	of	ADP
alkej-623	15	13	parallel	parallel	ADJ
alkej-623	15	14	neurons	neuron	NOUN
alkej-623	15	15	that	that	PRON
alkej-623	15	16	individually	individually	ADV
alkej-623	15	17	compute	compute	VERB
alkej-623	15	18	a	a	DET
alkej-623	15	19	summation	summation	NOUN
alkej-623	15	20	of	of	ADP
alkej-623	15	21	products	product	NOUN
alkej-623	15	22	,	,	PUNCT
alkej-623	15	23	and	and	CCONJ
alkej-623	15	24	all	all	DET
alkej-623	15	25	the	the	DET
alkej-623	15	26	internal	internal	ADJ
alkej-623	15	27	components	component	NOUN
alkej-623	15	28	of	of	ADP
alkej-623	15	29	the	the	DET
alkej-623	15	30	network	network	NOUN
alkej-623	15	31	are	be	AUX
alkej-623	15	32	designed	design	VERB
alkej-623	15	33	to	to	PART
alkej-623	15	34	take	take	VERB
alkej-623	15	35	advantage	advantage	NOUN
alkej-623	15	36	of	of	ADP
alkej-623	15	37	the	the	DET
alkej-623	15	38	al	al	PROPN
alkej-623	15	39	-	-	PUNCT
alkej-623	15	40	khwarizmi	khwarizmi	PROPN
alkej-623	15	41	engineering	engineering	PROPN
alkej-623	15	42	journal	journal	PROPN
alkej-623	15	43	al	al	PROPN
alkej-623	15	44	-	-	PUNCT
alkej-623	15	45	khwarizmi	khwarizmi	PROPN
alkej-623	15	46	engineering	engineering	NOUN
alkej-623	15	47	journal	journal	PROPN
alkej-623	15	48	,	,	PUNCT
alkej-623	15	49	vol.3	vol.3	PROPN
alkej-623	15	50	,	,	PUNCT
alkej-623	15	51	no.2	no.2	PROPN
alkej-623	15	52	,	,	PUNCT
alkej-623	15	53	pp1	pp1	PROPN
alkej-623	15	54	-	-	SYM
alkej-623	15	55	7	7	NUM
alkej-623	15	56	(	(	PUNCT
alkej-623	15	57	2007	2007	NUM
alkej-623	15	58	)	)	PUNCT
alkej-623	15	59	this	this	DET
alkej-623	15	60	page	page	NOUN
alkej-623	15	61	was	be	AUX
alkej-623	15	62	created	create	VERB
alkej-623	15	63	using	use	VERB
alkej-623	15	64	nitro	nitro	NOUN
alkej-623	15	65	pdf	pdf	NOUN
alkej-623	15	66	trial	trial	NOUN
alkej-623	15	67	software	software	NOUN
alkej-623	15	68	.	.	PUNCT
alkej-623	16	1	to	to	PART
alkej-623	16	2	purchase	purchase	VERB
alkej-623	16	3	,	,	PUNCT
alkej-623	16	4	go	go	VERB
alkej-623	16	5	to	to	ADP
alkej-623	16	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	16	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	16	8	dr	dr	PROPN
alkej-623	16	9	.	.	PROPN
alkej-623	16	10	dhafer	dhafer	PROPN
alkej-623	16	11	r.	r.	PROPN
alkej-623	16	12	zaghar	zaghar	PROPN
alkej-623	16	13	/al	/al	PROPN
alkej-623	16	14	-	-	PUNCT
alkej-623	16	15	khwarizmi	khwarizmi	PROPN
alkej-623	16	16	engineering	engineering	NOUN
alkej-623	16	17	journal	journal	PROPN
alkej-623	16	18	,	,	PUNCT
alkej-623	16	19	vol.3	vol.3	PROPN
alkej-623	16	20	,	,	PUNCT
alkej-623	16	21	no.2	no.2	PROPN
alkej-623	16	22	pp1	pp1	PROPN
alkej-623	16	23	-	-	PUNCT
alkej-623	16	24	7	7	NUM
alkej-623	16	25	(	(	PUNCT
alkej-623	16	26	2007	2007	NUM
alkej-623	16	27	)	)	PUNCT
alkej-623	16	28	available	available	ADJ
alkej-623	16	29	hardware	hardware	NOUN
alkej-623	16	30	resources	resource	NOUN
alkej-623	16	31	like	like	ADP
alkej-623	16	32	fast	fast	ADJ
alkej-623	16	33	-	-	PUNCT
alkej-623	16	34	carry	carry	NOUN
alkej-623	16	35	chains	chain	NOUN
alkej-623	16	36	,	,	PUNCT
alkej-623	16	37	lookup	lookup	NOUN
alkej-623	16	38	tables	table	NOUN
alkej-623	16	39	and	and	CCONJ
alkej-623	16	40	distributed	distribute	VERB
alkej-623	16	41	ram	ram	NOUN
alkej-623	16	42	blocks	block	NOUN
alkej-623	16	43	[	[	X
alkej-623	16	44	5	5	NUM
alkej-623	16	45	]	]	PUNCT
alkej-623	16	46	.	.	PUNCT
alkej-623	17	1	2	2	X
alkej-623	17	2	.	.	NUM
alkej-623	17	3	hidden	hidden	ADJ
alkej-623	17	4	and	and	CCONJ
alkej-623	17	5	output	output	NOUN
alkej-623	17	6	layer	layer	NOUN
alkej-623	17	7	design	design	VERB
alkej-623	17	8	the	the	DET
alkej-623	17	9	target	target	NOUN
alkej-623	17	10	device	device	NOUN
alkej-623	17	11	for	for	ADP
alkej-623	17	12	the	the	DET
alkej-623	17	13	co	co	NOUN
alkej-623	17	14	-	-	ADJ
alkej-623	17	15	processor	processor	ADJ
alkej-623	17	16	design	design	NOUN
alkej-623	17	17	is	be	AUX
alkej-623	17	18	xilinx	xilinx	PROPN
alkej-623	17	19	’s	’s	PART
alkej-623	17	20	spartan	spartan	PROPN
alkej-623	17	21	ii	ii	PROPN
alkej-623	17	22	fpga	fpga	PROPN
alkej-623	17	23	.	.	PUNCT
alkej-623	18	1	this	this	DET
alkej-623	18	2	device	device	NOUN
alkej-623	18	3	is	be	AUX
alkej-623	18	4	chosen	choose	VERB
alkej-623	18	5	because	because	SCONJ
alkej-623	18	6	of	of	ADP
alkej-623	18	7	its	its	PRON
alkej-623	18	8	distributed	distribute	VERB
alkej-623	18	9	memory	memory	NOUN
alkej-623	18	10	ram	ram	NOUN
alkej-623	18	11	banks	bank	NOUN
alkej-623	18	12	which	which	PRON
alkej-623	18	13	allow	allow	VERB
alkej-623	18	14	implementation	implementation	NOUN
alkej-623	18	15	of	of	ADP
alkej-623	18	16	fast	fast	ADJ
alkej-623	18	17	register	register	NOUN
alkej-623	18	18	files	file	NOUN
alkej-623	18	19	where	where	SCONJ
alkej-623	18	20	inputs	input	NOUN
alkej-623	18	21	and	and	CCONJ
alkej-623	18	22	weights	weight	NOUN
alkej-623	18	23	are	be	AUX
alkej-623	18	24	stored	store	VERB
alkej-623	18	25	,	,	PUNCT
alkej-623	18	26	its	its	PRON
alkej-623	18	27	versatile	versatile	ADJ
alkej-623	18	28	i	i	PROPN
alkej-623	18	29	/	/	SYM
alkej-623	18	30	o	o	PROPN
alkej-623	18	31	interface	interface	NOUN
alkej-623	18	32	that	that	PRON
alkej-623	18	33	supports	support	VERB
alkej-623	18	34	3.3v	3.3v	NUM
alkej-623	18	35	outputs	output	NOUN
alkej-623	18	36	and	and	CCONJ
alkej-623	18	37	ttl	ttl	PROPN
alkej-623	18	38	voltage	voltage	NOUN
alkej-623	18	39	levels	level	NOUN
alkej-623	18	40	and	and	CCONJ
alkej-623	18	41	its	its	PRON
alkej-623	18	42	low	low	ADJ
alkej-623	18	43	market	market	NOUN
alkej-623	18	44	cost	cost	NOUN
alkej-623	18	45	.	.	PUNCT
alkej-623	19	1	the	the	DET
alkej-623	19	2	complete	complete	ADJ
alkej-623	19	3	co	co	ADJ
alkej-623	19	4	-	-	ADJ
alkej-623	19	5	processor	processor	ADJ
alkej-623	19	6	design	design	NOUN
alkej-623	19	7	is	be	AUX
alkej-623	19	8	written	write	VERB
alkej-623	19	9	in	in	ADP
alkej-623	19	10	vhdl	vhdl	PROPN
alkej-623	19	11	(	(	PUNCT
alkej-623	19	12	vhsic	vhsic	NOUN
alkej-623	19	13	hardware	hardware	NOUN
alkej-623	19	14	description	description	NOUN
alkej-623	19	15	language	language	NOUN
alkej-623	19	16	and	and	CCONJ
alkej-623	19	17	the	the	DET
alkej-623	19	18	acronym	acronym	NOUN
alkej-623	19	19	vhsic	vhsic	NOUN
alkej-623	19	20	,	,	PUNCT
alkej-623	19	21	in	in	ADP
alkej-623	19	22	turn	turn	NOUN
alkej-623	19	23	,	,	PUNCT
alkej-623	19	24	refers	refer	VERB
alkej-623	19	25	to	to	ADP
alkej-623	19	26	the	the	DET
alkej-623	19	27	very	very	ADV
alkej-623	19	28	high	high	ADJ
alkej-623	19	29	-	-	PUNCT
alkej-623	19	30	speed	speed	NOUN
alkej-623	19	31	integrated	integrate	VERB
alkej-623	19	32	circuit	circuit	NOUN
alkej-623	19	33	program	program	NOUN
alkej-623	19	34	)	)	PUNCT
alkej-623	19	35	using	use	VERB
alkej-623	19	36	a	a	DET
alkej-623	19	37	structural	structural	ADJ
alkej-623	19	38	approach	approach	NOUN
alkej-623	19	39	with	with	ADP
alkej-623	19	40	the	the	DET
alkej-623	19	41	help	help	NOUN
alkej-623	19	42	of	of	ADP
alkej-623	19	43	xilinx	xilinx	PROPN
alkej-623	19	44	foundation	foundation	PROPN
alkej-623	19	45	series	series	PROPN
alkej-623	19	46	ise	ise	PROPN
alkej-623	19	47	4.1i	4.1i	PROPN
alkej-623	19	48	software	software	NOUN
alkej-623	20	1	[	[	X
alkej-623	20	2	6	6	NUM
alkej-623	20	3	]	]	PUNCT
alkej-623	20	4	.	.	PUNCT
alkej-623	21	1	the	the	DET
alkej-623	21	2	hardware	hardware	NOUN
alkej-623	21	3	implementation	implementation	NOUN
alkej-623	21	4	of	of	ADP
alkej-623	21	5	the	the	DET
alkej-623	21	6	neurons	neuron	NOUN
alkej-623	21	7	realizes	realize	VERB
alkej-623	21	8	the	the	DET
alkej-623	21	9	following	follow	VERB
alkej-623	21	10	two	two	NUM
alkej-623	21	11	equations	equation	NOUN
alkej-623	21	12	:	:	PUNCT
alkej-623	21	13	1210	1210	NUM
alkej-623	21	14	1	1	NUM
alkej-623	21	15	0	0	NUM
alkej-623	21	16	,	,	PUNCT
alkej-623	21	17	....	....	PUNCT
alkej-623	21	18	m-	m-	PROPN
alkej-623	21	19	,	,	PUNCT
alkej-623	21	20	,	,	PUNCT
alkej-623	21	21	jxwa	jxwa	VERB
alkej-623	21	22	i	i	PRON
alkej-623	21	23	n	n	NOUN
alkej-623	22	1	i	i	PRON
alkej-623	22	2	s	s	VERB
alkej-623	22	3	ij	ij	X
alkej-623	22	4	s	s	PROPN
alkej-623	22	5	j	j	PROPN
alkej-623	22	6			NUM
alkej-623	22	7			X
alkej-623	22	8			VERB
alkej-623	22	9			PRON
alkej-623	22	10	...	...	PUNCT
alkej-623	23	1	(	(	PUNCT
alkej-623	23	2	1	1	NUM
alkej-623	23	3	)	)	PUNCT
alkej-623	23	4	)	)	PUNCT
alkej-623	24	1	f	f	X
alkej-623	24	2	(	(	PUNCT
alkej-623	24	3	ao	ao	PROPN
alkej-623	24	4	s	s	PROPN
alkej-623	25	1	j	j	PROPN
alkej-623	25	2	s	s	PROPN
alkej-623	25	3	j	j	PROPN
alkej-623	25	4			NUM
alkej-623	25	5	…	…	PUNCT
alkej-623	25	6	.....	.....	PUNCT
alkej-623	25	7	(	(	PUNCT
alkej-623	25	8	2	2	X
alkej-623	25	9	)	)	PUNCT
alkej-623	25	10	wherea	wherea	NOUN
alkej-623	25	11	s	s	PRON
alkej-623	25	12	j	j	PROPN
alkej-623	25	13	in	in	ADP
alkej-623	25	14	(	(	PUNCT
alkej-623	25	15	1	1	NUM
alkej-623	25	16	)	)	PUNCT
alkej-623	25	17	is	be	AUX
alkej-623	25	18	the	the	DET
alkej-623	25	19	jth	jth	PROPN
alkej-623	25	20	-	-	PUNCT
alkej-623	25	21	accumulated	accumulate	VERB
alkej-623	25	22	sum	sum	NOUN
alkej-623	25	23	for	for	ADP
alkej-623	25	24	layer	layer	NOUN
alkej-623	25	25	s	s	NOUN
alkej-623	25	26	with	with	ADP
alkej-623	25	27	m	m	PROPN
alkej-623	25	28	neurons	neuron	NOUN
alkej-623	25	29	and	and	CCONJ
alkej-623	25	30	n	n	NOUN
alkej-623	25	31	inputs	input	NOUN
alkej-623	25	32	,	,	PUNCT
alkej-623	25	33	w	w	PROPN
alkej-623	25	34	s	s	X
alkej-623	25	35	ij	ij	NOUN
alkej-623	25	36	is	be	AUX
alkej-623	25	37	the	the	DET
alkej-623	25	38	weight	weight	NOUN
alkej-623	25	39	between	between	ADP
alkej-623	25	40	node	node	NOUN
alkej-623	25	41	i	i	PRON
alkej-623	25	42	in	in	ADP
alkej-623	25	43	layer	layer	NOUN
alkej-623	25	44	s-1	s-1	NOUN
alkej-623	25	45	and	and	CCONJ
alkej-623	25	46	node	node	PROPN
alkej-623	25	47	j	j	PROPN
alkej-623	25	48	in	in	ADP
alkej-623	25	49	layer	layer	NOUN
alkej-623	25	50	s	s	PROPN
alkej-623	25	51	,	,	PUNCT
alkej-623	25	52	xi	xi	X
alkej-623	25	53	is	be	AUX
alkej-623	25	54	the	the	DET
alkej-623	25	55	ith	ith	PROPN
alkej-623	25	56	input	input	NOUN
alkej-623	25	57	and	and	CCONJ
alkej-623	25	58	o	o	NOUN
alkej-623	25	59	s	s	PROPN
alkej-623	25	60	j	j	PROPN
alkej-623	25	61	in	in	ADP
alkej-623	25	62	(	(	PUNCT
alkej-623	25	63	2	2	NUM
alkej-623	25	64	)	)	PUNCT
alkej-623	25	65	is	be	AUX
alkej-623	25	66	the	the	DET
alkej-623	25	67	output	output	NOUN
alkej-623	25	68	of	of	ADP
alkej-623	25	69	the	the	DET
alkej-623	25	70	jth	jth	PROPN
alkej-623	25	71	neuron	neuron	PROPN
alkej-623	25	72	of	of	ADP
alkej-623	25	73	layer	layer	NOUN
alkej-623	25	74	s	s	AUX
alkej-623	25	75	given	give	VERB
alkej-623	25	76	by	by	ADP
alkej-623	25	77	the	the	DET
alkej-623	25	78	activation	activation	NOUN
alkej-623	25	79	function	function	NOUN
alkej-623	25	80	[	[	X
alkej-623	25	81	5	5	NUM
alkej-623	25	82	]	]	PUNCT
alkej-623	25	83	.	.	PUNCT
alkej-623	26	1	3.hardware	3.hardware	NUM
alkej-623	26	2	neural	neural	ADJ
alkej-623	26	3	node	node	VERB
alkej-623	26	4	the	the	DET
alkej-623	26	5	corresponding	correspond	VERB
alkej-623	26	6	block	block	NOUN
alkej-623	26	7	diagram	diagram	NOUN
alkej-623	26	8	in	in	ADP
alkej-623	26	9	fig.(1	fig.(1	PROPN
alkej-623	26	10	)	)	PUNCT
alkej-623	26	11	is	be	AUX
alkej-623	26	12	a	a	DET
alkej-623	26	13	single	single	ADJ
alkej-623	26	14	neuron	neuron	NOUN
alkej-623	26	15	that	that	PRON
alkej-623	26	16	has	have	VERB
alkej-623	26	17	n	n	NUM
alkej-623	26	18	input	input	NOUN
alkej-623	26	19	data	datum	NOUN
alkej-623	26	20	and	and	CCONJ
alkej-623	26	21	n	n	PRON
alkej-623	26	22	input	input	NOUN
alkej-623	26	23	weight	weight	NOUN
alkej-623	26	24	each	each	DET
alkej-623	26	25	one	one	NUM
alkej-623	26	26	has	have	VERB
alkej-623	26	27	k	k	ADJ
alkej-623	26	28	-	-	PUNCT
alkej-623	26	29	bit	bit	NOUN
alkej-623	26	30	bus	bus	NOUN
alkej-623	26	31	width	width	NOUN
alkej-623	26	32	.	.	PUNCT
alkej-623	27	1	the	the	DET
alkej-623	27	2	calculation	calculation	NOUN
alkej-623	27	3	of	of	ADP
alkej-623	27	4	the	the	DET
alkej-623	27	5	output	output	NOUN
alkej-623	27	6	pass	pass	VERB
alkej-623	27	7	in	in	ADP
alkej-623	27	8	to	to	ADP
alkej-623	27	9	two	two	NUM
alkej-623	27	10	stages	stage	NOUN
alkej-623	27	11	first	first	ADV
alkej-623	27	12	is	be	AUX
alkej-623	27	13	the	the	DET
alkej-623	27	14	multiplication	multiplication	NOUN
alkej-623	27	15	then	then	ADV
alkej-623	27	16	second	second	ADJ
alkej-623	27	17	is	be	AUX
alkej-623	27	18	the	the	DET
alkej-623	27	19	accumulation	accumulation	NOUN
alkej-623	27	20	of	of	ADP
alkej-623	27	21	the	the	DET
alkej-623	27	22	result	result	NOUN
alkej-623	27	23	of	of	ADP
alkej-623	27	24	the	the	DET
alkej-623	27	25	multiplication	multiplication	NOUN
alkej-623	27	26	stage	stage	NOUN
alkej-623	27	27	.	.	PUNCT
alkej-623	28	1	the	the	DET
alkej-623	28	2	multiplication	multiplication	NOUN
alkej-623	28	3	stage	stage	NOUN
alkej-623	28	4	has	have	VERB
alkej-623	28	5	n	n	NUM
alkej-623	28	6	multiplier	multiplier	ADV
alkej-623	28	7	each	each	DET
alkej-623	28	8	multiplier	multipli	ADJ
alkej-623	28	9	has	have	VERB
alkej-623	28	10	two	two	NUM
alkej-623	28	11	inputs	input	NOUN
alkej-623	28	12	with	with	ADP
alkej-623	28	13	k	k	NOUN
alkej-623	28	14	-	-	PUNCT
alkej-623	28	15	bit	bit	NOUN
alkej-623	28	16	one	one	NUM
alkej-623	28	17	for	for	ADP
alkej-623	28	18	the	the	DET
alkej-623	28	19	data	datum	NOUN
alkej-623	28	20	and	and	CCONJ
alkej-623	28	21	the	the	DET
alkej-623	28	22	other	other	ADJ
alkej-623	28	23	for	for	ADP
alkej-623	28	24	weight	weight	NOUN
alkej-623	28	25	.	.	PUNCT
alkej-623	29	1	each	each	DET
alkej-623	29	2	multiplier	multiplier	ADV
alkej-623	29	3	give	give	VERB
alkej-623	29	4	2k	2k	NUM
alkej-623	29	5	-	-	PUNCT
alkej-623	29	6	bit	bit	NOUN
alkej-623	29	7	output	output	NOUN
alkej-623	29	8	but	but	CCONJ
alkej-623	29	9	the	the	DET
alkej-623	29	10	next	next	ADJ
alkej-623	29	11	stage	stage	NOUN
alkej-623	29	12	has	have	VERB
alkej-623	29	13	k	k	ADJ
alkej-623	29	14	-	-	PUNCT
alkej-623	29	15	bit	bit	NOUN
alkej-623	29	16	input	input	NOUN
alkej-623	29	17	,	,	PUNCT
alkej-623	29	18	therefore	therefore	ADV
alkej-623	29	19	the	the	DET
alkej-623	29	20	output	output	NOUN
alkej-623	29	21	must	must	AUX
alkej-623	29	22	be	be	AUX
alkej-623	29	23	truncated	truncate	VERB
alkej-623	29	24	to	to	ADP
alkej-623	29	25	k	k	NOUN
alkej-623	29	26	-	-	PUNCT
alkej-623	29	27	bit	bit	NOUN
alkej-623	29	28	.	.	PUNCT
alkej-623	30	1	this	this	DET
alkej-623	30	2	truncation	truncation	NOUN
alkej-623	30	3	represents	represent	VERB
alkej-623	30	4	a	a	DET
alkej-623	30	5	positive	positive	ADJ
alkej-623	30	6	error	error	NOUN
alkej-623	30	7	in	in	ADP
alkej-623	30	8	the	the	DET
alkej-623	30	9	range	range	NOUN
alkej-623	30	10	20	20	NUM
alkej-623	30	11	-k	-k	SYM
alkej-623	30	12	to	to	ADP
alkej-623	30	13	that	that	PRON
alkej-623	30	14	has	have	VERB
alkej-623	30	15	average	average	ADJ
alkej-623	30	16	value	value	NOUN
alkej-623	30	17	equal	equal	ADJ
alkej-623	30	18	to	to	ADP
alkej-623	30	19	2	2	NUM
alkej-623	30	20	1-k	1-k	NUM
alkej-623	30	21	.	.	PUNCT
alkej-623	31	1	the	the	DET
alkej-623	31	2	accumulation	accumulation	NOUN
alkej-623	31	3	stage	stage	NOUN
alkej-623	31	4	has	have	VERB
alkej-623	31	5	m	m	NOUN
alkej-623	31	6	layer	layer	NOUN
alkej-623	31	7	that	that	PRON
alkej-623	31	8	can	can	AUX
alkej-623	31	9	be	be	AUX
alkej-623	31	10	calculated	calculate	VERB
alkej-623	31	11	from	from	ADP
alkej-623	31	12	equation	equation	NOUN
alkej-623	31	13	(	(	PUNCT
alkej-623	31	14	3	3	NUM
alkej-623	31	15	)	)	PUNCT
alkej-623	31	16	,	,	PUNCT
alkej-623	31	17	each	each	DET
alkej-623	31	18	one	one	NOUN
alkej-623	31	19	(	(	PUNCT
alkej-623	31	20	ith	ith	NOUN
alkej-623	31	21	layer	layer	NOUN
alkej-623	31	22	)	)	PUNCT
alkej-623	31	23	will	will	AUX
alkej-623	31	24	have	have	VERB
alkej-623	31	25	2	2	NUM
alkej-623	31	26	i	i	NOUN
alkej-623	31	27	m	m	PROPN
alkej-623	31	28			NOUN
alkej-623	31	29	adder	adder	NOUN
alkej-623	31	30	unit	unit	NOUN
alkej-623	31	31	.	.	PUNCT
alkej-623	32	1	log	log	VERB
alkej-623	32	2	2	2	NUM
alkej-623	32	3	n	n	NOUN
alkej-623	32	4	*	*	NOUN
alkej-623	32	5	m	m	NOUN
alkej-623	32	6			NUM
alkej-623	32	7	…	…	PUNCT
alkej-623	32	8	…	…	PUNCT
alkej-623	32	9	…	…	PUNCT
alkej-623	32	10	…	…	PUNCT
alkej-623	32	11	…	…	PUNCT
alkej-623	32	12	…	…	PUNCT
alkej-623	32	13	…	…	PUNCT
alkej-623	32	14	…	…	PUNCT
alkej-623	32	15	…	…	PUNCT
alkej-623	32	16	…	…	PUNCT
alkej-623	32	17	..	..	PUNCT
alkej-623	32	18	(	(	PUNCT
alkej-623	32	19	3	3	X
alkej-623	32	20	)	)	PUNCT
alkej-623	32	21	where	where	SCONJ
alkej-623	32	22	n	n	X
alkej-623	32	23	*	*	PROPN
alkej-623	32	24	is	be	AUX
alkej-623	32	25	the	the	DET
alkej-623	32	26	nearest	near	ADJ
alkej-623	32	27	maximum	maximum	ADJ
alkej-623	32	28	power	power	NOUN
alkej-623	32	29	of	of	ADP
alkej-623	32	30	2	2	NUM
alkej-623	32	31	number	number	NOUN
alkej-623	32	32	to	to	ADP
alkej-623	32	33	n	n	PROPN
alkej-623	32	34	and	and	CCONJ
alkej-623	32	35	n	n	PRON
alkej-623	32	36	is	be	AUX
alkej-623	32	37	the	the	DET
alkej-623	32	38	number	number	NOUN
alkej-623	32	39	of	of	ADP
alkej-623	32	40	input	input	NOUN
alkej-623	32	41	data	datum	NOUN
alkej-623	32	42	buses	bus	NOUN
alkej-623	32	43	in	in	ADP
alkej-623	32	44	neuron	neuron	NOUN
alkej-623	32	45	.	.	PUNCT
alkej-623	33	1	each	each	DET
alkej-623	33	2	adder	adder	NOUN
alkej-623	33	3	unit	unit	NOUN
alkej-623	33	4	in	in	ADP
alkej-623	33	5	the	the	DET
alkej-623	33	6	layers	layer	NOUN
alkej-623	33	7	of	of	ADP
alkej-623	33	8	the	the	DET
alkej-623	33	9	accumulation	accumulation	NOUN
alkej-623	33	10	stage	stage	NOUN
alkej-623	33	11	has	have	VERB
alkej-623	33	12	two	two	NUM
alkej-623	33	13	k	k	ADJ
alkej-623	33	14	-	-	PUNCT
alkej-623	33	15	bit	bit	NOUN
alkej-623	33	16	inputs	input	NOUN
alkej-623	33	17	with	with	ADP
alkej-623	33	18	single	single	ADJ
alkej-623	33	19	output	output	NOUN
alkej-623	33	20	that	that	PRON
alkej-623	33	21	has	have	VERB
alkej-623	33	22	(	(	PUNCT
alkej-623	33	23	k+1)-bit	k+1)-bit	PROPN
alkej-623	33	24	but	but	CCONJ
alkej-623	33	25	the	the	DET
alkej-623	33	26	next	next	ADJ
alkej-623	33	27	layer	layer	NOUN
alkej-623	33	28	is	be	AUX
alkej-623	33	29	design	design	NOUN
alkej-623	33	30	to	to	ADP
alkej-623	33	31	k	k	ADJ
alkej-623	33	32	-	-	PUNCT
alkej-623	33	33	bit	bit	NOUN
alkej-623	33	34	input	input	NOUN
alkej-623	33	35	,	,	PUNCT
alkej-623	33	36	therefore	therefore	ADV
alkej-623	33	37	the	the	DET
alkej-623	33	38	output	output	NOUN
alkej-623	33	39	must	must	AUX
alkej-623	33	40	be	be	AUX
alkej-623	33	41	truncated	truncate	VERB
alkej-623	33	42	to	to	ADP
alkej-623	33	43	k	k	NOUN
alkej-623	33	44	-	-	PUNCT
alkej-623	33	45	bit	bit	NOUN
alkej-623	33	46	.	.	PUNCT
alkej-623	34	1	this	this	DET
alkej-623	34	2	truncation	truncation	NOUN
alkej-623	34	3	represents	represent	VERB
alkej-623	34	4	a	a	DET
alkej-623	34	5	positive	positive	ADJ
alkej-623	34	6	error	error	NOUN
alkej-623	34	7	in	in	ADP
alkej-623	34	8	the	the	DET
alkej-623	34	9	range	range	NOUN
alkej-623	34	10	2	2	NUM
alkej-623	34	11	1	1	NUM
alkej-623	34	12	0	0	X
alkej-623	34	13	-k	-k	NOUN
alkej-623	34	14	to	to	ADP
alkej-623	34	15	that	that	PRON
alkej-623	34	16	has	have	VERB
alkej-623	34	17	average	average	ADJ
alkej-623	34	18	value	value	NOUN
alkej-623	34	19	equal	equal	ADJ
alkej-623	34	20	to	to	ADP
alkej-623	34	21	2	2	NUM
alkej-623	34	22	2-k	2-k	NUM
alkej-623	35	1	[	[	X
alkej-623	35	2	7	7	NUM
alkej-623	35	3	,	,	PUNCT
alkej-623	35	4	8	8	NUM
alkej-623	35	5	]	]	PUNCT
alkej-623	35	6	.	.	PUNCT
alkej-623	36	1	however	however	ADV
alkej-623	36	2	,	,	PUNCT
alkej-623	36	3	the	the	DET
alkej-623	36	4	average	average	ADJ
alkej-623	36	5	value	value	NOUN
alkej-623	36	6	of	of	ADP
alkej-623	36	7	the	the	DET
alkej-623	36	8	error	error	NOUN
alkej-623	36	9	in	in	ADP
alkej-623	36	10	each	each	DET
alkej-623	36	11	layer	layer	NOUN
alkej-623	36	12	ei	ei	NOUN
alkej-623	36	13	calculated	calculate	VERB
alkej-623	36	14	from	from	ADP
alkej-623	36	15	equation	equation	NOUN
alkej-623	36	16	(	(	PUNCT
alkej-623	36	17	4	4	NUM
alkej-623	36	18	)	)	PUNCT
alkej-623	36	19	and	and	CCONJ
alkej-623	36	20	the	the	DET
alkej-623	36	21	total	total	ADJ
alkej-623	36	22	average	average	ADJ
alkej-623	36	23	error	error	NOUN
alkej-623	36	24	in	in	ADP
alkej-623	36	25	accumulation	accumulation	NOUN
alkej-623	36	26	stage	stage	NOUN
alkej-623	36	27	calculated	calculate	VERB
alkej-623	36	28	ea	ea	PROPN
alkej-623	36	29	from	from	ADP
alkej-623	36	30	equation	equation	NOUN
alkej-623	36	31	(	(	PUNCT
alkej-623	36	32	5	5	NUM
alkej-623	36	33	)	)	PUNCT
alkej-623	36	34	below	below	ADV
alkej-623	36	35	.	.	PUNCT
alkej-623	37	1	222	222	NUM
alkej-623	37	2	2	2	NUM
alkej-623	37	3	tm	tm	NOUN
alkej-623	37	4	-	-	PUNCT
alkej-623	37	5	i	i	PROPN
alkej-623	37	6	-	-	PUNCT
alkej-623	37	7	ki	ki	PROPN
alkej-623	37	8	*	*	PUNCT
alkej-623	37	9	e	e	NOUN
alkej-623	37	10			NUM
alkej-623	37	11	…	…	PUNCT
alkej-623	37	12	(	(	PUNCT
alkej-623	37	13	4	4	X
alkej-623	37	14	)	)	PUNCT
alkej-623	37	15	2m	2m	NUM
alkej-623	37	16	-	-	PUNCT
alkej-623	37	17	k	k	NOUN
alkej-623	37	18	-	-	PUNCT
alkej-623	37	19	iwhere	iwhere	NOUN
alkej-623	38	1	t	t	PROPN
alkej-623	39	1			NOUN
alkej-623	40	1	2	2	NUM
alkej-623	40	2	2	2	NUM
alkej-623	40	3	1	1	NUM
alkej-623	40	4	1	1	NUM
alkej-623	40	5	-km	-km	NOUN
alkej-623	40	6	i	i	PRON
alkej-623	40	7	m	m	VERB
alkej-623	40	8	-	-	VERB
alkej-623	40	9	i	i	PRON
alkej-623	40	10	i	i	PRON
alkej-623	40	11	a	a	DET
alkej-623	40	12	m*ee	m*ee	NOUN
alkej-623	40	13			NUM
alkej-623	40	14			X
alkej-623	40	15			NUM
alkej-623	40	16	…	…	PUNCT
alkej-623	40	17	...	...	PUNCT
alkej-623	40	18	(	(	PUNCT
alkej-623	40	19	5	5	X
alkej-623	40	20	)	)	PUNCT
alkej-623	40	21	the	the	DET
alkej-623	40	22	total	total	ADJ
alkej-623	40	23	error	error	NOUN
alkej-623	40	24	in	in	ADP
alkej-623	40	25	the	the	DET
alkej-623	40	26	neuron	neuron	NOUN
alkej-623	40	27	en	en	X
alkej-623	40	28	is	be	AUX
alkej-623	40	29	the	the	DET
alkej-623	40	30	sum	sum	NOUN
alkej-623	40	31	of	of	ADP
alkej-623	40	32	the	the	DET
alkej-623	40	33	multiplication	multiplication	NOUN
alkej-623	40	34	stage	stage	NOUN
alkej-623	40	35	and	and	CCONJ
alkej-623	40	36	the	the	DET
alkej-623	40	37	accumulation	accumulation	NOUN
alkej-623	40	38	stage	stage	NOUN
alkej-623	40	39	with	with	ADP
alkej-623	40	40	the	the	DET
alkej-623	40	41	effect	effect	NOUN
alkej-623	40	42	of	of	ADP
alkej-623	40	43	truncation	truncation	NOUN
alkej-623	40	44	in	in	ADP
alkej-623	40	45	the	the	DET
alkej-623	40	46	next	next	ADJ
alkej-623	40	47	stage	stage	NOUN
alkej-623	40	48	to	to	ADP
alkej-623	40	49	the	the	DET
alkej-623	40	50	error	error	NOUN
alkej-623	40	51	of	of	ADP
alkej-623	40	52	the	the	DET
alkej-623	40	53	past	past	ADJ
alkej-623	40	54	stage	stage	NOUN
alkej-623	40	55	as	as	ADP
alkej-623	40	56	in	in	ADP
alkej-623	40	57	equation	equation	NOUN
alkej-623	40	58	(	(	PUNCT
alkej-623	40	59	6	6	NUM
alkej-623	40	60	)	)	PUNCT
alkej-623	40	61	.	.	PUNCT
alkej-623	41	1	this	this	DET
alkej-623	41	2	page	page	NOUN
alkej-623	41	3	was	be	AUX
alkej-623	41	4	created	create	VERB
alkej-623	41	5	using	use	VERB
alkej-623	41	6	nitro	nitro	NOUN
alkej-623	41	7	pdf	pdf	NOUN
alkej-623	41	8	trial	trial	NOUN
alkej-623	41	9	software	software	NOUN
alkej-623	41	10	.	.	PUNCT
alkej-623	42	1	to	to	PART
alkej-623	42	2	purchase	purchase	VERB
alkej-623	42	3	,	,	PUNCT
alkej-623	42	4	go	go	VERB
alkej-623	42	5	to	to	ADP
alkej-623	42	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	42	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	42	8	dr	dr	PROPN
alkej-623	42	9	.	.	PROPN
alkej-623	42	10	dhafer	dhafer	PROPN
alkej-623	42	11	r.	r.	PROPN
alkej-623	42	12	zaghar	zaghar	PROPN
alkej-623	42	13	/al	/al	PROPN
alkej-623	42	14	-	-	PUNCT
alkej-623	42	15	khwarizmi	khwarizmi	PROPN
alkej-623	42	16	engineering	engineering	NOUN
alkej-623	42	17	journal	journal	PROPN
alkej-623	42	18	,	,	PUNCT
alkej-623	42	19	vol.3	vol.3	PROPN
alkej-623	42	20	,	,	PUNCT
alkej-623	42	21	no.2	no.2	PROPN
alkej-623	42	22	pp1	pp1	PROPN
alkej-623	42	23	-	-	PUNCT
alkej-623	42	24	7	7	NUM
alkej-623	42	25	(	(	PUNCT
alkej-623	42	26	2007	2007	NUM
alkej-623	42	27	)	)	PUNCT
alkej-623	42	28	)	)	PUNCT
alkej-623	43	1	(	(	PUNCT
alkej-623	43	2	m	m	VERB
alkej-623	43	3	m	m	VERB
alkej-623	43	4	*	*	PROPN
alkej-623	43	5	n	n	PROPN
alkej-623	44	1	*	*	PUNCT
alkej-623	44	2	*	*	PUNCT
alkej-623	44	3	ee	ee	PROPN
alkej-623	44	4	-k	-k	PROPN
alkej-623	44	5	--	--	PUNCT
alkej-623	44	6	k	k	NOUN
alkej-623	44	7	--	--	PUNCT
alkej-623	44	8	kam	kam	INTJ
alkej-623	45	1	-kn	-kn	PUNCT
alkej-623	45	2	222	222	NUM
alkej-623	45	3	2	2	NUM
alkej-623	45	4	2	2	NUM
alkej-623	45	5	111	111	NUM
alkej-623	45	6	1	1	NUM
alkej-623	45	7	1	1	NUM
alkej-623	45	8	…	…	PUNCT
alkej-623	45	9	…	…	PUNCT
alkej-623	45	10	.	.	PUNCT
alkej-623	46	1	(	(	PUNCT
alkej-623	46	2	6	6	NUM
alkej-623	46	3	)	)	PUNCT
alkej-623	46	4	the	the	DET
alkej-623	46	5	result	result	NOUN
alkej-623	46	6	of	of	ADP
alkej-623	46	7	error	error	NOUN
alkej-623	46	8	in	in	ADP
alkej-623	46	9	output	output	NOUN
alkej-623	46	10	in	in	ADP
alkej-623	46	11	range	range	NOUN
alkej-623	46	12	from	from	ADP
alkej-623	46	13	210	210	NUM
alkej-623	46	14	-k	-k	SYM
alkej-623	46	15	)	)	PUNCT
alkej-623	46	16	to	to	ADP
alkej-623	46	17	(	(	PUNCT
alkej-623	46	18	m	m	VERB
alkej-623	46	19			ADJ
alkej-623	46	20	with	with	ADP
alkej-623	46	21	positive	positive	ADJ
alkej-623	46	22	average	average	NOUN
alkej-623	46	23	equal	equal	ADJ
alkej-623	46	24	to	to	ADP
alkej-623	46	25	2	2	NUM
alkej-623	46	26	1	1	NUM
alkej-623	46	27	1	1	NUM
alkej-623	46	28			PROPN
alkej-623	46	29	-k	-k	NUM
alkej-623	46	30	)	)	PUNCT
alkej-623	46	31	(	(	PUNCT
alkej-623	46	32	m	m	VERB
alkej-623	46	33	and	and	CCONJ
alkej-623	46	34	the	the	DET
alkej-623	46	35	mean	mean	ADJ
alkej-623	46	36	square	square	ADJ
alkej-623	46	37	error	error	NOUN
alkej-623	46	38	(	(	PUNCT
alkej-623	46	39	mse	mse	NOUN
alkej-623	46	40	)	)	PUNCT
alkej-623	46	41	equal	equal	ADJ
alkej-623	46	42	to	to	ADP
alkej-623	46	43	21	21	NUM
alkej-623	46	44	322	322	NUM
alkej-623	46	45			PROPN
alkej-623	46	46	k-)(m	k-)(m	NOUN
alkej-623	46	47	however	however	ADV
alkej-623	46	48	,	,	PUNCT
alkej-623	46	49	the	the	DET
alkej-623	46	50	number	number	NOUN
alkej-623	46	51	of	of	ADP
alkej-623	46	52	data	datum	NOUN
alkej-623	46	53	inputs	input	NOUN
alkej-623	46	54	in	in	ADP
alkej-623	46	55	ann	ann	PROPN
alkej-623	46	56	is	be	AUX
alkej-623	46	57	varied	varied	ADJ
alkej-623	46	58	from	from	ADP
alkej-623	46	59	5	5	NUM
alkej-623	46	60	to	to	ADP
alkej-623	46	61	1000	1000	NUM
alkej-623	46	62	,	,	PUNCT
alkej-623	46	63	that	that	PRON
alkej-623	46	64	is	is	ADV
alkej-623	46	65	mean	mean	VERB
alkej-623	46	66	the	the	DET
alkej-623	46	67	value	value	NOUN
alkej-623	46	68	of	of	ADP
alkej-623	46	69	m	m	PROPN
alkej-623	46	70	is	be	AUX
alkej-623	46	71	varied	varied	ADJ
alkej-623	46	72	generally	generally	ADV
alkej-623	46	73	between	between	ADP
alkej-623	46	74	3	3	NUM
alkej-623	46	75	to	to	PART
alkej-623	46	76	10	10	NUM
alkej-623	47	1	and	and	CCONJ
alkej-623	47	2	it	it	PRON
alkej-623	47	3	can	can	AUX
alkej-623	47	4	be	be	AUX
alkej-623	47	5	writen	writen	VERB
alkej-623	47	6	as	as	ADP
alkej-623	47	7	:	:	PUNCT
alkej-623	47	8	4	4	NUM
alkej-623	47	9	.	.	NOUN
alkej-623	47	10	reduction	reduction	NOUN
alkej-623	47	11	of	of	ADP
alkej-623	47	12	the	the	DET
alkej-623	47	13	error	error	NOUN
alkej-623	47	14	there	there	PRON
alkej-623	47	15	are	be	VERB
alkej-623	47	16	three	three	NUM
alkej-623	47	17	suggestion	suggestion	NOUN
alkej-623	47	18	steps	step	NOUN
alkej-623	47	19	to	to	PART
alkej-623	47	20	reduce	reduce	VERB
alkej-623	47	21	the	the	DET
alkej-623	47	22	total	total	ADJ
alkej-623	47	23	error	error	NOUN
alkej-623	47	24	in	in	ADP
alkej-623	47	25	the	the	DET
alkej-623	47	26	output	output	NOUN
alkej-623	47	27	of	of	ADP
alkej-623	47	28	the	the	DET
alkej-623	47	29	hardware	hardware	NOUN
alkej-623	47	30	neuron	neuron	PROPN
alkej-623	47	31	as	as	SCONJ
alkej-623	47	32	follows	follow	VERB
alkej-623	47	33	:	:	PUNCT
alkej-623	47	34	1expanded	1expanded	NUM
alkej-623	47	35	data	data	NOUN
alkej-623	47	36	bus	bus	NOUN
alkej-623	47	37	in	in	ADP
alkej-623	47	38	the	the	DET
alkej-623	47	39	internally	internally	ADV
alkej-623	47	40	layers	layer	NOUN
alkej-623	47	41	of	of	ADP
alkej-623	47	42	the	the	DET
alkej-623	47	43	accumulation	accumulation	NOUN
alkej-623	47	44	stage	stage	NOUN
alkej-623	47	45	and	and	CCONJ
alkej-623	47	46	make	make	VERB
alkej-623	47	47	all	all	DET
alkej-623	47	48	the	the	DET
alkej-623	47	49	truncation	truncation	NOUN
alkej-623	47	50	in	in	ADP
alkej-623	47	51	the	the	DET
alkej-623	47	52	last	last	ADJ
alkej-623	47	53	layer	layer	NOUN
alkej-623	47	54	.	.	PUNCT
alkej-623	48	1	that	that	PRON
alkej-623	48	2	means	mean	VERB
alkej-623	48	3	if	if	SCONJ
alkej-623	48	4	the	the	DET
alkej-623	48	5	first	first	ADJ
alkej-623	48	6	layer	layer	NOUN
alkej-623	48	7	has	have	VERB
alkej-623	48	8	k	k	NOUN
alkej-623	48	9	-	-	PUNCT
alkej-623	48	10	bit	bit	NOUN
alkej-623	48	11	the	the	DET
alkej-623	48	12	second	second	ADJ
alkej-623	48	13	layer	layer	NOUN
alkej-623	48	14	will	will	AUX
alkej-623	48	15	have	have	VERB
alkej-623	48	16	(	(	PUNCT
alkej-623	48	17	k+1)-bit	k+1)-bit	PROPN
alkej-623	48	18	and	and	CCONJ
alkej-623	48	19	the	the	DET
alkej-623	48	20	ith	ith	NOUN
alkej-623	48	21	layer	layer	NOUN
alkej-623	48	22	will	will	AUX
alkej-623	48	23	have	have	VERB
alkej-623	48	24	(	(	PUNCT
alkej-623	48	25	k+i1)-bit	k+i1)-bit	NOUN
alkej-623	48	26	and	and	CCONJ
alkej-623	48	27	so	so	ADV
alkej-623	48	28	on	on	ADV
alkej-623	48	29	until	until	ADP
alkej-623	48	30	to	to	ADP
alkej-623	48	31	the	the	DET
alkej-623	48	32	last	last	ADJ
alkej-623	48	33	(	(	PUNCT
alkej-623	48	34	m	m	NOUN
alkej-623	48	35	)	)	PUNCT
alkej-623	48	36	layer	layer	NOUN
alkej-623	48	37	that	that	PRON
alkej-623	48	38	will	will	AUX
alkej-623	48	39	truncate	truncate	VERB
alkej-623	48	40	the	the	DET
alkej-623	48	41	data	datum	NOUN
alkej-623	48	42	to	to	ADP
alkej-623	48	43	the	the	DET
alkej-623	48	44	original	original	ADJ
alkej-623	48	45	data	data	NOUN
alkej-623	48	46	bus	bus	NOUN
alkej-623	48	47	kbit	kbit	PROPN
alkej-623	48	48	.	.	PUNCT
alkej-623	49	1	this	this	DET
alkej-623	49	2	process	process	NOUN
alkej-623	49	3	will	will	AUX
alkej-623	49	4	reduce	reduce	VERB
alkej-623	49	5	the	the	DET
alkej-623	49	6	error	error	NOUN
alkej-623	49	7	in	in	ADP
alkej-623	49	8	the	the	DET
alkej-623	49	9	accumulation	accumulation	NOUN
alkej-623	49	10	stage	stage	NOUN
alkej-623	49	11	to	to	PART
alkej-623	49	12	range	range	VERB
alkej-623	49	13	20	20	NUM
alkej-623	49	14	-k	-k	SYM
alkej-623	49	15	to	to	ADP
alkej-623	49	16	that	that	PRON
alkej-623	49	17	has	have	VERB
alkej-623	49	18	average	average	ADJ
alkej-623	49	19	value	value	NOUN
alkej-623	49	20	equal	equal	ADJ
alkej-623	49	21	to	to	ADP
alkej-623	49	22	2	2	NUM
alkej-623	49	23	1-k	1-k	NUM
alkej-623	49	24	.	.	PUNCT
alkej-623	50	1	that	that	PRON
alkej-623	50	2	means	mean	VERB
alkej-623	50	3	that	that	SCONJ
alkej-623	50	4	the	the	DET
alkej-623	50	5	total	total	ADJ
alkej-623	50	6	error	error	NOUN
alkej-623	50	7	output	output	NOUN
alkej-623	50	8	is	be	AUX
alkej-623	50	9	in	in	ADP
alkej-623	50	10	range	range	NOUN
alkej-623	50	11	20	20	NUM
alkej-623	50	12	-k	-k	PUNCT
alkej-623	50	13	to	to	PART
alkej-623	50	14	with	with	ADP
alkej-623	50	15	positive	positive	ADJ
alkej-623	50	16	average	average	NOUN
alkej-623	50	17	equal	equal	ADJ
alkej-623	50	18	to	to	ADP
alkej-623	50	19	2	2	NUM
alkej-623	50	20	1-k	1-k	NUM
alkej-623	50	21	and	and	CCONJ
alkej-623	50	22	mse	mse	NOUN
alkej-623	50	23	equal	equal	ADJ
alkej-623	50	24	to	to	ADP
alkej-623	50	25	2	2	NUM
alkej-623	50	26	32	32	NUM
alkej-623	50	27	k	k	NOUN
alkej-623	50	28	.	.	PUNCT
alkej-623	51	1	2add	2add	NOUN
alkej-623	51	2	a	a	DET
alkej-623	51	3	round	round	ADJ
alkej-623	51	4	unit	unit	NOUN
alkej-623	51	5	to	to	ADP
alkej-623	51	6	the	the	DET
alkej-623	51	7	multipliers	multiplier	NOUN
alkej-623	51	8	of	of	ADP
alkej-623	51	9	the	the	DET
alkej-623	51	10	multiplication	multiplication	NOUN
alkej-623	51	11	unit	unit	NOUN
alkej-623	51	12	as	as	SCONJ
alkej-623	51	13	shown	show	VERB
alkej-623	51	14	in	in	ADP
alkej-623	51	15	fig	fig	NOUN
alkej-623	51	16	.	.	PUNCT
alkej-623	52	1	(	(	PUNCT
alkej-623	52	2	2).the	2).the	DET
alkej-623	52	3	round	round	ADJ
alkej-623	52	4	unit	unit	NOUN
alkej-623	52	5	sums	sum	VERB
alkej-623	52	6	up	up	ADP
alkej-623	52	7	the	the	DET
alkej-623	52	8	truncated	truncated	ADJ
alkej-623	52	9	values	value	NOUN
alkej-623	52	10	of	of	ADP
alkej-623	52	11	each	each	DET
alkej-623	52	12	two	two	NUM
alkej-623	52	13	-	-	PUNCT
alkej-623	52	14	neighbor	neighbor	NOUN
alkej-623	52	15	multiplier	multiplier	ADV
alkej-623	52	16	then	then	ADV
alkej-623	52	17	approximate	approximate	VERB
alkej-623	52	18	the	the	DET
alkej-623	52	19	kxk	kxk	NOUN
alkej-623	52	20	bit	bit	NOUN
alkej-623	52	21	multiplier	multipli	ADJ
alkej-623	52	22	1	1	NUM
alkej-623	52	23	kxk	kxk	NOUN
alkej-623	52	24	bit	bit	NOUN
alkej-623	52	25	multiplier	multipli	ADJ
alkej-623	52	26	2	2	NUM
alkej-623	52	27	kxk	kxk	NOUN
alkej-623	52	28	bit	bit	NOUN
alkej-623	52	29	multiplier	multipli	ADJ
alkej-623	52	30	n-1	n-1	NOUN
alkej-623	52	31	kxk	kxk	NOUN
alkej-623	52	32	bit	bit	NOUN
alkej-623	52	33	multiplier	multiplier	ADV
alkej-623	52	34	n	n	CCONJ
alkej-623	52	35	k+k	k+k	X
alkej-623	52	36	bit	bit	NOUN
alkej-623	52	37	adder	adder	NOUN
alkej-623	52	38	n/2	n/2	NOUN
alkej-623	52	39	k+k	k+k	ADP
alkej-623	52	40	bit	bit	NOUN
alkej-623	52	41	adder	adder	NOUN
alkej-623	52	42	1	1	NUM
alkej-623	52	43	k+k	k+k	ADP
alkej-623	52	44	bit	bit	NOUN
alkej-623	52	45	adder	adder	NOUN
alkej-623	52	46	1	1	NUM
alkej-623	52	47	multiplication	multiplication	NOUN
alkej-623	52	48	stage	stage	NOUN
alkej-623	52	49	first	first	ADJ
alkej-623	52	50	adder	adder	NOUN
alkej-623	52	51	layer	layer	NOUN
alkej-623	52	52	last	last	ADJ
alkej-623	52	53	m	m	NOUN
alkej-623	52	54	adder	adder	NOUN
alkej-623	52	55	layer	layer	NOUN
alkej-623	52	56	fig	fig	NOUN
alkej-623	52	57	.	.	PUNCT
alkej-623	53	1	(	(	PUNCT
alkej-623	53	2	1	1	NUM
alkej-623	53	3	):	):	PUNCT
alkej-623	53	4	block	block	NOUN
alkej-623	53	5	diagram	diagram	NOUN
alkej-623	53	6	for	for	ADP
alkej-623	53	7	implementing	implement	VERB
alkej-623	53	8	a	a	DET
alkej-623	53	9	single	single	ADJ
alkej-623	53	10	neuron	neuron	NOUN
alkej-623	53	11	.	.	PUNCT
alkej-623	54	1	.2	.2	NUM
alkej-623	54	2	v	v	NUM
alkej-623	54	3	m	m	NOUN
alkej-623	54	4			NOUN
alkej-623	54	5	this	this	DET
alkej-623	54	6	page	page	NOUN
alkej-623	54	7	was	be	AUX
alkej-623	54	8	created	create	VERB
alkej-623	54	9	using	use	VERB
alkej-623	54	10	nitro	nitro	NOUN
alkej-623	54	11	pdf	pdf	NOUN
alkej-623	54	12	trial	trial	NOUN
alkej-623	54	13	software	software	NOUN
alkej-623	54	14	.	.	PUNCT
alkej-623	55	1	to	to	PART
alkej-623	55	2	purchase	purchase	VERB
alkej-623	55	3	,	,	PUNCT
alkej-623	55	4	go	go	VERB
alkej-623	55	5	to	to	ADP
alkej-623	55	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	55	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	55	8	dr	dr	PROPN
alkej-623	55	9	.	.	PROPN
alkej-623	55	10	dhafer	dhafer	PROPN
alkej-623	55	11	r.	r.	PROPN
alkej-623	55	12	zaghar	zaghar	PROPN
alkej-623	55	13	/al	/al	PROPN
alkej-623	55	14	-	-	PUNCT
alkej-623	55	15	khwarizmi	khwarizmi	PROPN
alkej-623	55	16	engineering	engineering	NOUN
alkej-623	55	17	journal	journal	PROPN
alkej-623	55	18	,	,	PUNCT
alkej-623	55	19	vol.3	vol.3	PROPN
alkej-623	55	20	,	,	PUNCT
alkej-623	55	21	no.2	no.2	PROPN
alkej-623	55	22	pp1	pp1	PROPN
alkej-623	55	23	-	-	PUNCT
alkej-623	55	24	7	7	NUM
alkej-623	55	25	(	(	PUNCT
alkej-623	55	26	2007	2007	NUM
alkej-623	55	27	)	)	PUNCT
alkej-623	55	28	result	result	NOUN
alkej-623	55	29	to	to	ADP
alkej-623	55	30	the	the	DET
alkej-623	55	31	lsb	lsb	PROPN
alkej-623	55	32	value	value	NOUN
alkej-623	55	33	.	.	PUNCT
alkej-623	56	1	hence	hence	ADV
alkej-623	56	2	,	,	PUNCT
alkej-623	56	3	if	if	SCONJ
alkej-623	56	4	this	this	DET
alkej-623	56	5	value	value	NOUN
alkej-623	56	6	is	be	AUX
alkej-623	56	7	greater	great	ADJ
alkej-623	56	8	than	than	ADP
alkej-623	56	9	the	the	DET
alkej-623	56	10	half	half	NOUN
alkej-623	56	11	of	of	ADP
alkej-623	56	12	the	the	DET
alkej-623	56	13	lsb	lsb	NOUN
alkej-623	56	14	it	it	PRON
alkej-623	56	15	will	will	AUX
alkej-623	56	16	add	add	VERB
alkej-623	56	17	to	to	ADP
alkej-623	56	18	the	the	DET
alkej-623	56	19	accumulator	accumulator	NOUN
alkej-623	56	20	else	else	ADV
alkej-623	56	21	it	it	PRON
alkej-623	56	22	will	will	AUX
alkej-623	56	23	neglect	neglect	VERB
alkej-623	56	24	if	if	SCONJ
alkej-623	56	25	it	it	PRON
alkej-623	56	26	is	be	AUX
alkej-623	56	27	smaller	small	ADJ
alkej-623	56	28	than	than	ADP
alkej-623	56	29	the	the	DET
alkej-623	56	30	half	half	NOUN
alkej-623	56	31	of	of	ADP
alkej-623	56	32	the	the	DET
alkej-623	56	33	lsb	lsb	PROPN
alkej-623	56	34	.	.	PUNCT
alkej-623	57	1	this	this	DET
alkej-623	57	2	process	process	NOUN
alkej-623	57	3	will	will	AUX
alkej-623	57	4	reducte	reducte	VERB
alkej-623	57	5	the	the	DET
alkej-623	57	6	error	error	NOUN
alkej-623	57	7	in	in	ADP
alkej-623	57	8	the	the	DET
alkej-623	57	9	multiplication	multiplication	NOUN
alkej-623	57	10	stage	stage	NOUN
alkej-623	57	11	to	to	PART
alkej-623	57	12	range	range	VERB
alkej-623	57	13	22	22	NUM
alkej-623	57	14	22	22	NUM
alkej-623	57	15			NOUN
alkej-623	57	16	-kk	-kk	NOUN
alkej-623	57	17	to	to	ADP
alkej-623	57	18	that	that	PRON
alkej-623	57	19	has	have	VERB
alkej-623	57	20	average	average	ADJ
alkej-623	57	21	value	value	NOUN
alkej-623	57	22	equal	equal	ADJ
alkej-623	57	23	to	to	ADP
alkej-623	57	24	zero	zero	NUM
alkej-623	57	25	and	and	CCONJ
alkej-623	57	26	mse	mse	NOUN
alkej-623	57	27	equal	equal	ADJ
alkej-623	57	28	to	to	ADP
alkej-623	57	29	2	2	NUM
alkej-623	57	30	42	42	NUM
alkej-623	57	31	k	k	NOUN
alkej-623	57	32	.	.	PUNCT
alkej-623	58	1	3add	3add	NUM
alkej-623	58	2	a	a	DET
alkej-623	58	3	round	round	ADJ
alkej-623	58	4	unit	unit	NOUN
alkej-623	58	5	to	to	ADP
alkej-623	58	6	the	the	DET
alkej-623	58	7	last	last	ADJ
alkej-623	58	8	layer	layer	NOUN
alkej-623	58	9	of	of	ADP
alkej-623	58	10	the	the	DET
alkej-623	58	11	accumulation	accumulation	NOUN
alkej-623	58	12	as	as	SCONJ
alkej-623	58	13	shown	show	VERB
alkej-623	58	14	in	in	ADP
alkej-623	58	15	fig	fig	NOUN
alkej-623	58	16	.	.	PUNCT
alkej-623	59	1	(	(	PUNCT
alkej-623	59	2	3	3	NUM
alkej-623	59	3	)	)	PUNCT
alkej-623	59	4	.	.	PUNCT
alkej-623	60	1	the	the	DET
alkej-623	60	2	round	round	ADJ
alkej-623	60	3	unit	unit	NOUN
alkej-623	60	4	approximates	approximate	VERB
alkej-623	60	5	the	the	DET
alkej-623	60	6	truncated	truncated	ADJ
alkej-623	60	7	value	value	NOUN
alkej-623	60	8	to	to	ADP
alkej-623	60	9	the	the	DET
alkej-623	60	10	lsb	lsb	PROPN
alkej-623	60	11	value	value	NOUN
alkej-623	60	12	if	if	SCONJ
alkej-623	60	13	this	this	DET
alkej-623	60	14	value	value	NOUN
alkej-623	60	15	is	be	AUX
alkej-623	60	16	greater	great	ADJ
alkej-623	60	17	than	than	ADP
alkej-623	60	18	half	half	NOUN
alkej-623	60	19	of	of	ADP
alkej-623	60	20	the	the	DET
alkej-623	60	21	lsb	lsb	PROPN
alkej-623	60	22	and	and	CCONJ
alkej-623	60	23	neglected	neglect	VERB
alkej-623	60	24	the	the	DET
alkej-623	60	25	truncated	truncated	ADJ
alkej-623	60	26	value	value	NOUN
alkej-623	60	27	if	if	SCONJ
alkej-623	60	28	it	it	PRON
alkej-623	60	29	is	be	AUX
alkej-623	60	30	smaller	small	ADJ
alkej-623	60	31	than	than	ADP
alkej-623	60	32	half	half	NOUN
alkej-623	60	33	of	of	ADP
alkej-623	60	34	the	the	DET
alkej-623	60	35	lsb	lsb	PROPN
alkej-623	60	36	.	.	PUNCT
alkej-623	61	1	this	this	DET
alkej-623	61	2	process	process	NOUN
alkej-623	61	3	will	will	AUX
alkej-623	61	4	reduce	reduce	VERB
alkej-623	61	5	the	the	DET
alkej-623	61	6	error	error	NOUN
alkej-623	61	7	in	in	ADP
alkej-623	61	8	the	the	DET
alkej-623	61	9	multiplication	multiplication	NOUN
alkej-623	61	10	stage	stage	NOUN
alkej-623	61	11	to	to	PART
alkej-623	61	12	range	range	VERB
alkej-623	61	13	22	22	NUM
alkej-623	61	14	22	22	NUM
alkej-623	61	15			NOUN
alkej-623	61	16	-kk	-kk	NOUN
alkej-623	61	17	to	to	ADP
alkej-623	61	18	that	that	PRON
alkej-623	61	19	has	have	VERB
alkej-623	61	20	average	average	ADJ
alkej-623	61	21	value	value	NOUN
alkej-623	61	22	equal	equal	ADJ
alkej-623	61	23	to	to	ADP
alkej-623	61	24	zero	zero	NUM
alkej-623	61	25	and	and	CCONJ
alkej-623	61	26	mse	mse	NOUN
alkej-623	61	27	equal	equal	ADJ
alkej-623	61	28	to	to	ADP
alkej-623	61	29	2	2	NUM
alkej-623	61	30	42	42	NUM
alkej-623	61	31	k	k	NOUN
alkej-623	61	32	.	.	PUNCT
alkej-623	62	1	the	the	DET
alkej-623	62	2	total	total	ADJ
alkej-623	62	3	error	error	NOUN
alkej-623	62	4	of	of	ADP
alkej-623	62	5	the	the	DET
alkej-623	62	6	neuron	neuron	NOUN
alkej-623	62	7	output	output	NOUN
alkej-623	62	8	after	after	ADP
alkej-623	62	9	applying	apply	VERB
alkej-623	62	10	the	the	DET
alkej-623	62	11	three	three	NUM
alkej-623	62	12	steps	step	NOUN
alkej-623	62	13	is	be	AUX
alkej-623	62	14	in	in	ADP
alkej-623	62	15	range	range	NOUN
alkej-623	62	16	22	22	NUM
alkej-623	62	17	11	11	NUM
alkej-623	62	18			NOUN
alkej-623	62	19	-kk	-kk	NOUN
alkej-623	62	20	to	to	ADP
alkej-623	62	21	that	that	PRON
alkej-623	62	22	has	have	VERB
alkej-623	62	23	average	average	ADJ
alkej-623	62	24	value	value	NOUN
alkej-623	62	25	equal	equal	ADJ
alkej-623	62	26	to	to	ADP
alkej-623	62	27	zero	zero	NUM
alkej-623	62	28	and	and	CCONJ
alkej-623	62	29	mse	mse	NOUN
alkej-623	62	30	equal	equal	ADJ
alkej-623	62	31	to	to	ADP
alkej-623	62	32	2	2	NUM
alkej-623	62	33	22	22	NUM
alkej-623	62	34	k	k	NOUN
alkej-623	62	35	.	.	PUNCT
alkej-623	63	1	k	k	PROPN
alkej-623	63	2	msbs	msbs	PROPN
alkej-623	64	1	k	k	PROPN
alkej-623	64	2	lsbs	lsbs	PROPN
alkej-623	64	3	neglect	neglect	NOUN
alkej-623	64	4	k	k	PROPN
alkej-623	64	5	msbs	msbs	PROPN
alkej-623	65	1	k	k	PROPN
alkej-623	65	2	lsbs	lsbs	ADJ
alkej-623	65	3	neglect	neglect	NOUN
alkej-623	65	4	k+k	k+k	ADP
alkej-623	65	5	bit	bit	NOUN
alkej-623	65	6	adder	adder	NOUN
alkej-623	65	7	kxk	kxk	NOUN
alkej-623	65	8	bit	bit	NOUN
alkej-623	65	9	mult	mult	PROPN
alkej-623	65	10	.	.	PROPN
alkej-623	66	1	kxk	kxk	PROPN
alkej-623	66	2	bit	bit	PROPN
alkej-623	66	3	mult	mult	PROPN
alkej-623	66	4	.	.	PUNCT
alkej-623	67	1	a	a	DET
alkej-623	67	2	b	b	X
alkej-623	67	3	k	k	PROPN
alkej-623	67	4	msbs	msbs	PROPN
alkej-623	67	5	k	k	PROPN
alkej-623	67	6	lsbs	lsbs	PROPN
alkej-623	67	7	k	k	PROPN
alkej-623	67	8	msbs	msbs	PROPN
alkej-623	68	1	k	k	PROPN
alkej-623	68	2	lsbs	lsbs	PROPN
alkej-623	68	3	k+k	k+k	PROPN
alkej-623	68	4	bit	bit	NOUN
alkej-623	68	5	adder	adder	NOUN
alkej-623	68	6	kxk	kxk	NOUN
alkej-623	68	7	bit	bit	NOUN
alkej-623	68	8	mult	mult	PROPN
alkej-623	68	9	.	.	PROPN
alkej-623	69	1	kxk	kxk	PROPN
alkej-623	69	2	bit	bit	PROPN
alkej-623	69	3	mult	mult	PROPN
alkej-623	69	4	.	.	PUNCT
alkej-623	70	1	round	round	PROPN
alkej-623	70	2	unit	unit	NOUN
alkej-623	70	3	carry	carry	VERB
alkej-623	70	4	input	input	NOUN
alkej-623	70	5	fig.(2	fig.(2	PROPN
alkej-623	70	6	):	):	PUNCT
alkej-623	70	7	block	block	NOUN
alkej-623	70	8	diagram	diagram	NOUN
alkej-623	70	9	for	for	ADP
alkej-623	70	10	multiplier	multipli	ADJ
alkej-623	70	11	and	and	CCONJ
alkej-623	70	12	the	the	DET
alkej-623	70	13	first	first	ADJ
alkej-623	70	14	layer	layer	NOUN
alkej-623	70	15	in	in	ADP
alkej-623	70	16	accumulation	accumulation	NOUN
alkej-623	70	17	unit	unit	NOUN
alkej-623	70	18	in	in	ADP
alkej-623	70	19	neuron	neuron	PROPN
alkej-623	70	20	(	(	PUNCT
alkej-623	70	21	a	a	NOUN
alkej-623	70	22	)	)	PUNCT
alkej-623	70	23	original	original	ADJ
alkej-623	70	24	and	and	CCONJ
alkej-623	70	25	(	(	PUNCT
alkej-623	70	26	b	b	NOUN
alkej-623	70	27	)	)	PUNCT
alkej-623	70	28	after	after	ADP
alkej-623	70	29	step	step	NOUN
alkej-623	70	30	2	2	NUM
alkej-623	70	31	.	.	PUNCT
alkej-623	71	1	k	k	PROPN
alkej-623	71	2	msbs	msbs	PROPN
alkej-623	71	3	output	output	VERB
alkej-623	71	4	m+1	m+1	NUM
alkej-623	71	5	lsbs	lsbs	ADJ
alkej-623	71	6	neglect	neglect	NOUN
alkej-623	71	7	(	(	PUNCT
alkej-623	71	8	k+m)+(k+m	k+m)+(k+m	NOUN
alkej-623	71	9	)	)	PUNCT
alkej-623	71	10	bit	bit	NOUN
alkej-623	71	11	adder	adder	NOUN
alkej-623	71	12	a	a	DET
alkej-623	71	13	b	b	PROPN
alkej-623	71	14	round	round	NOUN
alkej-623	71	15	unit	unit	NOUN
alkej-623	71	16	carry	carry	VERB
alkej-623	71	17	input	input	NOUN
alkej-623	71	18	k	k	PROPN
alkej-623	71	19	msbs	msbs	PROPN
alkej-623	71	20	output	output	NOUN
alkej-623	71	21	m+1	m+1	NUM
alkej-623	71	22	lsbs	lsbs	NOUN
alkej-623	71	23	(	(	PUNCT
alkej-623	71	24	k+m)+(k+m	k+m)+(k+m	PROPN
alkej-623	71	25	)	)	PUNCT
alkej-623	71	26	bit	bit	NOUN
alkej-623	71	27	adder	adder	NOUN
alkej-623	71	28	fig	fig	NOUN
alkej-623	71	29	.	.	PUNCT
alkej-623	72	1	(	(	PUNCT
alkej-623	72	2	3	3	NUM
alkej-623	72	3	):	):	PUNCT
alkej-623	72	4	block	block	NOUN
alkej-623	72	5	diagram	diagram	NOUN
alkej-623	72	6	of	of	ADP
alkej-623	72	7	the	the	DET
alkej-623	72	8	last	last	ADJ
alkej-623	72	9	layer	layer	NOUN
alkej-623	72	10	in	in	ADP
alkej-623	72	11	accumulation	accumulation	NOUN
alkej-623	72	12	unit	unit	NOUN
alkej-623	72	13	in	in	ADP
alkej-623	72	14	neuron	neuron	PROPN
alkej-623	72	15	(	(	PUNCT
alkej-623	72	16	a	a	NOUN
alkej-623	72	17	)	)	PUNCT
alkej-623	72	18	original	original	ADJ
alkej-623	72	19	and	and	CCONJ
alkej-623	72	20	(	(	PUNCT
alkej-623	72	21	b	b	NOUN
alkej-623	72	22	)	)	PUNCT
alkej-623	72	23	after	after	ADP
alkej-623	72	24	step	step	NOUN
alkej-623	72	25	1	1	NUM
alkej-623	72	26	and	and	CCONJ
alkej-623	72	27	step3	step3	PROPN
alkej-623	72	28	this	this	DET
alkej-623	72	29	page	page	NOUN
alkej-623	72	30	was	be	AUX
alkej-623	72	31	created	create	VERB
alkej-623	72	32	using	use	VERB
alkej-623	72	33	nitro	nitro	NOUN
alkej-623	72	34	pdf	pdf	NOUN
alkej-623	72	35	trial	trial	NOUN
alkej-623	72	36	software	software	NOUN
alkej-623	72	37	.	.	PUNCT
alkej-623	73	1	to	to	PART
alkej-623	73	2	purchase	purchase	VERB
alkej-623	73	3	,	,	PUNCT
alkej-623	73	4	go	go	VERB
alkej-623	73	5	to	to	ADP
alkej-623	73	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	73	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	73	8	dr	dr	PROPN
alkej-623	73	9	.	.	PROPN
alkej-623	73	10	dhafer	dhafer	PROPN
alkej-623	73	11	r.	r.	PROPN
alkej-623	73	12	zaghar	zaghar	PROPN
alkej-623	73	13	/al	/al	PROPN
alkej-623	73	14	-	-	PUNCT
alkej-623	73	15	khwarizmi	khwarizmi	PROPN
alkej-623	73	16	engineering	engineering	NOUN
alkej-623	73	17	journal	journal	PROPN
alkej-623	73	18	,	,	PUNCT
alkej-623	73	19	vol.3	vol.3	PROPN
alkej-623	73	20	,	,	PUNCT
alkej-623	73	21	no.2	no.2	PROPN
alkej-623	73	22	pp1	pp1	PROPN
alkej-623	73	23	-	-	PUNCT
alkej-623	73	24	7	7	NUM
alkej-623	73	25	(	(	PUNCT
alkej-623	73	26	2007	2007	NUM
alkej-623	73	27	)	)	PUNCT
alkej-623	73	28	5	5	NUM
alkej-623	73	29	.	.	PUNCT
alkej-623	73	30	software	software	NOUN
alkej-623	73	31	implementation	implementation	NOUN
alkej-623	73	32	the	the	DET
alkej-623	73	33	proposed	propose	VERB
alkej-623	73	34	steps	step	NOUN
alkej-623	73	35	to	to	PART
alkej-623	73	36	reduce	reduce	VERB
alkej-623	73	37	the	the	DET
alkej-623	73	38	error	error	NOUN
alkej-623	73	39	is	be	AUX
alkej-623	73	40	tested	test	VERB
alkej-623	73	41	using	use	VERB
alkej-623	73	42	software	software	NOUN
alkej-623	73	43	simulation	simulation	NOUN
alkej-623	73	44	to	to	PART
alkej-623	73	45	implement	implement	VERB
alkej-623	73	46	an	an	DET
alkej-623	73	47	ann	ann	PROPN
alkej-623	73	48	equivalent	equivalent	NOUN
alkej-623	73	49	to	to	ADP
alkej-623	73	50	hardware	hardware	NOUN
alkej-623	73	51	circuit	circuit	NOUN
alkej-623	73	52	of	of	ADP
alkej-623	73	53	this	this	DET
alkej-623	73	54	network	network	NOUN
alkej-623	73	55	.	.	PUNCT
alkej-623	74	1	at	at	ADP
alkej-623	74	2	first	first	ADV
alkej-623	74	3	the	the	DET
alkej-623	74	4	original	original	ADJ
alkej-623	74	5	ann	ann	PROPN
alkej-623	74	6	is	be	AUX
alkej-623	74	7	implemented	implement	VERB
alkej-623	74	8	using	use	VERB
alkej-623	74	9	back	back	ADP
alkej-623	74	10	propagation	propagation	NOUN
alkej-623	74	11	algorithm	algorithm	NOUN
alkej-623	75	1	[	[	X
alkej-623	75	2	9	9	NUM
alkej-623	75	3	]	]	PUNCT
alkej-623	75	4	using	use	VERB
alkej-623	75	5	c++	c++	NOUN
alkej-623	75	6	or	or	CCONJ
alkej-623	75	7	matlab	matlab	PROPN
alkej-623	75	8	,	,	PUNCT
alkej-623	75	9	then	then	ADV
alkej-623	75	10	it	it	PRON
alkej-623	75	11	will	will	AUX
alkej-623	75	12	be	be	AUX
alkej-623	75	13	modified	modify	VERB
alkej-623	75	14	to	to	PART
alkej-623	75	15	represent	represent	VERB
alkej-623	75	16	the	the	DET
alkej-623	75	17	hardware	hardware	NOUN
alkej-623	75	18	ann	ann	PROPN
alkej-623	75	19	by	by	ADP
alkej-623	75	20	applying	apply	VERB
alkej-623	75	21	the	the	DET
alkej-623	75	22	following	follow	VERB
alkej-623	75	23	steps	step	NOUN
alkej-623	75	24	:	:	PUNCT
alkej-623	75	25	a	a	X
alkej-623	75	26	)	)	PUNCT
alkej-623	75	27	define	define	VERB
alkej-623	75	28	all	all	DET
alkej-623	75	29	values	value	NOUN
alkej-623	75	30	in	in	ADP
alkej-623	75	31	the	the	DET
alkej-623	75	32	program	program	NOUN
alkej-623	75	33	as	as	SCONJ
alkej-623	75	34	integers	integer	NOUN
alkej-623	75	35	fill	fill	VERB
alkej-623	75	36	in	in	ADP
alkej-623	75	37	rang	ring	VERB
alkej-623	75	38	±	±	NOUN
alkej-623	75	39	(	(	PUNCT
alkej-623	75	40	2k-1	2k-1	NUM
alkej-623	75	41	-1	-1	NUM
alkej-623	75	42	)	)	PUNCT
alkej-623	75	43	.	.	PUNCT
alkej-623	76	1	b	b	X
alkej-623	76	2	)	)	PUNCT
alkej-623	76	3	replace	replace	VERB
alkej-623	76	4	each	each	DET
alkej-623	76	5	addition	addition	NOUN
alkej-623	76	6	process	process	NOUN
alkej-623	76	7	c=	c=	NOUN
alkej-623	76	8	a+b	a+b	X
alkej-623	76	9	with	with	ADP
alkej-623	76	10	c=	c=	NOUN
alkej-623	76	11	(	(	PUNCT
alkej-623	76	12	a+b)/2	a+b)/2	PROPN
alkej-623	76	13	.	.	PUNCT
alkej-623	77	1	c	c	X
alkej-623	77	2	)	)	PUNCT
alkej-623	77	3	replace	replace	VERB
alkej-623	77	4	each	each	DET
alkej-623	77	5	multiplication	multiplication	NOUN
alkej-623	77	6	process	process	NOUN
alkej-623	77	7	z=	z=	PROPN
alkej-623	77	8	x*y	x*y	PROPN
alkej-623	77	9	by	by	ADP
alkej-623	77	10	the	the	DET
alkej-623	77	11	following	follow	VERB
alkej-623	77	12	steps	step	NOUN
alkej-623	77	13	:	:	PUNCT
alkej-623	77	14	1convert	1convert	NUM
alkej-623	77	15	the	the	DET
alkej-623	77	16	second	second	ADJ
alkej-623	77	17	number	number	NOUN
alkej-623	77	18	(	(	PUNCT
alkej-623	77	19	y	y	NOUN
alkej-623	77	20	)	)	PUNCT
alkej-623	77	21	to	to	ADP
alkej-623	77	22	binary	binary	ADJ
alkej-623	77	23	number	number	NOUN
alkej-623	77	24	(	(	PUNCT
alkej-623	77	25	yy	yy	PROPN
alkej-623	77	26	)	)	PUNCT
alkej-623	77	27	.	.	PUNCT
alkej-623	78	1	2multiply	2multiply	NUM
alkej-623	78	2	the	the	DET
alkej-623	78	3	digits	digit	NOUN
alkej-623	78	4	of	of	ADP
alkej-623	78	5	the	the	DET
alkej-623	78	6	binary	binary	ADJ
alkej-623	78	7	number	number	NOUN
alkej-623	78	8	(	(	PUNCT
alkej-623	78	9	yy	yy	PROPN
alkej-623	78	10	)	)	PUNCT
alkej-623	78	11	by	by	ADP
alkej-623	78	12	weights	weight	NOUN
alkej-623	78	13	that	that	PRON
alkej-623	78	14	are	be	AUX
alkej-623	78	15	the	the	DET
alkej-623	78	16	powers	power	NOUN
alkej-623	78	17	of	of	ADP
alkej-623	78	18	two	two	NUM
alkej-623	78	19	to	to	PART
alkej-623	78	20	calculate	calculate	VERB
alkej-623	78	21	the	the	DET
alkej-623	78	22	set	set	NOUN
alkej-623	78	23	{	{	PUNCT
alkej-623	78	24	u	u	NOUN
alkej-623	78	25	}	}	PUNCT
alkej-623	78	26	.	.	PUNCT
alkej-623	79	1	3use	3use	NUM
alkej-623	79	2	shift	shift	VERB
alkej-623	79	3	and	and	CCONJ
alkej-623	79	4	add	add	VERB
alkej-623	79	5	(	(	PUNCT
alkej-623	79	6	under	under	ADP
alkej-623	79	7	condition	condition	NOUN
alkej-623	79	8	b	b	NOUN
alkej-623	79	9	)	)	PUNCT
alkej-623	79	10	approach	approach	NOUN
alkej-623	79	11	[	[	X
alkej-623	79	12	10	10	NUM
alkej-623	79	13	]	]	PUNCT
alkej-623	79	14	between	between	ADP
alkej-623	79	15	the	the	DET
alkej-623	79	16	number	number	NOUN
alkej-623	79	17	a	a	PRON
alkej-623	79	18	and	and	CCONJ
alkej-623	79	19	{	{	PUNCT
alkej-623	79	20	u	u	NOUN
alkej-623	79	21	}	}	PUNCT
alkej-623	79	22	to	to	PART
alkej-623	79	23	satisfy	satisfy	VERB
alkej-623	79	24	the	the	DET
alkej-623	79	25	multiplication	multiplication	NOUN
alkej-623	79	26	process	process	NOUN
alkej-623	79	27	.	.	PUNCT
alkej-623	80	1	the	the	DET
alkej-623	80	2	simulation	simulation	NOUN
alkej-623	80	3	of	of	ADP
alkej-623	80	4	step	step	NOUN
alkej-623	80	5	1	1	NUM
alkej-623	80	6	in	in	ADP
alkej-623	80	7	section	section	NOUN
alkej-623	80	8	(	(	PUNCT
alkej-623	80	9	4	4	X
alkej-623	80	10	)	)	PUNCT
alkej-623	80	11	require	require	VERB
alkej-623	80	12	to	to	PART
alkej-623	80	13	replace	replace	VERB
alkej-623	80	14	condition	condition	NOUN
alkej-623	80	15	(	(	PUNCT
alkej-623	80	16	b	b	NOUN
alkej-623	80	17	)	)	PUNCT
alkej-623	80	18	{	{	PUNCT
alkej-623	80	19			X
alkej-623	80	20			VERB
alkej-623	80	21			NOUN
alkej-623	80	22			NUM
alkej-623	80	23	1	1	NUM
alkej-623	80	24	0	0	NUM
alkej-623	80	25	)	)	PUNCT
alkej-623	80	26	(	(	PUNCT
alkej-623	80	27	b)condition	b)condition	NOUN
alkej-623	80	28	under	under	ADP
alkej-623	80	29	(	(	PUNCT
alkej-623	80	30	n	n	CCONJ
alkej-623	80	31	i	i	PRON
alkej-623	80	32	iac	iac	VERB
alkej-623	80	33	}	}	PUNCT
alkej-623	80	34	in	in	ADP
alkej-623	80	35	the	the	DET
alkej-623	80	36	original	original	ADJ
alkej-623	80	37	program	program	NOUN
alkej-623	80	38	to	to	PART
alkej-623	80	39	become	become	VERB
alkej-623	80	40			X
alkej-623	80	41			VERB
alkej-623	80	42			ADV
alkej-623	81	1			NUM
alkej-623	81	2	1	1	NUM
alkej-623	81	3	0	0	NUM
alkej-623	81	4	2/	2/	NUM
alkej-623	81	5	n	n	NOUN
alkej-623	82	1	i	i	PRON
alkej-623	82	2	m	m	VERB
alkej-623	82	3	iac	iac	NOUN
alkej-623	82	4	.	.	PUNCT
alkej-623	83	1	the	the	DET
alkej-623	83	2	simulation	simulation	NOUN
alkej-623	83	3	of	of	ADP
alkej-623	83	4	step	step	NOUN
alkej-623	83	5	2	2	NUM
alkej-623	83	6	in	in	ADP
alkej-623	83	7	section	section	NOUN
alkej-623	83	8	(	(	PUNCT
alkej-623	83	9	4	4	X
alkej-623	83	10	)	)	PUNCT
alkej-623	83	11	require	require	VERB
alkej-623	83	12	to	to	PART
alkej-623	83	13	replace	replace	VERB
alkej-623	83	14	condition	condition	NOUN
alkej-623	83	15	(	(	PUNCT
alkej-623	83	16	b	b	NOUN
alkej-623	83	17	in	in	ADP
alkej-623	83	18	condition	condition	NOUN
alkej-623	83	19	c3	c3	PROPN
alkej-623	83	20	)	)	PUNCT
alkej-623	83	21	to	to	PART
alkej-623	83	22	become	become	VERB
alkej-623	83	23	c=	c=	NOUN
alkej-623	83	24	(	(	PUNCT
alkej-623	83	25	a+b+0.5)/2	a+b+0.5)/2	VERB
alkej-623	83	26	.	.	NOUN
alkej-623	84	1	while	while	SCONJ
alkej-623	84	2	the	the	DET
alkej-623	84	3	simulation	simulation	NOUN
alkej-623	84	4	of	of	ADP
alkej-623	84	5	step	step	NOUN
alkej-623	84	6	3	3	NUM
alkej-623	84	7	in	in	ADP
alkej-623	84	8	section	section	NOUN
alkej-623	84	9	(	(	PUNCT
alkej-623	84	10	4	4	X
alkej-623	84	11	)	)	PUNCT
alkej-623	84	12	require	require	VERB
alkej-623	84	13	to	to	PART
alkej-623	84	14	replace	replace	VERB
alkej-623	84	15	condition	condition	NOUN
alkej-623	84	16	(	(	PUNCT
alkej-623	84	17	b	b	NOUN
alkej-623	84	18	)	)	PUNCT
alkej-623	84	19	to	to	PART
alkej-623	84	20	become	become	VERB
alkej-623	84	21	c=	c=	NOUN
alkej-623	84	22	(	(	PUNCT
alkej-623	84	23	a+b+0.5)/2	a+b+0.5)/2	VERB
alkej-623	84	24	.	.	PROPN
alkej-623	84	25	6	6	NUM
alkej-623	84	26	.	.	NOUN
alkej-623	84	27	example	example	NOUN
alkej-623	84	28	this	this	DET
alkej-623	84	29	example	example	NOUN
alkej-623	84	30	discus	discus	VERB
alkej-623	84	31	the	the	DET
alkej-623	84	32	effect	effect	NOUN
alkej-623	84	33	of	of	ADP
alkej-623	84	34	the	the	DET
alkej-623	84	35	reduction	reduction	NOUN
alkej-623	84	36	of	of	ADP
alkej-623	84	37	the	the	DET
alkej-623	84	38	error	error	NOUN
alkej-623	84	39	in	in	ADP
alkej-623	84	40	a	a	DET
alkej-623	84	41	single	single	ADJ
alkej-623	84	42	neuron	neuron	NOUN
alkej-623	84	43	from	from	ADP
alkej-623	84	44	the	the	DET
alkej-623	84	45	hidden	hide	VERB
alkej-623	84	46	layer	layer	NOUN
alkej-623	84	47	in	in	ADP
alkej-623	84	48	a	a	DET
alkej-623	84	49	neural	neural	ADJ
alkej-623	84	50	network	network	NOUN
alkej-623	84	51	that	that	PRON
alkej-623	84	52	has	have	VERB
alkej-623	84	53	54	54	NUM
alkej-623	84	54	nodes	node	NOUN
alkej-623	84	55	in	in	ADP
alkej-623	84	56	input	input	NOUN
alkej-623	84	57	layer	layer	NOUN
alkej-623	84	58	(	(	PUNCT
alkej-623	84	59	m=6	m=6	PROPN
alkej-623	84	60	)	)	PUNCT
alkej-623	84	61	,	,	PUNCT
alkej-623	84	62	30	30	NUM
alkej-623	84	63	nodes	node	NOUN
alkej-623	84	64	in	in	ADP
alkej-623	84	65	hidden	hidden	ADJ
alkej-623	84	66	layer	layer	NOUN
alkej-623	84	67	and	and	CCONJ
alkej-623	84	68	10	10	NUM
alkej-623	84	69	nodes	node	NOUN
alkej-623	84	70	in	in	ADP
alkej-623	84	71	output	output	NOUN
alkej-623	84	72	layer	layer	NOUN
alkej-623	84	73	and	and	CCONJ
alkej-623	84	74	use	use	VERB
alkej-623	84	75	8	8	NUM
alkej-623	84	76	-	-	PUNCT
alkej-623	84	77	bit	bit	NOUN
alkej-623	84	78	data	data	NOUN
alkej-623	84	79	bus	bus	NOUN
alkej-623	84	80	(	(	PUNCT
alkej-623	84	81	k=8	k=8	PROPN
alkej-623	84	82	)	)	PUNCT
alkej-623	84	83	for	for	ADP
alkej-623	84	84	all	all	DET
alkej-623	84	85	nodes	node	NOUN
alkej-623	84	86	.	.	PUNCT
alkej-623	85	1	the	the	DET
alkej-623	85	2	error	error	NOUN
alkej-623	85	3	of	of	ADP
alkej-623	85	4	the	the	DET
alkej-623	85	5	output	output	NOUN
alkej-623	85	6	in	in	ADP
alkej-623	85	7	table	table	NOUN
alkej-623	85	8	(	(	PUNCT
alkej-623	85	9	1	1	X
alkej-623	85	10	)	)	PUNCT
alkej-623	85	11	is	be	AUX
alkej-623	85	12	calculated	calculate	VERB
alkej-623	85	13	with	with	ADP
alkej-623	85	14	respect	respect	NOUN
alkej-623	85	15	to	to	ADP
alkej-623	85	16	the	the	DET
alkej-623	85	17	maximum	maximum	ADJ
alkej-623	85	18	amplitude	amplitude	NOUN
alkej-623	85	19	of	of	ADP
alkej-623	85	20	the	the	DET
alkej-623	85	21	input	input	NOUN
alkej-623	85	22	and	and	CCONJ
alkej-623	85	23	output	output	NOUN
alkej-623	85	24	(	(	PUNCT
alkej-623	85	25	maximum	maximum	ADJ
alkej-623	85	26	value	value	NOUN
alkej-623	85	27	equal	equal	ADJ
alkej-623	85	28	to	to	ADP
alkej-623	85	29	1	1	NUM
alkej-623	85	30	)	)	PUNCT
alkej-623	85	31	.	.	PUNCT
alkej-623	86	1	the	the	DET
alkej-623	86	2	original	original	ADJ
alkej-623	86	3	error	error	NOUN
alkej-623	86	4	is	be	AUX
alkej-623	86	5	calculated	calculate	VERB
alkej-623	86	6	from	from	ADP
alkej-623	86	7	section	section	NOUN
alkej-623	86	8	(	(	PUNCT
alkej-623	86	9	3	3	NUM
alkej-623	86	10	)	)	PUNCT
alkej-623	86	11	and	and	CCONJ
alkej-623	86	12	the	the	DET
alkej-623	86	13	other	other	ADJ
alkej-623	86	14	values	value	NOUN
alkej-623	86	15	of	of	ADP
alkej-623	86	16	the	the	DET
alkej-623	86	17	error	error	NOUN
alkej-623	86	18	is	be	AUX
alkej-623	86	19	calculated	calculate	VERB
alkej-623	86	20	from	from	ADP
alkej-623	86	21	the	the	DET
alkej-623	86	22	steps	step	NOUN
alkej-623	86	23	of	of	ADP
alkej-623	86	24	section	section	NOUN
alkej-623	86	25	(	(	PUNCT
alkej-623	86	26	4	4	X
alkej-623	86	27	)	)	PUNCT
alkej-623	86	28	using	use	VERB
alkej-623	86	29	m=6	m=6	PUNCT
alkej-623	86	30	and	and	CCONJ
alkej-623	86	31	k=8	k=8	PROPN
alkej-623	86	32	.	.	PUNCT
alkej-623	87	1	the	the	DET
alkej-623	87	2	above	above	ADJ
alkej-623	87	3	ann	ann	PROPN
alkej-623	87	4	is	be	AUX
alkej-623	87	5	simulated	simulate	VERB
alkej-623	87	6	using	use	VERB
alkej-623	87	7	c++	c++	ADJ
alkej-623	87	8	program	program	NOUN
alkej-623	87	9	to	to	PART
alkej-623	87	10	represent	represent	VERB
alkej-623	87	11	an	an	DET
alkej-623	87	12	ann	ann	PROPN
alkej-623	87	13	that	that	PRON
alkej-623	87	14	is	be	AUX
alkej-623	87	15	used	use	VERB
alkej-623	87	16	to	to	PART
alkej-623	87	17	detect	detect	VERB
alkej-623	87	18	the	the	DET
alkej-623	87	19	ten	ten	NUM
alkej-623	87	20	digits	digit	NOUN
alkej-623	87	21	.	.	PUNCT
alkej-623	88	1	the	the	DET
alkej-623	88	2	learning	learning	NOUN
alkej-623	88	3	of	of	ADP
alkej-623	88	4	the	the	DET
alkej-623	88	5	original	original	ADJ
alkej-623	88	6	software	software	NOUN
alkej-623	88	7	simulation	simulation	NOUN
alkej-623	88	8	(	(	PUNCT
alkej-623	88	9	without	without	ADP
alkej-623	88	10	any	any	DET
alkej-623	88	11	truncation	truncation	NOUN
alkej-623	88	12	)	)	PUNCT
alkej-623	88	13	gives	give	VERB
alkej-623	88	14	an	an	DET
alkej-623	88	15	error	error	NOUN
alkej-623	88	16	3.7	3.7	NUM
alkej-623	88	17	%	%	NOUN
alkej-623	88	18	.	.	PUNCT
alkej-623	89	1	the	the	DET
alkej-623	89	2	reuse	reuse	NOUN
alkej-623	89	3	of	of	ADP
alkej-623	89	4	the	the	DET
alkej-623	89	5	original	original	ADJ
alkej-623	89	6	software	software	NOUN
alkej-623	89	7	simulation	simulation	NOUN
alkej-623	89	8	with	with	ADP
alkej-623	89	9	additional	additional	ADJ
alkej-623	89	10	function	function	NOUN
alkej-623	89	11	to	to	PART
alkej-623	89	12	represent	represent	VERB
alkej-623	89	13	the	the	DET
alkej-623	89	14	effect	effect	NOUN
alkej-623	89	15	of	of	ADP
alkej-623	89	16	the	the	DET
alkej-623	89	17	truncation	truncation	NOUN
alkej-623	89	18	as	as	ADP
alkej-623	89	19	in	in	ADP
alkej-623	89	20	section	section	NOUN
alkej-623	89	21	(	(	PUNCT
alkej-623	89	22	5	5	NUM
alkej-623	89	23	)	)	PUNCT
alkej-623	89	24	will	will	AUX
alkej-623	89	25	give	give	VERB
alkej-623	89	26	an	an	DET
alkej-623	89	27	error	error	NOUN
alkej-623	89	28	14.2	14.2	NUM
alkej-623	89	29	%	%	NOUN
alkej-623	89	30	.	.	PUNCT
alkej-623	90	1	the	the	DET
alkej-623	90	2	modification	modification	NOUN
alkej-623	90	3	of	of	ADP
alkej-623	90	4	the	the	DET
alkej-623	90	5	truncation	truncation	NOUN
alkej-623	90	6	function	function	NOUN
alkej-623	90	7	to	to	PART
alkej-623	90	8	represent	represent	VERB
alkej-623	90	9	the	the	DET
alkej-623	90	10	effect	effect	NOUN
alkej-623	90	11	of	of	ADP
alkej-623	90	12	the	the	DET
alkej-623	90	13	steps	step	NOUN
alkej-623	90	14	in	in	ADP
alkej-623	90	15	section	section	NOUN
alkej-623	90	16	(	(	PUNCT
alkej-623	90	17	4	4	NUM
alkej-623	90	18	)	)	PUNCT
alkej-623	90	19	will	will	AUX
alkej-623	90	20	give	give	VERB
alkej-623	90	21	the	the	DET
alkej-623	90	22	results	result	NOUN
alkej-623	90	23	in	in	ADP
alkej-623	90	24	table	table	NOUN
alkej-623	90	25	(	(	PUNCT
alkej-623	90	26	2	2	NUM
alkej-623	90	27	)	)	PUNCT
alkej-623	90	28	.	.	PUNCT
alkej-623	91	1	table	table	NOUN
alkej-623	91	2	(	(	PUNCT
alkej-623	91	3	2	2	X
alkej-623	91	4	)	)	PUNCT
alkej-623	91	5	shows	show	VERB
alkej-623	91	6	the	the	DET
alkej-623	91	7	practical	practical	ADJ
alkej-623	91	8	results	result	NOUN
alkej-623	91	9	of	of	ADP
alkej-623	91	10	the	the	DET
alkej-623	91	11	simulation	simulation	NOUN
alkej-623	91	12	of	of	ADP
alkej-623	91	13	the	the	DET
alkej-623	91	14	ann	ann	PROPN
alkej-623	91	15	in	in	ADP
alkej-623	91	16	the	the	DET
alkej-623	91	17	example	example	NOUN
alkej-623	91	18	,	,	PUNCT
alkej-623	91	19	this	this	DET
alkej-623	91	20	table	table	NOUN
alkej-623	91	21	shows	show	VERB
alkej-623	91	22	that	that	SCONJ
alkej-623	91	23	the	the	DET
alkej-623	91	24	truncation	truncation	NOUN
alkej-623	91	25	increases	increase	VERB
alkej-623	91	26	the	the	DET
alkej-623	91	27	total	total	ADJ
alkej-623	91	28	error	error	NOUN
alkej-623	91	29	from	from	ADP
alkej-623	91	30	3.7	3.7	NUM
alkej-623	91	31	%	%	NOUN
alkej-623	91	32	to	to	ADP
alkej-623	91	33	about	about	ADP
alkej-623	91	34	14.2	14.2	NUM
alkej-623	91	35	%	%	NOUN
alkej-623	91	36	,	,	PUNCT
alkej-623	91	37	while	while	SCONJ
alkej-623	91	38	the	the	DET
alkej-623	91	39	proposed	propose	VERB
alkej-623	91	40	method	method	NOUN
alkej-623	91	41	will	will	AUX
alkej-623	91	42	reduce	reduce	VERB
alkej-623	91	43	this	this	PRON
alkej-623	91	44	to	to	ADP
alkej-623	91	45	5.9	5.9	NUM
alkej-623	91	46	%	%	NOUN
alkej-623	91	47	.	.	PUNCT
alkej-623	92	1	the	the	DET
alkej-623	92	2	cost	cost	NOUN
alkej-623	92	3	of	of	ADP
alkej-623	92	4	the	the	DET
alkej-623	92	5	neuron	neuron	NOUN
alkej-623	92	6	in	in	ADP
alkej-623	92	7	table	table	NOUN
alkej-623	92	8	(	(	PUNCT
alkej-623	92	9	2	2	NUM
alkej-623	92	10	)	)	PUNCT
alkej-623	92	11	is	be	AUX
alkej-623	92	12	calculated	calculate	VERB
alkej-623	92	13	by	by	ADP
alkej-623	92	14	the	the	DET
alkej-623	92	15	classic	classic	ADJ
alkej-623	92	16	design	design	NOUN
alkej-623	92	17	of	of	ADP
alkej-623	92	18	adder	adder	NOUN
alkej-623	92	19	and	and	CCONJ
alkej-623	92	20	multiplier	multipli	ADJ
alkej-623	92	21	in	in	ADP
alkej-623	92	22	[	[	X
alkej-623	92	23	7	7	NUM
alkej-623	92	24	]	]	PUNCT
alkej-623	92	25	,	,	PUNCT
alkej-623	92	26	while	while	SCONJ
alkej-623	92	27	the	the	DET
alkej-623	92	28	additional	additional	ADJ
alkej-623	92	29	cost	cost	NOUN
alkej-623	92	30	for	for	ADP
alkej-623	92	31	the	the	DET
alkej-623	92	32	steps	step	NOUN
alkej-623	92	33	1	1	NUM
alkej-623	92	34	,	,	PUNCT
alkej-623	92	35	2	2	NUM
alkej-623	92	36	and	and	CCONJ
alkej-623	92	37	3	3	NUM
alkej-623	92	38	must	must	AUX
alkej-623	92	39	be	be	AUX
alkej-623	92	40	calculated	calculate	VERB
alkej-623	92	41	from	from	ADP
alkej-623	92	42	the	the	DET
alkej-623	92	43	specific	specific	ADJ
alkej-623	92	44	design	design	NOUN
alkej-623	92	45	with	with	ADP
alkej-623	92	46	routes	route	NOUN
alkej-623	92	47	of	of	ADP
alkej-623	92	48	the	the	DET
alkej-623	92	49	reference	reference	NOUN
alkej-623	93	1	[	[	X
alkej-623	93	2	7	7	NUM
alkej-623	93	3	]	]	PUNCT
alkej-623	93	4	.	.	PUNCT
alkej-623	94	1	table	table	NOUN
alkej-623	94	2	(	(	PUNCT
alkej-623	94	3	1	1	NUM
alkej-623	94	4	):	):	PUNCT
alkej-623	94	5	the	the	DET
alkej-623	94	6	error	error	NOUN
alkej-623	94	7	of	of	ADP
alkej-623	94	8	the	the	DET
alkej-623	94	9	output	output	NOUN
alkej-623	94	10	calculates	calculate	VERB
alkej-623	94	11	with	with	ADP
alkej-623	94	12	respect	respect	NOUN
alkej-623	94	13	to	to	ADP
alkej-623	94	14	the	the	DET
alkej-623	94	15	maximum	maximum	ADJ
alkej-623	94	16	amplitude	amplitude	NOUN
alkej-623	94	17	.	.	PUNCT
alkej-623	95	1	error	error	NOUN
alkej-623	95	2	range	range	NOUN
alkej-623	95	3	*	*	PUNCT
alkej-623	95	4	1000	1000	NUM
alkej-623	95	5	average	average	ADJ
alkej-623	95	6	*	*	NOUN
alkej-623	95	7	1000	1000	NUM
alkej-623	95	8	mse	mse	NOUN
alkej-623	95	9	*	*	SYM
alkej-623	95	10	10	10	NUM
alkej-623	95	11	-	-	SYM
alkej-623	95	12	6	6	NUM
alkej-623	95	13	original	original	ADJ
alkej-623	95	14	0	0	NUM
alkej-623	95	15	to	to	ADP
alkej-623	95	16	27.34	27.34	NUM
alkej-623	95	17	13.67	13.67	NUM
alkej-623	95	18	93.46	93.46	NUM
alkej-623	95	19	step1	step1	NOUN
alkej-623	95	20	0	0	NUM
alkej-623	95	21	to	to	ADP
alkej-623	95	22	7.81	7.81	NUM
alkej-623	95	23	3.9	3.9	NUM
alkej-623	95	24	30.52	30.52	NUM
alkej-623	95	25	step1	step1	NOUN
alkej-623	95	26	with	with	ADP
alkej-623	95	27	step	step	NOUN
alkej-623	95	28	2	2	NUM
alkej-623	95	29	-3.9	-3.9	NOUN
alkej-623	95	30	to	to	ADP
alkej-623	95	31	5.86	5.86	NUM
alkej-623	95	32	1.953	1.953	NUM
alkej-623	95	33	24.79	24.79	NUM
alkej-623	95	34	step1	step1	NOUN
alkej-623	95	35	with	with	ADP
alkej-623	95	36	step	step	NOUN
alkej-623	95	37	3	3	NUM
alkej-623	95	38	-3.9	-3.9	NOUN
alkej-623	95	39	to	to	ADP
alkej-623	95	40	5.86	5.86	NUM
alkej-623	95	41	1.95	1.95	NUM
alkej-623	95	42	24.79	24.79	NUM
alkej-623	95	43	all	all	DET
alkej-623	95	44	steps	step	NOUN
alkej-623	95	45	-3.9	-3.9	NOUN
alkej-623	95	46	to	to	ADP
alkej-623	95	47	3.9	3.9	NUM
alkej-623	95	48	0	0	NUM
alkej-623	95	49	15.25	15.25	NUM
alkej-623	95	50	this	this	DET
alkej-623	95	51	page	page	NOUN
alkej-623	95	52	was	be	AUX
alkej-623	95	53	created	create	VERB
alkej-623	95	54	using	use	VERB
alkej-623	95	55	nitro	nitro	NOUN
alkej-623	95	56	pdf	pdf	NOUN
alkej-623	95	57	trial	trial	NOUN
alkej-623	95	58	software	software	NOUN
alkej-623	95	59	.	.	PUNCT
alkej-623	96	1	to	to	PART
alkej-623	96	2	purchase	purchase	VERB
alkej-623	96	3	,	,	PUNCT
alkej-623	96	4	go	go	VERB
alkej-623	96	5	to	to	ADP
alkej-623	96	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	96	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	96	8	dr	dr	PROPN
alkej-623	96	9	.	.	PROPN
alkej-623	96	10	dhafer	dhafer	PROPN
alkej-623	96	11	r.	r.	PROPN
alkej-623	96	12	zaghar	zaghar	PROPN
alkej-623	96	13	/al	/al	PROPN
alkej-623	96	14	-	-	PUNCT
alkej-623	96	15	khwarizmi	khwarizmi	PROPN
alkej-623	96	16	engineering	engineering	NOUN
alkej-623	96	17	journal	journal	PROPN
alkej-623	96	18	,	,	PUNCT
alkej-623	96	19	vol.3	vol.3	PROPN
alkej-623	96	20	,	,	PUNCT
alkej-623	96	21	no.2	no.2	PROPN
alkej-623	96	22	pp1	pp1	PROPN
alkej-623	96	23	-	-	PUNCT
alkej-623	96	24	7	7	NUM
alkej-623	96	25	(	(	PUNCT
alkej-623	96	26	2007	2007	NUM
alkej-623	96	27	)	)	PUNCT
alkej-623	96	28	7	7	NUM
alkej-623	96	29	.	.	X
alkej-623	97	1	conclusion	conclusion	VERB
alkej-623	97	2	the	the	DET
alkej-623	97	3	implementation	implementation	NOUN
alkej-623	97	4	of	of	ADP
alkej-623	97	5	anns	anns	NOUN
alkej-623	97	6	in	in	ADP
alkej-623	97	7	hardware	hardware	NOUN
alkej-623	97	8	has	have	AUX
alkej-623	97	9	been	be	AUX
alkej-623	97	10	proven	prove	VERB
alkej-623	97	11	to	to	PART
alkej-623	97	12	be	be	AUX
alkej-623	97	13	beneficial	beneficial	ADJ
alkej-623	97	14	for	for	ADP
alkej-623	97	15	intelligent	intelligent	ADJ
alkej-623	97	16	systems	system	NOUN
alkej-623	97	17	requiring	require	VERB
alkej-623	97	18	fast	fast	ADJ
alkej-623	97	19	computation	computation	NOUN
alkej-623	97	20	of	of	ADP
alkej-623	97	21	data	datum	NOUN
alkej-623	97	22	.	.	PUNCT
alkej-623	98	1	but	but	CCONJ
alkej-623	98	2	the	the	DET
alkej-623	98	3	bounded	bounded	ADJ
alkej-623	98	4	width	width	NOUN
alkej-623	98	5	of	of	ADP
alkej-623	98	6	the	the	DET
alkej-623	98	7	data	datum	NOUN
alkej-623	98	8	in	in	ADP
alkej-623	98	9	the	the	DET
alkej-623	98	10	hardware	hardware	NOUN
alkej-623	98	11	implementation	implementation	NOUN
alkej-623	98	12	will	will	AUX
alkej-623	98	13	generate	generate	VERB
alkej-623	98	14	an	an	DET
alkej-623	98	15	error	error	NOUN
alkej-623	98	16	in	in	ADP
alkej-623	98	17	the	the	DET
alkej-623	98	18	output	output	NOUN
alkej-623	98	19	of	of	ADP
alkej-623	98	20	the	the	DET
alkej-623	98	21	neuron	neuron	NOUN
alkej-623	98	22	,	,	PUNCT
alkej-623	98	23	this	this	DET
alkej-623	98	24	error	error	NOUN
alkej-623	98	25	will	will	AUX
alkej-623	98	26	add	add	VERB
alkej-623	98	27	to	to	ADP
alkej-623	98	28	the	the	DET
alkej-623	98	29	result	result	NOUN
alkej-623	98	30	of	of	ADP
alkej-623	98	31	the	the	DET
alkej-623	98	32	output	output	NOUN
alkej-623	98	33	as	as	ADP
alkej-623	98	34	additional	additional	ADJ
alkej-623	98	35	error	error	NOUN
alkej-623	98	36	.	.	PUNCT
alkej-623	99	1	the	the	DET
alkej-623	99	2	bounded	bounded	ADJ
alkej-623	99	3	width	width	NOUN
alkej-623	99	4	of	of	ADP
alkej-623	99	5	the	the	DET
alkej-623	99	6	data	datum	NOUN
alkej-623	99	7	will	will	AUX
alkej-623	99	8	generate	generate	VERB
alkej-623	99	9	an	an	DET
alkej-623	99	10	additional	additional	ADJ
alkej-623	99	11	error	error	NOUN
alkej-623	99	12	value	value	NOUN
alkej-623	99	13	.	.	PUNCT
alkej-623	100	1	the	the	DET
alkej-623	100	2	additional	additional	ADJ
alkej-623	100	3	error	error	NOUN
alkej-623	100	4	value	value	NOUN
alkej-623	100	5	will	will	AUX
alkej-623	100	6	fall	fall	VERB
alkej-623	100	7	in	in	ADP
alkej-623	100	8	the	the	DET
alkej-623	100	9	range	range	NOUN
alkej-623	100	10	10	10	NUM
alkej-623	100	11	-	-	SYM
alkej-623	100	12	4	4	NUM
alkej-623	100	13	per	per	ADP
alkej-623	100	14	single	single	ADJ
alkej-623	100	15	process	process	NOUN
alkej-623	100	16	(	(	PUNCT
alkej-623	100	17	addition	addition	NOUN
alkej-623	100	18	)	)	PUNCT
alkej-623	100	19	but	but	CCONJ
alkej-623	100	20	it	it	PRON
alkej-623	100	21	will	will	AUX
alkej-623	100	22	represent	represent	VERB
alkej-623	100	23	an	an	DET
alkej-623	100	24	accumulated	accumulate	VERB
alkej-623	100	25	additional	additional	ADJ
alkej-623	100	26	error	error	NOUN
alkej-623	100	27	in	in	ADP
alkej-623	100	28	the	the	DET
alkej-623	100	29	result	result	NOUN
alkej-623	100	30	reach	reach	VERB
alkej-623	100	31	to	to	ADP
alkej-623	100	32	about	about	ADV
alkej-623	100	33	10	10	NUM
alkej-623	100	34	%	%	NOUN
alkej-623	100	35	.	.	PUNCT
alkej-623	101	1	the	the	DET
alkej-623	101	2	proposed	propose	VERB
alkej-623	101	3	method	method	NOUN
alkej-623	101	4	reduces	reduce	VERB
alkej-623	101	5	the	the	DET
alkej-623	101	6	effect	effect	NOUN
alkej-623	101	7	of	of	ADP
alkej-623	101	8	the	the	DET
alkej-623	101	9	accumulated	accumulate	VERB
alkej-623	101	10	error	error	NOUN
alkej-623	101	11	depend	depend	VERB
alkej-623	101	12	on	on	ADP
alkej-623	101	13	rounding	round	VERB
alkej-623	101	14	the	the	DET
alkej-623	101	15	truncated	truncated	ADJ
alkej-623	101	16	values	value	NOUN
alkej-623	101	17	to	to	PART
alkej-623	101	18	give	give	VERB
alkej-623	101	19	an	an	DET
alkej-623	101	20	optimal	optimal	ADJ
alkej-623	101	21	result	result	NOUN
alkej-623	101	22	in	in	ADP
alkej-623	101	23	the	the	DET
alkej-623	101	24	output	output	NOUN
alkej-623	101	25	.	.	PUNCT
alkej-623	102	1	this	this	DET
alkej-623	102	2	process	process	NOUN
alkej-623	102	3	will	will	AUX
alkej-623	102	4	reduce	reduce	VERB
alkej-623	102	5	the	the	DET
alkej-623	102	6	accumulated	accumulate	VERB
alkej-623	102	7	additional	additional	ADJ
alkej-623	102	8	error	error	NOUN
alkej-623	102	9	value	value	NOUN
alkej-623	102	10	from	from	ADP
alkej-623	102	11	about	about	ADV
alkej-623	102	12	14	14	NUM
alkej-623	102	13	%	%	NOUN
alkej-623	102	14	to	to	ADP
alkej-623	102	15	about	about	ADP
alkej-623	102	16	6	6	NUM
alkej-623	102	17	%	%	NOUN
alkej-623	102	18	.	.	PUNCT
alkej-623	103	1	however	however	ADV
alkej-623	103	2	,	,	PUNCT
alkej-623	103	3	it	it	PRON
alkej-623	103	4	will	will	AUX
alkej-623	103	5	increase	increase	VERB
alkej-623	103	6	the	the	DET
alkej-623	103	7	efficiency	efficiency	NOUN
alkej-623	103	8	of	of	ADP
alkej-623	103	9	the	the	DET
alkej-623	103	10	output	output	NOUN
alkej-623	103	11	8	8	NUM
alkej-623	103	12	%	%	NOUN
alkej-623	103	13	with	with	ADP
alkej-623	103	14	a	a	DET
alkej-623	103	15	small	small	ADJ
alkej-623	103	16	additional	additional	ADJ
alkej-623	103	17	cost	cost	NOUN
alkej-623	103	18	less	less	ADJ
alkej-623	103	19	than	than	ADP
alkej-623	103	20	6	6	NUM
alkej-623	103	21	%	%	NOUN
alkej-623	103	22	.	.	PUNCT
alkej-623	104	1	8	8	X
alkej-623	104	2	.	.	NUM
alkej-623	104	3	references	reference	NOUN
alkej-623	104	4	[	[	X
alkej-623	104	5	1	1	NUM
alkej-623	104	6	]	]	X
alkej-623	104	7	christodoulou	christodoulou	PROPN
alkej-623	104	8	,	,	PUNCT
alkej-623	104	9	c.	c.	PROPN
alkej-623	104	10	,	,	PUNCT
alkej-623	104	11	s.	s.	PROPN
alkej-623	104	12	michaelides	michaelides	PROPN
alkej-623	104	13	,	,	PUNCT
alkej-623	104	14	c.	c.	PROPN
alkej-623	104	15	pattichis	pattichis	PROPN
alkej-623	104	16	,	,	PUNCT
alkej-623	104	17	and	and	CCONJ
alkej-623	104	18	k.	k.	PROPN
alkej-623	104	19	kyriakou	kyriakou	PROPN
alkej-623	104	20	,	,	PUNCT
alkej-623	104	21	“	"	PUNCT
alkej-623	104	22	classification	classification	NOUN
alkej-623	104	23	of	of	ADP
alkej-623	104	24	satellite	satellite	NOUN
alkej-623	104	25	clouds	cloud	NOUN
alkej-623	104	26	imagery	imagery	NOUN
alkej-623	104	27	based	base	VERB
alkej-623	104	28	on	on	ADP
alkej-623	104	29	multifeature	multifeature	NOUN
alkej-623	104	30	texture	texture	ADJ
alkej-623	104	31	analysis	analysis	NOUN
alkej-623	104	32	and	and	CCONJ
alkej-623	104	33	neural	neural	ADJ
alkej-623	104	34	networks	network	NOUN
alkej-623	104	35	,	,	PUNCT
alkej-623	104	36	”	"	PUNCT
alkej-623	104	37	ieee	ieee	PROPN
alkej-623	104	38	international	international	ADJ
alkej-623	104	39	conference	conference	NOUN
alkej-623	104	40	on	on	ADP
alkej-623	104	41	image	image	NOUN
alkej-623	104	42	processing	processing	NOUN
alkej-623	104	43	,	,	PUNCT
alkej-623	104	44	v.1	v.1	NUM
alkej-623	104	45	.	.	PROPN
alkej-623	104	46	2001	2001	NUM
alkej-623	104	47	,	,	PUNCT
alkej-623	104	48	p	p	ADJ
alkej-623	104	49	497	497	NUM
alkej-623	104	50	-	-	SYM
alkej-623	104	51	500	500	NUM
alkej-623	104	52	.	.	PUNCT
alkej-623	105	1	[	[	X
alkej-623	105	2	2	2	NUM
alkej-623	105	3	]	]	X
alkej-623	105	4	soren	soren	PROPN
alkej-623	105	5	,	,	PUNCT
alkej-623	105	6	k.	k.	PROPN
alkej-623	105	7	r.	r.	PROPN
alkej-623	105	8	,	,	PUNCT
alkej-623	105	9	“	"	PUNCT
alkej-623	105	10	hidden	hide	VERB
alkej-623	105	11	neural	neural	ADJ
alkej-623	105	12	networks	network	NOUN
alkej-623	105	13	:	:	PUNCT
alkej-623	105	14	application	application	NOUN
alkej-623	105	15	to	to	ADP
alkej-623	105	16	speech	speech	NOUN
alkej-623	105	17	recognition	recognition	NOUN
alkej-623	105	18	,	,	PUNCT
alkej-623	105	19	”	"	PUNCT
alkej-623	105	20	neural	neural	ADJ
alkej-623	105	21	computation	computation	NOUN
alkej-623	105	22	v.11	v.11	VERB
alkej-623	105	23	1999	1999	NUM
alkej-623	105	24	,	,	PUNCT
alkej-623	105	25	p.	p.	NOUN
alkej-623	105	26	54	54	NUM
alkej-623	105	27	.	.	PUNCT
alkej-623	106	1	[	[	X
alkej-623	106	2	3	3	NUM
alkej-623	106	3	]	]	X
alkej-623	106	4	jayaraman	jayaraman	NOUN
alkej-623	106	5	,	,	PUNCT
alkej-623	106	6	r.	r.	PROPN
alkej-623	106	7	,	,	PUNCT
alkej-623	106	8	“	"	PUNCT
alkej-623	106	9	physical	physical	ADJ
alkej-623	106	10	design	design	NOUN
alkej-623	106	11	for	for	ADP
alkej-623	106	12	fpgas	fpgas	NOUN
alkej-623	106	13	,	,	PUNCT
alkej-623	106	14	”	"	PUNCT
alkej-623	106	15	proceedings	proceeding	NOUN
alkej-623	106	16	of	of	ADP
alkej-623	106	17	the	the	DET
alkej-623	106	18	2001international	2001international	ADJ
alkej-623	106	19	symposium	symposium	NOUN
alkej-623	106	20	on	on	ADP
alkej-623	106	21	physical	physical	ADJ
alkej-623	106	22	design	design	NOUN
alkej-623	106	23	,	,	PUNCT
alkej-623	106	24	sonoma	sonoma	NOUN
alkej-623	106	25	,	,	PUNCT
alkej-623	106	26	ca	ca	NOUN
alkej-623	106	27	,	,	PUNCT
alkej-623	106	28	p	p	NOUN
alkej-623	106	29	214	214	NUM
alkej-623	106	30	-	-	SYM
alkej-623	106	31	221	221	NUM
alkej-623	106	32	.	.	PUNCT
alkej-623	107	1	[	[	X
alkej-623	107	2	4	4	NUM
alkej-623	107	3	]	]	X
alkej-623	107	4	dimond	dimond	PROPN
alkej-623	107	5	,	,	PUNCT
alkej-623	107	6	k.	k.	PROPN
alkej-623	107	7	,	,	PUNCT
alkej-623	107	8	and	and	CCONJ
alkej-623	107	9	k.	k.	PROPN
alkej-623	107	10	pang	pang	PROPN
alkej-623	107	11	,	,	PUNCT
alkej-623	107	12	“	"	PUNCT
alkej-623	107	13	mapping	mapping	NOUN
alkej-623	107	14	vhdl	vhdl	NOUN
alkej-623	107	15	descriptions	description	NOUN
alkej-623	107	16	of	of	ADP
alkej-623	107	17	digital	digital	ADJ
alkej-623	107	18	systems	system	NOUN
alkej-623	107	19	to	to	ADP
alkej-623	107	20	fpgas	fpgas	NOUN
alkej-623	107	21	,	,	PUNCT
alkej-623	107	22	”	"	PUNCT
alkej-623	107	23	iee	iee	PROPN
alkej-623	107	24	colloquium	colloquium	NOUN
alkej-623	107	25	digest	digest	PROPN
alkej-623	107	26	:	:	PUNCT
alkej-623	107	27	computing	computing	NOUN
alkej-623	107	28	and	and	CCONJ
alkej-623	107	29	control	control	NOUN
alkej-623	107	30	division	division	NOUN
alkej-623	107	31	colloquium	colloquium	NOUN
alkej-623	107	32	on	on	ADP
alkej-623	107	33	software	software	NOUN
alkej-623	107	34	support	support	NOUN
alkej-623	107	35	and	and	CCONJ
alkej-623	107	36	cad	cad	NOUN
alkej-623	107	37	techniques	technique	NOUN
alkej-623	107	38	for	for	ADP
alkej-623	107	39	fpgas	fpgas	NOUN
alkej-623	107	40	(	(	PUNCT
alkej-623	107	41	field	field	NOUN
alkej-623	107	42	programmable	programmable	ADJ
alkej-623	107	43	gate	gate	NOUN
alkej-623	107	44	arrays	array	VERB
alkej-623	107	45	)	)	PUNCT
alkej-623	107	46	,	,	PUNCT
alkej-623	107	47	n	n	ADV
alkej-623	107	48	094	094	NUM
alkej-623	107	49	,	,	PUNCT
alkej-623	107	50	p	p	PROPN
alkej-623	107	51	9/1	9/1	NUM
alkej-623	107	52	-	-	PUNCT
alkej-623	107	53	9/3	9/3	NUM
alkej-623	107	54	,	,	PUNCT
alkej-623	107	55	1994	1994	NUM
alkej-623	107	56	.	.	PUNCT
alkej-623	108	1	[	[	X
alkej-623	108	2	5	5	NUM
alkej-623	108	3	]	]	X
alkej-623	108	4	contreras	contrera	NOUN
alkej-623	108	5	,	,	PUNCT
alkej-623	108	6	g	g	NOUN
alkej-623	108	7	,	,	PUNCT
alkej-623	108	8	and	and	CCONJ
alkej-623	108	9	nava	nava	PROPN
alkej-623	108	10	,	,	PUNCT
alkej-623	108	11	p	p	X
alkej-623	108	12	,	,	PUNCT
alkej-623	108	13	“	"	PUNCT
alkej-623	108	14	design	design	NOUN
alkej-623	108	15	,	,	PUNCT
alkej-623	108	16	implementation	implementation	NOUN
alkej-623	108	17	and	and	CCONJ
alkej-623	108	18	testing	testing	NOUN
alkej-623	108	19	of	of	ADP
alkej-623	108	20	an	an	DET
alkej-623	108	21	fpga	fpga	NOUN
alkej-623	108	22	-	-	PUNCT
alkej-623	108	23	based	base	VERB
alkej-623	108	24	neuro	neuro	NOUN
alkej-623	108	25	-	-	PUNCT
alkej-623	108	26	coprocessor	coprocessor	NOUN
alkej-623	108	27	”	"	PUNCT
alkej-623	108	28	,	,	PUNCT
alkej-623	108	29	dept	dept	NOUN
alkej-623	108	30	.	.	PROPN
alkej-623	108	31	of	of	ADP
alkej-623	108	32	electrical	electrical	ADJ
alkej-623	108	33	and	and	CCONJ
alkej-623	108	34	computer	computer	NOUN
alkej-623	108	35	engineering	engineering	NOUN
alkej-623	108	36	,	,	PUNCT
alkej-623	108	37	the	the	DET
alkej-623	108	38	university	university	PROPN
alkej-623	108	39	of	of	ADP
alkej-623	108	40	texas	texas	PROPN
alkej-623	108	41	at	at	ADP
alkej-623	108	42	el	el	PROPN
alkej-623	108	43	paso	paso	PROPN
alkej-623	108	44	500	500	NUM
alkej-623	108	45	w	w	PROPN
alkej-623	108	46	,	,	PUNCT
alkej-623	108	47	2002	2002	NUM
alkej-623	108	48	.	.	PUNCT
alkej-623	109	1	[	[	X
alkej-623	109	2	6	6	NUM
alkej-623	109	3	]	]	PUNCT
alkej-623	109	4	advance	advance	NOUN
alkej-623	109	5	product	product	NOUN
alkej-623	109	6	specification	specification	NOUN
alkej-623	109	7	,	,	PUNCT
alkej-623	109	8	“	"	PUNCT
alkej-623	109	9	virtex	virtex	NOUN
alkej-623	109	10	-	-	PUNCT
alkej-623	109	11	e	e	NOUN
alkej-623	109	12	1.8	1.8	NUM
alkej-623	109	13	v	v	NOUN
alkej-623	109	14	field	field	NOUN
alkej-623	109	15	programmable	programmable	ADJ
alkej-623	109	16	gate	gate	NOUN
alkej-623	109	17	arrays	array	VERB
alkej-623	109	18	”	"	PUNCT
alkej-623	109	19	,	,	PUNCT
alkej-623	109	20	ds022	ds022	PROPN
alkej-623	109	21	(	(	PUNCT
alkej-623	109	22	v1.0	v1.0	PROPN
alkej-623	109	23	)	)	PUNCT
alkej-623	109	24	december	december	PROPN
alkej-623	109	25	7	7	NUM
alkej-623	109	26	,	,	PUNCT
alkej-623	109	27	1999	1999	NUM
alkej-623	109	28	.	.	PUNCT
alkej-623	110	1	[	[	X
alkej-623	110	2	7	7	NUM
alkej-623	110	3	]	]	X
alkej-623	110	4	hikawa	hikawa	NOUN
alkej-623	110	5	,	,	PUNCT
alkej-623	110	6	h.	h.	NOUN
alkej-623	110	7	“	"	PUNCT
alkej-623	110	8	implementation	implementation	NOUN
alkej-623	110	9	of	of	ADP
alkej-623	110	10	simplified	simplified	ADJ
alkej-623	110	11	multilayer	multilayer	ADJ
alkej-623	110	12	neural	neural	ADJ
alkej-623	110	13	network	network	NOUN
alkej-623	110	14	with	with	ADP
alkej-623	110	15	on	on	ADP
alkej-623	110	16	-	-	PUNCT
alkej-623	110	17	chip	chip	NOUN
alkej-623	110	18	learning	learning	NOUN
alkej-623	110	19	,	,	PUNCT
alkej-623	110	20	”	"	PUNCT
alkej-623	110	21	proc.of	proc.of	PROPN
alkej-623	110	22	the	the	DET
alkej-623	110	23	ieee	ieee	PROPN
alkej-623	110	24	international	international	PROPN
alkej-623	110	25	conference	conference	NOUN
alkej-623	110	26	on	on	ADP
alkej-623	110	27	neural	neural	ADJ
alkej-623	110	28	networks	network	NOUN
alkej-623	110	29	(	(	PUNCT
alkej-623	110	30	part	part	NOUN
alkej-623	110	31	4	4	NUM
alkej-623	110	32	)	)	PUNCT
alkej-623	110	33	,	,	PUNCT
alkej-623	110	34	vol	vol	NOUN
alkej-623	110	35	.	.	PROPN
alkej-623	110	36	4	4	NUM
alkej-623	110	37	,	,	PUNCT
alkej-623	110	38	1999	1999	NUM
alkej-623	110	39	,	,	PUNCT
alkej-623	110	40	pp	pp	ADP
alkej-623	110	41	1633	1633	NUM
alkej-623	110	42	-	-	SYM
alkej-623	110	43	1637	1637	NUM
alkej-623	110	44	.	.	PUNCT
alkej-623	111	1	[	[	X
alkej-623	111	2	8	8	NUM
alkej-623	111	3	]	]	PUNCT
alkej-623	111	4	schelin	schelin	PROPN
alkej-623	111	5	,	,	PUNCT
alkej-623	111	6	c.w	c.w	PROPN
alkej-623	111	7	.	.	PROPN
alkej-623	111	8	,	,	PUNCT
alkej-623	111	9	“	"	PUNCT
alkej-623	111	10	calculator	calculator	NOUN
alkej-623	111	11	function	function	NOUN
alkej-623	111	12	approximation	approximation	NOUN
alkej-623	111	13	”	"	PUNCT
alkej-623	111	14	,	,	PUNCT
alkej-623	111	15	am	be	AUX
alkej-623	111	16	.	.	PUNCT
alkej-623	111	17	math	math	NOUN
alkej-623	111	18	.	.	PUNCT
alkej-623	112	1	monthly	monthly	ADJ
alkej-623	112	2	,	,	PUNCT
alkej-623	112	3	vol.90	vol.90	PRON
alkej-623	112	4	,	,	PUNCT
alkej-623	112	5	1983	1983	NUM
alkej-623	112	6	.	.	PUNCT
alkej-623	113	1	[	[	X
alkej-623	113	2	9	9	NUM
alkej-623	113	3	]	]	X
alkej-623	113	4	max	max	PROPN
alkej-623	113	5	van	van	PROPN
alkej-623	113	6	daalen	daalen	PROPN
alkej-623	113	7	,	,	PUNCT
alkej-623	113	8	peter	peter	PROPN
alkej-623	113	9	jevons	jevons	PROPN
alkej-623	113	10	,	,	PUNCT
alkej-623	113	11	and	and	CCONJ
alkej-623	113	12	john	john	PROPN
alkej-623	113	13	shawe	shawe	PROPN
alkej-623	113	14	taylor	taylor	PROPN
alkej-623	113	15	.	.	PUNCT
alkej-623	114	1	a	a	DET
alkej-623	114	2	stochastic	stochastic	ADJ
alkej-623	114	3	neural	neural	ADJ
alkej-623	114	4	architecture	architecture	NOUN
alkej-623	114	5	that	that	PRON
alkej-623	114	6	exploits	exploit	VERB
alkej-623	114	7	dynamically	dynamically	ADV
alkej-623	114	8	recon_gurable	recon_gurable	ADJ
alkej-623	114	9	fpgas	fpgas	NOUN
alkej-623	114	10	.	.	PUNCT
alkej-623	115	1	proceedings	proceeding	NOUN
alkej-623	115	2	ieee	ieee	VERB
alkej-623	115	3	workshop	workshop	NOUN
alkej-623	115	4	on	on	ADP
alkej-623	115	5	fpgas	fpgas	NOUN
alkej-623	115	6	for	for	ADP
alkej-623	115	7	custom	custom	NOUN
alkej-623	115	8	computing	compute	VERB
alkej-623	115	9	machines	machine	NOUN
alkej-623	115	10	,	,	PUNCT
alkej-623	115	11	pages	page	VERB
alkej-623	115	12	202{211	202{211	PROPN
alkej-623	115	13	,	,	PUNCT
alkej-623	115	14	april	april	PROPN
alkej-623	115	15	1993	1993	NUM
alkej-623	115	16	.	.	PUNCT
alkej-623	116	1	[	[	X
alkej-623	116	2	10	10	NUM
alkej-623	116	3	]	]	X
alkej-623	116	4	oudjida	oudjida	PROPN
alkej-623	116	5	,	,	PUNCT
alkej-623	116	6	a.k	a.k	PROPN
alkej-623	116	7	.	.	PROPN
alkej-623	116	8	,	,	PUNCT
alkej-623	116	9	“	"	PUNCT
alkej-623	116	10	high	high	ADJ
alkej-623	116	11	speed	speed	NOUN
alkej-623	116	12	and	and	CCONJ
alkej-623	116	13	very	very	ADV
alkej-623	116	14	compact	compact	ADJ
alkej-623	116	15	two	two	NUM
alkej-623	116	16	’s	’s	PART
alkej-623	116	17	complement	complement	NOUN
alkej-623	116	18	serial	serial	ADJ
alkej-623	116	19	/	/	SYM
alkej-623	116	20	parallel	parallel	ADJ
alkej-623	116	21	multipliers	multiplier	NOUN
alkej-623	116	22	using	use	VERB
alkej-623	116	23	xilinx	xilinx	PROPN
alkej-623	116	24	’s	’s	PART
alkej-623	116	25	fpga	fpga	PROPN
alkej-623	116	26	”	"	PUNCT
alkej-623	116	27	,	,	PUNCT
alkej-623	116	28	cdta	cdta	NOUN
alkej-623	116	29	/	/	SYM
alkej-623	116	30	microelectronics	microelectronic	NOUN
alkej-623	116	31	laboratory	laboratory	NOUN
alkej-623	116	32	128	128	NUM
alkej-623	116	33	chemin	chemin	PROPN
alkej-623	116	34	mohamed	mohamed	PROPN
alkej-623	116	35	gacem	gacem	PROPN
alkej-623	116	36	el	el	PROPN
alkej-623	116	37	-	-	PROPN
alkej-623	116	38	madania	madania	PROPN
alkej-623	116	39	16075	16075	NUM
alkej-623	116	40	,	,	PUNCT
alkej-623	116	41	algiers	algiers	PROPN
alkej-623	116	42	,	,	PUNCT
alkej-623	116	43	algeria,1996	algeria,1996	NOUN
alkej-623	116	44	.	.	PROPN
alkej-623	116	45	table	table	NOUN
alkej-623	116	46	(	(	PUNCT
alkej-623	116	47	2	2	NUM
alkej-623	116	48	):	):	PUNCT
alkej-623	116	49	the	the	DET
alkej-623	116	50	simulation	simulation	NOUN
alkej-623	116	51	results	result	NOUN
alkej-623	116	52	of	of	ADP
alkej-623	116	53	the	the	DET
alkej-623	116	54	error	error	NOUN
alkej-623	116	55	and	and	CCONJ
alkej-623	116	56	the	the	DET
alkej-623	116	57	fpga	fpga	PROPN
alkej-623	116	58	cost	cost	NOUN
alkej-623	116	59	of	of	ADP
alkej-623	116	60	the	the	DET
alkej-623	116	61	network	network	NOUN
alkej-623	116	62	method	method	NOUN
alkej-623	116	63	average	average	NOUN
alkej-623	116	64	of	of	ADP
alkej-623	116	65	the	the	DET
alkej-623	116	66	percentage	percentage	NOUN
alkej-623	116	67	error	error	NOUN
alkej-623	116	68	fpga	fpga	NOUN
alkej-623	116	69	cost	cost	NOUN
alkej-623	116	70	cell	cell	NOUN
alkej-623	116	71	/	/	SYM
alkej-623	116	72	neuron	neuron	NOUN
alkej-623	116	73	software	software	NOUN
alkej-623	116	74	3.7	3.7	NUM
alkej-623	116	75	-----after	-----after	PUNCT
alkej-623	116	76	truncation	truncation	NOUN
alkej-623	116	77	14.2	14.2	NUM
alkej-623	116	78	14880	14880	NUM
alkej-623	116	79	step1	step1	PROPN
alkej-623	116	80	9.6	9.6	NUM
alkej-623	116	81	15036	15036	NUM
alkej-623	116	82	step1	step1	PROPN
alkej-623	116	83	with	with	ADP
alkej-623	116	84	step	step	NOUN
alkej-623	116	85	2	2	NUM
alkej-623	116	86	8.3	8.3	NUM
alkej-623	116	87	15792	15792	NUM
alkej-623	116	88	step1	step1	PROPN
alkej-623	116	89	with	with	ADP
alkej-623	116	90	step	step	NOUN
alkej-623	116	91	3	3	NUM
alkej-623	116	92	8.4	8.4	NUM
alkej-623	116	93	15048	15048	NUM
alkej-623	116	94	all	all	DET
alkej-623	116	95	steps	step	NOUN
alkej-623	116	96	5.9	5.9	NUM
alkej-623	116	97	15804	15804	NUM
alkej-623	116	98	this	this	DET
alkej-623	116	99	page	page	NOUN
alkej-623	116	100	was	be	AUX
alkej-623	116	101	created	create	VERB
alkej-623	116	102	using	use	VERB
alkej-623	116	103	nitro	nitro	NOUN
alkej-623	116	104	pdf	pdf	NOUN
alkej-623	116	105	trial	trial	NOUN
alkej-623	116	106	software	software	NOUN
alkej-623	116	107	.	.	PUNCT
alkej-623	117	1	to	to	PART
alkej-623	117	2	purchase	purchase	VERB
alkej-623	117	3	,	,	PUNCT
alkej-623	117	4	go	go	VERB
alkej-623	117	5	to	to	ADP
alkej-623	117	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	117	7	http://www.nitropdf.com/	http://www.nitropdf.com/	PROPN
alkej-623	117	8	dr	dr	PROPN
alkej-623	117	9	.	.	PROPN
alkej-623	117	10	dhafer	dhafer	PROPN
alkej-623	117	11	r.	r.	PROPN
alkej-623	117	12	zaghar	zaghar	PROPN
alkej-623	117	13	/al	/al	PROPN
alkej-623	117	14	-	-	PUNCT
alkej-623	117	15	khwarizmi	khwarizmi	PROPN
alkej-623	117	16	engineering	engineering	NOUN
alkej-623	117	17	journal	journal	PROPN
alkej-623	117	18	,	,	PUNCT
alkej-623	117	19	vol.3	vol.3	PROPN
alkej-623	117	20	,	,	PUNCT
alkej-623	117	21	no.2	no.2	PROPN
alkej-623	117	22	pp1	pp1	PROPN
alkej-623	117	23	-	-	PUNCT
alkej-623	117	24	7	7	NUM
alkej-623	117	25	(	(	PUNCT
alkej-623	117	26	2007	2007	NUM
alkej-623	117	27	)	)	PUNCT
alkej-623	117	28	الخطأ	الخطأ	PROPN
alkej-623	117	29	لبناء	لبناء	PROPN
alkej-623	117	30	الشبكة	الشبكة	PROPN
alkej-623	117	31	العصبیة	العصبیة	NOUN
alkej-623	117	32	مستوىتقلیل	مستوىتقلیل	ADJ
alkej-623	117	33	ظافر	ظافر	NOUN
alkej-623	117	34	رافع	رافع	NOUN
alkej-623	117	35	زغیر	زغیر	ADJ
alkej-623	117	36	.	.	PUNCT
alkej-623	118	1	د	د	PROPN
alkej-623	118	2	كــلیة	كــلیة	VERB
alkej-623	118	3	الھــندسـة	الھــندسـة	NOUN
alkej-623	118	4	/و	/و	PUNCT
alkej-623	118	5	البرامجیات	البرامجیات	X
alkej-623	118	6	قـسم	قـسم	PROPN
alkej-623	118	7	ھـندسة	ھـندسة	PROPN
alkej-623	118	8	الحـاسبـات	الحـاسبـات	PROPN
alkej-623	118	9	الجامـعة	الجامـعة	PROPN
alkej-623	118	10	المستنصریة	المستنصریة	PROPN
alkej-623	118	11	:	:	PUNCT
alkej-623	118	12	الخالصة	الخالصة	PROPN
alkej-623	118	13	باستخدام	باستخدام	PROPN
alkej-623	118	14	المكونات	المكونات	PROPN
alkej-623	118	15	المادیة	المادیة	NOUN
alkej-623	118	16	یكسبھا	یكسبھا	PROPN
alkej-623	118	17	سرعة	سرعة	VERB
alkej-623	118	18	عالیة	عالیة	PROPN
alkej-623	118	19	مقارنھ	مقارنھ	X
alkej-623	118	20	)	)	PUNCT
alkej-623	118	21	anns(ان	anns(ان	VERB
alkej-623	118	22	عملیة	عملیة	NOUN
alkej-623	118	23	بناء	بناء	SCONJ
alkej-623	118	24	الشبكات	الشبكات	PROPN
alkej-623	118	25	العصبیة	العصبیة	NOUN
alkej-623	118	26	الذكیة	الذكیة	NOUN
alkej-623	118	27	ات	ات	ADP
alkej-623	118	28	التي	التي	PROPN
alkej-623	118	29	تنفذ	تنفذ	PROPN
alkej-623	118	30	على	على	PROPN
alkej-623	118	31	معالج	معالج	VERB
alkej-623	118	32	احادي	احادي	VERB
alkej-623	118	33	مایكروي	مایكروي	NOUN
alkej-623	118	34	و	و	PRON
alkej-623	118	35	ذلك	ذلك	NOUN
alkej-623	118	36	بسبب	بسبب	PROPN
alkej-623	118	37	كون	كون	PROPN
alkej-623	118	38	البناء	البناء	PROPN
alkej-623	118	39	باستخدام	باستخدام	PROPN
alkej-623	118	40	المكونات	المكونات	PROPN
alkej-623	118	41	المادیة	المادیة	NOUN
alkej-623	118	42	یعتمد	یعتمد	VERB
alkej-623	118	43	على	على	NOUN
alkej-623	118	44	المعالجة	المعالجة	NOUN
alkej-623	118	45	بالبرامجی	بالبرامجی	NOUN
alkej-623	118	46	و	و	X
alkej-623	118	47	)	)	PUNCT
alkej-623	118	48	fpga(ان	fpga(ان	PROPN
alkej-623	118	49	واحدة	واحدة	PROPN
alkej-623	118	50	من	من	DET
alkej-623	118	51	احدث	احدث	PROPN
alkej-623	118	52	طرق	طرق	PROPN
alkej-623	118	53	البناء	البناء	PROPN
alkej-623	118	54	المادي	المادي	NOUN
alkej-623	118	55	المستخدمھ	المستخدمھ	VERB
alkej-623	118	56	ھي	ھي	PUNCT
alkej-623	118	57	مصفوفة	مصفوفة	PROPN
alkej-623	118	58	البوابات	البوابات	X
alkej-623	118	59	الواسعة	الواسعة	PROPN
alkej-623	118	60	القابلة	القابلة	PROPN
alkej-623	118	61	للبرمجة	للبرمجة	PROPN
alkej-623	118	62	.	.	PUNCT
alkej-623	119	1	المتوازیة	المتوازیة	PROPN
alkej-623	119	2	محددات	محددات	PROPN
alkej-623	119	3	البناء	البناء	PROPN
alkej-623	119	4	باستخدام	باستخدام	PROPN
alkej-623	119	5	المكونات	المكونات	ADJ
alkej-623	119	6	المادیة	المادیة	NOUN
alkej-623	119	7	ھي	ھي	X
alkej-623	119	8	كون	كون	PROPN
alkej-623	119	9	ناقل	ناقل	VERB
alkej-623	119	10	البیانات	البیانات	PROPN
alkej-623	119	11	محدد	محدد	PROPN
alkej-623	119	12	بسعة	بسعة	VERB
alkej-623	119	13	ان	ان	ADP
alkej-623	119	14	من	من	INTJ
alkej-623	119	15	.	.	PUNCT
alkej-623	120	1	التي	التي	PROPN
alkej-623	120	2	تتمیز	تتمیز	PROPN
alkej-623	120	3	بالمرونة	بالمرونة	PROPN
alkej-623	120	4	و	و	PRON
alkej-623	120	5	السرعة	السرعة	ADJ
alkej-623	120	6	العالیة	العالیة	VERB
alkej-623	120	7	سیقوم	سیقوم	ADJ
alkej-623	120	8	ھذا	ھذا	NOUN
alkej-623	120	9	البحث	البحث	VERB
alkej-623	120	10	باشتقاق	باشتقاق	VERB
alkej-623	120	11	المعادالت	المعادالت	PROPN
alkej-623	120	12	التي	التي	PROPN
alkej-623	120	13	تمثل	تمثل	PROPN
alkej-623	120	14	نسبة	نسبة	NOUN
alkej-623	120	15	.	.	PUNCT
alkej-623	121	1	اضافة	اضافة	PROPN
alkej-623	121	2	نسبة	نسبة	PROPN
alkej-623	121	3	خطاء	خطاء	PROPN
alkej-623	121	4	الى	الى	PROPN
alkej-623	121	5	النتائج	النتائج	PROPN
alkej-623	121	6	النھائیة	النھائیة	PROPN
alkej-623	121	7	معینة	معینة	PROPN
alkej-623	121	8	ثابتھ	ثابتھ	VERB
alkej-623	121	9	و	و	PRON
alkej-623	121	10	ھذا	ھذا	NOUN
alkej-623	121	11	التقیید	التقیید	ADV
alkej-623	121	12	یسبب	یسبب	VERB
alkej-623	121	13	قلیلة	قلیلة	PROPN
alkej-623	121	14	للحصول	للحصول	X
alkej-623	121	15	على	على	PROPN
alkej-623	121	16	نسبة	نسبة	NOUN
alkej-623	121	17	خطاء	خطاء	VERB
alkej-623	122	1	قلیلة	قلیلة	PROPN
alkej-623	122	2	مع	مع	ADP
alkej-623	122	3	كلفة	كلفة	PROPN
alkej-623	122	4	غیر	غیر	PROPN
alkej-623	122	5	الخطاء	الخطاء	NOUN
alkej-623	123	1	االضافي	االضافي	VERB
alkej-623	123	2	و	و	PRON
alkej-623	123	3	تقترح	تقترح	PROPN
alkej-623	123	4	طریقة	طریقة	PROPN
alkej-623	123	5	مناسبھ	مناسبھ	PROPN
alkej-623	123	6	لتقلیل	لتقلیل	ADJ
alkej-623	123	7	ھذا	ھذا	NOUN
alkej-623	123	8	الخطاء	الخطاء	VERB
alkej-623	123	9	و	و	PRON
alkej-623	123	10	بزیادة	بزیادة	VERB
alkej-623	123	11	كلفة	كلفة	NOUN
alkej-623	123	12	.	.	PUNCT
alkej-623	124	1	عالیة	عالیة	PROPN
alkej-623	124	2	this	this	DET
alkej-623	124	3	page	page	NOUN
alkej-623	124	4	was	be	AUX
alkej-623	124	5	created	create	VERB
alkej-623	124	6	using	use	VERB
alkej-623	124	7	nitro	nitro	NOUN
alkej-623	124	8	pdf	pdf	NOUN
alkej-623	124	9	trial	trial	NOUN
alkej-623	124	10	software	software	NOUN
alkej-623	124	11	.	.	PUNCT
alkej-623	125	1	to	to	PART
alkej-623	125	2	purchase	purchase	VERB
alkej-623	125	3	,	,	PUNCT
alkej-623	125	4	go	go	VERB
alkej-623	125	5	to	to	ADP
alkej-623	125	6	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN
alkej-623	125	7	http://www.nitropdf.com/	http://www.nitropdf.com/	NOUN