{"id":"https://openalex.org/W2095112577","doi":"https://doi.org/10.1109/jetcas.2011.2178733","title":"High-Performance and Scalable System Architecture for the Real-Time Estimation of Generalized Laguerre-Volterra MIMO Model From Neural Population Spiking Activity","display_name":"High-Performance and Scalable System Architecture for the Real-Time Estimation of Generalized Laguerre-Volterra MIMO Model From Neural Population Spiking Activity","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2095112577","doi":"https://doi.org/10.1109/jetcas.2011.2178733","mag":"2095112577"},"language":"en","primary_location":{"id":"doi:10.1109/jetcas.2011.2178733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2011.2178733","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050861972","display_name":"Xiangyu Li","orcid":"https://orcid.org/0000-0001-5116-656X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Will X. Y. Li","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","Department of Electronic Engineering, City University of Hong Kong,,China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong,,China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010836514","display_name":"Rosa H. M. Chan","orcid":"https://orcid.org/0000-0003-4808-2490"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Rosa H. M. Chan","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","Department of Electronic Engineering, City University of Hong Kong,,China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong,,China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602570","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0001-9062-9854"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","Department of Electronic Engineering, City University of Hong Kong,,China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong,,China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077847474","display_name":"Ray C. C. Cheung","orcid":"https://orcid.org/0000-0002-6764-0729"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ray C. C. Cheung","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","Department of Electronic Engineering, City University of Hong Kong,,China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong,,China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070732235","display_name":"Dong Song","orcid":"https://orcid.org/0000-0002-6179-1120"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Song","raw_affiliation_strings":["Department of Biomedical Engineering, Center for Neural Engineering, Los Angeles, CA, USA","Center for Neural Engineering, Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Center for Neural Engineering, Los Angeles, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Center for Neural Engineering, Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111911478","display_name":"Theodore W. Berger","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodore W. Berger","raw_affiliation_strings":["Department of Biomedical Engineering, Center for Neural Engineering, Los Angeles, CA, USA","Center for Neural Engineering, Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Center for Neural Engineering, Los Angeles, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Center for Neural Engineering, Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050861972"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":1.3738,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79767044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1","issue":"4","first_page":"489","last_page":"501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12236","display_name":"Photoreceptor and optogenetics research","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7161139249801636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5667253732681274},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5611608028411865},{"id":"https://openalex.org/keywords/gate-array","display_name":"Gate array","score":0.550133228302002},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.46625980734825134},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4624384343624115},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4616687595844269},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.44880324602127075},{"id":"https://openalex.org/keywords/vhdl","display_name":"VHDL","score":0.4387325942516327},{"id":"https://openalex.org/keywords/hardware-description-language","display_name":"Hardware description language","score":0.41261982917785645},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.38763192296028137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36569780111312866},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.350178062915802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2761027216911316},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.19683176279067993}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7161139249801636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667253732681274},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5611608028411865},{"id":"https://openalex.org/C114237110","wikidata":"https://www.wikidata.org/wiki/Q114901","display_name":"Gate array","level":3,"score":0.550133228302002},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.46625980734825134},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4624384343624115},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4616687595844269},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.44880324602127075},{"id":"https://openalex.org/C36941000","wikidata":"https://www.wikidata.org/wiki/Q209455","display_name":"VHDL","level":3,"score":0.4387325942516327},{"id":"https://openalex.org/C42143788","wikidata":"https://www.wikidata.org/wiki/Q173341","display_name":"Hardware description language","level":3,"score":0.41261982917785645},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.38763192296028137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36569780111312866},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.350178062915802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2761027216911316},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.19683176279067993},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jetcas.2011.2178733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2011.2178733","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W345956458","https://openalex.org/W1482184480","https://openalex.org/W1489568789","https://openalex.org/W1974914532","https://openalex.org/W1978764739","https://openalex.org/W1979275115","https://openalex.org/W1983240220","https://openalex.org/W1994404079","https://openalex.org/W2002501563","https://openalex.org/W2004473785","https://openalex.org/W2011577307","https://openalex.org/W2056870371","https://openalex.org/W2069224171","https://openalex.org/W2087207327","https://openalex.org/W2089623021","https://openalex.org/W2098229554","https://openalex.org/W2106623112","https://openalex.org/W2108499489","https://openalex.org/W2116531552","https://openalex.org/W2119397841","https://openalex.org/W2125285136","https://openalex.org/W2126927871","https://openalex.org/W2128062911","https://openalex.org/W2132633166","https://openalex.org/W2134892157","https://openalex.org/W2135883322","https://openalex.org/W2138669011","https://openalex.org/W2147512414","https://openalex.org/W2153554202","https://openalex.org/W2153829227","https://openalex.org/W2154953757","https://openalex.org/W2155962789","https://openalex.org/W2160587715","https://openalex.org/W2160988512","https://openalex.org/W2163306439","https://openalex.org/W4238614602"],"related_works":["https://openalex.org/W3004362061","https://openalex.org/W2364622490","https://openalex.org/W2383986884","https://openalex.org/W2356141508","https://openalex.org/W4297665406","https://openalex.org/W2749962643","https://openalex.org/W2110818533","https://openalex.org/W2390807153","https://openalex.org/W1917852300","https://openalex.org/W2042515040"],"abstract_inverted_index":{"A":[0,152],"hardware-based":[1],"computational":[2,150],"platform":[3,122,169],"is":[4,17,35,123,138,156],"developed":[5],"to":[6,65,146,173],"model":[7,32,68],"the":[8,22,55,126,149,167],"generalized":[9],"Laguerre\u2013Volterra":[10],"(GLV)":[11],"multiple-input":[12],"multiple-output":[13],"(MIMO)":[14],"system":[15,63],"which":[16],"essential":[18],"in":[19,51],"identification":[20],"of":[21,42,54,81,115,128,131,166,176],"time-varying":[23],"neural":[24,160,177],"dynamics":[25,178],"underlying":[26],"spike":[27],"activities.":[28],"Time":[29],"cost":[30],"for":[31,158],"parameters":[33],"estimation":[34],"greatly":[36],"reduced":[37],"by":[38],"a":[39,66,82,86,95,99,111,116,143],"significant":[40],"enhancement":[41],"3.1":[43],"<formula":[44],"formulatype=\"inline\"":[45],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[46],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex":[47],"Notation=\"TeX\">$\\,\\times":[48],"10^{3}~{\\rm":[49],"x}$</tex></formula>":[50],"data":[52],"throughput":[53],"Xilinx":[56],"XC6VSX475T":[57],"field":[58],"programmable":[59],"gate":[60],"array":[61],"(FPGA)-based":[62],"compared":[64],"C":[67],"running":[69],"on":[70],"an":[71,105],"Intel":[72],"i7\u2013860":[73],"Quad":[74],"Core":[75],"processor.":[76],"The":[77,120,164],"processing":[78,132],"core":[79],"consists":[80],"first":[83],"stage":[84,97,113],"containing":[85,98],"vector":[87],"convolution":[88],"and":[89,92,110,162,170],"MAC":[90],"(multiply":[91],"accumulation)":[93],"component;":[94,109],"second":[96],"prethreshold":[100],"potential":[101],"updating":[102],"unit":[103],"with":[104,125],"error":[106],"approximation":[107],"function":[108],"third":[112],"consisting":[114],"gradient":[117],"calculation":[118],"unit.":[119],"hardware":[121,153],"scalable":[124],"utilization":[127],"different":[129],"number":[130],"units":[133],"within":[134],"each":[135],"stage.":[136],"It":[137],"also":[139],"easily":[140],"extendable":[141],"into":[142],"multi-FPGA":[144],"structure":[145],"further":[147],"enhance":[148],"capability.":[151],"IP":[154],"library":[155],"proposed":[157],"versatile":[159],"models":[161],"applications.":[163],"implementation":[165],"self-reconfiguring":[168],"its":[171],"applications":[172],"future":[174],"research":[175],"are":[179],"explored.":[180]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
