{"id":"https://openalex.org/W2097056220","doi":"https://doi.org/10.1109/apccas.2010.5774961","title":"A hybrid architecture for efficient FPGA-based implementation of multilayer neural network","display_name":"A hybrid architecture for efficient FPGA-based implementation of multilayer neural network","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2097056220","doi":"https://doi.org/10.1109/apccas.2010.5774961","mag":"2097056220"},"language":"en","primary_location":{"id":"doi:10.1109/apccas.2010.5774961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apccas.2010.5774961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Asia Pacific Conference on Circuits and Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5002035343","display_name":"Zhen Lin","orcid":"https://orcid.org/0000-0002-7131-0159"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhen Lin","raw_affiliation_strings":["Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194","https://openalex.org/I17056963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100303810","display_name":"Yiping Dong","orcid":"https://orcid.org/0000-0002-8334-3062"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yiping Dong","raw_affiliation_strings":["Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194","https://openalex.org/I17056963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443879","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-4694-4926"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194","https://openalex.org/I17056963"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101911738","display_name":"Takahiro Watanabe","orcid":"https://orcid.org/0000-0002-5742-5232"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Watanabe","raw_affiliation_strings":["Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and System, Waseda University, Kitakyushu-shi, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194","https://openalex.org/I17056963"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"616","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9832000136375427,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.8448668718338013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7419830560684204},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6417669057846069},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6340909004211426},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6199286580085754},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6023347973823547},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5848418474197388},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5269226431846619},{"id":"https://openalex.org/keywords/schematic","display_name":"Schematic","score":0.5070624351501465},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.45736557245254517},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.4545402526855469},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3593015968799591},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20227879285812378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17968541383743286},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.1649591028690338},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15895140171051025},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08540531992912292},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06890439987182617}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.8448668718338013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419830560684204},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6417669057846069},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6340909004211426},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6199286580085754},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6023347973823547},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5848418474197388},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5269226431846619},{"id":"https://openalex.org/C192328126","wikidata":"https://www.wikidata.org/wiki/Q4514647","display_name":"Schematic","level":2,"score":0.5070624351501465},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.45736557245254517},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.4545402526855469},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3593015968799591},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20227879285812378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17968541383743286},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1649591028690338},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15895140171051025},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08540531992912292},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06890439987182617},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apccas.2010.5774961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apccas.2010.5774961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Asia Pacific Conference on Circuits and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1524093576","https://openalex.org/W1984543798","https://openalex.org/W2055260126","https://openalex.org/W2068469823","https://openalex.org/W2097582480","https://openalex.org/W2119871004","https://openalex.org/W2121267561","https://openalex.org/W2133299437","https://openalex.org/W2149978162","https://openalex.org/W7028644362"],"related_works":["https://openalex.org/W3154683910","https://openalex.org/W1846734616","https://openalex.org/W3134543635","https://openalex.org/W2359532622","https://openalex.org/W2921318524","https://openalex.org/W2377571686","https://openalex.org/W4380988671","https://openalex.org/W1925657225","https://openalex.org/W2000469917","https://openalex.org/W2258948885"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,46,57,106],"novel":[4],"architecture":[5,21,65,82,103],"for":[6],"the":[7,17,30,37,41,70,81,85,101],"FPGA-based":[8],"implementation":[9],"of":[10,32],"multilayer":[11],"neural":[12,88],"network":[13,89,97],"(NN),":[14],"which":[15],"integrates":[16],"layer-multiplexing":[18],"and":[19,35,73],"pipeline":[20],"together.":[22],"The":[23,91],"proposed":[24,102],"method":[25,59],"is":[26],"aimed":[27],"at":[28,40],"enhancing":[29],"efficiency":[31],"resource":[33],"usage":[34],"improving":[36],"forward":[38],"speed":[39],"module":[42],"level,":[43],"so":[44],"that":[45,100],"larger":[47],"NN":[48,61],"can":[49,104],"be":[50],"implemented":[51],"on":[52],"commercial":[53],"FPGAs.":[54],"We":[55],"developed":[56,75],"mapping":[58],"from":[60],"schematic":[62],"to":[63,78],"physical":[64],"in":[66],"FPGA":[67],"by":[68,83],"using":[69],"hybrid":[71],"architecture,":[72],"also":[74],"an":[76],"algorithm":[77],"automatically":[79],"determine":[80],"optimizing":[84],"application":[86],"specific":[87],"topology.":[90],"experimental":[92],"results":[93],"with":[94,110,114],"several":[95],"different":[96],"topologies":[98],"show":[99],"produce":[105],"very":[107],"compact":[108],"circuit":[109],"higher":[111],"speed,":[112],"compared":[113],"conventional":[115],"methods.":[116]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
