{"id":"https://openalex.org/W2164080799","doi":"https://doi.org/10.1109/fpl.2005.1515704","title":"An efficient and scalable architecture for neural networks with backpropagation learning","display_name":"An efficient and scalable architecture for neural networks with backpropagation learning","publication_year":2005,"publication_date":"2005-10-12","ids":{"openalex":"https://openalex.org/W2164080799","doi":"https://doi.org/10.1109/fpl.2005.1515704","mag":"2164080799"},"language":"en","primary_location":{"id":"doi:10.1109/fpl.2005.1515704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fpl.2005.1515704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Field Programmable Logic and Applications, 2005.","raw_type":"proceedings-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/A5037052572","display_name":"P.O. Domingos","orcid":null},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"P.O. Domingos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, IST/INESC, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, IST/INESC, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061404776","display_name":"Fernando M. Silva","orcid":"https://orcid.org/0000-0001-9959-3798"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"F.M. Silva","raw_affiliation_strings":["Department of Electrical and Computer Engineering, IST/INESC, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, IST/INESC, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062555847","display_name":"Hor\u00e1cio C. Neto","orcid":"https://orcid.org/0000-0002-3621-8322"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"H.C. Neto","raw_affiliation_strings":["Department of Electrical and Computer Engineering, IST/INESC, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, IST/INESC, Portugal","institution_ids":["https://openalex.org/I121345201"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037052572"],"corresponding_institution_ids":["https://openalex.org/I121345201"],"apc_list":null,"apc_paid":null,"fwci":1.3162,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85299157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9815000295639038,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9781000018119812,"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/computer-science","display_name":"Computer science","score":0.8031038045883179},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.800295352935791},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.7413292527198792},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6677889823913574},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6089686155319214},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6010688543319702},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5279970169067383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4542478024959564},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44024458527565},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4164385497570038},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3476126194000244},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3453443646430969},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10986065864562988}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8031038045883179},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.800295352935791},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7413292527198792},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6677889823913574},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6089686155319214},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6010688543319702},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5279970169067383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4542478024959564},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44024458527565},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4164385497570038},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3476126194000244},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3453443646430969},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10986065864562988},{"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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fpl.2005.1515704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fpl.2005.1515704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Field Programmable Logic and Applications, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1495616008","https://openalex.org/W1525050871","https://openalex.org/W1839992600","https://openalex.org/W2004107034","https://openalex.org/W2121267561","https://openalex.org/W4249234386"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W2810569973","https://openalex.org/W2128396103","https://openalex.org/W4366984740","https://openalex.org/W4367299891"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,32,65,74,77,94,100,112],"implementation,":[4],"in":[5],"reconfigurable":[6],"hardware,":[7],"of":[8,43,61,76,119,122],"an":[9],"artificial":[10,28],"neural":[11],"network":[12,91],"(ANN)":[13],"system":[14],"architecture":[15,57,81,114],"which":[16,36],"features":[17],"online":[18],"supervised":[19],"learning":[20,78],"capabilities":[21],"and":[22,51,53,67,85],"resource":[23],"virtualization.":[24,107],"Neural":[25],"networks":[26],"are":[27,103],"systems":[29],"inspired":[30],"by":[31,105],"brain's":[33],"cognitive":[34],"behavior,":[35],"can":[37],"learn":[38],"tasks":[39],"with":[40,89,93],"some":[41],"degree":[42],"complexity,":[44],"such":[45],"as,":[46],"optimization":[47],"problems,":[48],"data":[49],"mining":[50],"text":[52],"speech":[54],"recognition.":[55],"The":[56,80,108],"proposed":[58,113],"takes":[59],"advantage":[60],"distinct":[62],"datapaths":[63],"for":[64],"forward":[66],"backward":[68],"propagation":[69],"stages":[70],"to":[71,87,116,125],"significantly":[72],"improve":[73],"performance":[75],"phase.":[79],"is":[82],"easily":[83],"scalable":[84],"able":[86],"cope":[88],"several":[90],"sizes":[92],"same":[95],"hardware.":[96],"Networks":[97],"larger":[98],"than":[99],"available":[101],"resources":[102],"handled":[104],"hardware":[106],"results":[109],"show":[110],"that":[111],"leads":[115],"speed":[117],"ups":[118],"one":[120],"order":[121],"magnitude":[123],"comparing":[124],"high-end":[126],"software":[127],"solutions.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
