{"id":"https://openalex.org/W2802994863","doi":"https://doi.org/10.1016/j.bica.2018.04.009","title":"Rate-coded DBN: An online strategy for spike-based deep belief networks","display_name":"Rate-coded DBN: An online strategy for spike-based deep belief networks","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2802994863","doi":"https://doi.org/10.1016/j.bica.2018.04.009","mag":"2802994863"},"language":"en","primary_location":{"id":"doi:10.1016/j.bica.2018.04.009","doi":"https://doi.org/10.1016/j.bica.2018.04.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bica.2018.04.009","pdf_url":null,"source":{"id":"https://openalex.org/S4210167674","display_name":"Biologically Inspired Cognitive Architectures","issn_l":"2212-683X","issn":["2212-683X","2212-6848"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biologically Inspired Cognitive Architectures","raw_type":"journal-article"},"volume":null,"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/A5059853853","display_name":"Mazdak Fatahi","orcid":"https://orcid.org/0000-0001-5881-3555","observed_orcids":["https://orcid.org/0000-0001-5881-3555"]},"institutions":[{"id":"https://openalex.org/I1187138","display_name":"Razi University","ror":"https://ror.org/02ynb0474","country_code":"IR","type":"education","lineage":["https://openalex.org/I1187138"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mazdak Fatahi","raw_affiliation_strings":["Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran","institution_ids":["https://openalex.org/I1187138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070228671","display_name":"Mahyar Shahsavari","orcid":"https://orcid.org/0000-0001-7703-6835","observed_orcids":["https://orcid.org/0000-0001-7703-6835"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mahyar Shahsavari","raw_affiliation_strings":["Sogeti Netherlands BV, Lange Dreef 17, 4131 NJ Vianen, The Netherlands","Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France"],"raw_orcid":"https://orcid.org/0000-0001-7703-6835","affiliations":[{"raw_affiliation_string":"Sogeti Netherlands BV, Lange Dreef 17, 4131 NJ Vianen, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070747306","display_name":"Mahmood Ahmadi","orcid":"https://orcid.org/0000-0003-4110-6824","observed_orcids":["https://orcid.org/0000-0003-4110-6824"]},"institutions":[{"id":"https://openalex.org/I1187138","display_name":"Razi University","ror":"https://ror.org/02ynb0474","country_code":"IR","type":"education","lineage":["https://openalex.org/I1187138"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahmood Ahmadi","raw_affiliation_strings":["Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran","institution_ids":["https://openalex.org/I1187138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100833525","display_name":"Arash Ahmadi","orcid":"https://orcid.org/0000-0001-5094-5967","observed_orcids":["https://orcid.org/0000-0001-5094-5967"]},"institutions":[{"id":"https://openalex.org/I1187138","display_name":"Razi University","ror":"https://ror.org/02ynb0474","country_code":"IR","type":"education","lineage":["https://openalex.org/I1187138"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Arash Ahmadi","raw_affiliation_strings":["Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Electrical Engineering Department, Razi University, Kermanshah, Iran","institution_ids":["https://openalex.org/I1187138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036031074","display_name":"Pierre Boulet","orcid":"https://orcid.org/0000-0002-0373-4478","observed_orcids":["https://orcid.org/0000-0002-0373-4478"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Boulet","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France"],"raw_orcid":"https://orcid.org/0000-0002-0373-4478","affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034224702","display_name":"Philippe Devienne","orcid":"https://orcid.org/0000-0002-7023-1088","observed_orcids":["https://orcid.org/0000-0002-7023-1088"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"Centrale Lille Institut","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Devienne","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France"],"raw_orcid":"https://orcid.org/0000-0002-7023-1088","affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 \u2013 CRIStAL \u2013 Centre de Recherche en Informatique Signal et Automatique de Lille, F-59000 Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070228671"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"],"apc_list":{"value":2400,"currency":"USD","value_usd":2400},"apc_paid":null,"fwci":0.8612,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71192285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":null,"first_page":"59","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9624000191688538,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9624000191688538,"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/T10320","display_name":"Neural Networks and Applications","score":0.01679999940097332,"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/T10581","display_name":"Neural dynamics and brain function","score":0.00989999994635582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spiking-neural-networks","display_name":"spiking neural networks","score":0.8769999742507935},{"id":"https://openalex.org/keywords/contrastive-divergence","display_name":"contrastive divergence","score":0.7929999828338623},{"id":"https://openalex.org/keywords/leaky-integrate-and-fire-neurons","display_name":"leaky integrate-and-fire neurons","score":0.9580000042915344},{"id":"https://openalex.org/keywords/memory-bottleneck","display_name":"memory bottleneck","score":0.6650000214576721},{"id":"https://openalex.org/keywords/mnist-handwritten-digit-recognition","display_name":"MNIST handwritten digit recognition","score":0.7559999823570251},{"id":"https://openalex.org/keywords/learning-rate-optimization","display_name":"learning rate optimization","score":0.7089999914169312},{"id":"https://openalex.org/keywords/hardware-implementation","display_name":"hardware implementation","score":0.4230000078678131}],"concepts":[{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.7206327319145203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6175286173820496},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.6172049045562744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5504940748214722},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3423866331577301},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.bica.2018.04.009","doi":"https://doi.org/10.1016/j.bica.2018.04.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bica.2018.04.009","pdf_url":null,"source":{"id":"https://openalex.org/S4210167674","display_name":"Biologically Inspired Cognitive Architectures","issn_l":"2212-683X","issn":["2212-683X","2212-6848"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-40"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biologically Inspired Cognitive Architectures","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01808815v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-01808815","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Biologically Inspired Cognitive Architectures, 2018, 24, pp.59 - 69. ⟨10.1016/j.bica.2018.04.009⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W345956458","https://openalex.org/W1481655516","https://openalex.org/W1484977481","https://openalex.org/W1492899839","https://openalex.org/W1506806321","https://openalex.org/W1547224907","https://openalex.org/W1576278180","https://openalex.org/W1596212362","https://openalex.org/W1599215781","https://openalex.org/W1603152151","https://openalex.org/W1806891645","https://openalex.org/W1964288235","https://openalex.org/W1982580897","https://openalex.org/W2002700944","https://openalex.org/W2008008156","https://openalex.org/W2010228425","https://openalex.org/W2018168021","https://openalex.org/W2019306960","https://openalex.org/W2032832574","https://openalex.org/W2045614943","https://openalex.org/W2051137788","https://openalex.org/W2072128103","https://openalex.org/W2092462444","https://openalex.org/W2096473662","https://openalex.org/W2102017903","https://openalex.org/W2116064496","https://openalex.org/W2121821841","https://openalex.org/W2136922672","https://openalex.org/W2138913040","https://openalex.org/W2156259017","https://openalex.org/W2156640153","https://openalex.org/W2157239334","https://openalex.org/W2200708944","https://openalex.org/W2291425271","https://openalex.org/W2483550645","https://openalex.org/W2519887174","https://openalex.org/W2536717558","https://openalex.org/W2571808120","https://openalex.org/W2603089173","https://openalex.org/W2725061391","https://openalex.org/W2764167922","https://openalex.org/W2767512554","https://openalex.org/W4206174637","https://openalex.org/W4231109964","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2977501091","https://openalex.org/W1645800954","https://openalex.org/W2485907003","https://openalex.org/W1666962919","https://openalex.org/W3039829398","https://openalex.org/W1596035946","https://openalex.org/W2963060719","https://openalex.org/W2795627216","https://openalex.org/W3196571547","https://openalex.org/W3095813912"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2018-05-17T00:00:00"}