{"id":"https://openalex.org/W4297619696","doi":"https://doi.org/10.1145/3546790.3546822","title":"On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor","display_name":"On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor","publication_year":2022,"publication_date":"2022-07-27","ids":{"openalex":"https://openalex.org/W4297619696","doi":"https://doi.org/10.1145/3546790.3546822"},"language":"en","primary_location":{"id":"doi:10.1145/3546790.3546822","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546790.3546822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neuromorphic Systems 2022","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03737597","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043633493","display_name":"Madeleine Abernot","orcid":"https://orcid.org/0000-0002-8267-2972"},"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/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Madeleine Abernot","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I4210101743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073295040","display_name":"Thierry Gil","orcid":"https://orcid.org/0000-0003-4811-6777"},"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/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thierry Gil","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I4210101743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022136174","display_name":"Aida Todri\u2010Sanial","orcid":"https://orcid.org/0000-0001-8573-2910"},"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/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aida Todri-Sanial","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I4210101743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2391,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75585217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9994999766349792,"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":0.9966999888420105,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9139633178710938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7808243036270142},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.7262805700302124},{"id":"https://openalex.org/keywords/content-addressable-storage","display_name":"Content-addressable storage","score":0.5875713229179382},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5509242415428162},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5211824774742126},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5065380334854126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4841350018978119},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.4518541395664215},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.44869473576545715},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4442311227321625},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4306009113788605},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35673022270202637}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9139633178710938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808243036270142},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.7262805700302124},{"id":"https://openalex.org/C2778618852","wikidata":"https://www.wikidata.org/wiki/Q1128613","display_name":"Content-addressable storage","level":4,"score":0.5875713229179382},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5509242415428162},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5211824774742126},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5065380334854126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4841350018978119},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.4518541395664215},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.44869473576545715},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4442311227321625},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4306009113788605},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35673022270202637},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3546790.3546822","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546790.3546822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neuromorphic Systems 2022","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:lirmm-03737597v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03737597","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICONS 2022 - International Conference on Neuromorphic Systems, Jul 2022, Knoxville, Tennessee (hybrid), United States. &#x27E8;10.1145/3546790.3546822&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:lirmm-03737597v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03737597","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICONS 2022 - International Conference on Neuromorphic Systems, Jul 2022, Knoxville, Tennessee (hybrid), United States. &#x27E8;10.1145/3546790.3546822&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1632971677","https://openalex.org/W1994257283","https://openalex.org/W1996589480","https://openalex.org/W2111162116","https://openalex.org/W2526524982","https://openalex.org/W3154244870","https://openalex.org/W3154497058","https://openalex.org/W3161228231","https://openalex.org/W3170297516"],"related_works":["https://openalex.org/W3097013448","https://openalex.org/W4321853849","https://openalex.org/W2590565095","https://openalex.org/W2896927215","https://openalex.org/W3180828476","https://openalex.org/W2106485397","https://openalex.org/W1618190107","https://openalex.org/W2530578351","https://openalex.org/W1606298538","https://openalex.org/W2153619469"],"abstract_inverted_index":{"Real-time":[0],"on-chip":[1,64],"learning":[2,49,65,86,109,123,142],"is":[3,137],"an":[4,60],"important":[5],"feature":[6],"for":[7,56,121],"current":[8],"neuromorphic":[9],"computing":[10,20,32],"to":[11,62,112,131,139],"enable":[12],"smart":[13],"embedded":[14],"systems":[15],"capable":[16],"of":[17,29,79,91],"learning.":[18],"Neuromorphic":[19],"based":[21],"on":[22,87,99],"Oscillatory":[23],"Neural":[24],"Networks":[25],"(ONNs)":[26],"are":[27],"networks":[28],"coupled":[30],"oscillators":[31],"with":[33,37,47,66,76,104],"phase":[34],"information.":[35],"ONNs":[36],"fully-connected":[38],"connections":[39],"can":[40],"perform":[41,63,85],"auto-associative":[42],"memory":[43],"applications":[44],"when":[45],"trained":[46,103],"unsupervised":[48],"rules.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,84],"propose":[55],"the":[57,73,88,92,140],"first":[58],"time":[59],"architecture":[61],"a":[67,80,100,117],"digitally":[68],"implemented":[69],"ONN.":[70],"We":[71,95,115],"implement":[72],"digital":[74],"ONN":[75,102],"programmable":[77],"logic":[78],"ZYNQ":[81],"processor":[82],"and":[83,125],"processing":[89],"system":[90],"same":[93],"chip.":[94],"validate":[96],"our":[97],"solution":[98],"15-neuron":[101],"either":[105],"Hebbian":[106],"or":[107],"Storkey":[108],"rules":[110,124],"up":[111],"three":[113],"patterns.":[114],"report":[116],"stable":[118],"resource":[119],"utilization":[120],"both":[122],"timing":[126],"from":[127],"119":[128],"\u03bcs":[129,133],"(Hebbian)":[130],"163":[132],"(Storkey).":[134],"Additionally,":[135],"accuracy":[136],"equal":[138],"off-chip":[141],"implementation.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
