{"id":"https://openalex.org/W2046404756","doi":"https://doi.org/10.1145/2629503","title":"On-Chip Universal Supervised Learning Methods for Neuro-Inspired Block of Memristive Nanodevices","display_name":"On-Chip Universal Supervised Learning Methods for Neuro-Inspired Block of Memristive Nanodevices","publication_year":2015,"publication_date":"2015-04-27","ids":{"openalex":"https://openalex.org/W2046404756","doi":"https://doi.org/10.1145/2629503","mag":"2046404756"},"language":"en","primary_location":{"id":"doi:10.1145/2629503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2629503","pdf_url":null,"source":{"id":"https://openalex.org/S96198239","display_name":"ACM Journal on Emerging Technologies in Computing Systems","issn_l":"1550-4832","issn":["1550-4832","1550-4840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Journal on Emerging Technologies in Computing 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/A5055552607","display_name":"Djaafar Chabi","orcid":null},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djaafar Chabi","raw_affiliation_strings":["IEF, Univ. Paris-Sud, CNRS, Orsay, France","[IEF, Univ. Paris Sud, CNRS, Orsay, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEF, Univ. Paris-Sud, CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"[IEF, Univ. Paris Sud, CNRS, Orsay, France]","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066473925","display_name":"Weisheng Zhao","orcid":"https://orcid.org/0000-0001-8088-0404"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Weisheng Zhao","raw_affiliation_strings":["IEF, Univ. Paris-Sud, CNRS, Orsay, France","[IEF, Univ. Paris Sud, CNRS, Orsay, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEF, Univ. Paris-Sud, CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"[IEF, Univ. Paris Sud, CNRS, Orsay, France]","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063819347","display_name":"Damien Querlioz","orcid":"https://orcid.org/0000-0002-0295-1008"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Querlioz","raw_affiliation_strings":["IEF, Univ. Paris-Sud, CNRS, Orsay, France","[IEF, Univ. Paris Sud, CNRS, Orsay, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEF, Univ. Paris-Sud, CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"[IEF, Univ. Paris Sud, CNRS, Orsay, France]","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102978184","display_name":"Jacques\u2010Olivier Klein","orcid":"https://orcid.org/0000-0002-6923-5276"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques-Olivier Klein","raw_affiliation_strings":["IEF, Univ. Paris-Sud, CNRS, Orsay, France","[IEF, Univ. Paris Sud, CNRS, Orsay, France]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEF, Univ. Paris-Sud, CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"[IEF, Univ. Paris Sud, CNRS, Orsay, France]","institution_ids":["https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9436,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87423565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"4","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":1.0,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9983000159263611,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.7958143949508667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.668555498123169},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6266667246818542},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5706862807273865},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5346521139144897},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.482428640127182},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.4739304184913635},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.45218390226364136},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.43084949254989624},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.42106541991233826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3399827778339386},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3372820019721985},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.31722402572631836},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.20797210931777954},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17580142617225647},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0802927315235138}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7958143949508667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.668555498123169},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6266667246818542},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5706862807273865},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5346521139144897},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.482428640127182},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.4739304184913635},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.45218390226364136},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.43084949254989624},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.42106541991233826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3399827778339386},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3372820019721985},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31722402572631836},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.20797210931777954},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17580142617225647},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0802927315235138},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2629503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2629503","pdf_url":null,"source":{"id":"https://openalex.org/S96198239","display_name":"ACM Journal on Emerging Technologies in Computing Systems","issn_l":"1550-4832","issn":["1550-4832","1550-4840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Journal on Emerging Technologies in Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.800000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W134499578","https://openalex.org/W170869598","https://openalex.org/W1535810436","https://openalex.org/W1964529921","https://openalex.org/W1965770653","https://openalex.org/W1967628726","https://openalex.org/W1985555064","https://openalex.org/W1985787760","https://openalex.org/W1989382125","https://openalex.org/W1996466120","https://openalex.org/W1997078229","https://openalex.org/W1998125751","https://openalex.org/W2000979663","https://openalex.org/W2001992992","https://openalex.org/W2012262958","https://openalex.org/W2015088745","https://openalex.org/W2016922062","https://openalex.org/W2017265403","https://openalex.org/W2025467801","https://openalex.org/W2025674646","https://openalex.org/W2031176269","https://openalex.org/W2035054741","https://openalex.org/W2041301644","https://openalex.org/W2045009304","https://openalex.org/W2052537456","https://openalex.org/W2062074587","https://openalex.org/W2062244941","https://openalex.org/W2064632620","https://openalex.org/W2064756415","https://openalex.org/W2064814573","https://openalex.org/W2065835551","https://openalex.org/W2069006114","https://openalex.org/W2080391538","https://openalex.org/W2081390428","https://openalex.org/W2087307768","https://openalex.org/W2087364765","https://openalex.org/W2088849133","https://openalex.org/W2091499277","https://openalex.org/W2101834447","https://openalex.org/W2102227134","https://openalex.org/W2106249357","https://openalex.org/W2107012212","https://openalex.org/W2112181056","https://openalex.org/W2116801323","https://openalex.org/W2118968555","https://openalex.org/W2119188095","https://openalex.org/W2125061710","https://openalex.org/W2129936377","https://openalex.org/W2130450032","https://openalex.org/W2133886031","https://openalex.org/W2136288682","https://openalex.org/W2137249916","https://openalex.org/W2139911369","https://openalex.org/W2140034255","https://openalex.org/W2142847629","https://openalex.org/W2145942961","https://openalex.org/W2149911748","https://openalex.org/W2154169578","https://openalex.org/W2158150733","https://openalex.org/W2164853001","https://openalex.org/W2231937803","https://openalex.org/W2526885961","https://openalex.org/W2527193322","https://openalex.org/W2914931491","https://openalex.org/W3100500103","https://openalex.org/W4253110186"],"related_works":["https://openalex.org/W1872623660","https://openalex.org/W4292697011","https://openalex.org/W3207218810","https://openalex.org/W3212508523","https://openalex.org/W1995352804","https://openalex.org/W2086672837","https://openalex.org/W2909534142","https://openalex.org/W4367187682","https://openalex.org/W1940420793","https://openalex.org/W3215957123"],"abstract_inverted_index":{"Scaling":[0],"down":[1],"beyond":[2],"CMOS":[3],"transistors":[4],"requires":[5,124],"the":[6,50,99,117],"combination":[7],"of":[8,52,70,73,90,113,119,127],"new":[9],"computing":[10,28],"paradigms":[11],"and":[12,25,63,93,116,129],"novel":[13],"devices.":[14],"In":[15,45],"this":[16,36,46,122],"context,":[17],"neuromorphic":[18],"architecture":[19,37,123],"is":[20,68],"developed":[21],"to":[22,38,59,79,97,101],"achieve":[23],"robust":[24],"ultra-low":[26],"power":[27,131],"systems.":[29],"Memristive":[30],"nanodevices":[31,75,92,128],"are":[32,85,95],"often":[33],"associated":[34,78],"with":[35,105],"implement":[39],"efficiently":[40],"synapses":[41,77],"for":[42,87],"ultra-high":[43],"density.":[44],"article,":[47],"we":[48],"investigate":[49],"design":[51],"a":[53,110],"neuro-inspired":[54],"logic":[55,103],"block":[56],"(NLB)":[57],"dedicated":[58],"on-chip":[60],"function":[61],"learning":[62,65,83,120],"propose":[64],"strategy.":[66],"It":[67],"composed":[69],"an":[71],"array":[72],"memristive":[74,91,106],"as":[76],"neuronal":[80],"circuits.":[81],"Supervised":[82],"methods":[84],"proposed":[86],"different":[88],"type":[89],"simulations":[94],"performed":[96],"demonstrate":[98],"ability":[100],"learn":[102],"functions":[104],"nanodevices.":[107],"Benefiting":[108],"from":[109],"compact":[111],"implementation":[112],"neuron":[114],"circuits":[115],"optimization":[118],"process,":[121],"small":[125],"number":[126],"moderate":[130],"consumption.":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
