{"id":"https://openalex.org/W2140034255","doi":"https://doi.org/10.1109/nanoarch.2011.5941497","title":"Learning with memristive devices: How should we model their behavior?","display_name":"Learning with memristive devices: How should we model their behavior?","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2140034255","doi":"https://doi.org/10.1109/nanoarch.2011.5941497","mag":"2140034255"},"language":"en","primary_location":{"id":"doi:10.1109/nanoarch.2011.5941497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nanoarch.2011.5941497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE/ACM International Symposium on Nanoscale Architectures","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01827056/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Damien Querlioz","raw_affiliation_strings":["Institut d'Electronique Fondamentale, CNRS, University Paris Sud, Orsay, France","Institut d'Electronique Fondamentale, Univ Paris Sud - CNRS, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut d'Electronique Fondamentale, CNRS, University Paris Sud, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut d'Electronique Fondamentale, Univ Paris Sud - CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030326081","display_name":"Philippe Dollfus","orcid":"https://orcid.org/0000-0002-4613-7147"},"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/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Dollfus","raw_affiliation_strings":["Institut d'Electronique Fondamentale, CNRS, University Paris Sud, Orsay, France","Institut d'Electronique Fondamentale, Univ Paris Sud - CNRS, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut d'Electronique Fondamentale, CNRS, University Paris Sud, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut d'Electronique Fondamentale, Univ Paris Sud - CNRS, Orsay, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076632990","display_name":"Olivier Bichler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Bichler","raw_affiliation_strings":["Embedded Computers Laboratory, CEA/List, Gif-Sur-Yvette, France","CEA, LIST, Embedded Computers Laboratory, Gif-Sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Computers Laboratory, CEA/List, Gif-Sur-Yvette, France","institution_ids":["https://openalex.org/I4210085861","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"CEA, LIST, Embedded Computers Laboratory, Gif-Sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076508187","display_name":"Christian Gamrat","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Gamrat","raw_affiliation_strings":["Embedded Computers Laboratory, CEA/List, Gif-Sur-Yvette, France","CEA, LIST, Embedded Computers Laboratory, Gif-Sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Computers Laboratory, CEA/List, Gif-Sur-Yvette, France","institution_ids":["https://openalex.org/I4210085861","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"CEA, LIST, Embedded Computers Laboratory, Gif-Sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063819347"],"corresponding_institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590"],"apc_list":null,"apc_paid":null,"fwci":3.5131,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.93184074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"156"},"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/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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9957000017166138,"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/memristor","display_name":"Memristor","score":0.8857603669166565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6877135038375854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.630233645439148},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4695133864879608},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.43427807092666626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3661848306655884},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3168048560619354},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15759310126304626}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8857603669166565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877135038375854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.630233645439148},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4695133864879608},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.43427807092666626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3661848306655884},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3168048560619354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15759310126304626},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/nanoarch.2011.5941497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nanoarch.2011.5941497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE/ACM International Symposium on Nanoscale Architectures","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01827056v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01827056","pdf_url":"https://hal.science/hal-01827056/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2011 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jun 2011, San Diego, United States. &#x27E8;10.1109/NANOARCH.2011.5941497&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01827056v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01827056","pdf_url":"https://hal.science/hal-01827056/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2011 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jun 2011, San Diego, United States. &#x27E8;10.1109/NANOARCH.2011.5941497&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2140034255.pdf","grobid_xml":"https://content.openalex.org/works/W2140034255.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1569811096","https://openalex.org/W1874252505","https://openalex.org/W1964077486","https://openalex.org/W1964529921","https://openalex.org/W1985787760","https://openalex.org/W1986246844","https://openalex.org/W1996514271","https://openalex.org/W1997078229","https://openalex.org/W2000979663","https://openalex.org/W2007815184","https://openalex.org/W2007898123","https://openalex.org/W2016922062","https://openalex.org/W2017265403","https://openalex.org/W2022829874","https://openalex.org/W2025674646","https://openalex.org/W2031176269","https://openalex.org/W2035054741","https://openalex.org/W2035123471","https://openalex.org/W2062244941","https://openalex.org/W2064632620","https://openalex.org/W2064756415","https://openalex.org/W2080659521","https://openalex.org/W2087307768","https://openalex.org/W2101834447","https://openalex.org/W2106249357","https://openalex.org/W2108672244","https://openalex.org/W2109987134","https://openalex.org/W2112181056","https://openalex.org/W2129936377","https://openalex.org/W2130450032","https://openalex.org/W2131724064","https://openalex.org/W2136288682","https://openalex.org/W2136811604","https://openalex.org/W2137249916","https://openalex.org/W2148331362","https://openalex.org/W2149911748","https://openalex.org/W2162651880","https://openalex.org/W2162983760","https://openalex.org/W2185212694","https://openalex.org/W2526885961","https://openalex.org/W3106383766","https://openalex.org/W4229813013","https://openalex.org/W6679395202","https://openalex.org/W6679593666"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2463286374","https://openalex.org/W2304829496","https://openalex.org/W2052332160","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2204001882","https://openalex.org/W2143475396","https://openalex.org/W2097063030"],"abstract_inverted_index":{"This":[0],"work":[1],"discusses":[2],"the":[3,20,33,50,55,67,75,85,100,103],"modeling":[4,91],"of":[5,36,58,66,87,90,102],"memristive":[6,62],"devices,":[7],"for":[8,92],"architectures":[9,94],"where":[10],"they":[11],"are":[12],"used":[13,24],"as":[14],"synapses.":[15],"It":[16,53],"is":[17],"shown":[18],"that":[19],"most":[21],"common":[22],"models":[23],"in":[25,39,74],"this":[26,88],"context":[27],"do":[28],"not":[29],"always":[30],"accurately":[31],"reflect":[32],"actual":[34],"behavior":[35,73,101],"popular":[37],"devices":[38],"pulse":[40],"regime.":[41],"We":[42],"introduce":[43],"a":[44,82],"new":[45],"behavioral":[46],"model,":[47],"intended":[48],"towards":[49],"nanoarchitecture":[51],"community.":[52],"fits":[54,69],"conductance":[56],"evolution":[57],"Univ.":[59],"Michigan's":[60],"synaptic":[61],"devices.":[63],"A":[64],"variation":[65],"model":[68],"HP":[70],"labs's":[71],"memristors'":[72],"same":[76],"conditions.":[77],"Finally,":[78],"we":[79],"discuss":[80],"using":[81],"simple":[83],"example":[84],"importance":[86],"type":[89],"learning":[93],"and":[95],"how":[96],"it":[97],"can":[98],"impact":[99],"learning.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-10-10T00:00:00"}
