{"id":"https://openalex.org/W4309859696","doi":"https://doi.org/10.1002/aisy.202270054","title":"Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy","display_name":"Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4309859696","doi":"https://doi.org/10.1002/aisy.202270054"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202270054","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270054","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1002/aisy.202270054","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006951514","display_name":"Eduardo Esmanhotto","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/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eduardo Esmanhotto","raw_affiliation_strings":["CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046559880","display_name":"Tifenn Hirtzlin","orcid":"https://orcid.org/0000-0002-6931-6930"},"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/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tifenn Hirtzlin","raw_affiliation_strings":["CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020588660","display_name":"Djohan Bonnet","orcid":"https://orcid.org/0009-0002-1018-3712"},"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/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djohan Bonnet","raw_affiliation_strings":["CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061839553","display_name":"N. Castellani","orcid":"https://orcid.org/0009-0007-0763-2130"},"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/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Niccolo Castellani","raw_affiliation_strings":["CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032162752","display_name":"Jean\u2010Michel Portal","orcid":"https://orcid.org/0000-0002-6722-053X"},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210112016","display_name":"Institut des Mat\u00e9riaux, de Micro\u00e9lectronique et des Nanosciences de Provence","ror":"https://ror.org/0238zyh04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I3132279224","https://openalex.org/I4210098836","https://openalex.org/I4210112016"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Michel Portal","raw_affiliation_strings":["IM2NP Aix-Marseille Universit\u00e9  13007 Marseille France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IM2NP Aix-Marseille Universit\u00e9  13007 Marseille France","institution_ids":["https://openalex.org/I21491767","https://openalex.org/I4210112016"]}]},{"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/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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210100562","display_name":"Centre de Nanosciences et de Nanotechnologies","ror":"https://ror.org/00zay3w86","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210100562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Querlioz","raw_affiliation_strings":["CNRS Centre de Nanosciences et de Nanotechnologies Universit\u00e9 Paris-Saclay  91120 Palaiseau France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS Centre de Nanosciences et de Nanotechnologies Universit\u00e9 Paris-Saclay  91120 Palaiseau France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210100562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046458712","display_name":"Elisa Vianello","orcid":"https://orcid.org/0000-0002-8868-9951"},"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/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Elisa Vianello","raw_affiliation_strings":["CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France"],"raw_orcid":"https://orcid.org/0000-0003-0536-5722","affiliations":[{"raw_affiliation_string":"CEA-Leti Universit\u00e9 Grenoble Alpes  38400 Grenoble France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5046458712"],"corresponding_institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049","https://openalex.org/I899635006"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.5207,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.59350291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"4","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9986000061035156,"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":0.9986000061035156,"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/T12588","display_name":"Electronic and Structural Properties of Oxides","score":0.9677000045776367,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9598000049591064,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.7625231742858887},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6937994360923767},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.6095568537712097},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5771497488021851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5501306653022766},{"id":"https://openalex.org/keywords/conductance","display_name":"Conductance","score":0.5325929522514343},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.5217357873916626},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.41927406191825867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3516419231891632},{"id":"https://openalex.org/keywords/condensed-matter-physics","display_name":"Condensed matter physics","score":0.22666743397712708},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2088322639465332},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1609930396080017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1418018341064453},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13370728492736816},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12679404020309448}],"concepts":[{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.7625231742858887},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6937994360923767},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.6095568537712097},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5771497488021851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5501306653022766},{"id":"https://openalex.org/C121932024","wikidata":"https://www.wikidata.org/wiki/Q5159376","display_name":"Conductance","level":2,"score":0.5325929522514343},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.5217357873916626},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.41927406191825867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3516419231891632},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.22666743397712708},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2088322639465332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1609930396080017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1418018341064453},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13370728492736816},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12679404020309448},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/aisy.202270054","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270054","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202270054","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270054","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386475142","https://openalex.org/W2793181810","https://openalex.org/W1967489488","https://openalex.org/W2806638311","https://openalex.org/W2891417865","https://openalex.org/W2893723691","https://openalex.org/W2517651798","https://openalex.org/W2785635065","https://openalex.org/W4292388359","https://openalex.org/W2199653281"],"abstract_inverted_index":{"Resistive":[0],"Random":[1],"Access":[2],"Memory":[3],"In":[4],"article":[5],"number":[6],"2200145,":[7],"Elisa":[8],"Vianello":[9],"and":[10],"co-workers":[11],"present":[12],"a":[13,32,51,72],"multilevel":[14],"resistance":[15],"states":[16],"of":[17,39,67],"hafnium":[18],"oxide-based":[19],"resistive":[20],"memory":[21],"devices":[22],"that":[23,57],"are":[24],"attractive":[25],"for":[26,76],"memorizing":[27],"the":[28,36,46,59],"synaptic":[29],"weight":[30],"in":[31,71],"compact":[33],"manner.":[34],"However,":[35],"local":[37],"recombination":[38],"oxygen":[40],"vacancies":[41],"causes":[42],"conductance":[43,60],"instability":[44],"degrading":[45],"neural":[47,73],"network":[48,74],"accuracy.":[49],"Herein,":[50],"new":[52],"programming":[53],"strategy":[54],"is":[55],"reported":[56],"overcomes":[58],"instability,":[61],"allowing":[62],"up":[63],"to":[64],"2":[65],"months":[66],"stable":[68],"inference":[69],"accuracy":[70],"used":[75],"heart":[77],"disease":[78],"(arrhythmia)":[79],"classification.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
