{"id":"https://openalex.org/W7140318639","doi":"https://doi.org/10.1109/nvmsa66678.2025.00017","title":"Memristors with Tunable Analog States for Enhanced Accuracy Neuromorphic Computing","display_name":"Memristors with Tunable Analog States for Enhanced Accuracy Neuromorphic Computing","publication_year":2025,"publication_date":"2025-08-20","ids":{"openalex":"https://openalex.org/W7140318639","doi":"https://doi.org/10.1109/nvmsa66678.2025.00017"},"language":null,"primary_location":{"id":"doi:10.1109/nvmsa66678.2025.00017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nvmsa66678.2025.00017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 14th Non-Volatile Memory Systems and Applications Symposium (NVMSA)","raw_type":"proceedings-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/A5050027681","display_name":"Xuemeng Fan","orcid":"https://orcid.org/0000-0003-1618-6025"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuemeng Fan","raw_affiliation_strings":["School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107549787","display_name":"Guobin Zhang","orcid":"https://orcid.org/0000-0003-3938-5879"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guobin Zhang","raw_affiliation_strings":["School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130568822","display_name":"Zijian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Wang","raw_affiliation_strings":["School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075942988","display_name":"Qun Luo","orcid":"https://orcid.org/0000-0002-7527-460X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Luo","raw_affiliation_strings":["School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130542246","display_name":"Yishu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yishu Zhang","raw_affiliation_strings":["School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Zhejiang University,Hangzhou,Zhejiang,China,311200","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050027681"],"corresponding_institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66109672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9595999717712402,"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":0.9595999717712402,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.017999999225139618,"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":0.01080000028014183,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.7870000004768372},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.6449999809265137},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.30480000376701355},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2946999967098236},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.29420000314712524},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2680000066757202}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7870000004768372},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6449999809265137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5300999879837036},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.48750001192092896},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3610000014305115},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3237999975681305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3188999891281128},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.29420000314712524},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2628999948501587},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25760000944137573},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nvmsa66678.2025.00017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nvmsa66678.2025.00017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 14th Non-Volatile Memory Systems and Applications Symposium (NVMSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8398853540420532,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4844114740","display_name":null,"funder_award_id":"62204219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2614685743","https://openalex.org/W2774028874","https://openalex.org/W3007324581","https://openalex.org/W3011858778","https://openalex.org/W4285084017","https://openalex.org/W4365135274"],"related_works":[],"abstract_inverted_index":{"Traditional":[0],"computing":[1],"systems":[2],"are":[3],"constrained":[4],"by":[5],"the":[6,11,39,68],"von":[7],"Neumann":[8],"architecture,":[9],"whereas":[10],"human":[12],"brain":[13],"demonstrates":[14],"remarkable":[15],"parallelism":[16],"and":[17,43,66,72],"energy":[18],"efficiency.":[19],"Here,":[20],"we":[21],"present":[22],"a":[23,57],"two-terminal":[24],"memristor":[25],"synapse":[26],"with":[27,50],"tunable":[28,51],"conductance,":[29,79],"enabling":[30],"selectable":[31],"performance":[32],"in":[33,56],"weight":[34],"update":[35],"behavior,":[36],"thereby":[37],"enhancing":[38],"network's":[40],"learning-memorization":[41],"abilities":[42],"dynamic":[44],"adaptability.":[45],"We":[46],"show":[47],"that":[48],"devices":[49,65],"conductance":[52],"reach":[53],"98%":[54],"accuracy":[55],"standard":[58],"image":[59],"recognition":[60],"task,":[61],"surpassing":[62],"ideal":[63],"linear":[64],"narrowing":[67],"gap":[69],"between":[70],"neuromorphic":[71],"biological":[73],"neural":[74],"networks.":[75],"Keywords:":[76],"Memristor.":[77],"Tunable":[78],"Learning-memorization,":[80],"Adaptability,":[81],"Computing":[82]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-03-26T00:00:00"}