{"id":"https://openalex.org/W3080374890","doi":"https://doi.org/10.1109/tvlsi.2022.3140395","title":"An 8-Bit in Resistive Memory Computing Core With Regulated Passive Neuron and Bitline Weight Mapping","display_name":"An 8-Bit in Resistive Memory Computing Core With Regulated Passive Neuron and Bitline Weight Mapping","publication_year":2022,"publication_date":"2022-01-21","ids":{"openalex":"https://openalex.org/W3080374890","doi":"https://doi.org/10.1109/tvlsi.2022.3140395","mag":"3080374890"},"language":"en","primary_location":{"id":"doi:10.1109/tvlsi.2022.3140395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2022.3140395","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) 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/A5102005961","display_name":"Yewei Zhang","orcid":"https://orcid.org/0000-0002-5493-1084"},"institutions":[{"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":"Yewei Zhang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091073331","display_name":"Kejie Huang","orcid":"https://orcid.org/0000-0003-3722-9979"},"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":"Kejie Huang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Laboratory, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Laboratory, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040507818","display_name":"Rui Xiao","orcid":"https://orcid.org/0000-0003-3078-0178"},"institutions":[{"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":"Rui Xiao","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696804","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0001-9199-0799"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Department of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057974914","display_name":"Yanfeng Xu","orcid":"https://orcid.org/0009-0003-6242-4239"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfeng Xu","raw_affiliation_strings":["China Electronics Technology Group Corporation No.58 Research Institute, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Electronics Technology Group Corporation No.58 Research Institute, Wuxi, China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101846868","display_name":"Jicong Fan","orcid":"https://orcid.org/0009-0003-0378-3370"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jicong Fan","raw_affiliation_strings":["China Electronics Technology Group Corporation No.58 Research Institute, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"China Electronics Technology Group Corporation No.58 Research Institute, Wuxi, China","institution_ids":["https://openalex.org/I2800372957"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029202186","display_name":"Haibin Shen","orcid":"https://orcid.org/0000-0002-5431-609X"},"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":"Haibin Shen","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Laboratory, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Laboratory, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102005961"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.9204,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71912018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"30","issue":"4","first_page":"379","last_page":"391"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9998000264167786,"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":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6162824630737305},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.5362170934677124},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.37493664026260376},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33897319436073303},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19316479563713074},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.16519016027450562},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14637789130210876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6162824630737305},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.5362170934677124},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.37493664026260376},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33897319436073303},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19316479563713074},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.16519016027450562},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14637789130210876}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvlsi.2022.3140395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2022.3140395","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G297858759","display_name":null,"funder_award_id":"U19B2043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3674626816","display_name":null,"funder_award_id":"2019KC0AD02","funder_id":"https://openalex.org/F4320329742","funder_display_name":"Major Scientific Project of Zhejiang Laboratory"},{"id":"https://openalex.org/G8058977218","display_name":null,"funder_award_id":"2020AAA0109002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329742","display_name":"Major Scientific Project of Zhejiang Laboratory","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2004823737","https://openalex.org/W2028159671","https://openalex.org/W2060501200","https://openalex.org/W2076613578","https://openalex.org/W2248832573","https://openalex.org/W2399958287","https://openalex.org/W2518281301","https://openalex.org/W2550153070","https://openalex.org/W2588666075","https://openalex.org/W2593172471","https://openalex.org/W2611005572","https://openalex.org/W2738585373","https://openalex.org/W2747891096","https://openalex.org/W2777126322","https://openalex.org/W2792893539","https://openalex.org/W2887956900","https://openalex.org/W2897004326","https://openalex.org/W2898944887","https://openalex.org/W2898994846","https://openalex.org/W2921329602","https://openalex.org/W2943151775","https://openalex.org/W2963122961","https://openalex.org/W2990797940","https://openalex.org/W2999932424","https://openalex.org/W3003821665","https://openalex.org/W3005729543","https://openalex.org/W3005762837","https://openalex.org/W3008723941","https://openalex.org/W3011652433","https://openalex.org/W3012530838","https://openalex.org/W3014066663","https://openalex.org/W3015271406","https://openalex.org/W3015980402","https://openalex.org/W3015982917","https://openalex.org/W3016048022","https://openalex.org/W3094844246","https://openalex.org/W4243519499","https://openalex.org/W6760724898","https://openalex.org/W6775551420","https://openalex.org/W6791427274"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2054635671","https://openalex.org/W2545245183","https://openalex.org/W2350916061","https://openalex.org/W1970117475","https://openalex.org/W3161624601","https://openalex.org/W2078381924","https://openalex.org/W4298011929","https://openalex.org/W2626667124","https://openalex.org/W4206468571"],"abstract_inverted_index":{"The":[0,27,100,128,151],"rapid":[1],"development":[2],"of":[3,9,52,60,108,141],"artificial":[4],"intelligence":[5],"(AI)":[6],"and":[7,21,95,133,137,147,163,167],"Internet":[8],"Things":[10],"(IoT)":[11],"increase":[12],"the":[13,43,50,53,58,61,88,105,142,158],"requirement":[14],"for":[15,46,165],"edge":[16],"computing":[17,82],"with":[18],"low":[19,70],"power":[20,44,71,106],"relatively":[22],"high":[23,81],"processing":[24],"speed":[25],"devices.":[26],"computing-in-memory":[28],"(CIM)":[29],"schemes":[30],"based":[31],"on":[32,169],"emerging":[33],"resistive":[34,72],"nonvolatile":[35],"memory":[36],"(NVM)":[37],"show":[38,103],"great":[39],"potential":[40],"in":[41,179],"reducing":[42],"consumption":[45,107],"AI":[47],"computing.":[48],"However,":[49],"inconsistency":[51],"NVM":[54],"may":[55],"significantly":[56],"degenerate":[57],"performance":[59],"neural":[62],"network.":[63],"In":[64],"this":[65],"article,":[66],"we":[67],"propose":[68],"a":[69],"RAM":[73],"(RRAM)-based":[74],"CIM":[75,112,143],"core":[76,113,144],"to":[77,135],"not":[78],"only":[79,115],"achieve":[80,145],"efficiency":[83],"but":[84],"also":[85],"greatly":[86],"enhance":[87],"robustness":[89],"by":[90,161],"bit":[91],"line":[92],"(BL)":[93],"regulator":[94],"BL":[96,153],"weight":[97,154],"mapping":[98,155],"algorithm.":[99],"simulation":[101],"results":[102],"that":[104],"our":[109],"proposed":[110,152],"8-bit":[111,180],"is":[114],"12.6":[116],"mW":[117],"(":[118],"<inline-formula":[119],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[121],"<tex-math":[122],"notation=\"LaTeX\">$256\\times":[123],"256$":[124],"</tex-math></inline-formula>":[125],"at":[126],"8b).":[127],"spurious-free":[129],"dynamic":[130],"range":[131],"(SFDR)":[132],"signal":[134],"noise":[136],"distortion":[138],"ratio":[139],"(SNDR)":[140],"62.64":[146],"45.92":[148],"dB,":[149],"respectively.":[150,182],"scheme":[156],"improves":[157],"top-1":[159],"accuracy":[160],"2.46%":[162],"3.47%":[164],"AlexNet":[166],"VGG16":[168],"ImageNet":[170],"Large":[171],"Scale":[172],"Visual":[173],"Recognition":[174],"Competition":[175],"2012":[176],"(ILSVRC":[177],"2012)":[178],"mode,":[181]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}