{"id":"https://openalex.org/W3134969156","doi":"https://doi.org/10.1109/tcsi.2021.3060798","title":"Circuit Modeling for RRAM-Based Neuromorphic Chip Crossbar Array With and Without Write-Verify Scheme","display_name":"Circuit Modeling for RRAM-Based Neuromorphic Chip Crossbar Array With and Without Write-Verify Scheme","publication_year":2021,"publication_date":"2021-03-04","ids":{"openalex":"https://openalex.org/W3134969156","doi":"https://doi.org/10.1109/tcsi.2021.3060798","mag":"3134969156"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2021.3060798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2021.3060798","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","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/A5071969854","display_name":"Tuomin Tao","orcid":"https://orcid.org/0000-0003-0933-7374"},"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"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Tuomin Tao","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090799008","display_name":"Hanzhi Ma","orcid":"https://orcid.org/0000-0001-7914-9323"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Hanzhi Ma","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030262354","display_name":"Quankun Chen","orcid":"https://orcid.org/0009-0001-5449-614X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Quankun Chen","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062376791","display_name":"Zheming Gu","orcid":"https://orcid.org/0000-0003-3385-8591"},"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"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhe-Ming Gu","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063499488","display_name":"Hang Jin","orcid":"https://orcid.org/0000-0002-9744-1982"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Hang Jin","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061360439","display_name":"Manareldeen Ahmed","orcid":"https://orcid.org/0000-0002-1734-7241"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Manareldeen Ahmed","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090060473","display_name":"Shurun Tan","orcid":"https://orcid.org/0000-0002-7331-3484"},"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"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shurun Tan","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693068","display_name":"Aili Wang","orcid":"https://orcid.org/0000-0002-1019-4019"},"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"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Aili Wang","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079672732","display_name":"En\u2010Xiao Liu","orcid":"https://orcid.org/0000-0002-6357-7574"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"En-Xiao Liu","raw_affiliation_strings":["Institute of High Performance Computing, A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing, A*STAR, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072017129","display_name":"Er\u2010Ping Li","orcid":"https://orcid.org/0000-0002-5006-7399"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Er-Ping Li","raw_affiliation_strings":["Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Micro/Nano Electronic Devices and Smart Systems and Applications, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University\u2013University of Illinois at Urbana\u2013Champaign Institute, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5071969854"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":2.5068,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.89457653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"68","issue":"5","first_page":"1906","last_page":"1916"},"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":0.9998999834060669,"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":0.9977999925613403,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9106036424636841},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.8962969779968262},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.8480710983276367},{"id":"https://openalex.org/keywords/crossbar-switch","display_name":"Crossbar switch","score":0.7328236103057861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7230570912361145},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6795748472213745},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5353126525878906},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.49886155128479004},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.45457786321640015},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.4469453990459442},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.43598055839538574},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3458919823169708},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.338874489068985},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3207990825176239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3004213869571686},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28469622135162354},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.23166176676750183},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19491782784461975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16211199760437012},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10896411538124084}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9106036424636841},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.8962969779968262},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.8480710983276367},{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.7328236103057861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230570912361145},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6795748472213745},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5353126525878906},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.49886155128479004},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.45457786321640015},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.4469453990459442},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.43598055839538574},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3458919823169708},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.338874489068985},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3207990825176239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3004213869571686},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28469622135162354},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.23166176676750183},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19491782784461975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16211199760437012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10896411538124084},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2021.3060798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2021.3060798","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5904317076","display_name":null,"funder_award_id":"LD21F010002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7619095549","display_name":null,"funder_award_id":"62027805","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8315848876","display_name":null,"funder_award_id":"62071424","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"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1484330480","https://openalex.org/W2015477599","https://openalex.org/W2027588714","https://openalex.org/W2039362187","https://openalex.org/W2064367066","https://openalex.org/W2112181056","https://openalex.org/W2112796928","https://openalex.org/W2138913040","https://openalex.org/W2162827630","https://openalex.org/W2325235790","https://openalex.org/W2613205562","https://openalex.org/W2621047291","https://openalex.org/W2621094797","https://openalex.org/W2623410569","https://openalex.org/W2729455382","https://openalex.org/W2743001015","https://openalex.org/W2781163782","https://openalex.org/W2787336703","https://openalex.org/W2794288888","https://openalex.org/W2889463071","https://openalex.org/W2898994846","https://openalex.org/W2919115771","https://openalex.org/W2921329602","https://openalex.org/W2925208841","https://openalex.org/W2945706486","https://openalex.org/W2966081953","https://openalex.org/W2970608956","https://openalex.org/W3003821665","https://openalex.org/W3010570341","https://openalex.org/W3015982917","https://openalex.org/W3105270833","https://openalex.org/W4229786707","https://openalex.org/W6628999389","https://openalex.org/W6748918843","https://openalex.org/W6750171416","https://openalex.org/W6776511271"],"related_works":["https://openalex.org/W3137378424","https://openalex.org/W2809732489","https://openalex.org/W4287780255","https://openalex.org/W3023361272","https://openalex.org/W4386475142","https://openalex.org/W2793181810","https://openalex.org/W1967489488","https://openalex.org/W3005999147","https://openalex.org/W4391092513","https://openalex.org/W2806638311"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,66,105,149],"novel":[4],"circuit":[5,96],"modeling":[6],"method":[7,89],"for":[8,58],"online":[9],"training":[10,47,144],"and":[11,39,50,56,63,91,123,129],"testing":[12],"process":[13],"of":[14,42,70,77,81,108,113,116,156],"the":[15,22,37,78,86,92,119,153],"neuromorphic":[16],"chip":[17],"crossbar":[18,106],"array":[19,107],"based":[20],"on":[21,118],"resistive":[23],"random":[24],"access":[25],"memory":[26],"(RRAM).":[27],"A":[28],"modified":[29],"RRAM":[30],"compact":[31],"model":[32,76],"is":[33,83,100,127],"developed":[34],"to":[35,102,140],"realize":[36],"fast":[38],"accurate":[40],"update":[41],"multiple":[43],"conductance":[44],"levels.":[45],"Two":[46],"mechanisms":[48],"with":[49,122,134,145],"without":[51,124],"write-verify":[52,125,135,146],"scheme":[53,126,136,147],"are":[54],"modeled":[55],"investigated":[57],"classifying":[59],"MNIST":[60],"handwritten":[61],"digits":[62],"both":[64],"achieve":[65],"good":[67],"recognition":[68,120],"accuracy":[69,121],"more":[71],"than":[72],"96%.":[73],"The":[74,111,131],"parasitic":[75,114,141],"unit":[79],"cell":[80],"interconnects":[82,117],"constructed":[84],"by":[85],"domain":[87],"decomposition":[88],"(DDM)":[90],"partial":[93],"equivalent":[94],"element":[95],"(PEEC)":[97],"method,":[98],"which":[99],"suitable":[101],"build":[103],"up":[104],"any":[109],"size.":[110],"impact":[112],"effects":[115],"analyzed":[128],"compared.":[130],"weights":[132],"trained":[133],"show":[137],"better":[138],"robustness":[139],"noises":[142],"but":[143],"spends":[148],"longer":[150],"time":[151],"processing":[152],"same":[154],"amount":[155],"data.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
