{"id":"https://openalex.org/W4292825887","doi":"https://doi.org/10.1109/tcsi.2022.3199453","title":"Modeling and Mitigating the Interconnect Resistance Issue in Analog RRAM Matrix Computing Circuits","display_name":"Modeling and Mitigating the Interconnect Resistance Issue in Analog RRAM Matrix Computing Circuits","publication_year":2022,"publication_date":"2022-08-23","ids":{"openalex":"https://openalex.org/W4292825887","doi":"https://doi.org/10.1109/tcsi.2022.3199453"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2022.3199453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2022.3199453","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/A5081078642","display_name":"Yubiao Luo","orcid":"https://orcid.org/0009-0004-7545-133X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubiao Luo","raw_affiliation_strings":["School of Integrated Circuits, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636061","display_name":"Shiqing Wang","orcid":"https://orcid.org/0009-0005-8741-1674"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqing Wang","raw_affiliation_strings":["School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044512077","display_name":"Pushen Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pushen Zuo","raw_affiliation_strings":["School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018409395","display_name":"Zhong Sun","orcid":"https://orcid.org/0000-0003-1856-0279"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Sun","raw_affiliation_strings":["Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1856-0279","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012603707","display_name":"Ru Huang","orcid":"https://orcid.org/0000-0001-7545-0987"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Huang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Institute for Artificial Intelligence, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9341,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86040339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"69","issue":"11","first_page":"4367","last_page":"4380"},"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/electronic-circuit","display_name":"Electronic circuit","score":0.663174033164978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6179180145263672},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.568856954574585},{"id":"https://openalex.org/keywords/interconnection","display_name":"Interconnection","score":0.5645819306373596},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.5381961464881897},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.4369737207889557},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.4245617985725403},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.42210865020751953},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.330929696559906},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.21726423501968384},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1768038272857666},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11724868416786194},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11415085196495056},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07822677493095398}],"concepts":[{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.663174033164978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6179180145263672},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.568856954574585},{"id":"https://openalex.org/C123745756","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnection","level":2,"score":0.5645819306373596},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.5381961464881897},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.4369737207889557},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.4245617985725403},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.42210865020751953},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.330929696559906},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21726423501968384},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1768038272857666},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11724868416786194},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11415085196495056},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07822677493095398},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"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:10.1109/tcsi.2022.3199453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2022.3199453","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/G1070819543","display_name":null,"funder_award_id":"92064004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2390305753","display_name":null,"funder_award_id":"61927901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4425020482","display_name":null,"funder_award_id":"62004002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6531398195","display_name":null,"funder_award_id":"2020YFB2206001","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6847781164","display_name":null,"funder_award_id":"B18001","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","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":60,"referenced_works":["https://openalex.org/W1506342804","https://openalex.org/W1862469596","https://openalex.org/W2004823737","https://openalex.org/W2021267417","https://openalex.org/W2039161462","https://openalex.org/W2125514677","https://openalex.org/W2139030761","https://openalex.org/W2150313118","https://openalex.org/W2288519604","https://openalex.org/W2399958287","https://openalex.org/W2404581299","https://openalex.org/W2558302290","https://openalex.org/W2765081478","https://openalex.org/W2775771159","https://openalex.org/W2781163782","https://openalex.org/W2782046614","https://openalex.org/W2794194363","https://openalex.org/W2794288888","https://openalex.org/W2805362231","https://openalex.org/W2810880765","https://openalex.org/W2830509727","https://openalex.org/W2888815577","https://openalex.org/W2896122000","https://openalex.org/W2915404303","https://openalex.org/W2921329602","https://openalex.org/W2943313495","https://openalex.org/W2954115294","https://openalex.org/W2979045010","https://openalex.org/W2983353765","https://openalex.org/W2997510972","https://openalex.org/W3001684375","https://openalex.org/W3003821665","https://openalex.org/W3004360755","https://openalex.org/W3004743841","https://openalex.org/W3005818927","https://openalex.org/W3016048022","https://openalex.org/W3023401909","https://openalex.org/W3023613314","https://openalex.org/W3028754834","https://openalex.org/W3031771821","https://openalex.org/W3033519076","https://openalex.org/W3082429156","https://openalex.org/W3091835145","https://openalex.org/W3098480967","https://openalex.org/W3099073033","https://openalex.org/W3100661846","https://openalex.org/W3103217206","https://openalex.org/W3134195144","https://openalex.org/W3146204158","https://openalex.org/W3157092116","https://openalex.org/W3183691024","https://openalex.org/W3187019561","https://openalex.org/W3209041109","https://openalex.org/W3210018672","https://openalex.org/W4233923606","https://openalex.org/W4245731639","https://openalex.org/W4254672563","https://openalex.org/W4312258136","https://openalex.org/W6664870454","https://openalex.org/W6765699451"],"related_works":["https://openalex.org/W2054635671","https://openalex.org/W2545245183","https://openalex.org/W2017425642","https://openalex.org/W2350916061","https://openalex.org/W2952918855","https://openalex.org/W1970117475","https://openalex.org/W4396815615","https://openalex.org/W4301193134","https://openalex.org/W2199653281","https://openalex.org/W3111786897"],"abstract_inverted_index":{"Analog":[0],"matrix":[1,103],"computing":[2,46,155],"(AMC)":[3],"with":[4,82,104,109,192,199],"resistive":[5,36,80],"memory":[6],"implies":[7],"naturally":[8],"massive":[9],"parallelism":[10],"and":[11,49,115,181],"in-memory":[12],"processing,":[13],"thus":[14,85],"representing":[15],"a":[16,40,66,98,132,147],"promising":[17],"solution":[18],"for":[19,57,102,196],"accelerating":[20],"data-intensive":[21],"workloads":[22],"in":[23,33,107,164],"many":[24],"applications.":[25],"In":[26,61,94],"AMC":[27,197],"circuits,":[28],"the":[29,34,45,51,73,88,110,125,154,165,169],"interconnect":[30,83,159],"resistances":[31,160],"residing":[32],"crosspoint":[35,79],"arrays":[37],"arise":[38],"as":[39,146],"main":[41],"non-ideal":[42],"factor":[43],"degrading":[44],"accuracy.":[47],"Simulating":[48],"optimizing":[50],"circuits":[52,198],"are":[53],"of":[54,78,91],"fundamental":[55],"importance":[56],"large":[58],"system":[59],"integration.":[60],"this":[62,144],"work,":[63],"we":[64,96],"develop":[65],"physics-based":[67],"iterative":[68],"algorithm":[69],"to":[70,130,174,178],"quickly":[71],"model":[72],"matrix-vector":[74],"multiplication":[75],"(MVM)":[76],"operation":[77],"array":[81],"resistances,":[84],"quadratically":[86],"reducing":[87],"time":[89],"complexity":[90],"circuit":[92,101,121,145],"simulation.":[93],"addition,":[95],"propose":[97],"new":[99],"MVM":[100],"negative":[105],"values,":[106],"parallel":[108],"conventional":[111],"column-wise":[112],"splitting":[113,117],"(CS)":[114],"row-wise":[116],"(RS)":[118],"circuits.":[119],"The":[120,136],"is":[122,141,161,172],"based":[123],"on":[124],"conductance":[126],"compensation":[127],"(CC)":[128],"strategy":[129],"realize":[131],"simplified":[133],"RS":[134],"scheme.":[135],"discrete":[137],"Fourier":[138],"transform":[139],"(DFT)":[140],"implemented":[142],"using":[143],"case":[148],"study.":[149],"Simulation":[150],"results":[151,185],"reveal":[152],"that":[153],"error":[156],"caused":[157],"by":[158],"remarkably":[162],"reduced":[163],"CC-RS":[166,170],"circuit.":[167],"Also,":[168],"scheme":[171],"demonstrated":[173],"be":[175],"more":[176],"immune":[177],"device":[179],"variations":[180],"source/sink":[182],"resistances.":[183],"Our":[184],"provide":[186],"an":[187,193],"efficient":[188],"modeling":[189],"method":[190],"together":[191],"optimized":[194],"approach":[195],"non-idealities.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}