{"id":"https://openalex.org/W4220702691","doi":"https://doi.org/10.1109/isscc42614.2022.9731725","title":"A 40nm 64kb 26.56TOPS/W 2.37Mb/mm<sup>2</sup>RRAM Binary/Compute-in-Memory Macro with 4.23x Improvement in Density and &gt;75% Use of Sensing Dynamic Range","display_name":"A 40nm 64kb 26.56TOPS/W 2.37Mb/mm<sup>2</sup>RRAM Binary/Compute-in-Memory Macro with 4.23x Improvement in Density and &gt;75% Use of Sensing Dynamic Range","publication_year":2022,"publication_date":"2022-02-20","ids":{"openalex":"https://openalex.org/W4220702691","doi":"https://doi.org/10.1109/isscc42614.2022.9731725"},"language":"en","primary_location":{"id":"doi:10.1109/isscc42614.2022.9731725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isscc42614.2022.9731725","pdf_url":null,"source":{"id":"https://openalex.org/S4363607897","display_name":"2022 IEEE International Solid- State Circuits Conference (ISSCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Solid- State Circuits Conference (ISSCC)","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/A5027137793","display_name":"Samuel Spetalnick","orcid":"https://orcid.org/0000-0003-1627-9002"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samuel D. Spetalnick","raw_affiliation_strings":["Georgia Institute of Technology,Atlanta,GA","Georgia Institute of Technology, Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Atlanta,GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078008152","display_name":"Muya Chang","orcid":"https://orcid.org/0000-0002-3035-1106"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Muya Chang","raw_affiliation_strings":["Georgia Institute of Technology,Atlanta,GA","TSMC Corporate Research,Hsinchu,Taiwan","Georgia Institute of Technology, Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Atlanta,GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"TSMC Corporate Research,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089938000","display_name":"Brian Crafton","orcid":"https://orcid.org/0000-0002-0227-0421"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Crafton","raw_affiliation_strings":["Georgia Institute of Technology,Atlanta,GA","Georgia Institute of Technology, Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Atlanta,GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083012416","display_name":"Win-San Khwa","orcid":"https://orcid.org/0000-0002-6283-3564"},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Win-San Khwa","raw_affiliation_strings":["TSMC Corporate Research,Hsinchu,Taiwan","TSMC Corporate Research, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"TSMC Corporate Research,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]},{"raw_affiliation_string":"TSMC Corporate Research, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109491324","display_name":"Yu-Der Chih","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Der Chih","raw_affiliation_strings":["TSMC Design Technology,Hsinchu,Taiwan","TSMC Design Technology, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"TSMC Design Technology,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]},{"raw_affiliation_string":"TSMC Design Technology, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023225287","display_name":"Meng\u2010Fan Chang","orcid":"https://orcid.org/0000-0001-6905-6350"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Meng-Fan Chang","raw_affiliation_strings":["Georgia Institute of Technology,Atlanta,GA","TSMC Corporate Research,Hsinchu,Taiwan","TSMC Corporate Research, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Atlanta,GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"TSMC Corporate Research,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]},{"raw_affiliation_string":"TSMC Corporate Research, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091408102","display_name":"Arijit Raychowdhury","orcid":"https://orcid.org/0000-0001-8391-0576"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arijit Raychowdhury","raw_affiliation_strings":["Georgia Institute of Technology,Atlanta,GA","Georgia Institute of Technology, Atlanta, GA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,Atlanta,GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5027137793"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":17.6108,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99791095,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9991000294685364,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.9692351818084717},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.7792352437973022},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.6866083145141602},{"id":"https://openalex.org/keywords/non-volatile-memory","display_name":"Non-volatile memory","score":0.6546830534934998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5659897327423096},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.5434343218803406},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.501478910446167},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4461991786956787},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.413387656211853},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.40327170491218567},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33641132712364197},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3211389183998108},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3064950108528137},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19854190945625305},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.15825310349464417},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.104302316904068},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.08210140466690063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06380486488342285}],"concepts":[{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.9692351818084717},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.7792352437973022},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.6866083145141602},{"id":"https://openalex.org/C177950962","wikidata":"https://www.wikidata.org/wiki/Q10997658","display_name":"Non-volatile memory","level":2,"score":0.6546830534934998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5659897327423096},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.5434343218803406},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.501478910446167},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4461991786956787},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.413387656211853},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.40327170491218567},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33641132712364197},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3211389183998108},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3064950108528137},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19854190945625305},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.15825310349464417},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.104302316904068},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.08210140466690063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06380486488342285},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isscc42614.2022.9731725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isscc42614.2022.9731725","pdf_url":null,"source":{"id":"https://openalex.org/S4363607897","display_name":"2022 IEEE International Solid- State Circuits Conference (ISSCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Solid- State Circuits Conference (ISSCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2321982750","display_name":null,"funder_award_id":"2777.004,2777.005","funder_id":"https://openalex.org/F4320306087","funder_display_name":"Semiconductor Research Corporation"}],"funders":[{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2794288888","https://openalex.org/W2921329602","https://openalex.org/W3015982917","https://openalex.org/W3134195144","https://openalex.org/W3135839634","https://openalex.org/W6750171416","https://openalex.org/W6760724898","https://openalex.org/W6791463985"],"related_works":["https://openalex.org/W2076211355","https://openalex.org/W2007070351","https://openalex.org/W2033811947","https://openalex.org/W2183989414","https://openalex.org/W1551399929","https://openalex.org/W2038212394","https://openalex.org/W2620406532","https://openalex.org/W2410132916","https://openalex.org/W2104937488","https://openalex.org/W2725431849"],"abstract_inverted_index":{"Compute-in-Memory":[0],"(CIM)":[1],"using":[2],"emerging":[3],"nonvolatile":[4],"(eNVM)":[5],"memory":[6,12],"technologies,":[7],"such":[8],"as":[9],"resistive":[10],"random-access":[11],"(RRAM),":[13],"has":[14,38],"been":[15],"shown":[16],"by":[17],"several":[18],"implemented":[19],"macros":[20],"to":[21,26,47,75],"be":[22],"an":[23],"energy-efficient":[24],"alternative":[25],"traditional":[27],"von":[28],"Neumann":[29],"architectures":[30],"[1]\u2013[6].":[31],"Since":[32],"moving":[33],"data":[34],"on-":[35],"and":[36],"off-chip":[37],"a":[39],"high":[40],"energy":[41],"cost,":[42],"area":[43,63],"efficiency":[44,64],"is":[45],"important":[46],"the":[48,67],"practical":[49,76],"utility":[50],"of":[51],"CIM":[52,69],"with":[53,70,73],"RRAM.":[54],"Many":[55],"systems":[56],"demonstrated":[57],"so":[58],"far":[59],"have":[60],"not":[61],"reported":[62],"or":[65],"addressed":[66],"challenges":[68],"RRAM":[71],"presents":[72],"respect":[74],"area-constrained":[77],"integrated":[78],"circuits.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
