{"id":"https://openalex.org/W4391892592","doi":"https://doi.org/10.1109/jssc.2024.3362699","title":"Scaling-CIM: eDRAM In-Memory-Computing Accelerator With Dynamic-Scaling ADC and Adaptive Analog Operation","display_name":"Scaling-CIM: eDRAM In-Memory-Computing Accelerator With Dynamic-Scaling ADC and Adaptive Analog Operation","publication_year":2024,"publication_date":"2024-02-16","ids":{"openalex":"https://openalex.org/W4391892592","doi":"https://doi.org/10.1109/jssc.2024.3362699"},"language":"en","primary_location":{"id":"doi:10.1109/jssc.2024.3362699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jssc.2024.3362699","pdf_url":null,"source":{"id":"https://openalex.org/S83637746","display_name":"IEEE Journal of Solid-State Circuits","issn_l":"0018-9200","issn":["0018-9200","1558-173X"],"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 Journal of Solid-State Circuits","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/A5100748581","display_name":"Sangjin Kim","orcid":"https://orcid.org/0000-0001-6665-9973"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangjin Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6665-9973","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074016364","display_name":"Soyeon Um","orcid":"https://orcid.org/0000-0002-8526-2047"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soyeon Um","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8526-2047","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015963917","display_name":"Wooyoung Jo","orcid":"https://orcid.org/0000-0003-3598-3572"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wooyoung Jo","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-3598-3572","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102908171","display_name":"Jingu Lee","orcid":"https://orcid.org/0000-0001-6965-2339"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jingu Lee","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083733804","display_name":"Sangwoo Ha","orcid":"https://orcid.org/0000-0002-9191-6326"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangwoo Ha","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9191-6326","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396724","display_name":"Zhiyong Li","orcid":"https://orcid.org/0000-0002-0436-6670"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Li","raw_affiliation_strings":["Computing Technology Laboratory, Alibaba DAMO, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0436-6670","affiliations":[{"raw_affiliation_string":"Computing Technology Laboratory, Alibaba DAMO, Shanghai, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077896259","display_name":"Hoi\u2010Jun Yoo","orcid":"https://orcid.org/0000-0002-6661-4879"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoi-Jun Yoo","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-6661-4879","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7333,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94195237,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"59","issue":"8","first_page":"2694","last_page":"2705"},"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":0.9994999766349792,"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":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.6098228096961975},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.5360719561576843},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.5227751135826111},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.45104551315307617},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4109418988227844},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34707212448120117},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3235896825790405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17881396412849426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14468914270401},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08826804161071777}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6098228096961975},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.5360719561576843},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5227751135826111},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.45104551315307617},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4109418988227844},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34707212448120117},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3235896825790405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17881396412849426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14468914270401},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08826804161071777},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jssc.2024.3362699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jssc.2024.3362699","pdf_url":null,"source":{"id":"https://openalex.org/S83637746","display_name":"IEEE Journal of Solid-State Circuits","issn_l":"0018-9200","issn":["0018-9200","1558-173X"],"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 Journal of Solid-State Circuits","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7200000286102295,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G717375284","display_name":null,"funder_award_id":"2021-0-00871","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2016053056","https://openalex.org/W2276892413","https://openalex.org/W2524428287","https://openalex.org/W2895531329","https://openalex.org/W3000301330","https://openalex.org/W3015432327","https://openalex.org/W3016014942","https://openalex.org/W3026786299","https://openalex.org/W3133754064","https://openalex.org/W3134304371","https://openalex.org/W3134526034","https://openalex.org/W3134703406","https://openalex.org/W3157114665","https://openalex.org/W3183385172","https://openalex.org/W3184281067","https://openalex.org/W3208788005","https://openalex.org/W4220958508","https://openalex.org/W4221038786","https://openalex.org/W4225364593","https://openalex.org/W4286571868","https://openalex.org/W4312951380","https://openalex.org/W4313467202","https://openalex.org/W4313639541","https://openalex.org/W4360605725","https://openalex.org/W4360605969","https://openalex.org/W4365800488","https://openalex.org/W4387129467","https://openalex.org/W4387415358","https://openalex.org/W4387490588","https://openalex.org/W6727208969","https://openalex.org/W6768021236","https://openalex.org/W6786271619","https://openalex.org/W6791836880"],"related_works":["https://openalex.org/W3014521742","https://openalex.org/W2617868873","https://openalex.org/W3204141294","https://openalex.org/W4386230336","https://openalex.org/W4306968100","https://openalex.org/W141820298","https://openalex.org/W2464627195","https://openalex.org/W2049584446","https://openalex.org/W2171986175","https://openalex.org/W2089791793"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"Scaling-computing-in-memory":[3],"(CIM),":[4],"an":[5,109],"energy-efficient":[6],"embedded":[7],"dynamic":[8,59],"random":[9],"access":[10],"memory":[11],"(eDRAM)-based":[12],"in-memory-computing":[13],"(IMC)":[14],"accelerator":[15],"with":[16,69,108],"a":[17,105],"dynamic-scaling":[18],"readout":[19],"for":[20],"signal-to-quantization-noise":[21],"ratio":[22],"(SQNR)":[23],"boosting":[24],"and":[25,44,51,83,103,124],"analog-to-digital":[26],"converter":[27],"(ADC)":[28],"overhead":[29],"reduction.":[30],"It":[31,113],"greatly":[32],"saves":[33],"the":[34,39,49,79,121,132],"ADC":[35,45,61,81],"cost":[36],"by":[37,47],"reducing":[38],"required":[40],"number":[41],"of":[42,65,128],"ADC-bit":[43],"operations":[46],"codesigning":[48],"algorithm":[50],"hardware.":[52],"Scaling-CIM":[53,96],"proposes":[54],"three":[55],"key":[56],"features:":[57],"1)":[58],"scaling":[60],"(DSA)":[62],"boosts":[63],"SQNR":[64],"multibit":[66],"operation":[67],"even":[68],"low-bit":[70],"ADC;":[71],"2)":[72],"adaptive":[73,86],"analog":[74],"bit-parallel":[75],"(AABP)":[76],"accumulation":[77],"reduces":[78],"redundant":[80],"operation;":[82],"3)":[84],"layer-wise":[85],"bit-truncation":[87],"(LABT)":[88],"search":[89],"further":[90],"enhances":[91],"efficiency":[92,119,126],"on":[93,120],"benchmarks.":[94],"The":[95],"is":[97],"fabricated":[98],"in":[99],"28-nm":[100],"CMOS":[101],"technology":[102],"occupies":[104],"2.03-mm2die":[106],"area":[107],"800-kb":[110],"eDRAM":[111],"cell.":[112],"achieves":[114],"39.7-TOPS/W":[115],"(8\u20139":[116],"b)":[117],"energy":[118],"RestNet-18":[122],"benchmark":[123],"1.96$\\times$higher":[125],"figure":[127],"merit":[129],"(FoM)":[130],"than":[131],"previous":[133],"IMC-based":[134],"accelerator.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
