{"id":"https://openalex.org/W4360605725","doi":"https://doi.org/10.1109/isscc42615.2023.10067352","title":"16.5 DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell for Dynamic Resource Switching","display_name":"16.5 DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell for Dynamic Resource Switching","publication_year":2023,"publication_date":"2023-02-19","ids":{"openalex":"https://openalex.org/W4360605725","doi":"https://doi.org/10.1109/isscc42615.2023.10067352"},"language":"en","primary_location":{"id":"doi:10.1109/isscc42615.2023.10067352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isscc42615.2023.10067352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Solid- State Circuits Conference (ISSCC)","raw_type":"proceedings-article"},"type":"conference-paper","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":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, 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/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":"Zhiyong Li","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, 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":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, 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":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, 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":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010104451","display_name":"Juhyoung Lee","orcid":"https://orcid.org/0000-0002-2100-1024"},"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":"Juhyoung Lee","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748588","display_name":"Sangyeob Kim","orcid":"https://orcid.org/0000-0002-1783-5296"},"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":"Sangyeob Kim","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039062148","display_name":"Donghyeon Han","orcid":"https://orcid.org/0000-0002-5212-2072"},"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":"Donghyeon Han","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"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":["Korea Advanced Institute of Science and Technology,Daejeon,Korea","Korea Advanced Institute of Science and Technology, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology,Daejeon,Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":33.5335,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.99939198,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9973999857902527,"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":0.9564999938011169,"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":0.7118890285491943},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.671817421913147},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5760848522186279},{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.5332823395729065},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5080499649047852},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.47539791464805603},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.46758008003234863},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.45022034645080566},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.4273831844329834},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3743593096733093},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13395363092422485},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08885309100151062},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08555141091346741}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7118890285491943},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.671817421913147},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5760848522186279},{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.5332823395729065},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5080499649047852},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.47539791464805603},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.46758008003234863},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.45022034645080566},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.4273831844329834},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3743593096733093},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13395363092422485},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08885309100151062},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08555141091346741},{"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/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isscc42615.2023.10067352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isscc42615.2023.10067352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Solid- State Circuits Conference (ISSCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3134703406","https://openalex.org/W3135701542","https://openalex.org/W4220837341","https://openalex.org/W4286571868"],"related_works":["https://openalex.org/W2030816003","https://openalex.org/W4392590355","https://openalex.org/W4239992647","https://openalex.org/W2150013480","https://openalex.org/W1554458299","https://openalex.org/W81423522","https://openalex.org/W1509860481","https://openalex.org/W2488264085","https://openalex.org/W2076325756","https://openalex.org/W3151633427"],"abstract_inverted_index":{"In-memory":[0],"computing":[1],"(IMC)":[2],"processors":[3,122],"show":[4],"significant":[5],"energy":[6],"and":[7,26,52,58,146,164],"area":[8,107,133],"efficiency":[9,25,163],"for":[10,76,115,151,160],"deep":[11],"neural":[12],"network":[13],"(DNN)":[14],"processing":[15],"[1\u20133].":[16],"As":[17],"shown":[18],"in":[19,166],"Fig.":[20],"16.5.1,":[21],"despite":[22],"promising":[23],"macro-level":[24],"throughput,":[27],"there":[28],"remain":[29],"three":[30],"main":[31],"challenges":[32],"to":[33,36,105,109,129],"extending":[34],"gains":[35],"system":[37],"performance":[38],"with":[39,154],"a":[40,49,111,155],"high":[41],"integration":[42],"level.":[43],"First,":[44],"most":[45],"previous":[46,91,120],"works":[47],"had":[48],"fixed":[50,53],"configuration":[51],"size":[54,61],"of":[55,62,80,144],"IMC":[56,81,121,141],"macros,":[57],"when":[59],"the":[60,67,84,106,131],"macro":[63,149],"was":[64],"smaller":[65],"than":[66,100],"DNN":[68,167],"layer's":[69],"dimension,":[70],"repetitive":[71],"memory":[72],"accesses":[73],"were":[74],"required":[75,159],"IA/OA,":[77],"consuming":[78],">40%":[79],"power.":[82],"In":[83],"opposite":[85],"case,":[86],"macros":[87],"experience":[88],"underutilization.":[89],"Second,":[90],"eDRAM-based":[92],"[4\u20136]":[93],"IMCs":[94,102],"showed":[95],"even":[96],"lower":[97],"cell":[98,113,157],"density":[99],"SRAM-based":[101],"[1\u20133],":[103],"owing":[104],"needed":[108],"realize":[110],"large":[112,136],"capacitor":[114],"long":[116],"retention":[117],"time.":[118],"Third,":[119],"[1],":[123],"[2],":[124],"[5]":[125],"employed":[126],"bit":[127],"truncation":[128],"mitigate":[130],"ADC":[132],"overhead,":[134],"incurring":[135],"quantization":[137],"noise.":[138],"Consequently,":[139],"an":[140],"processor":[142],"capable":[143],"adapting":[145],"optimizing":[147],"its":[148],"architecture":[150],"varying":[152],"tasks":[153],"high-density":[156],"is":[158],"higher":[161],"system-level":[162],"throughput":[165],"processing.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}