{"id":"https://openalex.org/W4286571709","doi":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830265","title":"The Rise of Memory in the Ever-Changing AI Era \u2013 From Memory to More-Than-Memory","display_name":"The Rise of Memory in the Ever-Changing AI Era \u2013 From Memory to More-Than-Memory","publication_year":2022,"publication_date":"2022-06-12","ids":{"openalex":"https://openalex.org/W4286571709","doi":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830265"},"language":"en","primary_location":{"id":"doi:10.1109/vlsitechnologyandcir46769.2022.9830265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830265","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","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 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","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/A5072774843","display_name":"Seok\u2010Hee Lee","orcid":"https://orcid.org/0000-0001-7382-9563"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]},{"id":"https://openalex.org/I140777494","display_name":"Solid State Physics Laboratory","ror":"https://ror.org/03efa9j76","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I140777494","https://openalex.org/I4210150591"]}],"countries":["IN","US"],"is_corresponding":true,"raw_author_name":"Seok-Hee Lee","raw_affiliation_strings":["Solidigm,San Jose,United State","Solidigm, San Jose, United State"],"affiliations":[{"raw_affiliation_string":"Solidigm,San Jose,United State","institution_ids":["https://openalex.org/I140777494","https://openalex.org/I51504820"]},{"raw_affiliation_string":"Solidigm, San Jose, United State","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072774843"],"corresponding_institution_ids":["https://openalex.org/I140777494","https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":1.9438,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86651835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983999729156494,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7477924227714539},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.6240069270133972},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.5399923324584961},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.512370228767395},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.4900766611099243},{"id":"https://openalex.org/keywords/phase-change-memory","display_name":"Phase-change memory","score":0.4890938401222229},{"id":"https://openalex.org/keywords/flat-memory-model","display_name":"Flat memory model","score":0.46190911531448364},{"id":"https://openalex.org/keywords/non-volatile-memory","display_name":"Non-volatile memory","score":0.41434401273727417},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34122464060783386},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3387875258922577},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.14911732077598572},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12407985329627991}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7477924227714539},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.6240069270133972},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.5399923324584961},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.512370228767395},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.4900766611099243},{"id":"https://openalex.org/C64142963","wikidata":"https://www.wikidata.org/wiki/Q1153902","display_name":"Phase-change memory","level":3,"score":0.4890938401222229},{"id":"https://openalex.org/C57863822","wikidata":"https://www.wikidata.org/wiki/Q905488","display_name":"Flat memory model","level":4,"score":0.46190911531448364},{"id":"https://openalex.org/C177950962","wikidata":"https://www.wikidata.org/wiki/Q10997658","display_name":"Non-volatile memory","level":2,"score":0.41434401273727417},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34122464060783386},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3387875258922577},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.14911732077598572},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12407985329627991},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.0},{"id":"https://openalex.org/C133256868","wikidata":"https://www.wikidata.org/wiki/Q7180940","display_name":"Phase change","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlsitechnologyandcir46769.2022.9830265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830265","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","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 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W404273155","https://openalex.org/W601439785","https://openalex.org/W2889354425","https://openalex.org/W4242637094","https://openalex.org/W4243651251","https://openalex.org/W4365806496"],"related_works":["https://openalex.org/W3048967625","https://openalex.org/W4312264564","https://openalex.org/W4248614727","https://openalex.org/W2074563599","https://openalex.org/W2296275612","https://openalex.org/W1554378476","https://openalex.org/W2999459628","https://openalex.org/W2043352873","https://openalex.org/W1979384060","https://openalex.org/W2199439667"],"abstract_inverted_index":{"Innovation":[0],"in":[1,47,74,79,129,192],"the":[2,17,25,53,69,76,90,95,101,154,159,172,203,212],"memory":[3,50,64,72,120,160],"semiconductor":[4],"industry":[5,214],"has":[6,107],"continued":[7],"to":[8,15,51,88,100,116,131,152,221],"provide":[9],"a":[10,168,216,223],"number":[11],"of":[12,19,63,158,171,205],"key":[13],"solutions":[14,138],"address":[16],"challenges":[18],"ever-changing,":[20],"data-driven":[21],"computing.":[22],"However,":[23],"besides":[24],"demand":[26,42],"for":[27,43],"high":[28,35],"performance,":[29],"low":[30,32],"power,":[31],"cost,":[33],"and":[34,82,113,121,189,196,225],"capacity,":[36],"there":[37],"is":[38,114],"also":[39],"an":[40],"increasing":[41],"more":[44,226],"smart":[45],"functionalities":[46],"or":[48],"near":[49],"minimize":[52],"data":[54],"movement.In":[55],"this":[56],"paper,":[57],"we":[58,67],"will":[59,97,149,175],"share":[60],"our":[61,165,194],"vision":[62],"innovation.":[65],"First,":[66],"begin":[68],"journey":[70,96,204],"with":[71,110,125],"extension,":[73],"which":[75],"conventional":[77],"scaling":[78,92],"both":[80],"DRAM":[81],"NAND":[83],"can":[84],"be":[85,150,176,209],"pushed":[86],"further":[87],"defy":[89],"device":[91],"limits.":[93],"Then,":[94],"ultimately":[98],"lead":[99],"memory-centric":[102,105],"transformation.":[103],"The":[104],"transformation":[106],"just":[108],"begun":[109],"PIM":[111],"(Processing-In-Memory)":[112],"expected":[115],"evolve":[117],"by":[118,140],"bringing":[119],"logic":[122],"closer":[123],"together":[124],"advanced":[126],"packaging":[127],"techniques":[128],"order":[130],"achieve":[132],"optimal":[133],"system":[134],"performance.In":[135],"addition,":[136],"new":[137,141],"enabled":[139],"interfaces":[142],"such":[143],"as":[144,167,215],"CXL":[145],"(Compute":[146],"Express":[147],"Link)":[148],"introduced":[151],"enhance":[153],"current":[155],"value":[156],"proposition":[157],"technology.Last":[161],"but":[162],"not":[163],"least,":[164],"endeavors":[166],"responsible":[169],"member":[170],"global":[173],"community":[174],"introduced.":[177],"Our":[178],"ongoing":[179],"efforts":[180],"are":[181],"focused":[182],"on":[183],"reducing":[184],"carbon":[185],"emissions,":[186],"water":[187],"usage,":[188],"power":[190],"consumption":[191],"all":[193],"products":[195],"manufacturing":[197],"processes.SK":[198],"hynix":[199],"truly":[200],"believes":[201],"that":[202],"Memory":[206],"would":[207],"only":[208],"possible":[210],"when":[211],"ICT":[213],"whole":[217],"embraces":[218],"open":[219],"innovation":[220],"create":[222],"better":[224],"sustainable":[227],"world.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
