{"id":"https://openalex.org/W4312920827","doi":"https://doi.org/10.1109/iscas48785.2022.9937759","title":"Holistic approaches to memory solutions for the Autonomous Driving Era","display_name":"Holistic approaches to memory solutions for the Autonomous Driving Era","publication_year":2022,"publication_date":"2022-05-28","ids":{"openalex":"https://openalex.org/W4312920827","doi":"https://doi.org/10.1109/iscas48785.2022.9937759"},"language":"en","primary_location":{"id":"doi:10.1109/iscas48785.2022.9937759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937759","pdf_url":null,"source":{"id":"https://openalex.org/S4363604393","display_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","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 Symposium on Circuits and Systems (ISCAS)","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/A5032880274","display_name":"Daeyong Shim","orcid":null},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Daeyong Shim","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039665161","display_name":"Chunseok Jeong","orcid":"https://orcid.org/0009-0004-1666-7878"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chunseok Jeong","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015199593","display_name":"Eun\u2010Cheol Lee","orcid":"https://orcid.org/0000-0002-8493-0031"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Euncheol Lee","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101183107","display_name":"Junmo Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junmo Kang","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074776114","display_name":"Seokcheol Yoon","orcid":null},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokcheol Yoon","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083561473","display_name":"Yongkee Kwon","orcid":"https://orcid.org/0009-0001-9511-4734"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongkee Kwon","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051989657","display_name":"Il Memming Park","orcid":"https://orcid.org/0000-0002-4255-7750"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Il Park","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102250610","display_name":"Hyun Ahn","orcid":null},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Ahn","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061990786","display_name":"Seonyong Cha","orcid":"https://orcid.org/0000-0002-9957-8931"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonyong Cha","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019952613","display_name":"Jinkook Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinkook Kim","raw_affiliation_strings":["SK hynix,Icheon,South Korea","SK hynix, Icheon, South Korea"],"affiliations":[{"raw_affiliation_string":"SK hynix,Icheon,South Korea","institution_ids":["https://openalex.org/I134353371"]},{"raw_affiliation_string":"SK hynix, Icheon, South Korea","institution_ids":["https://openalex.org/I134353371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5032880274"],"corresponding_institution_ids":["https://openalex.org/I134353371"],"apc_list":null,"apc_paid":null,"fwci":1.2876,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7952841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11992","display_name":"CCD and CMOS Imaging Sensors","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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7814195156097412},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.6753300428390503},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.616235077381134},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5762953758239746},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.49003326892852783},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.47409069538116455},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4678764045238495},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.4399010241031647},{"id":"https://openalex.org/keywords/in-memory-processing","display_name":"In-Memory Processing","score":0.42015019059181213},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.33209335803985596},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3116391897201538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.247594952583313},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.17640957236289978},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13984808325767517},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11929774284362793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7814195156097412},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.6753300428390503},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.616235077381134},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5762953758239746},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.49003326892852783},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.47409069538116455},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4678764045238495},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.4399010241031647},{"id":"https://openalex.org/C123593499","wikidata":"https://www.wikidata.org/wiki/Q6008583","display_name":"In-Memory Processing","level":5,"score":0.42015019059181213},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.33209335803985596},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3116391897201538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.247594952583313},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.17640957236289978},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13984808325767517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11929774284362793},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.0},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.0},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas48785.2022.9937759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937759","pdf_url":null,"source":{"id":"https://openalex.org/S4363604393","display_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","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 Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W2048266589","https://openalex.org/W2076063813","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2152839228","https://openalex.org/W2163605009","https://openalex.org/W2285660444","https://openalex.org/W2896090304","https://openalex.org/W2982008795","https://openalex.org/W3100710793","https://openalex.org/W3116606393","https://openalex.org/W3116674750","https://openalex.org/W3134274954","https://openalex.org/W4221001402","https://openalex.org/W6631943919","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2616898560","https://openalex.org/W3047109430","https://openalex.org/W2773100214","https://openalex.org/W3089063574","https://openalex.org/W4308098692","https://openalex.org/W2907099463","https://openalex.org/W2019583921","https://openalex.org/W4200536635","https://openalex.org/W2622793937","https://openalex.org/W2514878379"],"abstract_inverted_index":{"As":[0],"DNNs":[1],"improving":[2],"state-of-the-art":[3],"accuracy":[4],"on":[5],"many":[6],"artificial":[7],"intelligence":[8],"(AI)":[9],"applications":[10],"such":[11],"as":[12],"computer":[13],"vision":[14],"processing":[15,21],"for":[16],"autonomous":[17,117],"driving,":[18],"the":[19,31,39,46,80,102,115],"data":[20],"bandwidth":[22],"and":[23,30,49,69,72,88],"power":[24,106],"consumption":[25],"between":[26],"neural":[27],"network":[28],"accelerator":[29,108],"off-chip":[32],"memory":[33,89,93],"are":[34],"big":[35],"challenge":[36],"to":[37],"enhance":[38],"compute":[40,48],"performance":[41],"metric":[42],"TOPs/watt.":[43],"To":[44],"overcome":[45],"limited":[47],"energy":[50],"resources":[51],"in":[52,59,64,101],"automobile":[53],"environment,":[54],"inferencing":[55],"by":[56,83],"PIM":[57],"(Processing":[58],"Memory)":[60,65],"or":[61],"AiM":[62],"(Accelerator":[63],"which":[66],"deployed":[67],"MAC(Multiply":[68],"Accumulation)":[70],"units":[71],"activation":[73],"function":[74],"inside":[75,99],"DRAM":[76],"is":[77],"one":[78],"of":[79],"key":[81],"solution":[82],"using":[84],"multi":[85],"bank":[86],"parallelism":[87],"cell":[90],"architecture.":[91],"When":[92],"technology":[94],"equipped":[95],"with":[96],"analog":[97,107],"logic":[98],"mature":[100],"near":[103],"future,":[104],"ultra-low":[105],"based":[109],"neuromorphic":[110],"computing":[111],"architecture":[112],"will":[113],"lead":[114],"future":[116],"driving":[118],"solution.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
