{"id":"https://openalex.org/W3049223108","doi":"https://doi.org/10.1109/mdat.2020.3016587","title":"Merged Logic and Memory Fabrics for Accelerating Machine Learning Workloads","display_name":"Merged Logic and Memory Fabrics for Accelerating Machine Learning Workloads","publication_year":2020,"publication_date":"2020-08-14","ids":{"openalex":"https://openalex.org/W3049223108","doi":"https://doi.org/10.1109/mdat.2020.3016587","mag":"3049223108"},"language":"en","primary_location":{"id":"doi:10.1109/mdat.2020.3016587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdat.2020.3016587","pdf_url":null,"source":{"id":"https://openalex.org/S4210176427","display_name":"IEEE Design and Test","issn_l":"2168-2356","issn":["2168-2356","2168-2364"],"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 Design &amp; Test","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/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"],"raw_orcid":"https://orcid.org/0000-0002-0227-0421","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","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":false,"raw_author_name":"Samuel Spetalnick","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018582515","display_name":"Yan Fang","orcid":"https://orcid.org/0000-0002-5416-3302"},"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":"Yan Fang","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":"https://orcid.org/0000-0002-5416-3302","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"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":["School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-8391-0576","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":1.3123,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80376029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"38","issue":"1","first_page":"39","last_page":"68"},"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":0.9998000264167786,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.8049287796020508},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6084468364715576},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.41885846853256226},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.35581445693969727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049287796020508},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6084468364715576},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.41885846853256226},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35581445693969727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mdat.2020.3016587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mdat.2020.3016587","pdf_url":null,"source":{"id":"https://openalex.org/S4210176427","display_name":"IEEE Design and Test","issn_l":"2168-2356","issn":["2168-2356","2168-2364"],"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 Design &amp; Test","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":211,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1498436455","https://openalex.org/W1500666599","https://openalex.org/W1515091640","https://openalex.org/W1531147699","https://openalex.org/W1558276618","https://openalex.org/W1575483315","https://openalex.org/W1665214252","https://openalex.org/W1686810756","https://openalex.org/W1736325303","https://openalex.org/W1836465849","https://openalex.org/W1964288235","https://openalex.org/W1966058111","https://openalex.org/W1970587239","https://openalex.org/W1970658752","https://openalex.org/W1973433558","https://openalex.org/W1987760418","https://openalex.org/W1988425770","https://openalex.org/W1996133658","https://openalex.org/W1999085092","https://openalex.org/W2004823737","https://openalex.org/W2010202670","https://openalex.org/W2016106189","https://openalex.org/W2025535306","https://openalex.org/W2032281403","https://openalex.org/W2034903856","https://openalex.org/W2035054741","https://openalex.org/W2035257891","https://openalex.org/W2038390943","https://openalex.org/W2040683120","https://openalex.org/W2042862454","https://openalex.org/W2043221330","https://openalex.org/W2047220345","https://openalex.org/W2047644389","https://openalex.org/W2048266589","https://openalex.org/W2051220390","https://openalex.org/W2051736202","https://openalex.org/W2064675550","https://openalex.org/W2070339839","https://openalex.org/W2076310721","https://openalex.org/W2079529844","https://openalex.org/W2083343565","https://openalex.org/W2094043668","https://openalex.org/W2095103086","https://openalex.org/W2108598243","https://openalex.org/W2112181056","https://openalex.org/W2114924497","https://openalex.org/W2122352981","https://openalex.org/W2124632665","https://openalex.org/W2127795402","https://openalex.org/W2130322959","https://openalex.org/W2130914360","https://openalex.org/W2136683769","https://openalex.org/W2138913040","https://openalex.org/W2144476064","https://openalex.org/W2152839228","https://openalex.org/W2163605009","https://openalex.org/W2168972302","https://openalex.org/W2194775991","https://openalex.org/W2248684927","https://openalex.org/W2267635276","https://openalex.org/W2286365479","https://openalex.org/W2288365131","https://openalex.org/W2289252105","https://openalex.org/W2290316169","https://openalex.org/W2297862270","https://openalex.org/W2300242332","https://openalex.org/W2303043972","https://openalex.org/W2319920447","https://openalex.org/W2334364695","https://openalex.org/W2337180699","https://openalex.org/W2398119185","https://openalex.org/W2402144811","https://openalex.org/W2407647853","https://openalex.org/W2433248078","https://openalex.org/W2492987453","https://openalex.org/W2507556850","https://openalex.org/W2508602506","https://openalex.org/W2515432102","https://openalex.org/W2518281301","https://openalex.org/W2527099873","https://openalex.org/W2537444166","https://openalex.org/W2545348996","https://openalex.org/W2552737632","https://openalex.org/W2583357209","https://openalex.org/W2583536366","https://openalex.org/W2585407525","https://openalex.org/W2592389822","https://openalex.org/W2594492285","https://openalex.org/W2604319603","https://openalex.org/W2606722458","https://openalex.org/W2613989746","https://openalex.org/W2736591611","https://openalex.org/W2747730547","https://openalex.org/W2765081478","https://openalex.org/W2772460552","https://openalex.org/W2776819654","https://openalex.org/W2782046614","https://openalex.org/W2783525259","https://openalex.org/W2785141883","https://openalex.org/W2787513570","https://openalex.org/W2790925711","https://openalex.org/W2791687715","https://openalex.org/W2792488046","https://openalex.org/W2793168176","https://openalex.org/W2793776854","https://openalex.org/W2798554798","https://openalex.org/W2798654995","https://openalex.org/W2799043997","https://openalex.org/W2800717486","https://openalex.org/W2803113791","https://openalex.org/W2807268759","https://openalex.org/W2807750997","https://openalex.org/W2808970127","https://openalex.org/W2809171749","https://openalex.org/W2809624076","https://openalex.org/W2811080765","https://openalex.org/W2883451745","https://openalex.org/W2885334747","https://openalex.org/W2889448077","https://openalex.org/W2889797931","https://openalex.org/W2894696827","https://openalex.org/W2898878850","https://openalex.org/W2900170773","https://openalex.org/W2912664664","https://openalex.org/W2913402275","https://openalex.org/W2914754358","https://openalex.org/W2920954974","https://openalex.org/W2921351161","https://openalex.org/W2921622930","https://openalex.org/W2921918777","https://openalex.org/W2922246768","https://openalex.org/W2944277299","https://openalex.org/W2945146780","https://openalex.org/W2946435186","https://openalex.org/W2949117887","https://openalex.org/W2949674408","https://openalex.org/W2952339051","https://openalex.org/W2953235111","https://openalex.org/W2953384591","https://openalex.org/W2962225505","https://openalex.org/W2962998014","https://openalex.org/W2963122961","https://openalex.org/W2963385418","https://openalex.org/W2963387357","https://openalex.org/W2963446712","https://openalex.org/W2963709416","https://openalex.org/W2964115671","https://openalex.org/W2964164125","https://openalex.org/W2964402976","https://openalex.org/W2965347706","https://openalex.org/W2966740705","https://openalex.org/W2969472294","https://openalex.org/W2970971581","https://openalex.org/W2971315489","https://openalex.org/W2971607840","https://openalex.org/W2971725354","https://openalex.org/W2979568057","https://openalex.org/W2980812807","https://openalex.org/W2982316857","https://openalex.org/W2997869757","https://openalex.org/W3015655039","https://openalex.org/W3016542674","https://openalex.org/W3022644913","https://openalex.org/W3033519076","https://openalex.org/W3034108557","https://openalex.org/W3091350994","https://openalex.org/W3099073033","https://openalex.org/W3112740243","https://openalex.org/W3132905918","https://openalex.org/W3165543823","https://openalex.org/W4233443202","https://openalex.org/W4244024631","https://openalex.org/W4253012315","https://openalex.org/W4285051865","https://openalex.org/W4289665975","https://openalex.org/W4293718192","https://openalex.org/W4295262505","https://openalex.org/W4295312788","https://openalex.org/W6618372016","https://openalex.org/W6634224931","https://openalex.org/W6637242042","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6659307720","https://openalex.org/W6679354847","https://openalex.org/W6684191040","https://openalex.org/W6684474170","https://openalex.org/W6693397755","https://openalex.org/W6696004547","https://openalex.org/W6696953461","https://openalex.org/W6700264148","https://openalex.org/W6705165511","https://openalex.org/W6713134421","https://openalex.org/W6732367070","https://openalex.org/W6748319235","https://openalex.org/W6751528251","https://openalex.org/W6753069482","https://openalex.org/W6753770798","https://openalex.org/W6758158845","https://openalex.org/W6758339221","https://openalex.org/W6760613841","https://openalex.org/W6763310536","https://openalex.org/W6766978945","https://openalex.org/W6767930887","https://openalex.org/W6770265160","https://openalex.org/W6774800637","https://openalex.org/W6776372927","https://openalex.org/W6776676082","https://openalex.org/W6779593417","https://openalex.org/W6781275091"],"related_works":["https://openalex.org/W2374512474","https://openalex.org/W3003815297","https://openalex.org/W2033591085","https://openalex.org/W2067860068","https://openalex.org/W2149100091","https://openalex.org/W2063064158","https://openalex.org/W2357576365","https://openalex.org/W1986724511","https://openalex.org/W2364612676","https://openalex.org/W2004743567"],"abstract_inverted_index":{"Designing":[0],"hardware":[1],"accelerators":[2],"for":[3,28],"machine":[4],"learning":[5],"(ML)":[6],"applications":[7],"is":[8],"a":[9,15],"well-researched":[10],"problem.":[11],"This":[12],"article":[13],"presents":[14],"tutorial":[16],"regarding":[17],"new":[18],"computing":[19,30],"architectures,":[20],"circuits":[21],"techniques,":[22],"and":[23],"multiple":[24],"promising":[25],"device":[26],"technologies":[27],"in-memory":[29],"targeting":[31],"ML":[32],"workloads.":[33]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
