{"id":"https://openalex.org/W4280520026","doi":"https://doi.org/10.23919/date54114.2022.9774504","title":"Triple-Skipping Near-MRAM Computing Framework for AIoT Era","display_name":"Triple-Skipping Near-MRAM Computing Framework for AIoT Era","publication_year":2022,"publication_date":"2022-03-14","ids":{"openalex":"https://openalex.org/W4280520026","doi":"https://doi.org/10.23919/date54114.2022.9774504"},"language":"en","primary_location":{"id":"doi:10.23919/date54114.2022.9774504","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","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/A5008745753","display_name":"Juntong Chen","orcid":"https://orcid.org/0000-0001-9689-216X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntong Chen","raw_affiliation_strings":["National ASIC System Engineering Research Center, Southeast University,Nanjing,China","National ASIC System Engineering Research Center, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089840020","display_name":"Hao Cai","orcid":"https://orcid.org/0000-0002-0566-9411"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Cai","raw_affiliation_strings":["National ASIC System Engineering Research Center, Southeast University,Nanjing,China","National ASIC System Engineering Research Center, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461621","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-0894-1054"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["National ASIC System Engineering Research Center, Southeast University,Nanjing,China","National ASIC System Engineering Research Center, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101505697","display_name":"Jun Yang","orcid":"https://orcid.org/0000-0002-7603-6494"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yang","raw_affiliation_strings":["National ASIC System Engineering Research Center, Southeast University,Nanjing,China","National ASIC System Engineering Research Center, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"National ASIC System Engineering Research Center, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":2.9502,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87482465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1401","last_page":"1406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10049","display_name":"Magnetic properties of thin films","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10049","display_name":"Magnetic properties of thin films","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/magnetoresistive-random-access-memory","display_name":"Magnetoresistive random-access memory","score":0.8438924551010132},{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.6426821947097778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616782546043396},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6049533486366272},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5908753275871277},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5676054358482361},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.555677056312561},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4732418954372406},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.47133493423461914},{"id":"https://openalex.org/keywords/in-memory-processing","display_name":"In-Memory Processing","score":0.4703894853591919},{"id":"https://openalex.org/keywords/spin-transfer-torque","display_name":"Spin-transfer torque","score":0.46262454986572266},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3947356045246124},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.29436057806015015},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.29122257232666016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22199106216430664},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17486855387687683},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.15497064590454102},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13896936178207397},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.11632424592971802}],"concepts":[{"id":"https://openalex.org/C46891859","wikidata":"https://www.wikidata.org/wiki/Q1061546","display_name":"Magnetoresistive random-access memory","level":3,"score":0.8438924551010132},{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.6426821947097778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616782546043396},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6049533486366272},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5908753275871277},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5676054358482361},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.555677056312561},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4732418954372406},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.47133493423461914},{"id":"https://openalex.org/C123593499","wikidata":"https://www.wikidata.org/wiki/Q6008583","display_name":"In-Memory Processing","level":5,"score":0.4703894853591919},{"id":"https://openalex.org/C609986","wikidata":"https://www.wikidata.org/wiki/Q844840","display_name":"Spin-transfer torque","level":4,"score":0.46262454986572266},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3947356045246124},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.29436057806015015},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.29122257232666016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22199106216430664},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17486855387687683},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.15497064590454102},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13896936178207397},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.11632424592971802},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0},{"id":"https://openalex.org/C32546565","wikidata":"https://www.wikidata.org/wiki/Q856711","display_name":"Magnetization","level":3,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date54114.2022.9774504","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2030671441","https://openalex.org/W2289252105","https://openalex.org/W2333032139","https://openalex.org/W2625457103","https://openalex.org/W2778345336","https://openalex.org/W2787707688","https://openalex.org/W2809295488","https://openalex.org/W2910318317","https://openalex.org/W2912358078","https://openalex.org/W3016245653","https://openalex.org/W3105314631","https://openalex.org/W3133715175","https://openalex.org/W3137147200","https://openalex.org/W3186967175","https://openalex.org/W4251775051","https://openalex.org/W4289441319","https://openalex.org/W6757060409","https://openalex.org/W6776605763","https://openalex.org/W6791579311","https://openalex.org/W6791940793"],"related_works":["https://openalex.org/W4388285079","https://openalex.org/W2546997659","https://openalex.org/W2733919783","https://openalex.org/W2425808153","https://openalex.org/W2404332818","https://openalex.org/W4281561022","https://openalex.org/W2188761345","https://openalex.org/W3006384944","https://openalex.org/W393693633","https://openalex.org/W60430064"],"abstract_inverted_index":{"Near":[0],"memory":[1,27],"computing":[2],"(NMC)":[3],"paradigm":[4],"shows":[5],"great":[6],"significance":[7],"in":[8,32,70,99],"non-von":[9],"Neumann":[10],"architecture":[11],"to":[12,135,141,145],"reduce":[13],"data":[14],"movement.":[15],"The":[16,58,89,118,155],"normally-off":[17],"and":[18,78,108,161,169],"instance-on":[19],"characteristics":[20],"of":[21,92,158],"spin-transfer":[22],"torque":[23],"magnetic":[24],"random":[25],"access":[26,157],"(STT-MRAM)":[28],"promise":[29],"energy-efficient":[30],"storage":[31],"the":[33,162,174],"AIoT":[34],"era.":[35],"To":[36],"avoid":[37],"unnecessary":[38],"memory-related":[39],"processing,":[40],"we":[41],"propose":[42],"a":[43,64,93,109],"novel":[44],"write-read-calculation":[45],"triple-skipping":[46],"(TS)":[47],"NMC":[48,113],"for":[49,112],"multiply-accumulate":[50],"(MAC)":[51],"operation":[52],"with":[53,63,103,115],"minimally":[54],"modified":[55],"peripheral":[56],"circuits.":[57],"proposed":[59],"TS-NMC":[60,119],"is":[61,97],"evaluated":[62],"custom":[65],"micro":[66],"control":[67],"unit":[68],"(MCU)":[69],"28-nm":[71],"high-K":[72],"metal":[73],"gate":[74],"(HKMG)":[75],"CMOS":[76],"process":[77],"foundry":[79],"announced":[80],"universal":[81],"two-transistor":[82],"two-magnetic":[83],"tunnel":[84],"junction":[85],"(2T-2MTJ)":[86],"MRAM":[87],"cell.":[88],"framework":[90,131],"consists":[91],"sparse":[94],"flag":[95],"which":[96],"defined":[98],"extra":[100],"STT-MRAM":[101],"columns":[102],"only":[104],"0.73%":[105],"area":[106],"overhead,":[107],"calculation":[110],"block":[111],"logic":[114],"9.9%":[116],"overhead.":[117],"can":[120,132,164],"successfully":[121],"work":[122],"at":[123],"0.6-V":[124],"supply":[125],"voltage":[126],"under":[127],"20MHz.":[128],"This":[129],"Near-MRAM":[130],"offer":[133],"up":[134],"~9S.6":[136],"%":[137],"energy":[138,156],"saving":[139],"compared":[140],"commercial":[142],"SRAM":[143],"refer":[144],"ultra-low-power":[146],"benchmark":[147],"(ULP-Benchmark).":[148],"Classification":[149],"task":[150],"on":[151],"MNIST":[152],"takes":[153],"13nJ/pattern.":[154],"memory,":[159],"calculation,":[160],"total":[163],"be":[165],"reduced":[166],"by$52.49\\times,":[167],"2.7\\times$,":[168],"11.3":[170],"\u00d7":[171],"respectively":[172],"from":[173],"TS":[175],"scheme.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
