{“id”:“https://openalex.org/W2781095682“,”doi“:”https://doi.org/10.109/tmscs.2017.2787109“,”title“:“用于低功耗和鲁棒人工神经网络的基于随机的突触和软限制神经元与自旋电子学器件”,“display_name”:“用于低耗能和鲁棒人工神经元网络的基于自旋电子学设备的随机突触和软件限制神经元”,“publication_year”:2018,“publiation_date”:“2018-07-01”,“ids”:{“openalex“:”https://openalex.org/W2781095682“,”doi“:”https://doi.org/10.109/tmscs.2017.2787109“,”mag“:”2781095682“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/tmscs.2017.2787109“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4210201583“,”display_name“:”多尺度计算系统上的IEEE事务“,”issn_l“:”2332-7766“,”isn“:[”2332-6766“、”2372-207X“],”is_oa“:false,”is.in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:nully,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“]any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5018409371“,”display_name“:”于白“,”兽人“:”https://orcid.org/0000-0002-2303-1120},“机构”:[{“id”:https://openalex.org/I142934699“,”display_name“:”加利福尼亚州立大学,Fullerton“,”ror“:”https://ror.org/02avqqw26“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I142934699“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Yu Bai“,”raw_affiliation_strings“:【”加利福尼亚州富勒顿加利福尼亚州立大学工程与计算机科学系“]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5047916979“,”display_name“:”德良凡“,”兽人“:”https://orcid.org/0000-0002-7989-6297},“机构”:[{“id”:https://openalex.org/I106165777“,”display_name“:”中佛罗里达大学“,”ror“:”https://ror.org/036nfer12“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I106165777“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Deliang Fan“,”raw _ afiliation_strings“:[“佛罗里达州奥兰多市中佛罗里达大学电气与计算机工程系”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5060908808“,”display_name“:”Mingjie Lin“,”orcid“:”https://orcid.org/0000-0002-8220-962X},“机构”:[{“id”:https://openalex.org/I106165777“,”display_name“:”中佛罗里达大学“,”ror“:”https://ror.org/036nfer12“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I106165777“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Mingjie Lin“,”raw _ afiliation_strings“:[“佛罗里达州奥兰多市中佛罗里达大学电气与计算机工程系”]}]“countries _ distinct_count”:1,”institutions _ disting_count“:2,”corresponding_author_idsapc_payd“:null,”has_fulltext“:true,”fulltext_origin“:”ngrams“,”cited_by_count“:9,”cited_by_percentile_year“:{”min“:86,”max“:87},”biblio“:{“volume”:“4”,“issue”:“3”,“first_page”:“463”,”last_page“:“476”},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T10502“,”“display_name”:“用于神经形态计算的记忆设备”,“score”:1.0,“subfield”:{“id”:“https://openalex.org/subfields/2208“,”display_name“:”电气与电子工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10502“,”“display_name”:“用于神经形态计算的记忆设备”,“score”:1.0,“subfield”:{“id”:“https://openalex.org/subfields/2208“,”display_name“:”电气与电子工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12808“,”display_name“:”低功率纳米应用的铁电器件“,”score“:0.9998,”subfield“:{”id“:”https://openalex.org/subfields/2208“,”display_name“:”电气与电子工程“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12611“,”“display_name”:“用于神经计算的光子库计算”,“score”:0.999,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/brain-inspired-computing网站“,”display_name“:”灵感计算“,”score“:0.523737},{”id“:”https://openalex.org/keywords/neuromorphic-computing网站“,”display_name“:”神经形态计算“,”score“:0.521988},{”id“:”https://openalex.org/keywords/resistive-switching网站“,”display_name“:”电阻开关“,”score“:0.51343},{”id“:”https://openalex.org/keywords/spinging-neurons网站“,”display_name“:”尖峰神经元“,”score“:0.509615},{”id“:”https://openalex.org/keywords/synaptic-plasticity(https://openalex.org/keywords/synaptic-plasticity)“,”display_name“:”突触可塑性“,”score“:0.505071}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7386847},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.6225387},{”id“:”https://openalex.org/C46362747,“wikidata”:https://www.wikidata.org/wiki/Q173431“,”display_name“:”CMOS“,”level“:2,”score“:0.4593466},{”id“:”https://openalex.org/C24326235,“wikidata”:https://www.wikidata.org/wiki/Q126095“,”display_name“:”电子工程“,”level“:1,”score“:0.40977427},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.3616657},{”id“:”https://openalex.org/C113775141,“wikidata”:https://www.wikidata.org/wiki/Q428691“,”display_name“:”计算机工程“,”level“:1,”score“:0.36146468},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”Engineering“,”level“:0,”score“:0.15295997}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/tmscs.2017.2787109“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4210201583“,”display_name“:”多尺度计算系统上的IEEE事务“,”issn_l“:”2332-7766“,”isn“:[”2332-6766“、”2372-207X“],”is_oa“:false,”is.in_doaj“:false,”host_organization“:”https://openalex.org/P4310318808“,”“host_organization_name”:“电气与电子工程师学会”,“host_ordanization_lineage”:[“https://openalex.org/P4310318808“],”host_organization_lineage_names“:[”电气与电子工程师协会“],“type”:“journal”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:null,“sustainable_development_goals”:[{“score”:0.88,“display_name”:“负担得起的清洁能源”,“id”:”https://metadata.un.org/sdg/7“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:65,”referrenced_works“:【”https://openalex.org/W1511688816","https://openalex.org/W1542981317","https://openalex.org/W1576891459","https://openalex.org/W1585203382","https://openalex.org/W1967111356","https://openalex.org/W1974831841","https://openalex.org/W1974982475","https://openalex.org/W1975147165","https://openalex.org/W1977765713","https://openalex.org/W1986241979","https://openalex.org/W1988630495","https://openalex.org/W1994014554","https://openalex.org/W1995884161","https://openalex.org/W1997971931","https://openalex.org/W1999802284","https://openalex.org/W2004596214","https://openalex.org/W2009295681","https://openalex.org/W2015570990","https://openalex.org/W2018459139","https://openalex.org/W2025674646","https://openalex.org/W2028070629","https://openalex.org/W2034965802","https://openalex.org/W2037311127","https://openalex.org/W2039362187","https://openalex.org/W2039375332","https://openalex.org/W2040687898","https://openalex.org/W2048803031","https://openalex.org/W2053477011","https://openalex.org/W205578529","https://openalex.org/W2056052206","https://openalex.org/W2060969833","https://openalex.org/W2063927304","https://openalex.org/W2066670907","https://openalex.org/W2070584461","https://openalex.org/W2072613416","https://openalex.org/W2093234877","https://openalex.org/W2096199318","https://openalex.org/W2097203843","https://openalex.org/W2097566223","https://openalex.org/W2098470668","https://openalex.org/W2105104021","https://openalex.org/W2118914590","https://openalex.org/W2119871004","https://openalex.org/W2120552508","https://openalex.org/W2127574124","https://openalex.org/W2135340605","https://openalex.org/W2140676977网址","https://openalex.org/W2146935838","https://openalex.org/W2151770284","https://openalex.org/W2157581401","https://openalex.org/W2158369196","https://openalex.org/W2160121923","https://openalex.org/W2160564965","https://openalex.org/W2160799365","https://openalex.org/W2215936696","https://openalex.org/W2323986115","https://openalex.org/W2334564994","https://openalex.org/W2404427863","https://openalex.org/W2514517898","https://openalex.org/W2549630556","https://openalex.org/W2613124046","https://openalex.org/W35840310","https://openalex.org/W4246542941","https://openalex.org/W4253182373","https://openalex.org/W86197152“],”related_works“:[”https://openalex.org/W4386230336","https://openalex.org/W4306968100","https://openalex.org/W3204141294","https://openalex.org/W3014521742","https://openalex.org/W2617868873","https://openalex.org/W2171986175","https://openalex.org/W2109445684","https://openalex.org/W2089791793","https://openalex.org/W2038858740","https://openalex.org/W1491218245“],”ngrams_url“:”https://api.openalex.org/works/W2781095682/ngrams网站“,”“abstract_inverted_index”:{“We”:[0,81],“propose”:[1],“an”:[2],“innovative”:[3],“基于随机的”:[4],“计算”:[5],“架构”:[6,86],“to”:[7134145],“实现”:[8],“低功耗”:[9],“和”:[10,22,55,77120126151],“鲁棒”:[11],“人工”:[12],“神经”:[13101139],”网络:[14154],“(S-ANN)”:[15],“with”:[16,67,75],“both”:[17],“magnetic“:[18],”tunneling“:[19],”junction“:[20],”(MTJ)“:[21],”Domain“:[23],”Wall“:[24],”(DW)“:[2],”devices。“:[26],“Our”:[27],“mixed-model”:[28],“HSPICE”:[29],“simulation”:[30],“results”:[31],“have”:[32],“show”:[33],“that”:[34],“for”:[35],“a”:[36,41,89128],“knowled”:[37],“pattern”:[38],“recognition”:[39],“task,”:[40],“34-neuron”:【42】,“S-ANN”:[43,85],“实现”:[44],“达到”:[45,87],“更多”:[46],“超过”:[47],“1.5”:[48],“订单”:[49,57],““:[50,58],“量级”:[51,59],“较低”:[52],“能量”:[53],“消耗”:[54],“2.5”:[56],“较少”:[60],“隐藏”:[61],“层”:[62],“芯片”:[63],“面积”:[64],“当”:[65],“比较”:[66],“其”:[68153],“基于确定性”:[69],“ANN”:[70149],“对应物”:[71],“which”:[72],“are”:[73103],“implemented”:[74127],“digital”:%76],“analogical”:[78],“CMOS”:[79],“电路。“:[80],”相信“:[82],”那“:[83142],”我们的“:[84],”这样“:[88],”非凡“:[90],”性能“:[91],”收益“:[92],”通过“:[93116],”杠杆“:[94],”两个“:[95],”关键“:[96],”想法。“:[97],“First,”:[98],“because”:[99],“all”:[100],“signals”:[102],“encoded”:[104],“as”:[105],“random”:[106],“bit”:[107118],“streams”:[108],“the”:[109137147],“standard”:[110],“weighted-sum”:[111],“synaps”:[112],“can”:[113],“be”:[114],“completed”:+115],“随机”:[117],“写入”:[119],“读取”:[121],“程序。“:[122],“第二,”:[123],“我们”:[124],“设计”:[125],“新颖”:[129],“多相”:[130],“泵浦”:[131],“电路”:[132],“结构”:[133],“有效”:[135],“实现”:[136],“软线性”:[138],“传输”:[140],“功能”:[141],“是”:[143],“基本”:[144],“改进”:[146],“总体”:[148],能力“:[150],”减少“:[152],”复杂性。“:[155]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2781095682“,”counts_by_year“:[{“年份”:2022,”cited_by_count“:2},{“年度”:2021,”ciped_by_cunt“:3},”{“年”:2020,“cited_by_count”:1},“年份”:2019,”cited_by_count