{"id":"https://openalex.org/W4213263937","doi":"https://doi.org/10.1109/asp-dac52403.2022.9712596","title":"Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines","display_name":"Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines","publication_year":2022,"publication_date":"2022-01-17","ids":{"openalex":"https://openalex.org/W4213263937","doi":"https://doi.org/10.1109/asp-dac52403.2022.9712596"},"language":"en","primary_location":{"id":"doi:10.1109/asp-dac52403.2022.9712596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asp-dac52403.2022.9712596","pdf_url":null,"source":{"id":"https://openalex.org/S4363608500","display_name":"2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC)","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 27th Asia and South Pacific Design Automation Conference (ASP-DAC)","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/A5101928924","display_name":"Chengrui Zhang","orcid":"https://orcid.org/0009-0002-5424-4898"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengrui Zhang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China","School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103257197","display_name":"Yu Ma","orcid":"https://orcid.org/0000-0003-4360-2098"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Ma","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China","School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China","University of Chinese Academy of Sciences, Beijing, China","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China","institution_ids":[]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081772659","display_name":"Pingqiang Zhou","orcid":"https://orcid.org/0000-0001-9515-9302"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingqiang Zhou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China","School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Energy Efficient and Custom AI IC, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"55"},"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9945999979972839,"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/T12236","display_name":"Photoreceptor and optogenetics research","score":0.9902999997138977,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9171081781387329},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.7303370237350464},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.6450902223587036},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6421276926994324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5970369577407837},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5812197327613831},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.5145441889762878},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5042015314102173},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4075438678264618},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.34220993518829346},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.195938378572464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18459805846214294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15043306350708008},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10104706883430481},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09259489178657532}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9171081781387329},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.7303370237350464},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6450902223587036},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6421276926994324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5970369577407837},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5812197327613831},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5145441889762878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5042015314102173},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4075438678264618},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.34220993518829346},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.195938378572464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18459805846214294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15043306350708008},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10104706883430481},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09259489178657532},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asp-dac52403.2022.9712596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asp-dac52403.2022.9712596","pdf_url":null,"source":{"id":"https://openalex.org/S4363608500","display_name":"2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC)","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 27th Asia and South Pacific Design Automation Conference (ASP-DAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2116557123","https://openalex.org/W2129960401","https://openalex.org/W2518281301","https://openalex.org/W2612375349","https://openalex.org/W2887506485","https://openalex.org/W2946591837","https://openalex.org/W2956713401","https://openalex.org/W2972054856","https://openalex.org/W2976364148","https://openalex.org/W3018877817","https://openalex.org/W3023721287","https://openalex.org/W3109300165","https://openalex.org/W3111989171","https://openalex.org/W3126994530","https://openalex.org/W3128543125","https://openalex.org/W4240049217","https://openalex.org/W4295312788","https://openalex.org/W6752661272","https://openalex.org/W6766978945","https://openalex.org/W6771742384","https://openalex.org/W6790278797"],"related_works":["https://openalex.org/W1872623660","https://openalex.org/W3207218810","https://openalex.org/W4292697011","https://openalex.org/W3212508523","https://openalex.org/W1995352804","https://openalex.org/W2909534142","https://openalex.org/W2086672837","https://openalex.org/W1940420793","https://openalex.org/W4367187682","https://openalex.org/W3215957123"],"abstract_inverted_index":{"Resistive":[0],"neuromorphic":[1],"engines":[2],"can":[3],"accelerate":[4],"spiking":[5],"neural":[6],"network":[7],"tasks":[8],"with":[9,57],"memristor":[10,68],"crossbars.":[11,69],"However,":[12],"the":[13,19,30,33,35,54,58,77,85],"stored":[14],"weight":[15,63],"is":[16],"influenced":[17],"by":[18],"temperature,":[20],"which":[21],"leads":[22],"to":[23,52,81,88],"accuracy":[24],"and":[25,47,65,83],"endurance":[26,86],"degradation.":[27],"The":[28],"higher":[29],"temperature":[31,79],"is,":[32],"larger":[34],"influence":[36],"is.":[37],"In":[38],"this":[39],"work,":[40],"we":[41],"propose":[42],"a":[43,48],"cross-array":[44],"mapping":[45],"method":[46,51,75],"layout":[49,66],"optimization":[50],"reduce":[53],"thermal":[55],"effect":[56],"consideration":[59],"of":[60,67],"input":[61],"distribution,":[62],"value":[64],"Experimental":[70],"results":[71],"show":[72],"that":[73],"our":[74],"reduces":[76],"peak":[78],"up":[80,87],"10.4K":[82],"improves":[84],"1.72\u00d7.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
