{"id":"https://openalex.org/W4411727445","doi":"https://doi.org/10.1109/iscas56072.2025.11043233","title":"ACSNN: A 61.25 TOPS/W, 1.65 ns delay SNN Processor that combines CIM-inspired Synapse and Asynchronous Architecture","display_name":"ACSNN: A 61.25 TOPS/W, 1.65 ns delay SNN Processor that combines CIM-inspired Synapse and Asynchronous Architecture","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4411727445","doi":"https://doi.org/10.1109/iscas56072.2025.11043233"},"language":"en","primary_location":{"id":"doi:10.1109/iscas56072.2025.11043233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5081979394","display_name":"Tingran Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingran Chen","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077280762","display_name":"Yi Zhao","orcid":"https://orcid.org/0000-0001-5368-3595"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhao","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110011453","display_name":"Y. Ran","orcid":"https://orcid.org/0009-0005-3107-5720"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Ran","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610069","display_name":"Yueting Li","orcid":"https://orcid.org/0000-0001-8874-6269"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueting Li","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100616488","display_name":"Kang Wang","orcid":"https://orcid.org/0000-0001-5745-5530"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Kang","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015444611","display_name":"Biao Pan","orcid":"https://orcid.org/0000-0002-9524-7617"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Pan","raw_affiliation_strings":["Beihang University,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,Beijing,China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9736999869346619,"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/tops","display_name":"TOPS","score":0.8105230331420898},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7851786613464355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6359334588050842},{"id":"https://openalex.org/keywords/synapse","display_name":"Synapse","score":0.5667476654052734},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4305417537689209},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3671914339065552},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3663736581802368},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27381137013435364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21266764402389526},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09563517570495605}],"concepts":[{"id":"https://openalex.org/C2777675136","wikidata":"https://www.wikidata.org/wiki/Q835642","display_name":"TOPS","level":3,"score":0.8105230331420898},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7851786613464355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6359334588050842},{"id":"https://openalex.org/C127445978","wikidata":"https://www.wikidata.org/wiki/Q187181","display_name":"Synapse","level":2,"score":0.5667476654052734},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4305417537689209},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3671914339065552},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3663736581802368},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27381137013435364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21266764402389526},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09563517570495605},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C154815118","wikidata":"https://www.wikidata.org/wiki/Q453762","display_name":"Spinning","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas56072.2025.11043233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7099999785423279,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2006370340","https://openalex.org/W2038786761","https://openalex.org/W2939020224","https://openalex.org/W2964338223","https://openalex.org/W2989683650","https://openalex.org/W3124546450","https://openalex.org/W3161867321","https://openalex.org/W3186575409","https://openalex.org/W4360605965","https://openalex.org/W4389888243","https://openalex.org/W4392745778","https://openalex.org/W4401721950"],"related_works":["https://openalex.org/W2811109569","https://openalex.org/W2385933648","https://openalex.org/W2381557761","https://openalex.org/W4231398535","https://openalex.org/W4245680303","https://openalex.org/W1996292569","https://openalex.org/W4210522299","https://openalex.org/W2043153436","https://openalex.org/W4251921734","https://openalex.org/W2113085768"],"abstract_inverted_index":{"Spiking":[0],"Neural":[1],"Networks":[2],"(SNNs)":[3],"offer":[4],"their":[5],"biological":[6],"plausibility":[7],"and":[8,26,39,60,69,86,103],"dynamic":[9],"sensitivity":[10],"which":[11],"have":[12],"gained":[13],"significant":[14],"attention":[15],"in":[16],"real-time":[17,27],"systems.":[18],"However,":[19],"designing":[20],"SNN":[21],"processors":[22],"with":[23,94],"high":[24,33,36,65,67,88],"throughput":[25,90],"response":[28],"remains":[29],"challenging":[30],"due":[31],"to":[32,63,107],"power":[34,81,104],"consumption,":[35],"area":[37,70],"costs":[38],"routing":[40,74],"competition.":[41,75],"In":[42],"this":[43],"paper,":[44],"we":[45],"present":[46],"ACSNN,":[47],"a":[48,52,87],"processor":[49],"that":[50],"integrates":[51],"CIM-inspired":[53],"synapse":[54],"array,":[55],"Leaky":[56],"Integrate-and-Fire":[57],"(LIF)":[58],"neurons":[59],"asynchronous":[61],"architecture":[62],"achieve":[64],"parallelism,":[66],"energy":[68],"efficiency":[71,82,105],"while":[72],"declining":[73],"Experimental":[76],"results":[77],"demonstrate":[78],"an":[79],"impressive":[80],"of":[83,91],"61.25":[84],"TOPS/W":[85],"peak":[89],"2,415":[92],"GOPS":[93],"1.65":[95],"ns":[96],"minimum":[97],"compute":[98],"delay,":[99],"highlighting":[100],"superior":[101],"performance":[102],"compared":[106],"state-of-the-art":[108],"designs.":[109]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
