{"id":"https://openalex.org/W4411726580","doi":"https://doi.org/10.1109/iscas56072.2025.11043634","title":"NAME: NoC-based Accelerators Mapping Exploration for High Performance DNN Inference","display_name":"NAME: NoC-based Accelerators Mapping Exploration for High Performance DNN Inference","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4411726580","doi":"https://doi.org/10.1109/iscas56072.2025.11043634"},"language":"en","primary_location":{"id":"doi:10.1109/iscas56072.2025.11043634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043634","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":"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/A5000435361","display_name":"Jinlun Ji","orcid":"https://orcid.org/0009-0009-5260-5726"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinlun Ji","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hengyue Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengyue Gao","raw_affiliation_strings":["Nanjing University,School of Integrated Circuits,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Integrated Circuits,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092241265","display_name":"Heng Zhang","orcid":"https://orcid.org/0009-0005-3618-5849"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072308945","display_name":"Yuqi Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqi Lu","raw_affiliation_strings":["Nanjing University,School of Integrated Circuits,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Integrated Circuits,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101407801","display_name":"Kai He","orcid":"https://orcid.org/0000-0003-2639-1532"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai He","raw_affiliation_strings":["Nanjing University,School of Integrated Circuits,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Integrated Circuits,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101014838","display_name":"Yulong Song","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Song","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079522281","display_name":"Wenjie Fan","orcid":"https://orcid.org/0009-0000-3582-6353"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Fan","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361096","display_name":"Li Li","orcid":"https://orcid.org/0000-0002-1047-6067"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Nanjing University,School of Electronic Science and Engineering,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Electronic Science and Engineering,China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009522891","display_name":"Yuxiang Fu","orcid":"https://orcid.org/0000-0003-1351-5460"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Fu","raw_affiliation_strings":["Nanjing University,School of Integrated Circuits,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University,School of Integrated Circuits,China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5000435361"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.7544,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7331119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9262999892234802,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9128000140190125,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7555880546569824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7469663619995117},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4475935101509094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41772863268852234},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33942466974258423}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7555880546569824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7469663619995117},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4475935101509094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41772863268852234},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33942466974258423}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas56072.2025.11043634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043634","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1523051745","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2509453741","https://openalex.org/W2756031739","https://openalex.org/W2937910684","https://openalex.org/W2980200167","https://openalex.org/W3006426821","https://openalex.org/W3133446571","https://openalex.org/W4200417173","https://openalex.org/W4220694664","https://openalex.org/W4255992566","https://openalex.org/W4280489237","https://openalex.org/W4312267994","https://openalex.org/W4318685744","https://openalex.org/W4352977393","https://openalex.org/W6637373629","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"rapid":[1],"advancement":[2],"of":[3,18],"deep":[4,9],"learning,":[5],"with":[6],"increasingly":[7],"large":[8],"neural":[10],"networks":[11],"(DNNs),":[12],"has":[13],"led":[14],"to":[15,55,108,114],"the":[16,118],"use":[17],"multi-core":[19,31],"parallel":[20],"processing":[21,50],"in":[22],"accelerators,":[23],"utilizing":[24],"Network-on-Chip":[25],"(NoC)":[26],"for":[27,71,76],"interconnection.":[28],"However,":[29],"while":[30],"architectures":[32],"improve":[33],"computational":[34,57,81],"performance,":[35],"they":[36],"also":[37],"increase":[38],"data":[39],"movement":[40],"overhead.":[41],"This":[42],"paper":[43],"analyzes":[44],"NoC":[45,93],"traffic":[46,97],"patterns":[47],"during":[48],"DNN":[49],"and":[51,58,82,91,110,117],"explores":[52],"mapping":[53,116],"optimization":[54],"reduce":[56],"communicational":[59],"overheads.":[60],"We":[61],"propose":[62],"NoC-based":[63,77],"Accelerators":[64],"Mapping":[65,124],"Exploration":[66],"(NAME),":[67],"an":[68],"automated":[69],"mapper":[70],"generating":[72],"high-performance":[73],"task":[74],"mappings":[75],"accelerators.":[78],"NAME":[79,102],"balances":[80],"communication":[83],"overheads":[84],"by":[85,106],"dividing":[86],"DNNs":[87],"into":[88],"scalable":[89],"groups":[90],"interleaving":[92],"link":[94],"usage,":[95],"reducing":[96],"bottlenecks.":[98],"Experiments":[99],"show":[100],"that":[101],"reduces":[103],"execution":[104],"time":[105],"up":[107],"82%":[109],"52%,":[111],"respectively,":[112],"compared":[113],"fixed":[115],"state-of-the-art":[119],"framework":[120],"AOME":[121],"(Autonomous":[122],"Optimal":[123],"Exploration).":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}