{"id":"https://openalex.org/W3215470833","doi":"https://doi.org/10.1109/tcsii.2021.3134799","title":"A Customized NoC Architecture to Enable Highly Localized Computing-on-the-Move DNN Dataflow","display_name":"A Customized NoC Architecture to Enable Highly Localized Computing-on-the-Move DNN Dataflow","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W3215470833","doi":"https://doi.org/10.1109/tcsii.2021.3134799","mag":"3215470833"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2021.3134799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3134799","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-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/A5072251182","display_name":"Kaining Zhou","orcid":"https://orcid.org/0000-0002-9192-6137"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaining Zhou","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9192-6137","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047525431","display_name":"Yangshuo He","orcid":"https://orcid.org/0000-0002-5722-887X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangshuo He","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5722-887X","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040507818","display_name":"Rui Xiao","orcid":"https://orcid.org/0000-0003-3078-0178"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Xiao","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3078-0178","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370767","display_name":"Jiayi Liu","orcid":"https://orcid.org/0000-0002-6995-0747"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Liu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6995-0747","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091073331","display_name":"Kejie Huang","orcid":"https://orcid.org/0000-0003-3722-9979"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejie Huang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Intelligent Computing Research Center, Zhejiang Lab, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-3722-9979","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Intelligent Computing Research Center, Zhejiang Lab, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0983,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.44140216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"69","issue":"3","first_page":"1692","last_page":"1696"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9994000196456909,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/dataflow","display_name":"Dataflow","score":0.828387975692749},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.7569321393966675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6752926111221313},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5767238140106201},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5072395205497742},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4687148630619049},{"id":"https://openalex.org/keywords/cognitive-computing","display_name":"Cognitive computing","score":0.45252788066864014},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4419018626213074},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41691580414772034},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33119073510169983},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32107675075531006},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24486294388771057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2091464400291443}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.828387975692749},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.7569321393966675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6752926111221313},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5767238140106201},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5072395205497742},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4687148630619049},{"id":"https://openalex.org/C92298750","wikidata":"https://www.wikidata.org/wiki/Q17008161","display_name":"Cognitive computing","level":3,"score":0.45252788066864014},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4419018626213074},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41691580414772034},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33119073510169983},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32107675075531006},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24486294388771057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2091464400291443},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2021.3134799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2021.3134799","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G297858759","display_name":null,"funder_award_id":"U19B2043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3674626816","display_name":null,"funder_award_id":"2019KC0AD02","funder_id":"https://openalex.org/F4320329742","funder_display_name":"Major Scientific Project of Zhejiang Laboratory"},{"id":"https://openalex.org/G8058977218","display_name":null,"funder_award_id":"2020AAA0109002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329742","display_name":"Major Scientific Project of Zhejiang Laboratory","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1530262073","https://openalex.org/W2194775991","https://openalex.org/W2442974303","https://openalex.org/W2509453741","https://openalex.org/W2588191434","https://openalex.org/W2598698006","https://openalex.org/W2604319603","https://openalex.org/W2752782242","https://openalex.org/W2809171749","https://openalex.org/W2906043559","https://openalex.org/W2945146780","https://openalex.org/W2962835968","https://openalex.org/W2963420686","https://openalex.org/W2979663695","https://openalex.org/W3015655039","https://openalex.org/W3134526034","https://openalex.org/W3135835558","https://openalex.org/W3135839634","https://openalex.org/W3206916964","https://openalex.org/W4232844652","https://openalex.org/W6631660994","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W274974089","https://openalex.org/W2100092435","https://openalex.org/W4255768083","https://openalex.org/W1998888015","https://openalex.org/W2918361313","https://openalex.org/W4200536635","https://openalex.org/W2611005572","https://openalex.org/W2518320872","https://openalex.org/W4304162923"],"abstract_inverted_index":{"The":[0,26,103],"ever-increasing":[1],"computation":[2],"complexity":[3],"of":[4],"fast-growing":[5],"Deep":[6],"Neural":[7],"Networks":[8],"(DNNs)":[9],"has":[10,31],"requested":[11],"new":[12],"computing":[13,24,74,98],"paradigms":[14],"to":[15,36,71,79,95],"overcome":[16],"the":[17,50,130],"memory":[18],"wall":[19],"in":[20,54],"conventional":[21,55],"Von":[22],"Neumann":[23],"architectures.":[25],"emerging":[27],"Computing-In-Memory":[28],"(CIM)":[29],"architecture":[30,64],"been":[32],"a":[33,60],"promising":[34],"candidate":[35],"accelerate":[37],"neural":[38],"network":[39],"computing.":[40],"However,":[41],"data":[42,77,82],"movement":[43,83],"between":[44],"CIM":[45,62,126],"arrays":[46],"may":[47],"still":[48],"dominate":[49],"total":[51],"power":[52,121],"consumption":[53],"designs.":[56],"This":[57],"brief":[58],"proposes":[59],"flexible":[61],"processor":[63],"named":[65],"Domino":[66,86,111],"and":[67,75,99,128],"\u201cComputing-On-the-Move\u201d":[68],"(COM)":[69],"dataflow,":[70],"enable":[72],"stream":[73],"local":[76],"access":[78],"significantly":[80],"reduce":[81],"energy.":[84],"Meanwhile,":[85],"employs":[87],"customized":[88],"distributed":[89],"instruction":[90],"scheduling":[91],"within":[92],"Network-on-Chip":[93],"(NoC)":[94],"implement":[96],"inter-memory":[97],"attain":[100],"mapping":[101],"flexibility.":[102],"evaluation":[104],"with":[105],"prevailing":[106],"DNN":[107],"models":[108],"shows":[109],"that":[110],"achieves":[112],"1.77-to-":[113],"<inline-formula":[114,134],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[115,135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[116,136],"<tex-math":[117,137],"notation=\"LaTeX\">$2.37\\times":[118],"$":[119,139],"</tex-math></inline-formula>":[120,140],"efficiency":[122],"over":[123],"several":[124],"state-of-the-art":[125],"accelerators":[127],"improves":[129],"throughput":[131],"by":[132],"1.28-to-":[133],"notation=\"LaTeX\">$13.16\\times":[138],".":[141]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
