{"id":"https://openalex.org/W4214846276","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723182","title":"VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition","display_name":"VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W4214846276","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723182"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf53345.2021.9723182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723182","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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/A5073480376","display_name":"Lingyi Huang","orcid":"https://orcid.org/0000-0002-1794-5698"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lingyi Huang","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Rutgers University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210096112"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102883458","display_name":"Chunhua Deng","orcid":"https://orcid.org/0000-0002-0258-0155"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Chunhua Deng","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Rutgers University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210096112"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005841750","display_name":"Shahana Ibrahim","orcid":"https://orcid.org/0000-0003-1951-5234"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahana Ibrahim","raw_affiliation_strings":["Oregon State University,School of Electrical Engineering and Computer Science","School of Electrical Engineering and Computer Science, Oregon State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oregon State University,School of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015075381","display_name":"Xiao Fu","orcid":"https://orcid.org/0000-0003-4847-9586"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Fu","raw_affiliation_strings":["Oregon State University,School of Electrical Engineering and Computer Science","School of Electrical Engineering and Computer Science, Oregon State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oregon State University,School of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Oregon State University","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026068788","display_name":"Bo Yuan","orcid":"https://orcid.org/0000-0003-0222-8095"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bo Yuan","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering","Department of Electrical and Computer Engineering, Rutgers University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I4210096112"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18461538,"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":"1176","last_page":"1180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9873999953269958,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.6905933022499084},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6206014156341553},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5190252065658569},{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.518775224685669},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5183335542678833},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.5093446969985962},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5029780268669128},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.45969951152801514},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.44686853885650635},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4424746334552765},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3931947946548462},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.391959011554718},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36255186796188354},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.32724595069885254},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10685092210769653},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10328200459480286},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10283631086349487},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09557938575744629}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6905933022499084},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6206014156341553},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5190252065658569},{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.518775224685669},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5183335542678833},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.5093446969985962},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5029780268669128},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.45969951152801514},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.44686853885650635},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4424746334552765},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3931947946548462},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.391959011554718},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36255186796188354},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.32724595069885254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10685092210769653},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10328200459480286},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10283631086349487},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09557938575744629},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/ieeeconf53345.2021.9723182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723182","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"2021 55th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2024165284","https://openalex.org/W2105724942","https://openalex.org/W2146502635","https://openalex.org/W2798016471","https://openalex.org/W2950025781","https://openalex.org/W2997310398","https://openalex.org/W3012526467","https://openalex.org/W3173832704","https://openalex.org/W3176934054","https://openalex.org/W4283789965","https://openalex.org/W6676039487","https://openalex.org/W6681435938"],"related_works":["https://openalex.org/W4383503138","https://openalex.org/W3131592046","https://openalex.org/W3214999411","https://openalex.org/W4391536292","https://openalex.org/W3170442433","https://openalex.org/W2010977501","https://openalex.org/W2009779270","https://openalex.org/W3152699334","https://openalex.org/W1574919220","https://openalex.org/W4319952061"],"abstract_inverted_index":{"Canonical":[0],"polyadic":[1],"decomposition":[2,11,30,43],"(CPD)":[3],"is":[4,25,46],"one":[5],"of":[6,37,143],"the":[7,34,39,83,86,133],"most":[8],"popular":[9],"tensor":[10],"approaches":[12],"used":[13],"in":[14,141],"various":[15],"practical":[16,55],"applications.":[17,62],"Recently,":[18],"AdaCPD,":[19],"a":[20],"doubly":[21],"randomization-based":[22],"reduced-complexity":[23],"CPD,":[24],"proposed":[26,87],"with":[27,120],"exhibiting":[28],"high":[29],"performance.":[31],"However,":[32],"facing":[33],"similar":[35],"challenges":[36,53],"all":[38],"other":[40],"dense":[41],"tensor-oriented":[42],"methods,":[44],"AdaCPD":[45,73,88],"still":[47],"computation-intensive":[48],"and":[49,60,79,115,128,145],"thus":[50],"poses":[51],"severe":[52],"for":[54,72],"deployment":[56],"on":[57,136],"resource-constrained":[58],"platforms":[59],"real-time":[61],"In":[63],"this":[64,103],"paper,":[65],"we":[66],"propose":[67],"an":[68],"efficient":[69],"hardware":[70,77,89,105],"architecture":[71,84],"accelerator.":[74],"With":[75],"customized":[76,104],"design":[78,106],"memory":[80],"optimization":[81],"at":[82],"level,":[85],"accelerator":[90],"enables":[91],"significant":[92],"performance":[93],"improvement":[94],"than":[95],"conventional":[96],"software":[97,134],"implementation.":[98],"Evaluation":[99],"results":[100],"show":[101],"that":[102],"only":[107],"occupies":[108],"1.6":[109],"mm":[110],"<sup":[111],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[112],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[113],"area":[114,144],"consumes":[116],"300":[117],"mW":[118],"power":[119],"CMOS":[121],"28nm":[122],"technology,":[123],"thereby":[124],"bringing":[125],"6762":[126],"times":[127,130],"1483":[129],"reduction":[131],"over":[132],"implementation":[135],"Intel":[137],"Core":[138],"i9-9900K":[139],"CPU":[140],"terms":[142],"energy":[146],"efficiency,":[147],"respectively.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
