{"id":"https://openalex.org/W4402753789","doi":"https://doi.org/10.1109/mwscas60917.2024.10658880","title":"Scalable Low-Complexity Implementation of Constant Matrix Multiplication Circuits","display_name":"Scalable Low-Complexity Implementation of Constant Matrix Multiplication Circuits","publication_year":2024,"publication_date":"2024-08-11","ids":{"openalex":"https://openalex.org/W4402753789","doi":"https://doi.org/10.1109/mwscas60917.2024.10658880"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas60917.2024.10658880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas60917.2024.10658880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS)","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/A5054238804","display_name":"Aymen-Alaeddine Zeghaida","orcid":null},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Aymen-Alaeddine Zeghaida","raw_affiliation_strings":["Polytechnique Montréal,Department of Electrical Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montréal,Department of Electrical Engineering,Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107573153","display_name":"Dinesh Daultani","orcid":null},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dinesh Daultani","raw_affiliation_strings":["Polytechnique Montréal,Department of Electrical Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montréal,Department of Electrical Engineering,Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032933923","display_name":"J. M. Pierre Langlois","orcid":"https://orcid.org/0000-0003-1721-2520"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J.M. Pierre Langlois","raw_affiliation_strings":["Polytechnique Montréal,Department of Computer and Software Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montréal,Department of Computer and Software Engineering,Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067086966","display_name":"Jean\u2010Pierre David","orcid":"https://orcid.org/0000-0002-7707-0483"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean Pierre David","raw_affiliation_strings":["Polytechnique Montréal,Department of Electrical Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montréal,Department of Electrical Engineering,Canada","institution_ids":["https://openalex.org/I45683168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054238804"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":null,"apc_paid":null,"fwci":0.2225,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53106302,"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":"357","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9998999834060669,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9998999834060669,"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9984999895095825,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9980000257492065,"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/scalability","display_name":"Scalability","score":0.6586900353431702},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.6463133096694946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351040005683899},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.6115761399269104},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.5951274633407593},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5358665585517883},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.44521763920783997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23284652829170227},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11663147807121277},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0919489860534668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08958658576011658},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07291799783706665}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6586900353431702},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.6463133096694946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351040005683899},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.6115761399269104},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.5951274633407593},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5358665585517883},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.44521763920783997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23284652829170227},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11663147807121277},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0919489860534668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08958658576011658},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07291799783706665},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mwscas60917.2024.10658880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas60917.2024.10658880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.polymtl.ca:59543","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1564066534","https://openalex.org/W1584008964","https://openalex.org/W1973656570","https://openalex.org/W2103244632","https://openalex.org/W2120173944","https://openalex.org/W2154656381","https://openalex.org/W2169484940","https://openalex.org/W2199504633","https://openalex.org/W2611445287","https://openalex.org/W3017746288","https://openalex.org/W3163814125","https://openalex.org/W3170647102","https://openalex.org/W4248050957","https://openalex.org/W4313555301","https://openalex.org/W4385624928","https://openalex.org/W6776320331"],"related_works":["https://openalex.org/W3099313426","https://openalex.org/W4287593139","https://openalex.org/W752783541","https://openalex.org/W1506547947","https://openalex.org/W2995605830","https://openalex.org/W4206811032","https://openalex.org/W2086123442","https://openalex.org/W2596457687","https://openalex.org/W3212757063","https://openalex.org/W2093666864"],"abstract_inverted_index":{"Modern":[0],"neural":[1,42],"network":[2,18,43],"models":[3],"consume":[4],"a":[5,93],"large":[6],"proportion":[7],"of":[8,41,57,81],"power":[9],"in":[10,24,30,64],"matrix-vector":[11],"multiplications.":[12],"At":[13],"inference":[14],"time,":[15],"the":[16,27,54,79],"trained":[17],"parameters":[19],"are":[20],"constant":[21,28,58],"and":[22,38,52,70],"organized":[23],"matrices.":[25],"Knowing":[26],"matrices":[29],"advance":[31],"can":[32,84],"significantly":[33],"benefit":[34],"hardware":[35,50],"utilization,":[36],"throughput":[37],"energy":[39],"consumption":[40],"implementations.":[44],"This":[45],"paper":[46],"seeks":[47],"to":[48,67,89,92],"achieve":[49],"optimizations":[51],"reduce":[53],"computational":[55],"cost":[56],"matrix":[59],"multiplication":[60],"by":[61,87,99],"exploiting":[62],"redundancies":[63],"sub-expressions":[65],"common":[66],"several":[68],"products":[69],"outputs.":[71],"For":[72],"FPGA":[73],"implementation,":[74],"our":[75],"results":[76],"show":[77],"that":[78],"number":[80],"lookup":[82],"tables":[83],"be":[85],"decreased":[86],"up":[88],"62%":[90],"compared":[91],"standard":[94],"baseline":[95],"version":[96],"already":[97],"optimized":[98],"vendor":[100],"tools.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}