{"id":"https://openalex.org/W4293704657","doi":"https://doi.org/10.1109/tc.2022.3202746","title":"Memristor-Based Spectral Decomposition of Matrices and Its Applications","display_name":"Memristor-Based Spectral Decomposition of Matrices and Its Applications","publication_year":2022,"publication_date":"2022-08-30","ids":{"openalex":"https://openalex.org/W4293704657","doi":"https://doi.org/10.1109/tc.2022.3202746"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2022.3202746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2022.3202746","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Computers","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/A5037759698","display_name":"Zeinab S. Jalali","orcid":"https://orcid.org/0000-0003-3583-3750"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zeinab S. Jalali","raw_affiliation_strings":["Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083601595","display_name":"Chenghong Wang","orcid":"https://orcid.org/0000-0001-7837-5791"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenghong Wang","raw_affiliation_strings":["Department of Computer Science, Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086374342","display_name":"Griffin M. Kearney","orcid":"https://orcid.org/0000-0002-4457-2073"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Griffin Kearney","raw_affiliation_strings":["Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007300551","display_name":"Geng Yuan","orcid":"https://orcid.org/0000-0001-9844-992X"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Geng Yuan","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030060072","display_name":"Caiwen Ding","orcid":"https://orcid.org/0000-0003-0891-1231"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caiwen Ding","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, University of Connecticut, Storrs, CT, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111224234","display_name":"Yinan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yinan Zhou","raw_affiliation_strings":["Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100651384","display_name":"Yanzhi Wang","orcid":"https://orcid.org/0000-0002-3024-7990"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanzhi Wang","raw_affiliation_strings":["Department of Electrical &amp; Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical &amp; Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062221607","display_name":"Sucheta Soundarajan","orcid":"https://orcid.org/0000-0003-1166-4067"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sucheta Soundarajan","raw_affiliation_strings":["Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering &amp; Computer Science, Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5037759698"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06987905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"5","first_page":"1460","last_page":"1472"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9947999715805054,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crossbar-switch","display_name":"Crossbar switch","score":0.801684558391571},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.7454171776771545},{"id":"https://openalex.org/keywords/eigendecomposition-of-a-matrix","display_name":"Eigendecomposition of a matrix","score":0.6872484087944031},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.6660351157188416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6438844799995422},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.502985417842865},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.48670676350593567},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.47220855951309204},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.4262271523475647},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.42197513580322266},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.12133178114891052},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.10704237222671509},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08517423272132874}],"concepts":[{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.801684558391571},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.7454171776771545},{"id":"https://openalex.org/C169756996","wikidata":"https://www.wikidata.org/wiki/Q194919","display_name":"Eigendecomposition of a matrix","level":3,"score":0.6872484087944031},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.6660351157188416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6438844799995422},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.502985417842865},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.48670676350593567},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.47220855951309204},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.4262271523475647},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.42197513580322266},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.12133178114891052},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.10704237222671509},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08517423272132874},{"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tc.2022.3202746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2022.3202746","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2889772206","display_name":null,"funder_award_id":"#1637559","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1485063553","https://openalex.org/W1512166633","https://openalex.org/W1532559922","https://openalex.org/W1578783943","https://openalex.org/W1612003494","https://openalex.org/W1971319818","https://openalex.org/W1974755392","https://openalex.org/W1999704760","https://openalex.org/W2002242089","https://openalex.org/W2010202670","https://openalex.org/W2027987063","https://openalex.org/W2035080386","https://openalex.org/W2036899386","https://openalex.org/W2048204828","https://openalex.org/W2058772615","https://openalex.org/W2059076129","https://openalex.org/W2068078761","https://openalex.org/W2072396164","https://openalex.org/W2093529653","https://openalex.org/W2105505928","https://openalex.org/W2112090702","https://openalex.org/W2294347342","https://openalex.org/W2319059579","https://openalex.org/W2326471176","https://openalex.org/W2399958287","https://openalex.org/W2480854438","https://openalex.org/W2515608498","https://openalex.org/W2762731122","https://openalex.org/W2768359949","https://openalex.org/W2785527690","https://openalex.org/W2886524845","https://openalex.org/W2943354300","https://openalex.org/W2971533524","https://openalex.org/W3091885635","https://openalex.org/W3156317242","https://openalex.org/W3162727751","https://openalex.org/W3183691024","https://openalex.org/W3191560475","https://openalex.org/W3212398900","https://openalex.org/W4226264653","https://openalex.org/W4243519499","https://openalex.org/W6628234610","https://openalex.org/W6631737855","https://openalex.org/W6636283387","https://openalex.org/W6680980674","https://openalex.org/W6903648334"],"related_works":["https://openalex.org/W2015497999","https://openalex.org/W3164474614","https://openalex.org/W2171130799","https://openalex.org/W2015477599","https://openalex.org/W2548135880","https://openalex.org/W2144085790","https://openalex.org/W3177379469","https://openalex.org/W1568378063","https://openalex.org/W2516929886","https://openalex.org/W4317826599"],"abstract_inverted_index":{"The":[0],"recently":[1],"developed":[2],"memristor":[3,120,151,175,210],"technology":[4],"allows":[5],"for":[6,108],"extremely":[7,142],"fast":[8,23,134,143,188],"implementation":[9,223],"of":[10,13,22,45,58,81,89,141,164,221,224],"a":[11,47,55,79,90,130,150,174,185,209],"number":[12,80],"important":[14,52],"matrix":[15,32],"operations":[16,25],"and":[17,63,73,87,111,178,189,229,237],"algorithms.":[18],"Moreover,":[19],"the":[20,27,42,139,160,222],"existence":[21],"matrix-vector":[24,144,169],"offers":[26],"opportunity":[28],"to":[29,84,116],"design":[30],"new":[31],"algorithms":[33,82,167,203],"that":[34,49,113,193],"exploit":[35],"these":[36,92],"operations.":[37],"Here,":[38],"we":[39,104,157],"focus":[40],"on":[41,119,138,173,235],"spectral":[43],"decomposition":[44],"matrices,":[46],"task":[48],"plays":[50],"an":[51,106,195,231],"role":[53],"in":[54,129,197],"wide":[56],"variety":[57],"applications":[59],"from":[60,96],"different":[61],"engineering":[62],"scientific":[64],"fields,":[65],"including":[66],"network":[67],"science,":[68],"control":[69],"theory,":[70],"advanced":[71],"dynamics,":[72],"quantum":[74],"mechanics.":[75],"While":[76],"there":[77],"are":[78,171,206],"designed":[83,115],"find":[85],"eigenvalues":[86,110],"eigenvectors":[88,112],"matrix,":[91],"methods":[93],"often":[94],"suffer":[95],"poor":[97],"running":[98,135,161,198],"time":[99,136,162,199],"performance.":[100],"In":[101,154],"this":[102,124,155],"work,":[103],"present":[105,180],"algorithm":[107,125,192],"finding":[109],"is":[114,147],"be":[117,127],"used":[118],"crossbar":[121,152,176],"arrays.":[122],"Although":[123],"can":[126],"implemented":[128],"non-memristive":[131],"system,":[132],"its":[133],"relies":[137],"availability":[140],"multiplication,":[145],"as":[146,216,218],"offered":[148],"by":[149,208],"array.":[153],"paper,":[156],"(1)":[158],"show":[159],"improvements":[163],"existing":[165],"eigendecomposition":[166,191,202],"when":[168,204],"multiplications":[170],"performed":[172],"array,":[177],"(2)":[179],"<monospace":[181,225],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[182,226],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">EigSweep</monospace>":[183,227],",":[184,228],"novel,":[186],"fully-parallel,":[187],"flexible":[190],"gives":[194],"improvement":[196],"over":[200],"traditional":[201],"all":[205],"accelerated":[207],"crossbar.":[211],"We":[212],"discuss":[213],"algorithmic":[214],"aspects":[215,220],"well":[217],"hardware-related":[219],"perform":[230],"extensive":[232],"experimental":[233],"analysis":[234],"real-world":[236],"synthetic":[238],"matrices.":[239]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
