{"id":"https://openalex.org/W4210951793","doi":"https://doi.org/10.1109/tetci.2022.3145639","title":"Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning","display_name":"Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning","publication_year":2022,"publication_date":"2022-02-12","ids":{"openalex":"https://openalex.org/W4210951793","doi":"https://doi.org/10.1109/tetci.2022.3145639"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2022.3145639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3145639","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5073166975","display_name":"Mohammad Javadian","orcid":"https://orcid.org/0000-0002-7054-421X"},"institutions":[{"id":"https://openalex.org/I4210151845","display_name":"Kermanshah University of Technology","ror":"https://ror.org/05hkxne09","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210151845"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Javadian","raw_affiliation_strings":["Kermanshah University of Technology, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Kermanshah University of Technology, Kermanshah, Iran","institution_ids":["https://openalex.org/I4210151845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064173757","display_name":"Arian Hejazi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151845","display_name":"Kermanshah University of Technology","ror":"https://ror.org/05hkxne09","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210151845"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Arian Hejazi","raw_affiliation_strings":["Kermanshah University of Technology, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Kermanshah University of Technology, Kermanshah, Iran","institution_ids":["https://openalex.org/I4210151845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054819018","display_name":"Sajad Haghzad Klidbary","orcid":"https://orcid.org/0000-0002-5308-7264"},"institutions":[{"id":"https://openalex.org/I99861883","display_name":"University of Zanjan","ror":"https://ror.org/05e34ej29","country_code":"IR","type":"education","lineage":["https://openalex.org/I99861883"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sajad Haghzad Klidbary","raw_affiliation_strings":["Department of Computer Engineering, University of Zanjan, Zanjan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Zanjan, Zanjan, Iran","institution_ids":["https://openalex.org/I99861883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073166975"],"corresponding_institution_ids":["https://openalex.org/I4210151845"],"apc_list":null,"apc_paid":null,"fwci":1.2805,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.78348909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"1008","last_page":"1025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9922999739646912,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9833999872207642,"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":0.7677799463272095},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7505912780761719},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.744085967540741},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5807540416717529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5661637783050537},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5034059882164001},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5026123523712158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42284977436065674},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.41403117775917053},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3977707326412201},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23032596707344055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0772179663181305},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.06580531597137451}],"concepts":[{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.7677799463272095},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7505912780761719},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.744085967540741},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5807540416717529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5661637783050537},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5034059882164001},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5026123523712158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42284977436065674},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.41403117775917053},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3977707326412201},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23032596707344055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0772179663181305},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.06580531597137451},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2022.3145639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3145639","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W56900750","https://openalex.org/W87092222","https://openalex.org/W125870180","https://openalex.org/W147330519","https://openalex.org/W174812315","https://openalex.org/W239253814","https://openalex.org/W1493454437","https://openalex.org/W1514730856","https://openalex.org/W1598330724","https://openalex.org/W1636486936","https://openalex.org/W1659702034","https://openalex.org/W1661620946","https://openalex.org/W1863678861","https://openalex.org/W1911778796","https://openalex.org/W1964806771","https://openalex.org/W1969642980","https://openalex.org/W1975428667","https://openalex.org/W1978527081","https://openalex.org/W1981392089","https://openalex.org/W1985702987","https://openalex.org/W1985787760","https://openalex.org/W1987111416","https://openalex.org/W1987801991","https://openalex.org/W1990519045","https://openalex.org/W1996514271","https://openalex.org/W1997394516","https://openalex.org/W1997993388","https://openalex.org/W1998726167","https://openalex.org/W2001619934","https://openalex.org/W2004524042","https://openalex.org/W2004640050","https://openalex.org/W2008946367","https://openalex.org/W2011971193","https://openalex.org/W2016922062","https://openalex.org/W2017688772","https://openalex.org/W2021383442","https://openalex.org/W2022234661","https://openalex.org/W2029532007","https://openalex.org/W2030568691","https://openalex.org/W2031039947","https://openalex.org/W2032777644","https://openalex.org/W2036850929","https://openalex.org/W2039029779","https://openalex.org/W2045009304","https://openalex.org/W2046218320","https://openalex.org/W2053881900","https://openalex.org/W2054274648","https://openalex.org/W2054897420","https://openalex.org/W2064632620","https://openalex.org/W2066315833","https://openalex.org/W2070412788","https://openalex.org/W2074357625","https://openalex.org/W2074651608","https://openalex.org/W2077806522","https://openalex.org/W2080391538","https://openalex.org/W2080761477","https://openalex.org/W2081549451","https://openalex.org/W2083537989","https://openalex.org/W2083620785","https://openalex.org/W2089245084","https://openalex.org/W2098603028","https://openalex.org/W2105315525","https://openalex.org/W2112181056","https://openalex.org/W2113112419","https://openalex.org/W2119569919","https://openalex.org/W2120029639","https://openalex.org/W2120688485","https://openalex.org/W2123381582","https://openalex.org/W2134199473","https://openalex.org/W2135465403","https://openalex.org/W2136288682","https://openalex.org/W2141071915","https://openalex.org/W2150035515","https://openalex.org/W2151970601","https://openalex.org/W2162651880","https://openalex.org/W2162833336","https://openalex.org/W2166462664","https://openalex.org/W2166933393","https://openalex.org/W2168312082","https://openalex.org/W2173382901","https://openalex.org/W2181042981","https://openalex.org/W2226597827","https://openalex.org/W2245173025","https://openalex.org/W2264488483","https://openalex.org/W2279683245","https://openalex.org/W2280130169","https://openalex.org/W2292872081","https://openalex.org/W2297709197","https://openalex.org/W2299550941","https://openalex.org/W2319660501","https://openalex.org/W2323377304","https://openalex.org/W2324541212","https://openalex.org/W2324662912","https://openalex.org/W2326320978","https://openalex.org/W2341826667","https://openalex.org/W2538035994","https://openalex.org/W2556719741","https://openalex.org/W2565983479","https://openalex.org/W2593429192","https://openalex.org/W2623410569","https://openalex.org/W2771663285","https://openalex.org/W2775771159","https://openalex.org/W2805714186","https://openalex.org/W2809839921","https://openalex.org/W2896016789","https://openalex.org/W2901770705","https://openalex.org/W2984026210","https://openalex.org/W2991154989","https://openalex.org/W3007183061","https://openalex.org/W3041572795","https://openalex.org/W3044558200","https://openalex.org/W3046517452","https://openalex.org/W3145004415","https://openalex.org/W3195933281","https://openalex.org/W4247151931","https://openalex.org/W4250042253","https://openalex.org/W4254436426","https://openalex.org/W6605154018","https://openalex.org/W6676034603","https://openalex.org/W6684050148","https://openalex.org/W6693196822","https://openalex.org/W6695240234","https://openalex.org/W6775799398","https://openalex.org/W6781623183"],"related_works":["https://openalex.org/W2015497999","https://openalex.org/W2171130799","https://openalex.org/W2015477599","https://openalex.org/W2005875039","https://openalex.org/W2144085790","https://openalex.org/W2548135880","https://openalex.org/W3177379469","https://openalex.org/W2516929886","https://openalex.org/W4317826599","https://openalex.org/W2612269878"],"abstract_inverted_index":{"In":[0,147],"this":[1,148],"paper,":[2],"we":[3],"introduce":[4],"a":[5,50],"memristor-crossbar":[6,177,187],"based":[7,40],"hardware":[8],"in":[9,142,150,175],"order":[10,151],"to":[11,29,63,81,94,112,152],"implement":[12],"the":[13,36,42,45,64,69,97,104,113,143,156,160,164,171,176,183,186,194,197],"Clustering":[14,23],"Fuzzification":[15,24],"Algorithm":[16,25],"with":[17,78,83,170],"on-chip":[18],"learning":[19,145],"capability.":[20],"The":[21],"proposed":[22],"(CFA)":[26],"is":[27,49,60,92,168,189],"able":[28],"fuzzify":[30],"all":[31],"crisp":[32,76,100],"clusters":[33,109],"and":[34,103,134,179],"obtain":[35],"fuzzy":[37,108,135],"membership":[38],"functions":[39],"on":[41,137,185],"density":[43],"of":[44,54,66,89,99,106,117,123,131,155,173,182,196],"clusters.":[46],"Fuzzy":[47],"clustering":[48,55,85,101,165],"more":[51,61],"natural":[52],"way":[53,65],"than":[56],"hard":[57],"clustering,":[58],"which":[59],"similar":[62],"categorizing":[67],"by":[68],"human":[70],"brain.":[71],"However,":[72],"there":[73],"are":[74],"various":[75],"algorithms":[77,102,136],"different":[79,84],"capabilities":[80],"deal":[82],"problems.":[86],"By":[87],"means":[88],"CFA,":[90,118],"it":[91],"possible":[93],"benefit":[95],"from":[96],"diversity":[98],"advantages":[105,154],"having":[107],"simultaneously.":[110],"According":[111],"high":[114],"computational":[115],"complexity":[116],"utilizing":[119],"an":[120,180],"analog":[121,162],"structure":[122,188],"real-time":[124],"processing":[125,174],"can":[126],"be":[127],"beneficial.":[128],"Recently,":[129],"implementation":[130,181],"neural":[132],"networks":[133],"memristive":[138],"devices":[139,158],"has":[140],"emerged":[141],"machine":[144],"field.":[146],"research,":[149],"take":[153],"memristor":[157],"as":[159],"valuable":[161],"structure,":[163,178],"fuzzification":[166],"algorithm":[167,184],"adapted":[169],"concepts":[172],"introduced.":[190],"Computer":[191],"simulations":[192],"confirmed":[193],"precision":[195],"implemented":[198],"algorithm.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}