{"id":"https://openalex.org/W4292862177","doi":"https://doi.org/10.1109/mwscas54063.2022.9859294","title":"STDP Based Online Learning for a Current-Controlled Memristive Synapse","display_name":"STDP Based Online Learning for a Current-Controlled Memristive Synapse","publication_year":2022,"publication_date":"2022-08-07","ids":{"openalex":"https://openalex.org/W4292862177","doi":"https://doi.org/10.1109/mwscas54063.2022.9859294"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas54063.2022.9859294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas54063.2022.9859294","pdf_url":null,"source":{"id":"https://openalex.org/S4363606568","display_name":"2022 IEEE 65th International Midwest Symposium on Circuits and Systems (MWSCAS)","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":"2022 IEEE 65th 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/A5040348450","display_name":"Ryan Weiss","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan Weiss","raw_affiliation_strings":["University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086283949","display_name":"Hritom Das","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hritom Das","raw_affiliation_strings":["University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054276126","display_name":"Nishith N. Chakraborty","orcid":"https://orcid.org/0009-0003-0287-0042"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishith N. Chakraborty","raw_affiliation_strings":["University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047248181","display_name":"Garrett S. Rose","orcid":"https://orcid.org/0000-0003-3070-4087"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]},{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrett S. Rose","raw_affiliation_strings":["University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville,Department of Electrical Engineering and Computer Science,Knoxville,Tennessee,USA,37996","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040348450"],"corresponding_institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"],"apc_list":null,"apc_paid":null,"fwci":7.7337,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98768626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9983000159263611,"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":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.8757166266441345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6807032823562622},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.558987021446228},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.43818432092666626},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.41275089979171753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35402143001556396},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.31044119596481323},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3095692992210388},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2172728180885315},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1067572832107544}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8757166266441345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6807032823562622},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.558987021446228},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.43818432092666626},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.41275089979171753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35402143001556396},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31044119596481323},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3095692992210388},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2172728180885315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1067572832107544}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwscas54063.2022.9859294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas54063.2022.9859294","pdf_url":null,"source":{"id":"https://openalex.org/S4363606568","display_name":"2022 IEEE 65th International Midwest Symposium on Circuits and Systems (MWSCAS)","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":"2022 IEEE 65th International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1986246844","https://openalex.org/W2064767812","https://openalex.org/W2067709814","https://openalex.org/W2147101007","https://openalex.org/W2162651880","https://openalex.org/W2164202775","https://openalex.org/W2614813641","https://openalex.org/W2972654998","https://openalex.org/W3033300315","https://openalex.org/W3089817332"],"related_works":["https://openalex.org/W2547075610","https://openalex.org/W2926332116","https://openalex.org/W2088344814","https://openalex.org/W2760165592","https://openalex.org/W2953094277","https://openalex.org/W2900722538","https://openalex.org/W2011778323","https://openalex.org/W3183573560","https://openalex.org/W2422060757","https://openalex.org/W3082575083"],"abstract_inverted_index":{"Spike-timing-dependent":[0],"plasticity":[1,67],"(STDP)":[2],"is":[3,30,121],"a":[4,53,116],"popular":[5],"approach":[6],"for":[7,33,91,100,130],"online":[8,126,156],"learning":[9,29,127,157],"that":[10,72,165],"determines":[11],"synaptic":[12,58],"weight":[13],"updates":[14],"based":[15,106],"on":[16,107],"the":[17,44,65,69,92,95,137,145,178],"relative":[18],"timing":[19],"of":[20,23,39,68,94,139,169,174,183],"temporal":[21],"events":[22],"pre-synaptic":[24],"and":[25,35],"post-synaptic":[26],"spikes.":[27],"Online":[28],"very":[31],"effective":[32],"fast":[34],"low":[36,146],"power":[37],"processing":[38],"locally":[40],"sensed":[41],"signals.":[42],"Moreover,":[43],"memristor":[45,96],"(or":[46],"\u201cmemory":[47],"resistor\u201d)":[48],"has":[49],"garnered":[50],"attention":[51],"as":[52],"key":[54],"component":[55],"in":[56,61],"emerging":[57],"circuits,":[59],"due":[60],"large":[62],"part":[63],"to":[64,89,141,154],"inherent":[66],"device.":[70],"Circuits":[71],"leverage":[73],"metal-oxide":[74],"memristors,":[75],"including":[76,172],"HfO":[77],"<inf":[78],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[79],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>":[80],",":[81],"are":[82,163],"promising":[83],"but":[84],"must":[85],"be":[86,104],"carefully":[87],"designed":[88,105,129],"account":[90],"non-idealities":[93],"itself.":[97],"STDP":[98,125,159,167],"circuits":[99],"memristor-based":[101],"synapses":[102],"can":[103],"either":[108],"voltage-":[109],"or":[110],"current-controlled":[111,118],"mechanisms.":[112],"In":[113],"this":[114,152,170],"paper,":[115],"novel":[117],"memristive":[119],"synapse":[120],"presented":[122],"with":[123,158],"an":[124],"circuit":[128,134],"improved":[131],"reliability.":[132],"This":[133],"specifically":[135],"limits":[136],"range":[138],"operation":[140,168,176],"resistance":[142,147,185],"states":[143],"near":[144],"state":[148],"(LRS).":[149],"It":[150],"utilizes":[151],"property":[153],"achieve":[155],"characteristics.":[160],"Simulation":[161],"result":[162],"provided":[164],"show":[166],"circuit,":[171],"demonstrations":[173],"controlled":[175],"using":[177],"more":[179],"reliable":[180],"switching":[181],"characteristics":[182],"near-LRS":[184],"states.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}