{"id":"https://openalex.org/W2800431044","doi":"https://doi.org/10.1109/isqed.2018.8357267","title":"A bi-memristor synapse with spike-timing-dependent plasticity for on-chip learning in memristive neuromorphic systems","display_name":"A bi-memristor synapse with spike-timing-dependent plasticity for on-chip learning in memristive neuromorphic systems","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2800431044","doi":"https://doi.org/10.1109/isqed.2018.8357267","mag":"2800431044"},"language":"en","primary_location":{"id":"doi:10.1109/isqed.2018.8357267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2018.8357267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 19th International Symposium on Quality Electronic Design (ISQED)","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/A5030312318","display_name":"Sagarvarma Sayyaparaju","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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sagarvarma Sayyaparaju","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073702088","display_name":"Sherif Amer","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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sherif Amer","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrett S. Rose","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Tennessee, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6547,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70637109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"74"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9783254265785217},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.9065171480178833},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7772372961044312},{"id":"https://openalex.org/keywords/synapse","display_name":"Synapse","score":0.7307194471359253},{"id":"https://openalex.org/keywords/spike-timing-dependent-plasticity","display_name":"Spike-timing-dependent plasticity","score":0.7123539447784424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660220384597778},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4716804623603821},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3606915771961212},{"id":"https://openalex.org/keywords/synaptic-plasticity","display_name":"Synaptic plasticity","score":0.33794698119163513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2962057590484619},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.29333943128585815},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.1641048789024353},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14325696229934692},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13819795846939087}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9783254265785217},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.9065171480178833},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7772372961044312},{"id":"https://openalex.org/C127445978","wikidata":"https://www.wikidata.org/wiki/Q187181","display_name":"Synapse","level":2,"score":0.7307194471359253},{"id":"https://openalex.org/C159919123","wikidata":"https://www.wikidata.org/wiki/Q7577157","display_name":"Spike-timing-dependent plasticity","level":4,"score":0.7123539447784424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660220384597778},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4716804623603821},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3606915771961212},{"id":"https://openalex.org/C98229152","wikidata":"https://www.wikidata.org/wiki/Q1551556","display_name":"Synaptic plasticity","level":3,"score":0.33794698119163513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2962057590484619},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29333943128585815},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1641048789024353},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14325696229934692},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13819795846939087},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed.2018.8357267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2018.8357267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 19th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1900200813","https://openalex.org/W1988962975","https://openalex.org/W1990306796","https://openalex.org/W1990404128","https://openalex.org/W2016922062","https://openalex.org/W2021383442","https://openalex.org/W2038166313","https://openalex.org/W2056478191","https://openalex.org/W2066233856","https://openalex.org/W2080625874","https://openalex.org/W2101834447","https://openalex.org/W2104073505","https://openalex.org/W2112181056","https://openalex.org/W2147101007","https://openalex.org/W2156640153","https://openalex.org/W2158959564","https://openalex.org/W2162651880","https://openalex.org/W2400475751","https://openalex.org/W2545405476","https://openalex.org/W2562620981","https://openalex.org/W2614813641","https://openalex.org/W2760384882","https://openalex.org/W6639840861"],"related_works":["https://openalex.org/W1872623660","https://openalex.org/W4292697011","https://openalex.org/W3207218810","https://openalex.org/W3212508523","https://openalex.org/W1995352804","https://openalex.org/W2086672837","https://openalex.org/W2909534142","https://openalex.org/W4367187682","https://openalex.org/W1940420793","https://openalex.org/W3215957123"],"abstract_inverted_index":{"Memristors":[0],"are":[1],"nanoscale":[2],"devices":[3],"that":[4,26,36,67,94,107],"have":[5,69],"recently":[6],"been":[7],"proposed":[8,49],"for":[9,76],"use":[10],"as":[11,40],"a":[12,23,32,65,132,150],"synapse":[13,24,50],"in":[14,59,79,88,126,170],"brain-inspired":[15],"computing":[16],"systems.":[17],"In":[18],"this":[19],"paper,":[20],"we":[21,68,116],"present":[22],"architecture":[25],"utilizes":[27],"two":[28],"memristors":[29],"to":[30,71],"implement":[31,72],"non-volatile":[33],"synaptic":[34],"weight":[35,46,141],"can":[37,97,117],"be":[38,98],"configured":[39],"both":[41],"positive":[42],"and":[43,90,92,138,165],"negative.":[44],"The":[45],"of":[47,62,113,122,149,162],"the":[48,57,60,63,85,101,110,114,119,127,140,147,157],"has":[51],"an":[52],"inherent":[53],"exponential-like":[54],"dependence":[55],"on":[56],"change":[58],"memristance":[61],"devices,":[64],"property":[66],"capitalized":[70],"spike-timing-dependent":[73],"plasticity":[74],"(STDP)":[75],"on-chip":[77],"learning":[78,95],"spiking":[80],"neural":[81],"networks.":[82],"We":[83,105,129,155],"discretize":[84],"neuron's":[86],"spike":[87,161],"time":[89],"voltage":[91],"show":[93,106],"rate":[96,124],"controlled":[99],"by":[100,108],"clock":[102],"frequency":[103],"used.":[104],"modulating":[109],"duty":[111],"cycle":[112],"clock,":[115],"alleviate":[118],"detrimental":[120],"effects":[121],"switching":[123],"mismatch":[125],"devices.":[128],"also":[130],"simulated":[131],"3":[133,135],"\u00d7":[134],"crossbar":[136,151],"structure":[137],"presented":[139],"updates":[142],"observed":[143],"therein,":[144],"hence":[145],"demonstrating":[146],"feasibility":[148],"with":[152,168],"our":[153,163],"synapse.":[154],"evaluated":[156],"energy":[158],"consumption":[159],"per":[160],"approach":[164],"compared":[166],"it":[167],"those":[169],"literature.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
