{"id":"https://openalex.org/W4394646374","doi":"https://doi.org/10.1007/s40747-024-01407-1","title":"Memristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment","display_name":"Memristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment","publication_year":2024,"publication_date":"2024-04-10","ids":{"openalex":"https://openalex.org/W4394646374","doi":"https://doi.org/10.1007/s40747-024-01407-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01407-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01407-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01407-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01407-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080424347","display_name":"Le Yang","orcid":"https://orcid.org/0000-0001-7810-5652"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Yang","raw_affiliation_strings":["School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-7810-5652","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102955773","display_name":"Zhixia Ding","orcid":"https://orcid.org/0000-0003-0566-9611"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixia Ding","raw_affiliation_strings":["School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112640318","display_name":"Yanyang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyang Xu","raw_affiliation_strings":["School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Wuhan Institute of Technology, Guanggu 1st road, Wuhan, 430205, Hubei, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081245089","display_name":"Zhigang Zeng","orcid":"https://orcid.org/0000-0003-4587-3588"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhigang Zeng","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Luoyu Road, Wuhan, 430074, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Luoyu Road, Wuhan, 430074, Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081245089"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.7995,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70656357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"10","issue":"4","first_page":"4883","last_page":"4896"},"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":0.9979000091552734,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.996999979019165,"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/crossbar-switch","display_name":"Crossbar switch","score":0.9524281024932861},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.7968622446060181},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6959954500198364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143194437026978},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.600532054901123},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.45227864384651184},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.42456483840942383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3678191900253296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24583572149276733},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10420390963554382}],"concepts":[{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.9524281024932861},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.7968622446060181},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6959954500198364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143194437026978},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.600532054901123},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.45227864384651184},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.42456483840942383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3678191900253296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24583572149276733},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10420390963554382}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01407-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01407-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01407-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b68cd735f3a48c88a7e69c8d3e2997e","is_oa":true,"landing_page_url":"https://doaj.org/article/7b68cd735f3a48c88a7e69c8d3e2997e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 4, Pp 4883-4896 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01407-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01407-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01407-1.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2413230818","display_name":null,"funder_award_id":"61821003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G395383773","display_name":null,"funder_award_id":"62176189","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4403812227","display_name":null,"funder_award_id":"B18024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5095565453","display_name":null,"funder_award_id":"61936004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5099096257","display_name":null,"funder_award_id":"61821003","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5759899159","display_name":null,"funder_award_id":"B18024","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G8849068443","display_name":null,"funder_award_id":"62106181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863064081","display_name":null,"funder_award_id":"62176163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394646374.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W21556541","https://openalex.org/W1542981317","https://openalex.org/W1636374761","https://openalex.org/W1964288235","https://openalex.org/W1973433558","https://openalex.org/W1982296198","https://openalex.org/W2021383442","https://openalex.org/W2026788380","https://openalex.org/W2080625874","https://openalex.org/W2135691525","https://openalex.org/W2156782156","https://openalex.org/W2594881202","https://openalex.org/W2595507424","https://openalex.org/W2609852068","https://openalex.org/W2743001015","https://openalex.org/W2775771159","https://openalex.org/W2802523290","https://openalex.org/W2884136970","https://openalex.org/W2889463071","https://openalex.org/W2907382309","https://openalex.org/W2922168646","https://openalex.org/W2944974444","https://openalex.org/W2960778947","https://openalex.org/W3003821665","https://openalex.org/W3009511314","https://openalex.org/W3105270833","https://openalex.org/W3152753009","https://openalex.org/W3185246871","https://openalex.org/W3209420330","https://openalex.org/W4285391973","https://openalex.org/W4324094417"],"related_works":["https://openalex.org/W2015497999","https://openalex.org/W3008580913","https://openalex.org/W3164474614","https://openalex.org/W2171130799","https://openalex.org/W2005875039","https://openalex.org/W2015477599","https://openalex.org/W2144085790","https://openalex.org/W2548135880","https://openalex.org/W3177379469","https://openalex.org/W4386216112"],"abstract_inverted_index":{"Abstract":[0],"The":[1,19,54,139,165,188],"performance":[2],"improvement":[3],"of":[4,15,25,46,79,89,100,123,212],"CMOS":[5],"computer":[6],"fails":[7],"to":[8,31,62,67,134],"meet":[9],"the":[10,26,68,72,77,85,90,101,109,114,117,130,136,147,154,199,203,210,213,222],"enormous":[11],"data":[12],"processing":[13],"requirement":[14],"artificial":[16],"intelligence":[17],"progressively.":[18],"memristive":[20,40,80,102,111,131,141,155,167,205,215],"neural":[21,93,105,125,158,170,207,218],"network":[22,126,159,171],"is":[23,44,172],"one":[24,51],"most":[27],"promising":[28],"circuit":[29,42,57,75,98,133],"hardwares":[30],"make":[32],"a":[33,38,151],"breakthrough.":[34],"This":[35],"paper":[36,96],"proposes":[37,97],"novel":[39],"synaptic":[41,56,74],"that":[43],"composed":[45],"four":[47],"MOS":[48],"transistors":[49],"and":[50,87,120,183],"memristor":[52],"(4T1M).":[53],"4T1M":[55,73,110,140],"provides":[58],"flexible":[59],"control":[60],"strategies":[61],"change":[63,145],"memristance":[64,149,163,224],"or":[65,194],"respond":[66],"input":[69],"signal.":[70],"Applying":[71],"as":[76],"cell":[78],"crossbar":[81,112,142],"array,":[82,113],"based":[83],"on":[84,129],"structure":[86],"algorithm":[88],"back-propagation":[91,121],"(BP)":[92],"network,":[94,219],"this":[95],"design":[99],"crossbar-based":[103,132,156,168,216],"BP":[104,124,157,169,206,217],"network.":[106],"By":[107],"reusing":[108],"computations":[115],"in":[116],"forward-propagation":[118],"process":[119,122],"are":[127],"accomplished":[128],"accelerate":[135],"computing":[137],"speed.":[138],"array":[143],"can":[144,160],"all":[146],"cells\u2019":[148],"at":[150],"time,":[152],"accordingly,":[153],"realize":[161],"synchronous":[162],"adjustment.":[164],"proposed":[166,214],"then":[173],"evaluated":[174],"through":[175],"experiments":[176],"involving":[177],"XOR":[178],"logic":[179],"operation,":[180],"iris":[181],"classification,":[182],"MNIST":[184],"handwritten":[185],"digit":[186],"recognition.":[187],"experimental":[189],"results":[190],"present":[191],"fewer":[192],"iterations":[193],"higher":[195],"classification":[196],"accuracies.":[197],"Further,":[198],"comprehensive":[200],"comparisons":[201],"with":[202],"existing":[204],"networks":[208],"highlight":[209],"advantages":[211],"which":[220],"achieves":[221],"fastest":[223],"adjustment":[225],"speed":[226],"using":[227],"relatively":[228],"few":[229],"components.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}