{"id":"https://openalex.org/W4280603446","doi":"https://doi.org/10.1109/tnnls.2022.3173620","title":"Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks","display_name":"Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4280603446","doi":"https://doi.org/10.1109/tnnls.2022.3173620","pmid":"https://pubmed.ncbi.nlm.nih.gov/35576415"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2022.3173620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3173620","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5044990054","display_name":"Youming Xin","orcid":"https://orcid.org/0000-0001-6484-8631"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youming Xin","raw_affiliation_strings":["School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6484-8631","affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072088549","display_name":"Zunshui Cheng","orcid":"https://orcid.org/0000-0002-2176-1058"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zunshui Cheng","raw_affiliation_strings":["School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-2176-1058","affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017808266","display_name":"Jinde Cao","orcid":"https://orcid.org/0000-0003-3133-7119"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]},{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Jinde Cao","raw_affiliation_strings":["School of Mathematics, Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China","Yonsei Frontier Lab, Yonsei University, Seoul, South Korea","Purple Mountain Laboratories, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3133-7119","affiliations":[{"raw_affiliation_string":"School of Mathematics, Frontiers Science Center for Mobile Information Communication and Security, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Yonsei Frontier Lab, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043134796","display_name":"Leszek Rutkowski","orcid":"https://orcid.org/0000-0001-6960-9525"},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Leszek Rutkowski","raw_affiliation_strings":["Institute of Computer Science, AGH University of Science and Technology, Krak&#x00F3;w, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6960-9525","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, AGH University of Science and Technology, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I4210087266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100641681","display_name":"Yaning Wang","orcid":"https://orcid.org/0000-0001-6989-5066"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaning Wang","raw_affiliation_strings":["School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4696,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82273155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"35","issue":"1","first_page":"1394","last_page":"1400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9991999864578247,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.969465970993042},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.800082802772522},{"id":"https://openalex.org/keywords/inertial-frame-of-reference","display_name":"Inertial frame of reference","score":0.7502288818359375},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6558058857917786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5240478515625},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5111513733863831},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.47338929772377014},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28497928380966187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24786296486854553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1826990246772766},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.18174445629119873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17788448929786682},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.06896057724952698},{"id":"https://openalex.org/keywords/classical-mechanics","display_name":"Classical mechanics","score":0.05958455801010132}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.969465970993042},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.800082802772522},{"id":"https://openalex.org/C173386949","wikidata":"https://www.wikidata.org/wiki/Q192735","display_name":"Inertial frame of reference","level":2,"score":0.7502288818359375},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6558058857917786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5240478515625},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5111513733863831},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.47338929772377014},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28497928380966187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24786296486854553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1826990246772766},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.18174445629119873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17788448929786682},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06896057724952698},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.05958455801010132},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2022.3173620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3173620","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:35576415","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35576415","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G187093409","display_name":null,"funder_award_id":"62103217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4268536459","display_name":null,"funder_award_id":"ZR2020MF065","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4518172694","display_name":null,"funder_award_id":"2017/27/B/ST6/02852","funder_id":"https://openalex.org/F4320321042","funder_display_name":"Fundacja na rzecz Nauki Polskiej"},{"id":"https://openalex.org/G5786503927","display_name":null,"funder_award_id":"ZR2020MF080","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7635422507","display_name":null,"funder_award_id":"010022958","funder_id":"https://openalex.org/F4320324788","funder_display_name":"Qingdao University of Science and Technology"},{"id":"https://openalex.org/G8238210921","display_name":null,"funder_award_id":"62103215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321042","display_name":"Fundacja na rzecz Nauki Polskiej","ror":"https://ror.org/048zd9m77"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320324788","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1597286183","https://openalex.org/W1975003303","https://openalex.org/W1996773027","https://openalex.org/W2010526455","https://openalex.org/W2015088745","https://openalex.org/W2019421138","https://openalex.org/W2028027246","https://openalex.org/W2028656875","https://openalex.org/W2039617089","https://openalex.org/W2054159439","https://openalex.org/W2058417559","https://openalex.org/W2081977391","https://openalex.org/W2082985613","https://openalex.org/W2087468577","https://openalex.org/W2112181056","https://openalex.org/W2162648199","https://openalex.org/W2162651880","https://openalex.org/W2338129423","https://openalex.org/W2436666485","https://openalex.org/W2517298478","https://openalex.org/W2546592570","https://openalex.org/W2585054892","https://openalex.org/W2744099609","https://openalex.org/W2754212066","https://openalex.org/W2765475579","https://openalex.org/W2767369762","https://openalex.org/W2768517680","https://openalex.org/W2789284725","https://openalex.org/W2792208628","https://openalex.org/W2812383556","https://openalex.org/W2883863415","https://openalex.org/W2891274038","https://openalex.org/W2895318622","https://openalex.org/W2910369828","https://openalex.org/W2973214073","https://openalex.org/W2985680577","https://openalex.org/W3004243204","https://openalex.org/W3021750181","https://openalex.org/W3184232560","https://openalex.org/W4302585512","https://openalex.org/W6685812147","https://openalex.org/W6741076065"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2304829496","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2463286374","https://openalex.org/W2052332160","https://openalex.org/W2204001882","https://openalex.org/W190448578","https://openalex.org/W2377121108"],"abstract_inverted_index":{"In":[0,77],"this":[1],"brief,":[2],"we":[3],"consider":[4],"the":[5,27,31,71,78,87],"stability":[6],"of":[7,34,59,89],"inertial":[8,17,44,61],"memristor-based":[9,18,62],"neural":[10,19,45,63],"networks":[11,20,46,64],"with":[12,47],"time-varying":[13],"delays.":[14],"First,":[15],"delayed":[16,43,60],"are":[21,40,55,65],"modeled":[22],"as":[23],"continuous":[24],"systems":[25],"in":[26],"flux-current-voltage-time":[28],"domain":[29],"via":[30],"mathematical":[32],"model":[33],"Hewlett-Packard":[35],"(HP)":[36],"memristor.":[37],"Then,":[38],"they":[39],"reduced":[41],"to":[42,85],"interval":[48],"parameters":[49],"uncertainties.":[50],"Quasi-equilibrium":[51],"points":[52],"and":[53,74],"quasi-stability":[54],"proposed.":[56],"Quasi-stability":[57],"criteria":[58],"obtained":[66],"by":[67],"matrix":[68],"measure":[69],"method,":[70],"Halanay":[72],"inequality,":[73],"uncertainty":[75],"technologies.":[76],"end,":[79],"a":[80],"numerical":[81],"example":[82],"is":[83],"provided":[84],"show":[86],"validity":[88],"our":[90],"results.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
