{"id":"https://openalex.org/W7133563185","doi":"https://doi.org/10.1109/tcyb.2026.3666768","title":"Mean Square Exponential Stability of Dynamic Memristor Neutral Stochastic Cellular Neural Networks With Time-Varying Delays","display_name":"Mean Square Exponential Stability of Dynamic Memristor Neutral Stochastic Cellular Neural Networks With Time-Varying Delays","publication_year":2026,"publication_date":"2026-03-04","ids":{"openalex":"https://openalex.org/W7133563185","doi":"https://doi.org/10.1109/tcyb.2026.3666768","pmid":"https://pubmed.ncbi.nlm.nih.gov/41779646"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2026.3666768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2026.3666768","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","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/A5128101813","display_name":"Song Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Zhu","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5228-9406","affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023815432","display_name":"K. Deng","orcid":null},"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":false,"raw_author_name":"Kun Deng","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8961-6455","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128085187","display_name":"Huaicheng Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaicheng Yan","raw_affiliation_strings":["School of Information Science and Technology, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-5496-1809","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128065260","display_name":"Mouquan Shen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mouquan Shen","raw_affiliation_strings":["College of Electrical Engineering and Control Science, Nanjing Technology University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0765-6646","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Control Science, Nanjing Technology University, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068803407","display_name":"Xiaoyang Liu","orcid":"https://orcid.org/0000-0001-5215-8270"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Liu","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5215-8270","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128059896","display_name":"Shiping Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shiping Wen","raw_affiliation_strings":["Faculty of Engineering and Information Technology, Australian Artificial Intelligence Institute, University of Technology at Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5048-0319","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, Australian Artificial Intelligence Institute, University of Technology at Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19674819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"5","first_page":"2829","last_page":"2840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9889000058174133,"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":0.9889000058174133,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.004000000189989805,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.0024999999441206455,"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/memristor","display_name":"Memristor","score":0.6399999856948853},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6186000108718872},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.6132000088691711},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4952999949455261},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48669999837875366},{"id":"https://openalex.org/keywords/exponential-stability","display_name":"Exponential stability","score":0.4602999985218048},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.3822999894618988}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6399999856948853},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6186000108718872},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.6132000088691711},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4952999949455261},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48669999837875366},{"id":"https://openalex.org/C167964875","wikidata":"https://www.wikidata.org/wiki/Q17011487","display_name":"Exponential stability","level":3,"score":0.4602999985218048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43560001254081726},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.43050000071525574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4099999964237213},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.3822999894618988},{"id":"https://openalex.org/C2988709989","wikidata":"https://www.wikidata.org/wiki/Q85784623","display_name":"Mean square","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.304500013589859},{"id":"https://openalex.org/C135692309","wikidata":"https://www.wikidata.org/wiki/Q111124","display_name":"Square (algebra)","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.28139999508857727},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.2565000057220459}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2026.3666768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2026.3666768","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:41779646","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41779646","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 cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4004972279071808,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7028688110","display_name":null,"funder_award_id":"62373358","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"the":[3,26,33,48,59,78,87,98,106,137,142],"mean":[4],"square":[5],"exponential":[6],"stability":[7,71,88,107],"for":[8,109],"dynamic":[9,56],"memristor-neutral":[10],"stochastic":[11,70,117],"cellular":[12],"neural":[13,21],"networks":[14,22],"with":[15,127],"time-varying":[16],"delays":[17],"(DM-NSDCNNs).":[18],"Unlike":[19],"general":[20],"(NNs)":[23],"analyzed":[24],"in":[25,32],"voltage-current":[27],"domain,":[28,35],"DM-NSDCNNs":[29,132],"are":[30,74,90,114,133],"studied":[31],"flux-charge":[34],"offering":[36],"a":[37,51,93],"significant":[38],"advantage:":[39],"all":[40],"current,":[41],"voltage,":[42],"and":[43,101,139],"power":[44],"consumption":[45],"vanish":[46],"when":[47],"system":[49],"reaches":[50],"steady":[52],"state.":[53],"In":[54],"particular,":[55],"memristor":[57],"store":[58],"results":[60],"of":[61,131,141],"computation.":[62],"To":[63],"better":[64],"utilize":[65],"these":[66],"properties,":[67],"two":[68],"distinct":[69],"analysis":[72,118],"techniques":[73],"considered,":[75],"depending":[76],"on":[77,97],"memristor's":[79],"constitutive":[80,85,112,129],"relations.":[81],"For":[82],"piecewise":[83],"linear":[84],"relation,":[86],"criteria":[89,108],"obtained":[91],"by":[92],"novel":[94],"approach":[95],"based":[96],"comparison":[99],"principle":[100],"reductio":[102],"ad":[103],"absurdum.":[104],"Moreover,":[105],"cubic":[110],"nonlinear":[111],"relation":[113],"established":[115],"via":[116],"employing":[119],"Lyapunov":[120],"functional":[121],"techniques.":[122],"Finally,":[123],"several":[124],"numerical":[125],"examples":[126],"different":[128],"relations":[130],"provided":[134],"to":[135],"verify":[136],"effectiveness":[138],"potential":[140],"proposed":[143],"results.":[144]},"counts_by_year":[],"updated_date":"2026-04-17T05:58:53.018234","created_date":"2026-03-05T00:00:00"}