{"id":"https://openalex.org/W2321236841","doi":"https://doi.org/10.1109/tnnls.2016.2544788","title":"Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay","display_name":"Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay","publication_year":2016,"publication_date":"2016-04-07","ids":{"openalex":"https://openalex.org/W2321236841","doi":"https://doi.org/10.1109/tnnls.2016.2544788","mag":"2321236841","pmid":"https://pubmed.ncbi.nlm.nih.gov/27071198"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2016.2544788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2544788","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/A5090447443","display_name":"Yan\u2010Wu Wang","orcid":"https://orcid.org/0000-0002-4722-1332"},"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":"Yan-Wu Wang","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085022354","display_name":"Wu Yang","orcid":"https://orcid.org/0000-0002-8824-0679"},"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":"Wu Yang","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043748803","display_name":"Jiang\u2010Wen Xiao","orcid":"https://orcid.org/0000-0002-8708-2920"},"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":"Jiang-Wen Xiao","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"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":false,"raw_author_name":"Zhi-Gang Zeng","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control, Ministry of Education, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090447443"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":19.6885,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.99442972,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"28","issue":"7","first_page":"1560","last_page":"1571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"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":1.0,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9980999827384949,"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":0.9965000152587891,"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/subnetwork","display_name":"Subnetwork","score":0.8485374450683594},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.715454638004303},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.62060546875},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.6162775158882141},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6066704988479614},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5834140777587891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49842071533203125},{"id":"https://openalex.org/keywords/algebraic-number","display_name":"Algebraic number","score":0.4862286150455475},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4386351406574249},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3931196928024292},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3711925148963928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.142629474401474},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10966470837593079}],"concepts":[{"id":"https://openalex.org/C2780186347","wikidata":"https://www.wikidata.org/wiki/Q11414","display_name":"Subnetwork","level":2,"score":0.8485374450683594},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.715454638004303},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.62060546875},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.6162775158882141},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6066704988479614},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5834140777587891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49842071533203125},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.4862286150455475},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4386351406574249},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3931196928024292},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3711925148963928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.142629474401474},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10966470837593079},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2016.2544788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2544788","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:27071198","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27071198","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/G2929796100","display_name":null,"funder_award_id":"61572210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3490726772","display_name":null,"funder_award_id":"51537003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5967568269","display_name":null,"funder_award_id":"2015TS030","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8608591372","display_name":null,"funder_award_id":"61374171","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W626840088","https://openalex.org/W797440643","https://openalex.org/W1665117611","https://openalex.org/W1969976093","https://openalex.org/W1970661255","https://openalex.org/W1970974975","https://openalex.org/W1972434972","https://openalex.org/W1973545255","https://openalex.org/W1976535311","https://openalex.org/W1981602386","https://openalex.org/W1994287632","https://openalex.org/W1996334006","https://openalex.org/W2003163860","https://openalex.org/W2009702937","https://openalex.org/W2010987157","https://openalex.org/W2013248136","https://openalex.org/W2018418257","https://openalex.org/W2021879290","https://openalex.org/W2021946237","https://openalex.org/W2024178389","https://openalex.org/W2026592736","https://openalex.org/W2027811079","https://openalex.org/W2031780690","https://openalex.org/W2039375846","https://openalex.org/W2045104247","https://openalex.org/W2046808776","https://openalex.org/W2048051204","https://openalex.org/W2048419276","https://openalex.org/W2051008133","https://openalex.org/W2054772088","https://openalex.org/W2056717940","https://openalex.org/W2057147496","https://openalex.org/W2057553352","https://openalex.org/W2057645973","https://openalex.org/W2058247547","https://openalex.org/W2058626170","https://openalex.org/W2062210787","https://openalex.org/W2064176874","https://openalex.org/W2064446218","https://openalex.org/W2065126584","https://openalex.org/W2071410910","https://openalex.org/W2084820442","https://openalex.org/W2086635487","https://openalex.org/W2087650869","https://openalex.org/W2093789877","https://openalex.org/W2102430371","https://openalex.org/W2109952733","https://openalex.org/W2111162116","https://openalex.org/W2112616111","https://openalex.org/W2115677345","https://openalex.org/W2116848336","https://openalex.org/W2116973981","https://openalex.org/W2118580492","https://openalex.org/W2121973871","https://openalex.org/W2123168499","https://openalex.org/W2123539377","https://openalex.org/W2126341830","https://openalex.org/W2128084896","https://openalex.org/W2129609383","https://openalex.org/W2139354882","https://openalex.org/W2139363317","https://openalex.org/W2147514436","https://openalex.org/W2150344394","https://openalex.org/W2153765205","https://openalex.org/W2154953441","https://openalex.org/W2159468916","https://openalex.org/W2167176119","https://openalex.org/W2169765193","https://openalex.org/W2171820558","https://openalex.org/W2323577791","https://openalex.org/W2333872718","https://openalex.org/W2343977510","https://openalex.org/W2479778494","https://openalex.org/W3105997554","https://openalex.org/W3210839039"],"related_works":["https://openalex.org/W2060724872","https://openalex.org/W2082094785","https://openalex.org/W2202198356","https://openalex.org/W3087203342","https://openalex.org/W2377184161","https://openalex.org/W228984114","https://openalex.org/W4226360758","https://openalex.org/W2151093953","https://openalex.org/W2090026684","https://openalex.org/W2028552635"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"the":[3,59,67,72,80,83,86,106,109],"synchronization":[4,64],"problem":[5],"of":[6,26,63,85,108],"coupled":[7,88],"delayed":[8,89],"multistable":[9,90],"neural":[10],"networks":[11],"(NNs)":[12],"with":[13,92],"directed":[14],"topology.":[15],"To":[16],"begin":[17],"with,":[18],"several":[19],"sufficient":[20,76],"conditions":[21,77],"are":[22,55,97,102],"developed":[23],"in":[24],"terms":[25],"algebraic":[27],"inequalities":[28],"such":[29],"that":[30],"every":[31],"subnetwork":[32],"has":[33],"multiple":[34],"locally":[35],"exponentially":[36],"stable":[37],"periodic":[38],"orbits":[39],"or":[40],"equilibrium":[41],"points.":[42],"Then":[43],"two":[44,60],"new":[45],"concepts":[46],"named":[47],"dynamical":[48],"multisynchronization":[49,53],"(DMS)":[50],"and":[51,71,82,94],"static":[52],"(SMS)":[54],"introduced":[56],"to":[57,104],"describe":[58],"novel":[61],"kinds":[62],"manifolds.":[65],"Using":[66],"impulsive":[68],"control":[69],"strategy":[70],"Razumikhin-type":[73],"technique,":[74],"some":[75],"for":[78],"both":[79],"DMS":[81],"SMS":[84],"controlled":[87],"NNs":[91],"fixed":[93],"switching":[95],"topologies":[96],"derived,":[98],"respectively.":[99],"Simulation":[100],"examples":[101],"presented":[103],"illustrate":[105],"effectiveness":[107],"proposed":[110],"results.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}