{"id":"https://openalex.org/W2919352975","doi":"https://doi.org/10.1109/tnnls.2019.2891552","title":"New Results on Stability Analysis for Delayed Markovian Generalized Neural Networks With Partly Unknown Transition Rates","display_name":"New Results on Stability Analysis for Delayed Markovian Generalized Neural Networks With Partly Unknown Transition Rates","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2919352975","doi":"https://doi.org/10.1109/tnnls.2019.2891552","mag":"2919352975","pmid":"https://pubmed.ncbi.nlm.nih.gov/30843809"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2019.2891552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2891552","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/A5041621256","display_name":"Ruimei Zhang","orcid":"https://orcid.org/0000-0002-6996-5412"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruimei Zhang","raw_affiliation_strings":["School of Mathematics Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010492930","display_name":"Deqiang Zeng","orcid":"https://orcid.org/0000-0001-6885-9696"},"institutions":[{"id":"https://openalex.org/I4210117337","display_name":"Neijiang Normal University","ror":"https://ror.org/02bc8tz70","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210117337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deqiang Zeng","raw_affiliation_strings":["Data Recovery Key Laboratory of Sichuan Province, Neijiang Normal University, Neijiang, China"],"affiliations":[{"raw_affiliation_string":"Data Recovery Key Laboratory of Sichuan Province, Neijiang Normal University, Neijiang, China","institution_ids":["https://openalex.org/I4210117337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030849815","display_name":"Xinzhi Liu","orcid":"https://orcid.org/0000-0003-3572-2807"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xinzhi Liu","raw_affiliation_strings":["Department of Applied Mathematics, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034087989","display_name":"Shouming Zhong","orcid":"https://orcid.org/0000-0002-0334-6117"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouming Zhong","raw_affiliation_strings":["School of Mathematics Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085029208","display_name":"Jun Cheng","orcid":"https://orcid.org/0000-0002-3483-747X"},"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":"Jun Cheng","raw_affiliation_strings":["School of Automation and Electrical Engineering, Qingdao University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041621256"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":3.3368,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92750467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"30","issue":"11","first_page":"3384","last_page":"3395"},"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/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6994208693504333},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.6281394958496094},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.594842255115509},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.561116635799408},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5311475992202759},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5279228687286377},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5167283415794373},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.47759056091308594},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4641515016555786},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4181726574897766},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3466583490371704},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15826424956321716},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11120080947875977},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10417884588241577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08566486835479736},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.06554010510444641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0583348274230957}],"concepts":[{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6994208693504333},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.6281394958496094},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.594842255115509},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.561116635799408},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5311475992202759},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5279228687286377},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5167283415794373},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.47759056091308594},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4641515016555786},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4181726574897766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3466583490371704},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15826424956321716},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11120080947875977},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10417884588241577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08566486835479736},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.06554010510444641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0583348274230957},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2019.2891552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2891552","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:30843809","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30843809","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/G5470469018","display_name":null,"funder_award_id":"61703150","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1880793639","https://openalex.org/W1967965856","https://openalex.org/W1972041244","https://openalex.org/W1993920342","https://openalex.org/W1999808555","https://openalex.org/W2004896542","https://openalex.org/W2007504090","https://openalex.org/W2016562720","https://openalex.org/W2031673504","https://openalex.org/W2037686415","https://openalex.org/W2038641684","https://openalex.org/W2041289944","https://openalex.org/W2044467507","https://openalex.org/W2051104796","https://openalex.org/W2107194000","https://openalex.org/W2117976551","https://openalex.org/W2140902856","https://openalex.org/W2145963278","https://openalex.org/W2158455871","https://openalex.org/W2301325126","https://openalex.org/W2343265570","https://openalex.org/W2346754133","https://openalex.org/W2410966350","https://openalex.org/W2521394486","https://openalex.org/W2535815571","https://openalex.org/W2557903677","https://openalex.org/W2588591728","https://openalex.org/W2610437157","https://openalex.org/W2617498340","https://openalex.org/W2619678142","https://openalex.org/W2737172036","https://openalex.org/W2742569709","https://openalex.org/W2748720724","https://openalex.org/W2755715427","https://openalex.org/W2766420801","https://openalex.org/W2769056727","https://openalex.org/W2777695765","https://openalex.org/W2804064023","https://openalex.org/W2807299305","https://openalex.org/W2883558842","https://openalex.org/W3141641421"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W3032952384","https://openalex.org/W3017902212","https://openalex.org/W2964335273","https://openalex.org/W2982145560","https://openalex.org/W2969450769"],"abstract_inverted_index":{"The":[0,20,48],"stability":[1,70],"of":[2,14,61,90],"delayed":[3],"Markovian":[4],"generalized":[5],"neural":[6],"networks":[7],"is":[8,46,51],"studied":[9],"where":[10],"the":[11,15,26,59,66,84,86,91],"transition":[12,23,34],"rates":[13,24],"modes":[16],"are":[17,30,72,75,94],"partly":[18,21],"unknown.":[19],"unknown":[22],"generalize":[25],"traditional":[27],"works":[28],"that":[29],"with":[31,41,76],"all":[32],"known":[33],"rates.":[35],"Then,":[36],"a":[37,42],"Lyapunov-Krasovskii":[38],"functional":[39],"(LKF)":[40],"delay-product-type":[43],"(DPT)":[44],"term":[45,50],"constructed.":[47],"DPT":[49,68],"not":[52],"only":[53],"simple":[54],"but":[55],"also":[56],"fully":[57],"utilizes":[58],"information":[60],"time":[62],"delay.":[63],"Based":[64],"on":[65],"new":[67],"LKF,":[69],"criteria":[71],"presented,":[73],"which":[74],"lower":[77],"computational":[78],"complexity":[79],"and":[80,88],"less":[81],"conservative.":[82],"In":[83],"end,":[85],"validity":[87],"superiorities":[89],"analytical":[92],"results":[93],"verified":[95],"by":[96],"several":[97],"examples.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
