{"id":"https://openalex.org/W2887329639","doi":"https://doi.org/10.1109/tnnls.2018.2852807","title":"Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach","display_name":"Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach","publication_year":2018,"publication_date":"2018-08-02","ids":{"openalex":"https://openalex.org/W2887329639","doi":"https://doi.org/10.1109/tnnls.2018.2852807","mag":"2887329639","pmid":"https://pubmed.ncbi.nlm.nih.gov/30072342"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2018.2852807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2018.2852807","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/A5012694572","display_name":"R. Saravanakumar","orcid":"https://orcid.org/0000-0002-4772-1732"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ramasamy Saravanakumar","raw_affiliation_strings":["Department of Mathematics, Mahidol University, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-4772-1732","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Mahidol University, Bangkok, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069066516","display_name":"Hyung Soo Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyung Soo Kang","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084993350","display_name":"Choon Ki Ahn","orcid":"https://orcid.org/0000-0003-0993-9658"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choon Ki Ahn","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0993-9658","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053561890","display_name":"Xiaojie Su","orcid":"https://orcid.org/0000-0003-1802-0264"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojie Su","raw_affiliation_strings":["College of Automation, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1802-0264","affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090855504","display_name":"Hamid Reza Karimi","orcid":"https://orcid.org/0000-0001-7629-3266"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Hamid Reza Karimi","raw_affiliation_strings":["Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7629-3266","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1505,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94409665,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"3","first_page":"913","last_page":"922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"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":0.9997000098228455,"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/T10320","display_name":"Neural Networks and Applications","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9977999925613403,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.5357277989387512},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4511106610298157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45016297698020935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36921757459640503},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3421884775161743},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.25058865547180176}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5357277989387512},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4511106610298157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45016297698020935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36921757459640503},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3421884775161743},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25058865547180176}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2018.2852807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2018.2852807","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:30072342","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30072342","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},{"id":"pmh:oai:re.public.polimi.it:11311/1121709","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1121709","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4144425419","display_name":null,"funder_award_id":"NRF-2017R1A1A1A05001325","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1506119886","https://openalex.org/W1907796993","https://openalex.org/W1972079066","https://openalex.org/W1972510095","https://openalex.org/W1992039099","https://openalex.org/W2009706090","https://openalex.org/W2025294956","https://openalex.org/W2029998328","https://openalex.org/W2036282926","https://openalex.org/W2037686415","https://openalex.org/W2054312097","https://openalex.org/W2065176053","https://openalex.org/W2092447130","https://openalex.org/W2093837911","https://openalex.org/W2094224819","https://openalex.org/W2094731610","https://openalex.org/W2095477585","https://openalex.org/W2095656425","https://openalex.org/W2113515346","https://openalex.org/W2137111431","https://openalex.org/W2138484437","https://openalex.org/W2138547922","https://openalex.org/W2171850697","https://openalex.org/W2291892901","https://openalex.org/W2342757209","https://openalex.org/W2343432705","https://openalex.org/W2382669442","https://openalex.org/W2498139724","https://openalex.org/W2507832450","https://openalex.org/W2523592132","https://openalex.org/W2529405793","https://openalex.org/W2549635012","https://openalex.org/W2585173317","https://openalex.org/W2735768445","https://openalex.org/W2784156445","https://openalex.org/W3210839039","https://openalex.org/W4248816015","https://openalex.org/W4285719527","https://openalex.org/W6680328449"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"examines":[2],"the":[3,13,24,30,35,60,68,94,97],"robust":[4,84],"stabilization":[5,85],"problem":[6],"of":[7,34,62,96],"continuous-time":[8],"delayed":[9],"neural":[10,37],"networks":[11],"via":[12],"dissipativity-learning":[14],"approach.":[15],"A":[16],"new":[17],"learning":[18,81,99],"algorithm":[19,82],"is":[20],"established":[21,98],"to":[22,92],"guarantee":[23],"asymptotic":[25],"stability":[26],"as":[27,29,47],"well":[28],"(Q,":[31],"S,":[32],"R)-\u03b1-dissipativity":[33],"considered":[36],"networks.":[38],"The":[39],"developed":[40],"result":[41],"encompasses":[42],"some":[43],"existing":[44],"results,":[45],"such":[46],"H":[48],"<sub":[49],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[50],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u221e</sub>":[51],"and":[52,79],"passivity":[53],"performances,":[54],"in":[55],"a":[56,63,71,80],"unified":[57],"framework.":[58],"With":[59],"introduction":[61],"Lyapunov-Krasovskii":[64],"functional":[65],"together":[66],"with":[67],"Legendre":[69],"polynomial,":[70],"novel":[72],"delay-dependent":[73],"linear":[74],"matrix":[75],"inequality":[76],"(LMI)":[77],"condition":[78],"for":[83],"are":[86,90],"presented.":[87],"Demonstrative":[88],"examples":[89],"given":[91],"show":[93],"usefulness":[95],"algorithm.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}