{"id":"https://openalex.org/W2985705946","doi":"https://doi.org/10.1109/tnnls.2019.2946151","title":"Observer-Based Impulsive Synchronization for Neural Networks With Uncertain Exchanging Information","display_name":"Observer-Based Impulsive Synchronization for Neural Networks With Uncertain Exchanging Information","publication_year":2019,"publication_date":"2019-11-15","ids":{"openalex":"https://openalex.org/W2985705946","doi":"https://doi.org/10.1109/tnnls.2019.2946151","mag":"2985705946","pmid":"https://pubmed.ncbi.nlm.nih.gov/31751287"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2019.2946151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2946151","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/A5059396055","display_name":"Hongxia Rao","orcid":"https://orcid.org/0000-0002-4068-5986"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Rao","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4068-5986","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724428","display_name":"Fen Liu","orcid":"https://orcid.org/0000-0002-3757-0838"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fen Liu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3757-0838","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009702637","display_name":"Hui Peng","orcid":"https://orcid.org/0000-0001-7954-9028"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Peng","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044552537","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-2219-7732"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2219-7732","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069617479","display_name":"Renquan Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renquan Lu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5650-6519","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control and the School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":4.7982,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95554902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"10","first_page":"3777","last_page":"3787"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.730459451675415},{"id":"https://openalex.org/keywords/kronecker-product","display_name":"Kronecker product","score":0.696223795413971},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6104738712310791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6058828234672546},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.5378756523132324},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5151647329330444},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48709869384765625},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.47631725668907166},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.4384719431400299},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3200633227825165},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.17666271328926086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14328810572624207},{"id":"https://openalex.org/keywords/kronecker-delta","display_name":"Kronecker delta","score":0.1349412500858307},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.10322651267051697}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.730459451675415},{"id":"https://openalex.org/C46030957","wikidata":"https://www.wikidata.org/wiki/Q1238125","display_name":"Kronecker product","level":3,"score":0.696223795413971},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6104738712310791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6058828234672546},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.5378756523132324},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5151647329330444},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48709869384765625},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.47631725668907166},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4384719431400299},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3200633227825165},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.17666271328926086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14328810572624207},{"id":"https://openalex.org/C39482219","wikidata":"https://www.wikidata.org/wiki/Q192826","display_name":"Kronecker delta","level":2,"score":0.1349412500858307},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.10322651267051697},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2019.2946151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2946151","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:31751287","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31751287","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/G3431216509","display_name":null,"funder_award_id":"U1611262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5783039701","display_name":null,"funder_award_id":"2018B030312006b","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G7931737713","display_name":null,"funder_award_id":"61876041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8641311093","display_name":null,"funder_award_id":"61906047","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1904869745","https://openalex.org/W1964865161","https://openalex.org/W1968452087","https://openalex.org/W1975387445","https://openalex.org/W2046629409","https://openalex.org/W2054602340","https://openalex.org/W2063246107","https://openalex.org/W2066931881","https://openalex.org/W2070420304","https://openalex.org/W2074381403","https://openalex.org/W2098760195","https://openalex.org/W2100935517","https://openalex.org/W2113281549","https://openalex.org/W2121820607","https://openalex.org/W2128226330","https://openalex.org/W2129248505","https://openalex.org/W2149762658","https://openalex.org/W2155356457","https://openalex.org/W2157631382","https://openalex.org/W2161874107","https://openalex.org/W2170423728","https://openalex.org/W2200614381","https://openalex.org/W2259261597","https://openalex.org/W2519634894","https://openalex.org/W2568958298","https://openalex.org/W2580848314","https://openalex.org/W2591999327","https://openalex.org/W2728921709","https://openalex.org/W2751510101","https://openalex.org/W2755252449","https://openalex.org/W2782104807","https://openalex.org/W2797305442","https://openalex.org/W2802252324","https://openalex.org/W2802990478","https://openalex.org/W2807012007","https://openalex.org/W2810135222","https://openalex.org/W2883464943","https://openalex.org/W2889299993","https://openalex.org/W2895747520","https://openalex.org/W2897673399","https://openalex.org/W2898438533","https://openalex.org/W2900821062","https://openalex.org/W2904623552","https://openalex.org/W2915425966","https://openalex.org/W2980090561","https://openalex.org/W2982507883","https://openalex.org/W3099234163","https://openalex.org/W3104175967"],"related_works":["https://openalex.org/W2361878581","https://openalex.org/W2073634779","https://openalex.org/W3102722572","https://openalex.org/W123417539","https://openalex.org/W2364489971","https://openalex.org/W1564288589","https://openalex.org/W2090103374","https://openalex.org/W2363898479","https://openalex.org/W2023906881","https://openalex.org/W2360296850"],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"synchronization":[3,94],"for":[4],"a":[5,34,114,140],"group":[6,97],"of":[7,46,70,95,98,104,118,126],"discrete-time":[8],"neural":[9],"networks":[10],"(NNs)":[11],"with":[12],"the":[13,21,26,44,48,58,68,71,83,96,102,105,119,123,127,130],"uncertain":[14,22,36],"exchanging":[15],"information,":[16],"which":[17,42],"is":[18,64,79,90,110,137],"caused":[19],"by":[20,100,139],"connection":[23],"weights":[24],"among":[25,51],"NNs":[27,52,59,99],"nodes,":[28,53],"and":[29,122,129],"they":[30],"are":[31,54,132],"transformed":[32],"into":[33],"norm-bounded":[35],"Laplacian":[37],"matrix.":[38],"Distributed":[39],"impulsive":[40,62,74,120],"observers,":[41],"possess":[43],"advantage":[45],"reducing":[47],"communication":[49],"load":[50],"designed":[55],"to":[56,66,92,112],"observe":[57],"state.":[60],"The":[61,134],"controller":[63,131],"proposed":[65],"improve":[67],"efficiency":[69],"controller.":[72],"An":[73,107],"augmented":[75],"error":[76],"system":[77],"(IAES)":[78],"obtained":[80],"based":[81],"on":[82],"matrix":[84],"Kronecker":[85],"product.":[86],"A":[87],"sufficient":[88],"condition":[89],"established":[91],"ensure":[93],"proving":[101],"stability":[103],"IAES.":[106],"iterative":[108],"algorithm":[109],"given":[111],"obtain":[113],"suboptimal":[115],"allowed":[116],"interval":[117],"signal,":[121],"corresponding":[124],"gains":[125],"observer":[128],"derived.":[133],"developed":[135],"result":[136],"illustrated":[138],"numerical":[141],"example.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}