{"id":"https://openalex.org/W2995274026","doi":"https://doi.org/10.1109/access.2019.2960056","title":"Global Synchronization of Complex-Valued Neural Networks With Stochastic Disturbances and Time-Varying Delay","display_name":"Global Synchronization of Complex-Valued Neural Networks With Stochastic Disturbances and Time-Varying Delay","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2995274026","doi":"https://doi.org/10.1109/access.2019.2960056","mag":"2995274026"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2960056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08933372.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08933372.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053337653","display_name":"Meijuan Liu","orcid":"https://orcid.org/0000-0003-0905-8818"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meijuan Liu","raw_affiliation_strings":["College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China","School of Mathematical Sciences, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-0905-8818","affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Mathematical Sciences, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609657","display_name":"Xiangrong Wang","orcid":"https://orcid.org/0000-0002-0209-1503"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangrong Wang","raw_affiliation_strings":["College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-0209-1503","affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033923105","display_name":"Ziye Zhang","orcid":"https://orcid.org/0000-0002-5099-5486"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziye Zhang","raw_affiliation_strings":["College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-5099-5486","affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100422268","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0001-7188-5828"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-7188-5828","affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1561,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61021807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"182600","last_page":"182610"},"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9991000294685364,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7125075459480286},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6642098426818848},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6158705949783325},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.47419577836990356},{"id":"https://openalex.org/keywords/time-synchronization","display_name":"Time synchronization","score":0.4131513237953186},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.30830228328704834},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26112329959869385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24085986614227295},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.239750474691391}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125075459480286},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6642098426818848},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6158705949783325},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.47419577836990356},{"id":"https://openalex.org/C2986737936","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Time synchronization","level":2,"score":0.4131513237953186},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30830228328704834},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26112329959869385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24085986614227295},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.239750474691391},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2960056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08933372.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:411eeef2e9c944899898517b1d6539d5","is_oa":true,"landing_page_url":"https://doaj.org/article/411eeef2e9c944899898517b1d6539d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 182600-182610 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2960056","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2960056","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08933372.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3796888210","display_name":null,"funder_award_id":"61503222)","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322522","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2995274026.pdf","grobid_xml":"https://content.openalex.org/works/W2995274026.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1420835759","https://openalex.org/W1967965856","https://openalex.org/W1970442252","https://openalex.org/W1981339441","https://openalex.org/W1981673401","https://openalex.org/W1993522825","https://openalex.org/W2001993783","https://openalex.org/W2016562720","https://openalex.org/W2020298866","https://openalex.org/W2042808406","https://openalex.org/W2048478371","https://openalex.org/W2052558184","https://openalex.org/W2057271850","https://openalex.org/W2072338133","https://openalex.org/W2074957679","https://openalex.org/W2090279330","https://openalex.org/W2136567646","https://openalex.org/W2191891362","https://openalex.org/W2550850944","https://openalex.org/W2582203443","https://openalex.org/W2612728938","https://openalex.org/W2614570124","https://openalex.org/W2747096290","https://openalex.org/W2762552068","https://openalex.org/W2765415180","https://openalex.org/W2769074735","https://openalex.org/W2782439591","https://openalex.org/W2789571611","https://openalex.org/W2790808302","https://openalex.org/W2792417803","https://openalex.org/W2793466760","https://openalex.org/W2796053841","https://openalex.org/W2803820553","https://openalex.org/W2807820314","https://openalex.org/W2902255553","https://openalex.org/W2902860349","https://openalex.org/W2911416287","https://openalex.org/W2924845864","https://openalex.org/W2929579578","https://openalex.org/W2944553092","https://openalex.org/W2948800568","https://openalex.org/W2978484465","https://openalex.org/W2987808092","https://openalex.org/W6664889354","https://openalex.org/W6763456596","https://openalex.org/W6770198051"],"related_works":["https://openalex.org/W2885105415","https://openalex.org/W2166939931","https://openalex.org/W2378845890","https://openalex.org/W2548702785","https://openalex.org/W4231087120","https://openalex.org/W2322793796","https://openalex.org/W1631301428","https://openalex.org/W2361721963","https://openalex.org/W1566366401","https://openalex.org/W2031096545"],"abstract_inverted_index":{"This":[0],"paper":[1,54],"discusses":[2],"synchronization":[3,25],"problem":[4],"of":[5,42,52,97],"two":[6],"delayed":[7],"stochastic":[8,17,83],"neural":[9],"networks.":[10],"By":[11],"constructing":[12],"the":[13,24,30,34,49,58,64,68,93,98],"Lyapunov":[14],"functions,":[15],"using":[16],"analysis":[18],"technique,":[19],"some":[20],"sufficient":[21],"conditions":[22],"guaranteeing":[23],"in":[26,40,56,77],"mean":[27],"square":[28],"for":[29,63],"drive":[31,65],"system":[32,36,66,70],"with":[33,82],"response":[35,69],"have":[37],"been":[38],"derived":[39],"terms":[41],"linear":[43],"matrix":[44],"inequalities":[45],"(LMIs)":[46],"approach.":[47],"Moreover,":[48],"main":[50],"feature":[51],"this":[53],"lies":[55],"that":[57],"present":[59,99],"results":[60],"are":[61,73,89],"applicable":[62],"and":[67,95],"which":[71],"all":[72],"considered":[74],"not":[75],"only":[76],"complex-valued":[78],"domain":[79],"but":[80],"also":[81],"noise":[84],"case.":[85],"Two":[86],"numerical":[87],"examples":[88],"given":[90],"to":[91],"illustrate":[92],"effectiveness":[94],"merits":[96],"results.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
