{"id":"https://openalex.org/W3043865738","doi":"https://doi.org/10.1155/2020/5430410","title":"Synchronization Analysis for Stochastic Inertial Memristor-Based Neural Networks with Linear Coupling","display_name":"Synchronization Analysis for Stochastic Inertial Memristor-Based Neural Networks with Linear Coupling","publication_year":2020,"publication_date":"2020-07-23","ids":{"openalex":"https://openalex.org/W3043865738","doi":"https://doi.org/10.1155/2020/5430410","mag":"3043865738"},"language":"en","primary_location":{"id":"doi:10.1155/2020/5430410","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5430410","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5430410.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/5430410.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038433401","display_name":"Lixia Ye","orcid":"https://orcid.org/0000-0002-6201-3224"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixia Ye","raw_affiliation_strings":["Department of Mathematics and Computer, Wuyi University, Wuyishan, Nanping 354300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer, Wuyi University, Wuyishan, Nanping 354300, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010932652","display_name":"Yonghui Xia","orcid":"https://orcid.org/0000-0001-8918-3509"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yonghui Xia","raw_affiliation_strings":["Department of Mathematics, Zhejiang Normal University, Jinhua 321004, China"],"raw_orcid":"https://orcid.org/0000-0001-8918-3509","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Zhejiang Normal University, Jinhua 321004, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017283326","display_name":"Jinliang Yan","orcid":"https://orcid.org/0000-0003-3672-2358"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin-liang Yan","raw_affiliation_strings":["Department of Mathematics and Computer, Wuyi University, Wuyishan, Nanping 354300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer, Wuyi University, Wuyishan, Nanping 354300, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100648188","display_name":"Haidong Liu","orcid":"https://orcid.org/0000-0002-3414-7524"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Liu","raw_affiliation_strings":["School of Mathematical Sciences, Qufu Normal University, Qufu 273165, China"],"raw_orcid":"https://orcid.org/0000-0002-3414-7524","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Qufu Normal University, Qufu 273165, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010932652"],"corresponding_institution_ids":["https://openalex.org/I135237710"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.2683,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62371024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"14"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9976000189781189,"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/memristor","display_name":"Memristor","score":0.831796407699585},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.670562744140625},{"id":"https://openalex.org/keywords/inertial-frame-of-reference","display_name":"Inertial frame of reference","score":0.6481943130493164},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6182048320770264},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5904746055603027},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5556507110595703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5439299941062927},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5416228771209717},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.4651324152946472},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.45243293046951294},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.44132357835769653},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4230806529521942},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34721046686172485},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3415284752845764},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.1743917167186737},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.128773033618927},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09576943516731262},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08948749303817749},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0735892653465271}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.831796407699585},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.670562744140625},{"id":"https://openalex.org/C173386949","wikidata":"https://www.wikidata.org/wiki/Q192735","display_name":"Inertial frame of reference","level":2,"score":0.6481943130493164},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6182048320770264},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5904746055603027},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5556507110595703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5439299941062927},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5416228771209717},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.4651324152946472},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.45243293046951294},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.44132357835769653},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4230806529521942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34721046686172485},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3415284752845764},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.1743917167186737},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.128773033618927},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09576943516731262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08948749303817749},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0735892653465271},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/5430410","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5430410","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5430410.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:5430410","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/5430410.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:ff0e4e8207064ec3b9f89db4e5422a6d","is_oa":true,"landing_page_url":"https://doaj.org/article/ff0e4e8207064ec3b9f89db4e5422a6d","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":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/5430410","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5430410","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/5430410.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1487996686","display_name":null,"funder_award_id":"YJ201802","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G251914666","display_name":"\u5fae\u5206\u65b9\u7a0b\u5b9a\u6027\u7406\u8bba\u4e0e\u5206\u652f\u95ee\u9898\u7814\u7a76","funder_award_id":"11931016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2695211540","display_name":null,"funder_award_id":"ZR2018MA018","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2965549320","display_name":null,"funder_award_id":"YJ201802","funder_id":"https://openalex.org/F4320324310","funder_display_name":"Wuyi University"},{"id":"https://openalex.org/G4339736381","display_name":null,"funder_award_id":"11931016","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5256569225","display_name":null,"funder_award_id":"LY20A010016","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5698829053","display_name":null,"funder_award_id":"ZR2018MA018","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7137012172","display_name":null,"funder_award_id":"[2018] 04","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G763071871","display_name":null,"funder_award_id":"201804","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320324310","display_name":"Wuyi University","ror":"https://ror.org/059djzq42"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3043865738.pdf","grobid_xml":"https://content.openalex.org/works/W3043865738.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1139195008","https://openalex.org/W2004059215","https://openalex.org/W2033166210","https://openalex.org/W2037686415","https://openalex.org/W2074957679","https://openalex.org/W2099129142","https://openalex.org/W2159543793","https://openalex.org/W2185162863","https://openalex.org/W2200614381","https://openalex.org/W2227243021","https://openalex.org/W2244754571","https://openalex.org/W2301538367","https://openalex.org/W2343409113","https://openalex.org/W2440204157","https://openalex.org/W2516079600","https://openalex.org/W2558974349","https://openalex.org/W2562521809","https://openalex.org/W2605770807","https://openalex.org/W2609122333","https://openalex.org/W2756399727","https://openalex.org/W2774001114","https://openalex.org/W2812383556","https://openalex.org/W2900500391","https://openalex.org/W2903032389","https://openalex.org/W2910958866","https://openalex.org/W2921095515","https://openalex.org/W2941998063","https://openalex.org/W2949181146","https://openalex.org/W2968370782","https://openalex.org/W2972759927","https://openalex.org/W2974442176","https://openalex.org/W2994986437","https://openalex.org/W3008467619","https://openalex.org/W3008890680","https://openalex.org/W3013443218","https://openalex.org/W3036322696"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2463286374","https://openalex.org/W2304829496","https://openalex.org/W2515116204","https://openalex.org/W207380334","https://openalex.org/W2028675967","https://openalex.org/W2167063264","https://openalex.org/W4224283474","https://openalex.org/W2115101923"],"abstract_inverted_index":{"This":[0],"paper":[1],"concerns":[2],"the":[3,24,29,53,57,62,88,97,111,114],"synchronization":[4,72],"problem":[5],"for":[6,36],"a":[7,44],"class":[8],"of":[9,100,113],"stochastic":[10,30,45,58,81,101],"memristive":[11],"neural":[12,33],"networks":[13,34],"with":[14,38],"inertial":[15,31],"term,":[16],"linear":[17,39],"coupling,":[18],"and":[19,61],"time-varying":[20],"delay.":[21],"Based":[22],"on":[23],"interval":[25,46],"parametric":[26,47],"uncertainty":[27],"theory,":[28],"memristor-based":[32],"(IMNNs":[35],"short)":[37],"coupling":[40],"are":[41,68],"transformed":[42],"to":[43,70,85,109],"uncertain":[48],"system.":[49],"Furthermore,":[50],"by":[51,95],"applying":[52],"Lyapunov":[54],"stability":[55],"theorem,":[56],"analysis":[59],"approach,":[60],"Halanay":[63],"inequality,":[64],"some":[65],"sufficient":[66],"conditions":[67],"obtained":[69],"realize":[71],"in":[73],"mean":[74],"square.":[75],"The":[76],"established":[77],"criteria":[78],"show":[79],"that":[80,87],"perturbation":[82],"is":[83,107],"designed":[84],"ensure":[86],"coupled":[89],"IMNNs":[90],"can":[91],"be":[92],"synchronized":[93],"better":[94],"changing":[96],"state":[98],"coefficients":[99],"perturbation.":[102],"Finally,":[103],"an":[104],"illustrative":[105],"example":[106],"presented":[108],"demonstrate":[110],"efficiency":[112],"theoretical":[115],"results.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}