{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T00:55:32Z","timestamp":1768352132433,"version":"3.49.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T00:00:00Z","timestamp":1700179200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T00:00:00Z","timestamp":1700179200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62173163"],"award-info":[{"award-number":["62173163"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1007\/s00521-023-09114-7","type":"journal-article","created":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T22:02:02Z","timestamp":1700258522000},"page":"1449-1458","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["State estimation in coupled neural networks with delays via changeable pinning control"],"prefix":"10.1007","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6885-1050","authenticated-orcid":false,"given":"Qiang","family":"Jia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengyu","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yingchao","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cuili","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,11,17]]},"reference":[{"key":"9114_CR1","unstructured":"Klein E, Mislovaty R, Kanter I, Ruttor A, Kinzel W (2004) Synchronization of neural networks by mutual learning and its application to cryptography. Adv Neural Inf Process Syst 17"},{"issue":"3","key":"9114_CR2","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1109\/TCYB.2018.2877410","volume":"50","author":"L Shanmugam","year":"2020","unstructured":"Shanmugam L, Mani P, Rajan R, Joo YH (2020) Adaptive synchronization of reaction-diffusion neural networks and its application to secure communication. IEEE Trans Cybern 50(3):911\u2013922","journal-title":"IEEE Trans Cybern"},{"issue":"11","key":"9114_CR3","doi-asserted-by":"publisher","first-page":"2325","DOI":"10.3390\/sym14112325","volume":"14","author":"R-E Karamani","year":"2022","unstructured":"Karamani R-E, Tsakalos K-A, Sirakoulis GC (2022) Emulating epileptic seizures on coupled chua\u2019s circuit networks. Symmetry 14(11):2325","journal-title":"Symmetry"},{"issue":"1","key":"9114_CR4","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1109\/TNN.2004.841813","volume":"16","author":"Z Wang","year":"2005","unstructured":"Wang Z, Ho DW, Liu X (2005) State estimation for delayed neural networks. IEEE Trans Neural Netw 16(1):279\u2013284","journal-title":"IEEE Trans Neural Netw"},{"key":"9114_CR5","doi-asserted-by":"crossref","unstructured":"Chen Y, Zhang N, Yang J (2022) A survey of recent advances on stability analysis, state estimation and synchronization control for neural networks. Neurocomputing","DOI":"10.1016\/j.neucom.2022.10.020"},{"issue":"4","key":"9114_CR6","doi-asserted-by":"publisher","first-page":"1077","DOI":"10.1109\/TNN.2006.875969","volume":"17","author":"Y He","year":"2006","unstructured":"He Y, Wang Q-G, Wu M, Lin C (2006) Delay-dependent state estimation for delayed neural networks. IEEE Trans Neural Netw 17(4):1077\u20131080","journal-title":"IEEE Trans Neural Netw"},{"issue":"03","key":"9114_CR7","doi-asserted-by":"publisher","first-page":"671","DOI":"10.1142\/S0218127497000467","volume":"7","author":"J Suykens","year":"1997","unstructured":"Suykens J, Curran P, Chua L (1997) Master-slave synchronization using dynamic output feedback. Int J Bifurc Chaos 7(03):671\u2013679","journal-title":"Int J Bifurc Chaos"},{"key":"9114_CR8","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.ins.2018.11.001","volume":"478","author":"X-M Zhang","year":"2019","unstructured":"Zhang X-M, Han Q-L, Ge X (2019) An overview of neuronal state estimation of neural networks with time-varying delays. Inf Sci 478:83\u201399","journal-title":"Inf Sci"},{"issue":"3\u20134","key":"9114_CR9","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1016\/S0378-4371(02)00772-0","volume":"310","author":"XF Wang","year":"2002","unstructured":"Wang XF, Chen G (2002) Pinning control of scale-free dynamical networks. Phys A Stat Mech Appl 310(3\u20134):521\u2013531","journal-title":"Phys A Stat Mech Appl"},{"issue":"4","key":"9114_CR10","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.046204","volume":"76","author":"C Li","year":"2007","unstructured":"Li C, Sun W, Kurths J (2007) Synchronization between two coupled complex networks. Phys Rev E 76(4):046204","journal-title":"Phys Rev E"},{"issue":"2","key":"9114_CR11","first-page":"206","volume":"63","author":"Y Li","year":"2015","unstructured":"Li Y, Wu X, Lu J-A, L\u00fc J (2015) Synchronizability of duplex networks. IEEE Trans Circuits Syst II Express Briefs 63(2):206\u2013210","journal-title":"IEEE Trans Circuits Syst II Express Briefs"},{"key":"9114_CR12","doi-asserted-by":"publisher","first-page":"1387","DOI":"10.1016\/j.neucom.2014.08.057","volume":"149","author":"G Wen","year":"2015","unstructured":"Wen G, Yu W, Wang J, Xu D, Cao J (2015) Distributed node-to-node consensus of multi-agent systems with time-varying pinning links. Neurocomputing 149:1387\u20131395","journal-title":"Neurocomputing"},{"issue":"4","key":"9114_CR13","doi-asserted-by":"publisher","DOI":"10.1063\/1.4768661","volume":"22","author":"Y Sun","year":"2012","unstructured":"Sun Y, Li W, Zhao D (2012) Outer synchronization between two complex dynamical networks with discontinuous coupling. Chaos Interdiscip J Nonlinear Sci 22(4):043125","journal-title":"Chaos Interdiscip J Nonlinear Sci"},{"key":"9114_CR14","doi-asserted-by":"publisher","first-page":"8649","DOI":"10.1007\/s00521-020-05619-7","volume":"33","author":"Q Jia","year":"2021","unstructured":"Jia Q, Bram AK, Han Z (2021) Synchronization of drive-response networks with event-based pinning control. Neural Comput Appl 33:8649\u20138658","journal-title":"Neural Comput Appl"},{"issue":"3","key":"9114_CR15","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1109\/TNN.2011.2105501","volume":"22","author":"J Liang","year":"2011","unstructured":"Liang J, Wang Z, Liu X (2011) Distributed state estimation for discrete-time sensor networks with randomly varying nonlinearities and missing measurements. IEEE Trans Neural Netw 22(3):486\u2013496","journal-title":"IEEE Trans Neural Netw"},{"issue":"12","key":"9114_CR16","doi-asserted-by":"publisher","first-page":"2027","DOI":"10.1109\/TNNLS.2013.2271357","volume":"24","author":"B Shen","year":"2013","unstructured":"Shen B, Wang Z, Ding D, Shu H (2013) $${H}_\\infty$$ state estimation for complex networks with uncertain inner coupling and incomplete measurements. IEEE Trans Neural Netw Learn Syst 24(12):2027\u20132037","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"9114_CR17","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.neucom.2017.01.035","volume":"238","author":"R Sakthivel","year":"2017","unstructured":"Sakthivel R, Sathishkumar M, Kaviarasan B, Anthoni SM (2017) Synchronization and state estimation for stochastic complex networks with uncertain inner coupling. Neurocomputing 238:44\u201355","journal-title":"Neurocomputing"},{"key":"9114_CR18","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.neucom.2014.02.051","volume":"138","author":"H Li","year":"2014","unstructured":"Li H (2014) Sampled-data state estimation for complex dynamical networks with time-varying delay and stochastic sampling. Neurocomputing 138:78\u201385","journal-title":"Neurocomputing"},{"issue":"S2","key":"9114_CR19","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1002\/cplx.21837","volume":"21","author":"S Cai","year":"2016","unstructured":"Cai S, Lei X, Liu Z (2016) Outer synchronization between two hybrid-coupled delayed dynamical networks via aperiodically adaptive intermittent pinning control. Complexity 21(S2):593\u2013605","journal-title":"Complexity"},{"issue":"11","key":"9114_CR20","doi-asserted-by":"publisher","first-page":"2497","DOI":"10.1109\/TCYB.2015.2478860","volume":"46","author":"L Wang","year":"2016","unstructured":"Wang L, Wang Z, Huang T, Wei G (2016) An event-triggered approach to state estimation for a class of complex networks with mixed time delays and nonlinearities. IEEE Trans Cybern 46(11):2497\u20132508","journal-title":"IEEE Trans Cybern"},{"key":"9114_CR21","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1016\/j.ins.2016.08.064","volume":"372","author":"K Shi","year":"2016","unstructured":"Shi K, Liu X, Tang Y, Zhu H, Zhong S (2016) Some novel approaches on state estimation of delayed neural networks. Inf Sci 372:313\u2013331","journal-title":"Inf Sci"},{"key":"9114_CR22","doi-asserted-by":"publisher","first-page":"912","DOI":"10.1016\/j.neucom.2015.10.017","volume":"174","author":"Q Li","year":"2016","unstructured":"Li Q, Shen B, Liu Y, Alsaadi FE (2016) Event-triggered $${H}_\\infty$$ state estimation for discrete-time stochastic genetic regulatory networks with markovian jumping parameters and time-varying delays. Neurocomputing 174:912\u2013920","journal-title":"Neurocomputing"},{"issue":"5","key":"9114_CR23","first-page":"2292","volume":"32","author":"Q Jia","year":"2021","unstructured":"Jia Q, Mwanandiye ES, Tang WK (2021) Master-slave synchronization of delayed neural networks with time-varying control. IEEE Trans Neural Netw Learn Syst 32(5):2292\u20132298","journal-title":"IEEE Trans Circuits Systems I Regul Pap"},{"issue":"6","key":"9114_CR24","doi-asserted-by":"publisher","first-page":"3320","DOI":"10.1109\/TSMC.2019.2921594","volume":"51","author":"Q Jia","year":"2021","unstructured":"Jia Q, Sun M, Tang WK (2021) Consensus of multiagent systems with delayed node dynamics and time-varying coupling. IEEE Trans Syst Man Cybern Syst 51(6):3320\u20133329","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"9114_CR25","doi-asserted-by":"crossref","unstructured":"Wu CW (2010) On control of networks of dynamical systems. In: Proceedings of 2010 IEEE international symposium on circuits and systems. IEEE, pp 3785\u20133788","DOI":"10.1109\/ISCAS.2010.5537735"},{"issue":"10","key":"9114_CR26","doi-asserted-by":"publisher","first-page":"2508","DOI":"10.1109\/TCSI.2011.2131230","volume":"58","author":"Q Jia","year":"2011","unstructured":"Jia Q, Tang WK, Halang WA (2011) Leader following of nonlinear agents with switching connective network and coupling delay. IEEE Trans Circuits Syst I Regul Pap 58(10):2508\u20132519","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"key":"9114_CR27","volume-title":"Introduction to functional differential equations","author":"JK Hale","year":"2013","unstructured":"Hale JK, Lunel SMV (2013) Introduction to functional differential equations, vol 99. Springer Science & Business Media"},{"issue":"9","key":"9114_CR28","doi-asserted-by":"publisher","first-page":"3783","DOI":"10.1109\/TCSI.2022.3182573","volume":"69","author":"Q Jia","year":"2022","unstructured":"Jia Q, Han Z, Tang WK (2022) Synchronization of dynamical networks with heterogeneous delays via time-varying pinning. IEEE Trans Circuits Syst I Regul Pap 69(9):3783\u20133793","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"issue":"12","key":"9114_CR29","doi-asserted-by":"publisher","first-page":"2491","DOI":"10.1109\/TCSI.2004.838308","volume":"51","author":"W Lu","year":"2004","unstructured":"Lu W, Chen T (2004) Synchronization of coupled connected neural networks with delays. IEEE Trans Circuits Syst I Regul Pap 51(12):2491\u20132503","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"issue":"02","key":"9114_CR30","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1142\/S021812669300037X","volume":"3","author":"C G\u00fczeli\u015f","year":"1993","unstructured":"G\u00fczeli\u015f C (1993) Chaotic cellular neural networks made of chua\u2019s circuits. J Circuits Syst Comput 3(02):603\u2013612","journal-title":"J Circuits Syst Comput"},{"issue":"9","key":"9114_CR31","doi-asserted-by":"publisher","first-page":"1151","DOI":"10.1109\/81.948446","volume":"48","author":"XF Wang","year":"2001","unstructured":"Wang XF, Zhong G-Q, Tang K-S, Man KF, Liu Z-F (2001) Generating chaos in chua\u2019s circuit via time-delay feedback. IEEE Trans Circuits Syst I Fundam Theory Appl 48(9):1151\u20131156","journal-title":"IEEE Trans Circuits Syst I Fundam Theory Appl"},{"issue":"3","key":"9114_CR32","doi-asserted-by":"publisher","first-page":"672","DOI":"10.1109\/TCSI.2009.2024971","volume":"57","author":"Q Song","year":"2009","unstructured":"Song Q, Cao J (2009) On pinning synchronization of directed and undirected complex dynamical networks. IEEE Trans Circuits Syst I Regul Pap 57(3):672\u2013680","journal-title":"IEEE Trans Circuits Syst I Regul Pap"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-09114-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-023-09114-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-09114-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,5]],"date-time":"2024-01-05T08:13:14Z","timestamp":1704442394000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-023-09114-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,17]]},"references-count":32,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["9114"],"URL":"https:\/\/doi.org\/10.1007\/s00521-023-09114-7","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,17]]},"assertion":[{"value":"9 June 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 October 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 November 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}