{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T14:33:35Z","timestamp":1774449215890,"version":"3.50.1"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T00:00:00Z","timestamp":1596585600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T00:00:00Z","timestamp":1596585600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61374028"],"award-info":[{"award-number":["61374028"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61304162"],"award-info":[{"award-number":["61304162"]}],"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":[[2021,5]]},"DOI":"10.1007\/s00521-020-05259-x","type":"journal-article","created":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T12:02:54Z","timestamp":1596628974000},"page":"4315-4328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["New finite-time synchronization of memristive Cohen\u2013Grossberg neural network with reaction\u2013diffusion term based on time-varying delay"],"prefix":"10.1007","volume":"33","author":[{"given":"Fangmin","family":"Ren","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minghui","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xue","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,8,5]]},"reference":[{"issue":"8","key":"5259_CR1","doi-asserted-by":"crossref","first-page":"2980","DOI":"10.1109\/TCYB.2018.2837090","volume":"49","author":"H Zhang","year":"2019","unstructured":"Zhang H, Zeng Z (2019) Synchronization of multiple reaction\u2013diffusion neural networks with heterogeneous and unbounded time-varying delays. IEEE Trans Cybern 49(8):2980\u20132991","journal-title":"IEEE Trans Cybern"},{"key":"5259_CR2","doi-asserted-by":"crossref","first-page":"5866","DOI":"10.1016\/j.jfranklin.2018.05.048","volume":"355","author":"D Wang","year":"2018","unstructured":"Wang D, Huang L (2018) Robust synchronization of discontinuous Cohen\u2013Grossberg neural networks: Pinning control approach. J Frankl Inst 355:5866\u20135892","journal-title":"J Frankl Inst"},{"key":"5259_CR3","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1007\/s11063-013-9313-x","volume":"40","author":"J Mei","year":"2014","unstructured":"Mei J, Jiang M, Wang B, Liu Q (2014) Exponential p-synchronization of non-autonomous Cohen\u2013Grossberg neural networks with reaction-diffusion terms via periodically intermittent control. Neural Process Lett 40:103\u2013126","journal-title":"Neural Process Lett"},{"key":"5259_CR4","first-page":"874","volume":"339","author":"Y Feng","year":"2018","unstructured":"Feng Y, Yang X, Song Q, Cao J (2018) Synchronization of memristive neural networks with mixed delays via quantized intermittent control. Appl Math Comput 339:874\u2013887","journal-title":"Appl Math Comput"},{"issue":"1","key":"5259_CR5","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s13042-015-0423-9","volume":"7","author":"R Li","year":"2016","unstructured":"Li R, Wei H (2016) Synchronization of delayed Markovian jump memristive neural networks with reaction\u2013diffusion terms via sampled data control. Int J Mach Learn Cybern 7(1):157\u2013169","journal-title":"Int J Mach Learn Cybern"},{"key":"5259_CR6","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1016\/j.neucom.2015.05.051","volume":"168","author":"H Wu","year":"2015","unstructured":"Wu H, Zhang X, Li R, Yao R (2015) Adaptive anti-synchronization and $$H_\\infty $$ anti-synchronization for memristive neural networks with mixed time delays and reaction\u2013diffusion terms. Neurocomputing 168:726\u2013740","journal-title":"Neurocomputing"},{"key":"5259_CR7","first-page":"118","volume":"311","author":"Z Tua","year":"2017","unstructured":"Tua Z, Ding N, Li L, Feng Y (2017) Adaptive synchronization of memristive neural networks with time-varying delays and reactionCdiffusion term. Appl Math Comput 311:118\u2013128","journal-title":"Appl Math Comput"},{"key":"5259_CR8","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1016\/j.physa.2018.04.088","volume":"506","author":"L Zhang","year":"2018","unstructured":"Zhang L, Yang Y, Xu X (2018) Synchronization analysis for fractional order memristive Cohen\u2013Grossberg neural networks with state feedback and impulsive control. Phys A 506:644\u2013660","journal-title":"Phys A"},{"key":"5259_CR9","doi-asserted-by":"publisher","DOI":"10.1186\/s13662-017-1193-3","author":"L Wang","year":"2017","unstructured":"Wang L, Xu R, Wang Z (2017) Synchronization analysis for stochastic reaction-diffusion Cohen\u2013Grossberg neural networks with Neumann boundary conditions via periodically intermittent control. Adv Differ Equ. https:\/\/doi.org\/10.1186\/s13662-017-1193-3","journal-title":"Adv Differ Equ"},{"key":"5259_CR10","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1016\/j.neucom.2018.08.063","volume":"318","author":"Z Zhang","year":"2018","unstructured":"Zhang Z, Li A, Yu S (2018) Finite-time synchronization for delayed complex-valued neural networks via integrating inequality method. Neurocomputing 318:248\u2013260","journal-title":"Neurocomputing"},{"key":"5259_CR11","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.neucom.2019.09.034","volume":"373","author":"Z Zhang","year":"2020","unstructured":"Zhang Z, Chen M, Li A (2020) Further study on finite-time synchronization for delayed inertial neural networks via inequality skills. Neurocomputing 373:15\u201323","journal-title":"Neurocomputing"},{"issue":"5","key":"5259_CR12","doi-asserted-by":"crossref","first-page":"1476","DOI":"10.1109\/TNNLS.2018.2868800","volume":"30","author":"Z Zhang","year":"2019","unstructured":"Zhang Z, Cao J (2019) Novel finite-time synchronization criteria for inertial neural networks with time delays via integral inequality method. IEEE Trans Neural Netw Learn Syst 30(5):1476\u201385","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"11","key":"5259_CR13","doi-asserted-by":"crossref","first-page":"4429","DOI":"10.1109\/TCSI.2019.2928040","volume":"66","author":"Q Jia","year":"2019","unstructured":"Jia Q, Han Z, Tang W (2019) Synchronization of multi-agent systems with time-varying control and delayed communications. IEEE Trans Circuits Syst I Regul Pap 66(11):4429\u201338","journal-title":"IEEE Trans Circuits Syst I Regul Pap"},{"key":"5259_CR14","doi-asserted-by":"crossref","first-page":"815","DOI":"10.1109\/TSMC.1983.6313075","volume":"13","author":"M Cohen","year":"1983","unstructured":"Cohen M (1983) Absolute stability of global pattern formation and parallel memory storage by competitive neural networks. IEEE Trans Syst Man Cybern 13:815\u2013826","journal-title":"IEEE Trans Syst Man Cybern"},{"issue":"3","key":"5259_CR15","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s11571-013-9277-6","volume":"8","author":"X Yang","year":"2014","unstructured":"Yang X, Cao J, Yu W (2014) Exponential synchronization of memristive Cohen\u2013Grossberg neural networks with mixed delays. Cogn Neurodyn 8(3):239\u2013249","journal-title":"Cogn Neurodyn"},{"key":"5259_CR16","doi-asserted-by":"crossref","first-page":"11285","DOI":"10.1016\/j.jfranklin.2019.07.027","volume":"356","author":"L Ke","year":"2019","unstructured":"Ke L, Li W (2019) Exponential synchronization in inertial Cohen\u2013Grossberg neural networks with time delays. J Frankl Inst 356:11285\u201311304","journal-title":"J Frankl Inst"},{"key":"5259_CR17","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1007\/978-3-642-16530-6_8","volume":"6319","author":"T Lv","year":"2010","unstructured":"Lv T, Yan P (2010) Exponential synchronization of delayed fuzzy Cohen\u2013Grossberg neural networks with reaction diffusion term. Lect Notes Comput Sci 6319:57\u201363","journal-title":"Lect Notes Comput Sci"},{"key":"5259_CR18","doi-asserted-by":"crossref","first-page":"2407","DOI":"10.1007\/s11063-019-10018-8","volume":"50","author":"C Aouiti","year":"2019","unstructured":"Aouiti C, Assali E, Foutayeni Y (2019) Finite-time and fixed-time synchronization of inertial Cohen\u2013Grossberg-type neural networks with time varying delays. Neural Process Lett 50:2407\u20132436","journal-title":"Neural Process Lett"},{"issue":"4","key":"5259_CR19","doi-asserted-by":"crossref","first-page":"603","DOI":"10.15388\/NA.2019.4.7","volume":"24","author":"K Kong","year":"2019","unstructured":"Kong K, Zhu Q, Liang F, Nieto J (2019) Robust fixed-time synchronization of discontinuous Cohen-Grossberg neural networks with mixed time delays. Nonlinear Anal Model Control 24(4):603\u2013625","journal-title":"Nonlinear Anal Model Control"},{"issue":"15","key":"5259_CR20","doi-asserted-by":"crossref","first-page":"7028","DOI":"10.1016\/j.jfranklin.2017.08.013","volume":"354","author":"A Abdurahman","year":"2017","unstructured":"Abdurahman A, Jiang H, Hu C (2017) General decay synchronization of memristor-based Cohen\u2013Grossberg with mixed time-delays and discontinuous activations. J Frankl Inst-Eng Appl Math 354(15):7028\u20137052","journal-title":"J Frankl Inst-Eng Appl Math"},{"issue":"5","key":"5259_CR21","doi-asserted-by":"crossref","first-page":"2214","DOI":"10.1007\/s12555-017-0788-5","volume":"16","author":"R Wei","year":"2018","unstructured":"Wei R, Cao J, Alsaedi A (2018) Fixed-time synchronization of memristive Cohen\u2013Grossberg neural networks with impulsive effects. Int J Control Autom Syst 16(5):2214\u20132224","journal-title":"Int J Control Autom Syst"},{"issue":"5","key":"5259_CR22","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1109\/TCT.1971.1083337","volume":"18","author":"M Chua","year":"1971","unstructured":"Chua M (1971) Memristor-the missing circuit element. IEEE Trans Circuit Theory 18(5):507\u2013519","journal-title":"IEEE Trans Circuit Theory"},{"key":"5259_CR23","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1038\/nature06932","volume":"453","author":"D Strukov","year":"2008","unstructured":"Strukov D, Snider G, Stewart G, Williams R (2008) The missing memristor found. Nature 453:80\u201383","journal-title":"Nature"},{"issue":"6","key":"5259_CR24","first-page":"1","volume":"21","author":"Y Liu","year":"2019","unstructured":"Liu Y, Liao X, Li C (2019) Exponential lag synchronization of memristive neural networks with reaction diffusion terms via neural activation function control and fuzzy model. Asian J Control 21(6):1\u201316","journal-title":"Asian J Control"},{"key":"5259_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.07.038","author":"R Zhang","year":"2018","unstructured":"Zhang R, Park JH, Zeng D, Liu Y, Zhong S (2018) A new method for exponential synchronization of memristive recurrent neural networks. Inf Sci. https:\/\/doi.org\/10.1016\/j.ins.2018.07.038","journal-title":"Inf Sci"},{"key":"5259_CR26","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1109\/TCYB.2018.2812708","volume":"49","author":"D Liu","year":"2019","unstructured":"Liu D, Zhu S, Sun K (2019) Global anti-synchronization of complex-valued memristive neural networks with time delays. IEEE Trans Cybern 49:1735\u20131747","journal-title":"IEEE Trans Cybern"},{"key":"5259_CR27","first-page":"1","volume":"9","author":"Z Yang","year":"2017","unstructured":"Yang Z, Luo B, Liu D, Li Y (2017) Adaptive synchronization of delayed memristive neural networks with unknown parameters. IEEE Trans Syst Man Cybern Systems 9:1\u201311","journal-title":"IEEE Trans Syst Man Cybern Systems"},{"key":"5259_CR28","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.neunet.2017.06.012","volume":"94","author":"L Chen","year":"2017","unstructured":"Chen L, Cao J, Wu R, Machado J, Lopes AM, Yang H (2017) Stability and synchronization of fractional-order memristive neural networks with multiple delays. Neural Netw 94:76\u201385","journal-title":"Neural Netw"},{"key":"5259_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.neunet.2019.01.014","volume":"113","author":"R Wei","year":"2019","unstructured":"Wei R, Cao J (2019) Fixed-time synchronization of quaternion-valued memristive neural networks with time delays. Neural Netw 113:1\u201310","journal-title":"Neural Netw"},{"key":"5259_CR30","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1016\/j.neucom.2019.02.050","volume":"339","author":"C Yi","year":"2019","unstructured":"Yi C, Xu C, Feng J, Wang J, Zhao Y (2019) Pinning synchronization for reaction\u2013diffusion neural networks with delays by mixed impulsive control. Neurocomput 339:270\u2013278","journal-title":"Neurocomput"},{"issue":"2","key":"5259_CR31","doi-asserted-by":"crossref","first-page":"1430","DOI":"10.1016\/j.jmaa.2005.11.046","volume":"323","author":"E Monlay","year":"2006","unstructured":"Monlay E, Perruquetti W (2006) Finite time stability and stabilization of a class of continuous systems. J Math Anal Appl 323(2):1430\u20131443","journal-title":"J Math Anal Appl"},{"issue":"3","key":"5259_CR32","doi-asserted-by":"crossref","first-page":"751","DOI":"10.1137\/S0363012997321358","volume":"38","author":"S Bhat","year":"2000","unstructured":"Bhat S, Bernstein D (2000) Finite-time stability of continuous autonomous systems. SIAM J Control Optim 38(3):751\u2013766","journal-title":"SIAM J Control Optim"},{"key":"5259_CR33","unstructured":"Monlay E and Perruquetti W (2003) Finite time stability of non linear systems. In: 42nd IEEE conference on decision and control, vols 1\u20136, pp 3641\u20133646"},{"issue":"8","key":"5259_CR34","doi-asserted-by":"crossref","first-page":"2106","DOI":"10.1109\/TAC.2011.2179869","volume":"57","author":"A Polyakov","year":"2012","unstructured":"Polyakov A (2012) Nonlinear feedback design for fixed-time stabilization of linear control systems. IEEE Trans Autom Control 57(8):2106\u20132110","journal-title":"IEEE Trans Autom Control"},{"key":"5259_CR35","doi-asserted-by":"crossref","first-page":"3152","DOI":"10.1016\/j.automatica.2008.05.015","volume":"44","author":"Y Shen","year":"2008","unstructured":"Shen Y, Xia X (2008) Semi-global finite-time observers for nonlinear systems. Automatica 44:3152\u20133156","journal-title":"Automatica"},{"key":"5259_CR36","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1007\/s00521-014-1744-4","volume":"26","author":"P Miao","year":"2015","unstructured":"Miao P, Shen Y, Huang Y, Wang Y (2015) Solving time-varying quadratic programs based on finite-time Zhang neural networks and their application to robot tracking. Neural Comput Appl 26:693\u2013703","journal-title":"Neural Comput Appl"},{"key":"5259_CR37","doi-asserted-by":"crossref","first-page":"4665","DOI":"10.1016\/j.jfranklin.2018.04.026","volume":"355","author":"G Ji","year":"2018","unstructured":"Ji G, Hu C, Yu J, Jiang H (2018) Finite-time and fixed-time synchronization of discontinuous complex networks: a unified control framework design. J Frankl Inst 355:4665\u20134685","journal-title":"J Frankl Inst"},{"issue":"16","key":"5259_CR38","doi-asserted-by":"crossref","first-page":"9928","DOI":"10.1016\/j.jfranklin.2019.09.015","volume":"356","author":"J Li","year":"2019","unstructured":"Li J, Jianga H, Hua C, Alsaedi A (2019) Finite\/fixed-time synchronization control of coupled memristive neural networks. J Frankl Inst 356(16):9928\u20139952","journal-title":"J Frankl Inst"},{"key":"5259_CR39","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1016\/j.neucom.2019.03.040","volume":"349","author":"C Chen","year":"2019","unstructured":"Chen C, Li L, Peng H, Yang Y (2019) A new fixed-time stability theorem and its application to the synchronization control of memristive neural networks. Neurocomputing 349:290\u2013300","journal-title":"Neurocomputing"},{"key":"5259_CR40","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.neunet.2017.02.001","volume":"89","author":"C Hu","year":"2017","unstructured":"Hu C, Yu J, Chen Z, Jiang H (2017) Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks. Neural Netw 89:74\u201383","journal-title":"Neural Netw"},{"key":"5259_CR41","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.neucom.2018.03.008","volume":"294","author":"D Peng","year":"2018","unstructured":"Peng D, Li X, Aouiti C, Miaadi F (2018) Finite-time synchronization for Cohen\u2013Grossberg neural networks with mixed time-delays. Neurocomputing 294:39\u201347","journal-title":"Neurocomputing"},{"issue":"1","key":"5259_CR42","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.chaos.2007.05.002","volume":"35","author":"J Lu","year":"2008","unstructured":"Lu J (2008) Global exponential stability and periodicity of reaction-diffusion delayed recurrent neural networks with Dirichlet boundary conditions. Chaos Solitons Fractals 35(1):116\u2013125","journal-title":"Chaos Solitons Fractals"},{"key":"5259_CR43","volume-title":"Inequalities","author":"G Hardy","year":"1952","unstructured":"Hardy G, Littlewood J, Polya G (1952) Inequalities, 2nd edn. Cambridge University Press, Cambridge","edition":"2"},{"key":"5259_CR44","volume-title":"Stability theory by Lyapunov\u2019s second method","author":"T Yoshizawa","year":"1966","unstructured":"Yoshizawa T (1966) Stability theory by Lyapunov\u2019s second method. The Mathematical Society of Japan, Tokyo"},{"key":"5259_CR45","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2921594","author":"Q Jia","year":"2019","unstructured":"Jia Q, Sun M, Tang W (2019) Consensus of multiagent systems with delayed node dynamics and time-varying coupling. IEEE Trans Syst Man Cybern Syst. https:\/\/doi.org\/10.1109\/TSMC.2019.2921594","journal-title":"IEEE Trans Syst Man Cybern Syst"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05259-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-05259-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05259-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,11]],"date-time":"2024-08-11T10:13:10Z","timestamp":1723371190000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-020-05259-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,5]]},"references-count":45,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2021,5]]}},"alternative-id":["5259"],"URL":"https:\/\/doi.org\/10.1007\/s00521-020-05259-x","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,5]]},"assertion":[{"value":"11 February 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2020","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 August 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}