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《Journal of Southwest University(Natural Science Edition)》 2018-11
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Finite-Time Control Synchronization for High-Order Stochastic Hopfield Neural Networks with Time-Varying Delays

PU Hao;JIANG Hai-Jun;HU Cheng;RAN Jie;ZHANG Zhuan-zhou;School of Mathematics,Zunyi Normal College;College of Mathematics and System Sciences,Xinjiang University;  
In this paper,we study the finite-time control synchronization for high-order stochastic Hopfield neural networks with time-varying delays.Through the Lyapunov function,the finite time stability theory,the theory of stochastic differential equation and some inequality methods,some new and useful sufficient conditions on the in finite-time synchronization are obtained based on p-norm.The conclusion of this paper is the generalization of the previous related conclusions.
【Fund】: 国家自然科学基金项目(71461027);; 贵州省教育厅青年科技人才成长项目(黔教合KY字[2018]313号 黔教合KY字[2018]315号 黔教合KY字[2017]255号 黔教合KY字[2017]256号)
【CateGory Index】: O175
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 GONG Zhi-yun,PENG Zuo-xiangSchool of Mathematics and Statistics,Southwest University,Chongqing 400715, China;Almost Sure Convergence for the Maxima and Minima of Stationary Gaussian Vector Sequences[J];西南大学学报(自然科学版);2007-09
【Co-citations】
Chinese Journal Full-text Database 3 Hits
1 LIU Chuandi;PENG Zuoxiang;;Large Almost Sure Convergence in the Joint Version for the Maxima and Minima of Multivariate Gaussian Sequence[J];应用数学学报;2014-01
2 LIU Chuan-di,PENG Zuo-xiangSchool of Mathematics and Statistics,Southwest University,Chongqing 400715,China;A Joint Version of Almost Sure Convergence of the Maxima and the Partial Sums of Nonstationary Gaussian Sequences[J];西南大学学报(自然科学版);2011-01
3 TONG Jin-jun,PENG Zuo-xiang School of Mathematics and Statistics,Southwest University,Chongqing 400715,China;Joint Distribution of Maxima of Complete and Incomplete Samples from Discrete Random Variables[J];西南大学学报(自然科学版);2010-01
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 CHEN Zhi-cheng,PENG Zuo-xiang School of Mathematics and Statistics,Southwest University,Chongqing 400715,China;Almost Sure Limit Theorem for the Maximum of Stationary Gaussian Vector Sequences[J];西南大学学报(自然科学版);2007-03
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