Synchronization analysis for coupled static neural networks with stochastic disturbance and interval time-varying delay

被引：4
|
作者：
Li, Yushuai [1 ]
Huang, Bonan [1 ]
Zhang, Huaguang [1 ]
机构：
[1] Northeastern Univ, Coll Informat Sci & Engn, Box 134, Shenyang 110819, Liaoning, Peoples R China
来源：
NEURAL COMPUTING & APPLICATIONS | 2018年 / 30卷 / 04期
基金：
中国国家自然科学基金; 中国博士后科学基金;
关键词：
Stochastic synchronization; Coupled static neural networks; Augmented Lyapunov-Krasovskii functional; Linear matrix inequality; GLOBAL SYNCHRONIZATION; MIXED DELAYS; EXPONENTIAL STABILITY; COMPLEX NETWORKS; BIFURCATION; ARRAY;
D O I：
10.1007/s00521-016-2724-7
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper is concerned with the stochastic synchronization problem of coupled static neural networks with interval time-varying delays. By employing the augmented Lyapunov-Krasovskii method and a new method to deal with the Kronecker product, a delay-dependent synchronization criterion is established to guarantee the global asymptotical mean-square synchronization of the addressed delayed networks with stochastic disturbances. The obtained result is formulated in terms of linear matrix inequalities which can be easily checked. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed results.
引用
收藏
页码：1123 / 1132
页数：10
相关论文
共 50 条
  • [31] New Delay-Interval-Dependent Exponential Stability for Stochastic Neural Networks with Interval Time-Varying Delay and Distributed Delay
    Xia, Jianwei
    Yu, JinYong
    Li, Yongmin
    Zheng, Hongxia
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2012, 31 (04) : 1535 - 1557
  • [32] Synchronization and Pinning Control in Complex Networks with Interval Time-Varying Delay
    Jiang, Hai-Feng
    Li, Tao
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [33] Further result on H∞, state estimation of static neural networks with interval time-varying delay
    Zhang, Xiaojun
    Wang, Xin
    Zhong, Shouming
    JOURNAL OF NONLINEAR SCIENCES AND APPLICATIONS, 2016, 9 (08): : 5291 - 5305
  • [34] Improved results on H∞ state estimation of static neural networks with interval time-varying delay
    Shu, Yanjun
    Liu, Xinge
    JOURNAL OF INEQUALITIES AND APPLICATIONS, 2016, : 1 - 16
  • [35] Stochastic Synchronization of Markovian Jump Neural Networks With Time-Varying Delay Using Sampled Data
    Wu, Zheng-Guang
    Shi, Peng
    Su, Hongye
    Chu, Jian
    IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (06) : 1796 - 1806
  • [36] Global Synchronization of Complex-Valued Neural Networks With Stochastic Disturbances and Time-Varying Delay
    Liu, Meijuan
    Wang, Xiangrong
    Zhang, Ziye
    Wang, Zhen
    IEEE ACCESS, 2019, 7 : 182600 - 182610
  • [37] State estimation for static neural networks with time-varying delay
    Huang, He
    Feng, Gang
    Cao, Jinde
    NEURAL NETWORKS, 2010, 23 (10) : 1202 - 1207
  • [38] Synchronization of Coupled Switched Neural Networks with Time-Varying Delays
    Guang He
    Jian-An Fang
    Zhen Li
    Xin Wang
    Arabian Journal for Science and Engineering, 2015, 40 : 3759 - 3773
  • [39] Sampled-Data Synchronization of Stochastic Markovian Jump Neural Networks With Time-Varying Delay
    Chen, Guoliang
    Xia, Jianwei
    Park, Ju H.
    Shen, Hao
    Zhuang, Guangming
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (08) : 3829 - 3841
  • [40] Exponential synchronization of memristor-based neural networks with time-varying delay and stochastic perturbation
    Wang, Xin
    She, Kun
    Zhong, Shouming
    Cheng, Jun
    NEUROCOMPUTING, 2017, 242 : 131 - 139
12345