Synchronization of chaotic neural networks with mixed time delays

被引：51
|
作者：
Gan, Qintao [1 ]
Xu, Rui [1 ]
Kang, Xibing [1 ]
机构：
[1] Shijiazhuang Mech Engn Coll, Inst Appl Math, Shijiazhuang 050003, Hebei Province, Peoples R China
来源：
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION | 2011年 / 16卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Synchronization; Chaotic neural network; Lyapunov-Krasovskii functional; Sliding mode control; Linear matrix inequalities (LMIs); STABILITY; ATTRACTORS;
D O I：
10.1016/j.cnsns.2010.04.036
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this paper, we investigate the synchronization problems of chaotic neural networks with mixed time delays. We first establish the sufficient conditions for synchronization of identical chaotic neural networks with mixed time delays via linear output feedback control. To overcome the difficulty that complete synchronization between nonidentical chaotic neural networks cannot be achieved only by utilizing output feedback control, we use a sliding mode control approach to study the synchronization of nonidentical chaotic neural networks with mixed time delays, where the parameters and functions are mismatched. Numerical simulations are carried out to illustrate the main results. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码：966 / 974
页数：9
相关论文
共 50 条
  • [1] Exponential synchronization of chaotic neural networks with mixed delays
    Li, Tao
    Fei, Shu-min
    Zhu, Qing
    Cong, Shen
    NEUROCOMPUTING, 2008, 71 (13-15) : 3005 - 3019
  • [2] Adaptive synchronization of chaotic Cohen–Crossberg neural networks with mixed time delays
    Quanxin Zhu
    Jinde Cao
    Nonlinear Dynamics, 2010, 61 : 517 - 534
  • [3] Adaptive synchronization of chaotic neural networks with mixed time delays and unknown parameters
    Department of Mathematics and Computational Science, Huainan Normal University, Dongshanxi Road, Tianjiaan Dist., Huainan, China
    ICIC Express Lett., 3 (883-890):
  • [4] Synchronization of nonidentical chaotic neural networks with time delays
    Huang, He
    Feng, Gang
    NEURAL NETWORKS, 2009, 22 (07) : 869 - 874
  • [5] Synchronization of stochastic perturbed chaotic neural networks with mixed delays
    Li, Xiaodi
    Ding, Changming
    Zhu, Quanxin
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2010, 347 (07): : 1266 - 1280
  • [6] Exponential synchronization of stochastic chaotic neural networks with mixed time delays and Markovian switching
    Cheng-De Zheng
    Huaguang Zhang
    Zhanshan Wang
    Neural Computing and Applications, 2014, 25 : 429 - 442
  • [7] Synchronization of chaotic neural networks with mixed time delays based on sliding mode control
    Sun, Chunxiang
    ICIC Express Letters, 2015, 9 (01): : 17 - 24
  • [8] Design of controller on synchronization of chaotic neural networks with mixed time-varying delays
    Song, Qiankun
    NEUROCOMPUTING, 2009, 72 (13-15) : 3288 - 3295
  • [9] Projective synchronization adaptive control for different chaotic neural networks with mixed time delays
    Fan, Yong-Qing
    Xing, Ke-Yi
    Wang, Yin-He
    Wang, Li-Yang
    OPTIK, 2016, 127 (05): : 2551 - 2557
  • [10] Exponential synchronization of stochastic chaotic neural networks with mixed time delays and Markovian switching
    Zheng, Cheng-De
    Zhang, Huaguang
    Wang, Zhanshan
    NEURAL COMPUTING & APPLICATIONS, 2014, 25 (02): : 429 - 442
12345