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
  • [21] Finite-time synchronization of chaotic neural networks with mixed time-varying delays and stochastic disturbance
    Huaiqin Wu
    Xiaowei Zhang
    Ruoxia Li
    Rong Yao
    Memetic Computing, 2015, 7 : 231 - 240
  • [22] H∞ synchronization of chaotic neural networks with time-varying delays
    O. M. Kwon
    M. J. Park
    Ju H. Park
    S. M. Lee
    E. J. Cha
    Chinese Physics B, 2013, 22 (11) : 248 - 256
  • [23] H∞ synchronization of chaotic neural networks with time-varying delays
    Kwon, O. M.
    Park, M. J.
    Park, Ju H.
    Lee, S. M.
    Cha, E. J.
    CHINESE PHYSICS B, 2013, 22 (11)
  • [24] Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays
    Song, Qiankun
    ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT I, 2011, 6675 : 213 - 221
  • [25] pth moment exponential synchronization of a class of chaotic neural networks with mixed delays
    Liu, Zixin
    Lü, Shu
    Zhong, Shouming
    Ye, Mao
    World Academy of Science, Engineering and Technology, 2009, 33 : 985 - 990
  • [26] Synchronization stability on the BAM neural networks with mixed time delays
    Muhammadhaji, Ahmadjan
    Teng, Zhidong
    INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION, 2021, 22 (01) : 99 - 109
  • [27] Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations
    Liuyuan Chen
    Yonggang Chen
    Nannan Zhang
    Neural Processing Letters, 2021, 53 : 3735 - 3755
  • [28] Impulsive controller design for exponential synchronization of chaotic neural networks with mixed delays
    Li, Xiaodi
    Rakkiyappan, R.
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2013, 18 (06) : 1515 - 1523
  • [29] ADAPTIVE SYNCHRONIZATION FOR UNKNOWN STOCHASTIC CHAOTIC NEURAL NETWORKS WITH MIXED TIME-DELAYS BY OUTPUT COUPLING
    Tang, Yang
    Fang, Jian-An
    Lu, Suojun
    Miao, Qingying
    MODERN PHYSICS LETTERS B, 2008, 22 (24): : 2391 - 2409
  • [30] Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations
    Chen, Liuyuan
    Chen, Yonggang
    Zhang, Nannan
    NEURAL PROCESSING LETTERS, 2021, 53 (05) : 3735 - 3755
12345