Synchronization between Two Different Chaotic Neural Networks with Fully Unknown Parameters

被引:0
|
作者
Xie, Yinghui [1 ,3 ]
Sun, Zengqi [1 ,2 ]
Wang, Fushan [3 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
[2] Natl Lab Space Intelligent Control, Beijing 100084, Peoples R China
[3] ShenYang Artillery Inst, Dept Fdn, Shenyang 110163, Peoples R China
来源
ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS | 2009年 / 5552卷
基金
中国国家自然科学基金;
关键词
Synchronization; Chaotic neural networks; Fully unknown parameters; Different; Time-delay; GLOBAL EXPONENTIAL STABILITY; ADAPTIVE SYNCHRONIZATION; TIME-DELAY; ATTRACTORS; SYSTEMS;
D O I
暂无
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 presents the adaptive synchronization between two different chaotic neural networks with fully unknown parameters and with time-delay. Based on the Lyapunov stability theory, the delay-dependent adaptive synchronization controller is designed to asymptotically synchronizing two different, chaotic neural networks. A parameter update law is also given. The designed controller can easily be implemented in practice. An illustrative example is given to demonstrate the effectiveness of the present method.
引用
收藏
页码:1180 / +
页数:3
相关论文
共 50 条
  • [21] Adaptive Outer Synchronization Between Two Interacted Networks with Unknown Parameters
    Sun, Tiantian
    Sun, Weigang
    IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 5696 - 5700
  • [22] On the exponential synchronization of stochastic impulsive chaotic delayed neural networks
    Ma, Tiedong
    Fu, Jie
    NEUROCOMPUTING, 2011, 74 (05) : 857 - 862
  • [23] Quasi-Synchronization of Delayed Chaotic Memristive Neural Networks
    Xin, Youming
    Li, Yuxia
    Huang, Xia
    Cheng, Zunshui
    IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (02) : 712 - 718
  • [24] Synchronization of chaotic delayed neural networks with impulsive and stochastic perturbations
    Li, Xiaodi
    Fu, Xilin
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2011, 16 (02) : 885 - 894
  • [25] Adaptive synchronization of two chaotic systems with stochastic unknown parameters
    Salarieh, Hassan
    Alasty, Aria
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (02) : 508 - 519
  • [26] ADAPTIVE SYNCHRONIZATION OF TWO CHAOTIC CHEN SYSTEMS WITH UNKNOWN PARAMETERS
    Khordad, R.
    Dehghani, M. A.
    Dehghani, A.
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2014, 25 (02):
  • [27] A phenomenal form of complex synchronization and chaotic masking communication between two identical chaotic complex nonlinear structures with unknown parameters
    Mahmoud, Emad E.
    AL-Harthi, Bushra H.
    RESULTS IN PHYSICS, 2019, 14
  • [28] Synchronization of Switched Interval Networks and Applications to Chaotic Neural Networks
    Cao, Jinde
    Alofi, Abdulaziz
    Al-Mazrooei, Abdullah
    Elaiw, Ahmed
    ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [29] Lag synchronization of chaotic delayed neural networks via impulsive control
    Li, Xiaodi
    Fu, Xilin
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2012, 29 (01) : 133 - 145
  • [30] Synchronization of stochastic chaotic neural networks with reaction-diffusion terms
    Ma, Qian
    Xu, Shengyuan
    Zou, Yun
    Shi, Guodong
    NONLINEAR DYNAMICS, 2012, 67 (03) : 2183 - 2196