Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays via Adaptive Control

被引：0
|
作者：
Wang, Zhongsheng [1 ]
Liao, Wudai [2 ]
Yan, Nin [1 ]
机构：
[1] Guangdong Polytech Normal Univ, Coll Automat, Guangzhou 510635, Guangdong, Peoples R China
[2] Zhongyuan Univ Technol, Coll Elect & Informat, Zhengzhou 450007, Peoples R China
来源：
ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS | 2008年
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1109/ICNC.2008.31
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper aims to present a synchronization and parameter identification scheme for a class of time-varying neural networks. By combining the adaptive control method and the Razumikhin-type Theorem, a novel delay-independent and decentralized linear-feedback control with appropriate updated law is designed to achieve the synchronization and parameter identification The updating law of parameters can be directly constructed. Hopfield neural networks with time-varying delays are given to show the effectiveness of the presented synchronization scheme.
引用
收藏
页码：579 / +
页数：2
相关论文
共 50 条
  • [41] Synchronization for time-varying complex networks via adaptive control
    Shi, Lin
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 376 - 380
  • [42] Adaptive exponential synchronization of memristive neural networks with mixed time-varying delays
    Han, Xiaoming
    Wu, Huaiqin
    Fang, Bolin
    NEUROCOMPUTING, 2016, 201 : 40 - 50
  • [43] Adaptive synchronization for stochastic competitive neural networks with mixed time-varying delays
    Gan, Qintao
    Hu, Renxi
    Liang, Yuhua
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2012, 17 (09) : 3708 - 3718
  • [44] Synchronization of nonidentical chaotic neural networks with leakage delay and mixed time-varying delays
    Qiankun Song
    Jinde Cao
    Advances in Difference Equations, 2011
  • [45] Exponential synchronization of neural networks with time-varying delays
    Gao, Xiuzhi
    Zhong, Shouming
    Gao, Fengyin
    NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2009, 71 (5-6) : 2003 - 2011
  • [46] Synchronization of nonidentical chaotic neural networks with leakage delay and mixed time-varying delays
    Song, Qiankun
    Cao, Jinde
    ADVANCES IN DIFFERENCE EQUATIONS, 2011,
  • [47] Predefined-time synchronization of neural networks with time-varying delays via sliding mode control
    Wang, Zeming
    Zhao, Feng
    Liu, Jianhua
    Li, Kaicai
    Chen, Xiangyong
    Wang, Junpu
    2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, : 1098 - 1102
  • [48] Exponential stabilization and synchronization of neural networks with time-varying delays via periodically intermittent control
    Hu, Cheng
    Yu, Juan
    Jiang, Haijun
    Teng, Zhidong
    NONLINEARITY, 2010, 23 (10) : 2369 - 2391
  • [49] Stochastic exponential synchronization of memristive neural networks with time-varying delays via quantized control
    Zhang, Wanli
    Yang, Shiju
    Li, Chuandong
    Zhang, Wei
    Yang, Xinsong
    NEURAL NETWORKS, 2018, 104 : 93 - 103
  • [50] Exponential synchronization for neural networks with mixed time-varying delays via periodically intermittent control
    Yang, Pinghua
    Tang, Xinan
    INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2014, 7 (02)
12345