New synchronization schemes for delayed chaotic neural networks with impulses

被引：21
|
作者：
Alzahrani, Eadah Ahmad [1 ]
Akca, Haydar [2 ,3 ]
Li, Xiaodi [4 ]
机构：
[1] Univ Dammam, Coll Sci, Dept Math, Al Rayan Campus, Dammam, Saudi Arabia
[2] Abu Dhabi Univ, Coll Arts, Dept Math, POB 59911, Abu Dhabi, U Arab Emirates
[3] Abu Dhabi Univ, Sci Fac, POB 59911, Abu Dhabi, U Arab Emirates
[4] Shandong Normal Univ, Sch Math Sci, Jinan 250014, Shandong, Peoples R China
来源：
NEURAL COMPUTING & APPLICATIONS | 2017年 / 28卷 / 09期
基金：
中国国家自然科学基金;
关键词：
Chaotic neural networks; Exponential synchronization; Linear matrix inequality; Mixed delays; Impulsive effects; TIME-VARYING DELAYS; BIDIRECTIONAL ASSOCIATIVE MEMORY; CONTINUOUSLY DISTRIBUTED DELAYS; EXPONENTIAL LAG SYNCHRONIZATION; STABILITY ANALYSIS; SECURE COMMUNICATION; DISCRETE; SYSTEMS; DESIGN;
D O I：
10.1007/s00521-016-2218-7
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 considers the exponential synchronization problem for chaotic neural networks with mixed delays and impulsive effects. The mixed delays include time-varying delays and unbounded distributed delays. Some delay-dependent schemes are designed to guarantee the exponential synchronization of the addressed systems by constructing suitable Lyapunov-Krasovskii functional and employing stability theory. The synchronization conditions are given in terms of LMIs, which can be easily checked via MATLAB LMI toolbox. Moreover, the synchronization conditions obtained are mild and more general than previously known criteria. Finally, two numerical examples and their simulations are given to show the effectiveness of the proposed chaos synchronization schemes.
引用
收藏
页码：2823 / 2837
页数：15
相关论文
共 50 条
  • [21] New Stability Criteria for Delayed Neural Networks with Impulses
    Shen, Jing
    Wan, Jian
    Li, Chuan-dong
    INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION, 2009, 10 (01) : 113 - 117
  • [22] New Stability Criteria for Delayed Neural Networks with Impulses
    Zhang, Wei
    Li, Chuandong
    Wei, Pengcheng
    INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION, 2010, 11 : 81 - 85
  • [23] New stability criterion for delayed neural networks with impulses
    Shen, Jing
    Wan, Jian
    Li, Chuandong
    ISND 2007: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON NONLINEAR DYNAMICS, PTS 1-4, 2008, 96
  • [24] α-Synchronization of a Class of Unbounded Delayed Inertial Cohen-Grossberg Neural Networks with Delayed Impulses
    Zhang, Fengjiao
    Song, Yinfang
    Wang, Chao
    MATHEMATICS, 2023, 11 (19)
  • [25] Adaptive Synchronization for Delayed Chaotic Memristor-Based Neural Networks
    Xin, Youming
    Cheng, Zunshui
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (02) : 601 - 610
  • [26] Generalized synchronization for delayed chaotic neural networks: a novel coupling scheme
    Huang, Xia
    Cao, Jinde
    NONLINEARITY, 2006, 19 (12) : 2797 - 2811
  • [27] Anti-synchronization of stochastic perturbed delayed chaotic neural networks
    Ren, Fengli
    Cao, Jinde
    NEURAL COMPUTING & APPLICATIONS, 2009, 18 (05): : 515 - 521
  • [28] 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
  • [29] New exponential synchronization for delayed chaotic neural networks with reliable sampled-data control
    Wang, Jun
    Huang, Qinzhen
    Shi, Kaibo
    Zhong, Shouming
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 2820 - 2825
  • [30] Impulsive synchronization of drive-response chaotic delayed neural networks
    Wu, Zhaoyan
    Leng, Hui
    ADVANCES IN DIFFERENCE EQUATIONS, 2016,
12345