Synchronization analysis for coupled static neural networks with stochastic disturbance and interval time-varying delay

被引：4
|
作者：
Li, Yushuai [1 ]
Huang, Bonan [1 ]
Zhang, Huaguang [1 ]
机构：
[1] Northeastern Univ, Coll Informat Sci & Engn, Box 134, Shenyang 110819, Liaoning, Peoples R China
来源：
NEURAL COMPUTING & APPLICATIONS | 2018年 / 30卷 / 04期
基金：
中国国家自然科学基金; 中国博士后科学基金;
关键词：
Stochastic synchronization; Coupled static neural networks; Augmented Lyapunov-Krasovskii functional; Linear matrix inequality; GLOBAL SYNCHRONIZATION; MIXED DELAYS; EXPONENTIAL STABILITY; COMPLEX NETWORKS; BIFURCATION; ARRAY;
D O I：
10.1007/s00521-016-2724-7
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 is concerned with the stochastic synchronization problem of coupled static neural networks with interval time-varying delays. By employing the augmented Lyapunov-Krasovskii method and a new method to deal with the Kronecker product, a delay-dependent synchronization criterion is established to guarantee the global asymptotical mean-square synchronization of the addressed delayed networks with stochastic disturbances. The obtained result is formulated in terms of linear matrix inequalities which can be easily checked. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed results.
引用
收藏
页码：1123 / 1132
页数：10
相关论文
共 50 条
  • [41] Synchronization of Coupled Switched Neural Networks with Time-Varying Delays
    He, Guang
    Fang, Jian-An
    Li, Zhen
    Wang, Xin
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2015, 40 (12) : 3759 - 3773
  • [42] GLOBAL EXPONENTIAL SYNCHRONIZATION OF STOCHASTIC SWITCHING NETWORKS WITH TIME-VARYING DELAY
    Liu, Weikai
    Guan, Zhi-Hong
    ASIAN JOURNAL OF CONTROL, 2011, 13 (06) : 893 - 902
  • [43] Exponential Synchronization for Coupled Neural Networks with Time-varying Delay under Single Impulsive Controller
    Tang, Ze
    Park, Ju H.
    Jung, H. Y.
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 1708 - 1713
  • [44] Passivity analysis of stochastic neural networks with time-varying delays and leakage delay
    Zhao, Zhenjiang
    Song, Qiankun
    He, Shaorong
    NEUROCOMPUTING, 2014, 125 : 22 - 27
  • [45] Delay-dependent robust stability analysis for interval neural networks with time-varying delay
    School of Information Science and Engineering, Central South University, Changsha 410083, China
    不详
    不详
    IEEJ Trans. Electr. Electron. Eng., 4 (345-352):
  • [46] Robust Delay-Dependent Passivity Analysis for Neural Networks with Interval Time-Varying Delay
    Xiao, Shen-Ping
    Lian, Hong-Hai
    Zeng, Hong-Bing
    Chen, Gang
    Zhang, Xiao-Hu
    2018 IEEE 15TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2018,
  • [47] Delay-Dependent Robust Stability Analysis for Interval Neural Networks with Time-varying Delay
    Liu, Fang
    Wu, Min
    He, Yong
    Zhou, Yicheng
    Yokoyama, Ryuichi
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2011, 6 (04) : 345 - 352
  • [48] Networked Synchronization Control of Coupled Dynamic Networks With Time-Varying Delay
    Wang, Yingchun
    Zhang, Huaguang
    Wang, Xingyuan
    Yang, Dongsheng
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (06): : 1468 - 1479
  • [49] Finite-time Synchronization for Nonlinearly Coupled Networks with Time-varying Delay
    Li, Na
    Feng, Jianwen
    Zhao, Yi
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 95 - 100
  • [50] Global synchronization of linearly hybrid coupled networks with time-varying delay
    Yu, Wenwu
    Cao, Jinde
    Lu, Jinhu
    SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, 2008, 7 (01): : 108 - 133
12345