The p th moment exponential stability of stochastic cellular neural networks with impulses

被引：0
|
作者：
Xiaoai Li
Jiezhong Zou
Enwen Zhu
机构：
[1] Central South University,School of Mathematics and Statistics
[2] Changsha University of Science and Technology,School of Mathematics and Computational Science
来源：
Advances in Difference Equations | / 2013卷
关键词：
th moment exponentially stable; stochastic cellular neural network; impulses; Razumikhin theory;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper studies the p th moment exponential stability of stochastic cellular neural networks with time-varying delays under impulsive perturbations. Based on the Lyapunov function, Razumikhin theory, stochastic analysis and differential inequality technique, criteria on the p th moment exponential stability of this model are derived. These results generalize and improve some of the existing ones. A numerical example illustrates the effectiveness and improvements of our results.
引用
收藏
相关论文
共 50 条
  • [21] Exponential stability of stochastic cellular neural networks with mixed delays
    Li, Xiaofei
    Ding, Deng
    Sang, Di
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 47 (19) : 4881 - 4894
  • [22] EXPONENTIAL STABILITY OF DELAYED NEURAL NETWORKS WITH IMPULSES
    Yang, Jin-Xiang
    Zhong, Shou-Ming
    Song, Jian-Cheng
    [J]. 2008 INTERNATIONAL CONFERENCE ON APPERCEIVING COMPUTING AND INTELLIGENCE ANALYSIS (ICACIA 2008), 2008, : 244 - +
  • [23] pth moment exponential stability for impulsive stochastic delayed neural networks
    Tang, Yang
    Wu, Xiaotai
    Zhang, Wenbing
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 165 - 170
  • [24] Exponential stability for a stochastic delay neural network with impulses
    Suping Zhang
    Wei Jiang
    Zhixin Zhang
    [J]. Advances in Difference Equations, 2014
  • [25] Exponential stability for a stochastic delay neural network with impulses
    Zhang, Suping
    Jiang, Wei
    Zhang, Zhixin
    [J]. ADVANCES IN DIFFERENCE EQUATIONS, 2014,
  • [26] Exponential Stability of Stochastic Time-Delay Neural Networks with Random Delayed Impulses
    Huang, Yueli
    Wu, Ailong
    Zhang, Jin-E
    [J]. NEURAL PROCESSING LETTERS, 2024, 56 (01)
  • [27] Robust exponential stability of uncertain discrete-time stochastic neural networks with impulses
    Cai, Ting
    Cheng, Pei
    Wu, Zheng
    [J]. PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020), 2020, : 5159 - 5163
  • [28] Exponential Stability of Stochastic Time-Delay Neural Networks with Random Delayed Impulses
    Yueli Huang
    Ailong Wu
    Jin-E Zhang
    [J]. Neural Processing Letters, 56
  • [29] Global exponential stability of cellular neural networks with time-varying delays and impulses
    Fu, Chaojin
    Chen, Boshan
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 230 - 235
  • [30] Exponential stability for fuzzy BAM cellular neural networks with distributed leakage delays and impulses
    Xu, Changjin
    Li, Peiluan
    [J]. ADVANCES IN DIFFERENCE EQUATIONS, 2016,
12345