Stability of Delayed Hopfield Neural Networks with Variable-Time Impulses

被引：0
|
作者：
Pei, Yangjun [1 ]
Liu, Chao [2 ]
Han, Qi [1 ]
机构：
[1] Chongqing Univ Sci & Technol, Sch Elect & Informat Engn, Chongqing 401331, Peoples R China
[2] Chongqing Univ Technol, Coll Comp Sci & Engn, Chongqing 400050, Peoples R China
来源：
MATHEMATICAL PROBLEMS IN ENGINEERING | 2014年 / 2014卷
关键词：
EXPONENTIAL STABILITY; GRADED RESPONSE; EXISTENCE;
D O I：
10.1155/2014/154036
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper the globally exponential stability criteria of delayed Hopfield neural networks with variable-time impulses are established. The proposed criteria can also be applied in Hopfield neural networks with fixed-time impulses. A numerical example is presented to illustrate the effectiveness of our theoretical results.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Stability of Hopfield neural networks with time delays and variable-time impulses
    Liu, Chao
    Li, Chuandong
    Huang, Tingwen
    Li, Chaojie
    [J]. NEURAL COMPUTING & APPLICATIONS, 2013, 22 (01): : 195 - 202
  • [2] Stability of Hopfield neural networks with time delays and variable-time impulses
    Chao Liu
    Chuandong Li
    Tingwen Huang
    Chaojie Li
    [J]. Neural Computing and Applications, 2013, 22 : 195 - 202
  • [3] Stability of neural networks with delay and variable-time impulses
    Liu, Chao
    Liu, Wanping
    Yang, Zheng
    Liu, Xiaoyang
    Li, Chuandong
    Zhang, Guangjian
    [J]. NEUROCOMPUTING, 2016, 171 : 1644 - 1654
  • [4] Variable-time impulses in BAM neural networks with delays
    Liu, Chao
    Li, Chuandong
    Liao, Xiaofeng
    [J]. NEUROCOMPUTING, 2011, 74 (17) : 3286 - 3295
  • [5] Stability analysis of time-varying delayed hopfield neural networks with impulses
    Chen, Jun
    Cui, Baotong
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 1 - 5
  • [6] Stability of nonlinear variable-time impulsive differential systems with delayed impulses
    He, Zhilong
    Li, Chuandong
    Cao, Zhengran
    Li, Hongfei
    [J]. NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2021, 39
  • [7] Stability preservation in discrete-time delayed Hopfield neural networks with large impulses
    Deng, Shaojiang
    Tang, Jiqiang
    Li, Chuandong
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2013, 19 (04) : 538 - 546
  • [8] Effects of variable-time impulses on global exponential stability of Cohen-Grossberg neural networks
    Zhang, Xianxiu
    Li, Chuandong
    Huang, Tingwen
    Ahmad, Hafiz Gulfam
    [J]. INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2017, 10 (08)
  • [9] Periodicity and stability for variable-time impulsive neural networks
    Li, Hongfei
    Li, Chuandong
    Huang, Tingwen
    [J]. NEURAL NETWORKS, 2017, 94 : 24 - 33
  • [10] Exponential Stability of Discrete-Time Delayed Hopfield Neural Networks with Stochastic Perturbations and Impulses
    Shukai Duan
    Wenfeng Hu
    Chuandong Li
    Sichao Wu
    [J]. Results in Mathematics, 2012, 62 : 73 - 87
12345