Exponential Stability of Neural Networks with Time-Varying Delays and Impulses

被引:0
|
作者
Akca, Haydax [1 ]
Covachev, Valery [2 ,3 ]
Altmayer, Kumud Singh [4 ]
机构
[1] United Arab Emirates Univ, Fac Sci, Dept Math Sci, POB 17551, Al Ain, U Arab Emirates
[2] Sultan Qaboos Univ, Coll Sci, Dept Math & Stat, Muscat 123, Oman
[3] Bulgarian Acad Sci, Inst Math, Sofia 1113, Bulgaria
[4] Philander Smith Coll, Dept Math & Phys Sci, Little Rock, AR 72202 USA
关键词
Neural networks; delays; impulses; stability;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present sufficient conditions for the uniqueness and exponential stability of equilibrium points of impulsive neural networks which are a generalization of Cohen-Grossberg neural networks.
引用
收藏
页码:153 / +
页数:3
相关论文
共 50 条
  • [1] Global exponential stability of cellular neural networks with time-varying delays and impulses
    Fu, Chaojin
    Chen, Boshan
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 230 - 235
  • [2] Exponential synchronization of neural networks with time-varying delays and stochastic impulses
    Sun, Yifan
    Li, Lulu
    Liu, Xiaoyang
    NEURAL NETWORKS, 2020, 132 : 342 - 352
  • [3] Global Exponential p-Stability for a Class of Neural Networks with Time-Varying Delays and Impulses
    Qin, Fajin
    Yao, XiaoJie
    2011 INTERNATIONAL CONFERENCE ON FUTURE INFORMATION ENGINEERING (ICFIE 2011), 2011, 8 : 80 - 84
  • [4] Global exponential stability of Cohen-Grossberg neural networks with time-varying delays and impulses
    祝庆
    梁芳
    张青
    Advances in Manufacturing, 2009, (03) : 255 - 259
  • [5] Robust exponential stability of uncertain impulsive neural networks with time-varying delays and delayed impulses
    Zhang, Yu
    NEUROCOMPUTING, 2011, 74 (17) : 3268 - 3276
  • [6] Exponential stability of hopfield neural networks with time-varying delays
    Zhao, XQ
    Zhou, L
    Lia, XX
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2003, : 374 - 383
  • [7] Globally exponential stability for neural networks with time-varying delays
    Shi, Lin
    Zhu, Hong
    Zhong, Shouming
    Hou, Liyuan
    APPLIED MATHEMATICS AND COMPUTATION, 2013, 219 (21) : 10487 - 10498
  • [8] Exponential stability of impulsive neural networks with time-varying delays
    Huang, Zai-Tang
    Yang, Qi-Gui
    Luo, Xiao-shu
    CHAOS SOLITONS & FRACTALS, 2008, 35 (04) : 770 - 780
  • [9] Exponential stability for switched neural networks with time-varying delays
    Liu, Zheng-Fan
    Cai, Chen-Xiao
    Zou, Yun
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 4970 - 4976
  • [10] Exponential stability of BAM neural networks with time-varying delays
    Zhang L.
    Shi B.
    Journal of Applied Mathematics and Computing, 2009, 30 (1-2) : 385 - 396