Global asymptotic stability and global exponential stability of Hopfield neural networks

被引：0
|
作者：
Zhong, SM [1 ]
Yang, JX [1 ]
Yan, KY [1 ]
Ll, HP [1 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Appl Math, Chengdu 610054, Peoples R China
来源：
WAVELET ANALYSIS AND ITS APPLICATIONS, AND ACTIVE MEDIA TECHNOLOGY, VOLS 1 AND 2 | 2004年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we study a kind of Hopfield neural network, and present new sufficient conditions on Global Asymptotic Stability (GAS) and Global Exponential Stability (GES) by constructing the Liapunov function and utilizing the technique of inequality analysis, as well as improve upon the existing results.
引用
收藏
页码：1081 / 1087
页数：7
相关论文
共 50 条
  • [1] Global exponential stability of Hopfield neural networks
    Cao, JD
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2001, 32 (02) : 233 - 236
  • [2] Global exponential stability of delayed Hopfield neural networks
    Chen, TP
    [J]. NEURAL NETWORKS, 2001, 14 (08) : 977 - 980
  • [3] Study on the global asymptotic stability of Hopfield neural networks
    Jing, Haiming
    Zhao, Ning
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 892 - 896
  • [4] Global asymptotic stability and global exponential stability of delayed cellular neural networks
    Liao, XXX
    Wang, J
    Zeng, ZG
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2005, 52 (07) : 403 - 409
  • [5] Global exponential stability of a class of Hopfield neural networks with delays
    Liu, Wei
    Fu, Chaojin
    Hu, Hongchang
    [J]. NEURAL COMPUTING & APPLICATIONS, 2011, 20 (08): : 1205 - 1209
  • [6] Global exponential stability of impulsive Hopfield neural networks with delays
    Tang, Qing
    Liu, Anping
    Hao, Zutao
    Xia, Li
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL WORKSHOP ON MATRIX ANALYSIS AND APPLICATIONS, VOL 2, 2009, : 273 - 276
  • [7] Global exponential stability of Hopfield-type neural networks
    梁学斌
    吴立德
    [J]. Science Bulletin, 1996, (12) : 1046 - 1051
  • [8] Global exponential stability of a class of Hopfield neural networks with delays
    Wei Liu
    Chaojin Fu
    Hongchang Hu
    [J]. Neural Computing and Applications, 2011, 20 : 1205 - 1209
  • [9] Global exponential stability of Hopfield-type neural networks
    Liang, XB
    Wu, LD
    [J]. CHINESE SCIENCE BULLETIN, 1996, 41 (12): : 1046 - 1051
  • [10] Global exponential stability of Hopfield neural networks with impulsive effects
    Yang, ZC
    Pei, PA
    Xu, DY
    Huang, YM
    Xiang, L
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 187 - 192
12345