On asymptotic stability of discrete-time non-autonomous delayed Hopfield neural networks

被引：11

作者：

Wei, Xiaopeng ^{[1
]}

Zhou, Dongsheng ^{[1
]}

Zhang, Qiang ^{[1
]}

机构：

[1] Dalian Univ Technol, Liaoning Key Lab Intelligent Informat Proc, Dalian 116622, Peoples R China

来源：

COMPUTERS & MATHEMATICS WITH APPLICATIONS | 2009年 / 57卷 / 11-12期

基金：

中国国家自然科学基金;

关键词：

Asymptotic stability; Discrete time; Non-autonomous; Delayed Hopfield neural networks; Lyapunov functional; GLOBAL EXPONENTIAL STABILITY; VARIABLE DELAYS;

D O I：

10.1016/j.camwa.2008.10.031

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

In this paper, we obtain some sufficient conditions for determining the asymptotic stability of discrete-time non-autonomous delayed Hopfield neural networks by utilizing the Lyapunov functional method. An example is given to show the validity of the results. (c) 2008 Elsevier Ltd. All rights reserved.

引用

页码：1938 / 1942

页数：5

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