Stability and Attractive Basin of Delayed Cohen-Grossberg Neural Networks

被引：0

作者：

Wu, Ailong ^{[1
]}

Fu, Chaojin ^{[1
]}

Fu, Xian ^{[2
]}

机构：

[1] Hubei Normal Univ, Coll Math & Stat, Huangshi 435002, Peoples R China

[2] Hubei Normal Univ, Coll Comp Sci & Technol, Huangshi 435002, Peoples R China

来源：

ADVANCES IN NEURAL NETWORKS - ISNN 2010, PT 1, PROCEEDINGS | 2010年 / 6063卷

关键词：

Cohen-Crossberg neural networks; Equilibrium point; Stability; Attractive basin; EXISTENCE;

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：

This paper addresses the local stability of the delayed Cohen-Grossberg neural networks (CGNNs). A sufficient condition for the local exponential stability of an equilibrium point is presented; and the size of the attractive basin of a locally exponentially stable equilibrium point is estimated. Finally, the utility of our results is illustrated via a numerical example.

引用

页码：651 / +

页数：2

共 6 条

[1] Existence and attractivity of periodic solutions to non-autonomous Cohen-Grossberg neural networks with time delays
Li, Chun-Hsien
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[J]. NEUROCOMPUTING, 2009, 72 (10-12) : 2219 - 2226
[6] Impulsive effects on stability of Cohen-Grossberg-type bidirectional associative memory neural networks with delays
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[J]. NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2009, 10 (04) : 2531 - 2540

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