On equilibria, stability, and instability of hopfield neural networks

被引：103

作者：

Guan, ZH ^{[1
]}

Chen, GR

Qin, Y

机构：

[1] Huazhong Univ Sci & Technol, Dept Control Sci & Engn, Wuhan 430074, Peoples R China

[2] Univ Houston, Dept Elect & Comp Engn, Houston, TX 77204 USA

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS | 2000年 / 11卷 / 02期

基金：

中国国家自然科学基金;

关键词：

equilibrium; Hopfield neural networks; instability; stability;

D O I：

10.1109/72.839023

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Existence and uniqueness of equilibrium, as well as its stability and instability, of a continuous-time Hopfield neural network are studied. A set of nem and simple sufficient conditions are derived.

引用

页码：534 / 540

页数：7

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