On equilibria, stability, and instability of hopfield neural networks

被引：102
|
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
收藏
页码：534 / 540
页数：7
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