Qualitative analysis of high-order hopfield neural networks

被引：0
|
作者：
Guan, Zhihong
Sun, Debao
Shen, Jianjing
机构：
来源：
Tien Tzu Hsueh Pao/Acta Electronica Sinica | 2000年 / 28卷 / 03期
关键词：
Asymptotic stability - Lyapunov methods - Stability criteria;
D O I：
暂无
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学科分类号：
摘要：
Qualitative properties of a class of high-order Hopfield neural networks are studied. Several fundamental issues such as global exponential stability, existence, and uniqueness of the equilibrium of such networks are established by means of Lyapunov function and Banach fixed point principle. As a special case, some new stability criteria are obtained for the corresponding one-order Hopfield neural networks.
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页码：77 / 80
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