STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY

Applied Mathematics and Mechanics (English Edition) ›› 2002, Vol. 23 ›› Issue (1): 65-70.

STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY

王林山, 徐道义

Mathematics College, Sichuan University, Chengdu 610064, P. R. China

收稿日期:2000-08-15 修回日期:2001-09-25 出版日期:2002-01-18 发布日期:2002-01-18
基金资助:
the Natural Science Foundation of China(19831030)

STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY

WANG Lin-shan, XU Dao-yi

Mathematics College, Sichuan University, Chengdu 610064, P. R. China

Received:2000-08-15 Revised:2001-09-25 Online:2002-01-18 Published:2002-01-18
Supported by:
the Natural Science Foundation of China(19831030)

摘要/Abstract

摘要： The global asymptotic stability for Hopfield neural networks with time delay was investigated. A theorem and two corollaries were obtained, in which the boundedness and differentiability of f_j on R in some articles were deleted. Some sufficient conditions for the existence of global asymptotic stable equilibrium of the networks in this paper are better than the sufficient conditions in quoted articles.

中图分类号:

O175
TN711

王林山;徐道义. STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY[J]. Applied Mathematics and Mechanics (English Edition), 2002, 23(1): 65-70.

WANG Lin-shan;XU Dao-yi. STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY[J]. Applied Mathematics and Mechanics (English Edition), 2002, 23(1): 65-70.

参考文献

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