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STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY 被引量:2

STABILITY ANALYSIS OF HOPFIELD NEURAL NETWORKS WITH TIME DELAY
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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. 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.
机构地区 Mathematics College
出处 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2002年第1期65-70,共6页 应用数学和力学(英文版)
基金 theNaturalScienceFoundationofChina( 1 983 1 0 3 0 )
关键词 neural networks EQUILIBRIUM STABILITY topological degree neural networks equilibrium stability topological degree
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