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离散Hopfield神经网络的稳定性
引用本文:唐功友.离散Hopfield神经网络的稳定性[J].中国海洋大学学报(自然科学版),1994(Z2).
作者姓名:唐功友
摘    要:研究离散Hopfield神经网络的串行稳定性和并行稳定性,分别提出了条件较弱的串行稳定性和并行稳定性的新判据.

关 键 词:人工神经网络,差分方程,非线性系统,稳定性

THE STABILITY OF DISCRETE HOPFIELD NEURAL NETWORKS
Tang Gongyou.THE STABILITY OF DISCRETE HOPFIELD NEURAL NETWORKS[J].Periodical of Ocean University of China,1994(Z2).
Authors:Tang Gongyou
Institution:Computer Science Department
Abstract:The serial stability and parallel stability of discrete Hopfield neural networks are studied. New criteria of serial stability and parallel stability are obtained respectively. The stability conditions proposed are weaker.
Keywords:Artificial neural networks  difference equations  nonlinear systems  stability  
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