Property analysis of the equilibria of Hopfield neural networks

Yaoguang Wang, Zemin Liu
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引用次数: 3

Abstract

The authors utilize results from the theory of nonlinear networks and systems to analyse the stability properties of various equilibria of analog and discrete Hopfield models. They discuss the relations between the two models and their convergence properties. Some new results are obtained.<>
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Hopfield神经网络平衡点的性质分析
作者利用非线性网络和系统理论的结果,分析了模拟和离散Hopfield模型的各种平衡点的稳定性。讨论了两种模型之间的关系及其收敛性。得到了一些新的结果。
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