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ON STABILITY STUDY OF NEURAL NETWORKS WITH RANDOM PERTURBATION
神经网络随机扰动稳定性研究

Keywords: Hopfield neural network,Stochastic differential equation,Stability,Wiprocess
Hopfield神经网络
,随机微分方程,稳定性,Wiener过程

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Abstract:

Based on the theory of stochestic differential equation, the stability of a kind of generalized continuous-time Hopfield neural network with white noise perturbation is studied, and the related stability criteria and design requirements of neural networks are established.

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