摘要
本文基于随机微分方程理论,严格地分析了一类广义的Hopfield连续时间神经网络在白噪声扰动下的稳定性,并建立了相应的稳定性判据和网络的设计准则。
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.
基金
国家自然科学基金
关键词
神经网络
随机微分方程
稳定性
Hopfield neural network
Stochastic differential equation
Stability
Wiprocess
