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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 stochastic differential equation theory, the stability of a class of generalized Hopfield continuous-time neural networks under white noise disturbances is strictly analyzed, and the corresponding stability criteria and network design criteria are established.