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    Chapter and Conference Paper

    The White Noise Impact on the Optimal Performance of the Hopfield Neural Network

    Hopfield neural network (HNN) is an efficient optimization model, but it easily produces random noise. White noise is an ideal model and is more convenient in the mathematical analysis. This paper presents a n...

    Yaoqun Xu, Yulei Li in Advanced Intelligent Computing Theories and Applications (2010)

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    Chapter and Conference Paper

    The Analysis of the Energy Function of Chaotic Neural Network with White Noise

    In order to study the anti-noise capability of chaotic neural network in this paper, noise function is introduced into Chen’s chaotic neural network model. The time evolution of the reverse bifurcation and the...

    Yaoqun Xu, Feng Qin in Emerging Intelligent Computing Technology … (2009)