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本文利用平均 Lyapunov函数,研究了具有反应扩散的 Hopfield神经网络平衡位置的全局渐近稳定性及局部渐近稳定性.其结果包含了国际上一些最新结果为特例.
In this paper, we study the global asymptotic stability and local asymptotic stability of the equilibrium position of Hopfield neural networks with reaction-diffusion using the average Lyapunov function. The results include some of the latest international achievements as a special case.