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Globally exponential stability and equilibrium points for second order continuous Hopfield neural networks
Author(s): 
Pages: 207-212
Year: Issue:  2
Journal: JOURNAL OF SOUTHWEST UNIVERSITY FOR NATIONALITIES(NATURAL SCIENCE EDITION)

Keyword:  二阶Hopfied神经网络平衡点全局指数稳定Lipschitz条件;
Abstract: 讨论输出响应函数为非光滑的二阶连续型Hopfield神经网络的平衡点的存在和唯一性,得到了该类网络平衡点存在并且唯一的两个充分条件.同时,该类网络的唯一平衡点全局指数稳定的一个新判据被获得.作为特例,输出响应函数为非光滑的一阶连续型Hopfield神经网络的一些新判据也被得到.这些新判据是文献[3]的诸结果的改进.
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