文章基本信息

标题：Stability of Equilibrium Points in Cellular Neural Networks with Negative Slope Activation Function
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作者：Han, Qi ; Xiong, Qian ; Liu, Chao 等
期刊名称：Journal of Computers
印刷版ISSN：1796-203X
出版年度：2014
卷号：9
期号：4
页码：891-895
DOI：10.4304/jcp.9.4.891-895
语种：English
出版社：Academy Publisher
摘要：In the paper, the region of the number of equilibrium points of every cell in cellular neural networks with negative slope activation function is considered by the relationship between parameters of cellular neural networks. Some sufficient conditions are obtained by using the relationship among connection weights. Three theorems and a corollary are gotten by our new methods. Depending on these sufficient conditions, inputs and outputs of a CNN, the regions of the values of parameters can be obtained. Some numerical simulations are presented to support the effectiveness of the theoretical analysis.
关键词：Cellular neural network;Equilibrium point;negative slope activation function