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Application of Local Activity Theory of Cellular Neural Network to the Chen's System

机译:蜂窝神经网络局部活动理论在陈氏系统中的应用

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The local activity theory introduced by Chua has provided a new tool for studying the complexity of high dimensional coupled nonlinear differential systems, in particular for reaction- diffusion cellular neural networks (R-D CNNs). In this paper some criteria for the local activity theory range from one-port to three-port cellular neural network cells with three local state variables are applied to Chen's system. Numerical simulations show that the dynamic behaviors of the Chen's CNN with one, two or three ports have the similar characteristics.
机译:CHUA引入的本地活动理论为研究了高维耦合非线性微分系统的复杂性,特别是对于反应 - 扩散蜂窝神经网络(R-D CNNS)提供了一种新的工具。本文在陈氏系统上应用了从一个局部状态变量的单端口到三端口蜂窝神经网络单元的局部活动理论的一些标准。数值模拟表明,陈氏CNN的动态行为与一个,两个或三个端口具有相似的特性。

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