An electronic implementation for Liao's chaotic delayed neuron model with non-monotonous activation function

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• 作者：Shukai Duan ; Xiaofeng Liao
• 关键词：Chaotic Liao's delayed neuron model ; Time delay ; Non-monotonously increasing activation function ; Electronic implementation
• 刊名：Physics Letters A
• 出版年：2007
• 出版时间：10 September 2007
• 年：2007
• 卷：369
• 期：1-2
• 页码：37-43
• 全文大小：1083 K

文摘

A new chaotic delayed neuron model with non-monotonously increasing transfer function, called as chaotic Liao's delayed neuron model, was recently reported and analyzed. An electronic implementation of this model is described in detail. At the same time, some methods in circuit design, especially for circuit with time delayed unit and non-monotonously increasing activation unit, are also considered carefully. We find that the dynamical behaviors of the designed circuits are closely similar to the results predicted by numerical experiments.