Hysteresis modeling based on the hysteretic chaotic neural network

被引：2

作者：

Xiangdong Liu

Chunbo Xiu

机构：

[1] Beijing Institute of Technology,Laboratory (Staff Room) 231, Department of Automatic Control, School of Information Science and Technology

[2] Tianjin Polytechnic University,School of Computer Technology and Automation

来源：

Neural Computing and Applications | 2008年 / 17卷

关键词：

Neural networks; Chaotic dynamics; Hysteresis modeling; Piezoelectric ceramic;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

The hysteresis activation function is proposed, and a novel hysteretic chaotic neuron model is constructed by the function. It is shown that the model may exhibit a complex dynamic behavior. On the basis of this neuron model, we propose a novel neural network, which can be applied to hysteresis system modeling. We demonstrate the advantages of the network by experimental results.

引用

页码：579 / 583

页数：4

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