| A new chaotic Hopfield network with piecewise linear activation function |
| |
| 作者姓名： | 郑鹏升 唐万生 张建雄 |
| |
| 作者单位： | Institute of Systems Engineering, Tianjin University, Tianjin 300072,
China;Institute of Systems Engineering, Tianjin University, Tianjin 300072,
China;Institute of Systems Engineering, Tianjin University, Tianjin 300072,
China |
| |
| 基金项目： | Project partially supported by the
China Postdoctoral Science Foundation (Grant No.~20060400705) and
Tianjin University Research Foundation (Grant No.~TJU-YFF-08B06). |
| |
| 摘 要： | This paper presents a new chaotic Hopfield network with a piecewise linear activation function.The dynamic of the network is studied by virtue of the bifurcation diagram,Lyapunov exponents spectrum and power spectrum.Numerical simulations show that the network displays chaotic behaviours for some well selected parameters.
|
| 关 键 词： | Hopfield network chaos piecewise linear function |
| 收稿时间： | 6/8/2009 12:00:00 AM |
| 修稿时间： | 7/8/2009 12:00:00 AM |
A new chaotic Hopfield network with piecewise linear activation function |
| |
| Zheng Peng-Sheng,Tang Wan-Sheng and Zhang Jian-Xiong.A new chaotic Hopfield network with piecewise linear activation function[J].Chinese Physics B,2010,19(3):30514-030514. |
| |
| Authors: | Zheng Peng-Sheng Tang Wan-Sheng and Zhang Jian-Xiong |
| |
| Affiliation: | Institute of Systems Engineering, Tianjin University, Tianjin 300072,
China |
| |
| Abstract: | This paper presents a new chaotic Hopfield network with
a piecewise linear activation function. The dynamic of the network is
studied by virtue of the bifurcation diagram, Lyapunov exponents
spectrum and power spectrum. Numerical simulations show that the
network displays chaotic behaviours for some well selected
parameters. |
| |
| Keywords: | Hopfield network chaos piecewise linear
function |
| 本文献已被 CNKI 维普 等数据库收录！ |
| 点击此处可从《中国物理 B》浏览原始摘要信息 |
|
点击此处可从《中国物理 B》下载免费的PDF全文 |
