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A new chaotic Hopfield network with piecewise linear activation function |
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| 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 |
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