A new chaotic Hopfield network with piecewise linear activation function

作者：Zheng Peng Sheng; Tang Wan Sheng^*; Zhang Jian Xiong

来源：Chinese Physics B, 2010, 19(3): 030514.

DOI：10.1088/1674-1056/19/3/030514

• Hopfield network
• chaos
• piecewise linear function

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.

• 出版日期2010-3
• 单位天津大学