Hyperchaos and bifurcation in a new class of four-dimensional Hopfield neural networks

Hyperchaos and bifurcation in a new class of four-dimensional Hopfield neural networks
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DOI:
10.1016/j.neucom.2005.11.001
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发表时间:
2006-08-01
期刊:
影响因子:
6
通讯作者:
Yang, Xiao-Song
Yang, Xiao-Song
中科院分区:
计算机科学2区
文献类型:
--
作者:
Huang, Yan;Yang, Xiao-Song

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在本文中,我们在四维 Hopfield 神经网络中演示了复杂的超混沌动力学。李亚普诺夫谱是在一系列参数下计算的,还提供了峰分岔图和几个重要的相图。 (c) 2006 Elsevier B.V. 保留所有权利。
In this paper, we demonstrate complex hyperchaotic dynamics in a four-dimensional Hopfield neural networks. The Lyapunov spectrum is calculated in a range of parameters, the peak-bifurcation plot and several important phase portraits are presented as well. (c) 2006 Elsevier B.V. All rights reserved.