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Snap-back repellers and chaotic traveling waves in one-dimensional cellular neural networks
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Snap-back repellers and chaotic traveling waves in one-dimensional cellular neural networks

Ya-Wen Chang, Jonq JuangChin-Lung Li
International Journal of Bifurcation and Chaos, 卷.17(6), 頁碼.1969-1983
2007

摘要

Cellular neural networks Snap-back repellers Traveling waves Modeling and Simulation Applied Mathematics
In 1998, Chen et al. [1998] found an error in Marotto's paper [1978]. It was pointed out by them that the existence of an expanding fixed point z of a map F in B r (z), the ball of radius r with center at z does not necessarily imply that F is expanding in B r (z). Subsequent efforts (see e.g. [Chen et al., 1998; Lin et al, 2002; Li & Chen, 2003]) in fixing the problems have some discrepancies since they only give conditions for which F is expanding "locally". In this paper, we give sufficient conditions so that F is "globally" expanding. This, in turn, gives more satisfying definitions of a snap-back repeller. We then use those results to show the existence of chaotic backward traveling waves in a discrete time analogy of one-dimensional Cellular Neural Networks (CNNs). Some computer evidence of chaotic traveling waves is also given. © World Scientific Publishing Company.

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