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Generation of Various Types of Spatio-Temporal Phenomena in Two-Layer Cellular Neural Networks
Zonghuang YANG Yoshifumi NISHIO Akio USHIDA
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/04/01
Print ISSN: 0916-8508
Type of Manuscript: PAPER
Category: Nonlinear Problems
two-layer CNN array, reaction-diffusion equation, pattern formation, autowave, classical wave,
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The paper discusses the spatio-temporal phenomena in autonomous two-layer Cellular Neural Networks (CNNs) with mutually coupled templates between two layers. By computer calculations, we show how pattern formations, autowaves and classical waves can be regenerated in the networks, and describe the properties of these phenomena in detail. In particular, we focus our discussion on the necessary conditions for generating these spatio-temporal phenomena. In addition, the influences of the template parameters and initial state conditions of CNNs on the spatio-temporal phenomena are investigated.