VISUALIZATION OF CORRELATION CASCADE IN SPATIOTEMPORAL CHAOS USING WAVELETS

Author:

NAKAO HIROYA1,MISHIRO TSUYOSHI2,YAMADA MICHIO3

Affiliation:

1. RIKEN Brain Science Institute, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan

2. Department of Physics, Graduate School of Sciences, Kyoto University, Kyoto 606-8502, Japan

3. Graduate School of Mathematical Sciences, University of Tokyo, 3-8-1 Komaba, Meguro, Tokyo 153-8914, Japan

Abstract

We propose a simple method to visualize spatiotemporal correlation between scales using wavelets, and apply it to two typical spatiotemporally chaotic systems, namely to coupled complex Ginzburg–Landau oscillators with diffusive interaction, and those with nonlocal interaction. Reflecting the difference between underlying dynamical processes, our method provides distinctive results for those two systems. Especially, for the nonlocally interacting case where the system exhibits fractal amplitude patterns and power-law spectrum, it clearly visualizes the dynamical cascade process of spatiotemporal correlation between scales.

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Modeling and Simulation,Engineering (miscellaneous)

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The multiscale character of evoked cortical activity;NeuroImage;2006-05

2. Independent Component Analysis of Spatiotemporal Chaos;Journal of the Physical Society of Japan;2005-06

3. Dynamics of a neural system with a multiscale architecture;Philosophical Transactions of the Royal Society B: Biological Sciences;2005-05-29

4. Chemical turbulence equivalent to Nikolavskii turbulence;Physical Review E;2004-07-26

5. Wavelets and functional magnetic resonance imaging of the human brain;NeuroImage;2004-01

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