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耦合映射神经元网络中脉冲的同步与传播。

Synchronization and propagation of bursts in networks of coupled map neurons.

作者信息

Tanaka Gouhei, Ibarz Borja, Sanjuan Miguel A F, Aihara Kazuyuki

机构信息

Institute of Industrial Science, University of Tokyo, 153-8505, Tokyo, Japan.

出版信息

Chaos. 2006 Mar;16(1):013113. doi: 10.1063/1.2148387.

Abstract

The present paper studies regular and complex spatiotemporal behaviors in networks of coupled map-based bursting oscillators. In-phase and antiphase synchronization of bursts are studied, explaining their underlying mechanisms in order to determine how network parameters separate them. Conditions for emergent bursting in the coupled system are derived from our analysis. In the region of emergence, patterns of chaotic transitions between synchronization and propagation of bursts are found. We show that they consist of transient standing and rotating waves induced by symmetry-breaking bifurcations, and can be viewed as a manifestation of the phenomenon of chaotic itinerancy.

摘要

本文研究基于耦合映射的爆发式振荡器网络中的规则和复杂时空行为。研究了爆发的同相和反相同步,解释了其潜在机制,以确定网络参数如何区分它们。通过分析得出了耦合系统中出现爆发的条件。在出现区域,发现了爆发同步与传播之间混沌转变的模式。我们表明,它们由对称破缺分岔诱导的瞬态驻波和旋转波组成,并且可以被视为混沌游走现象的一种表现。

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