简单振子群的分岔分析与结构稳定性

Can Xu, Xuebin Wang, P. S. Skardal
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引用次数: 32

摘要

我们提出了一种用简单结构编码的高阶耦合振子系集体动力学的分析描述,为大脑功能和信息存储提供了一个说明性和有见地的范例。系统的新动力学,包括突然不同步和多稳定性,得到了严格的表征,并发现了与一阶相变连续体对应的临界点满足普遍标度性质。更重要的是,通过对稳定的星团状态进行严格的光谱分析,表征了产生具有任意集合大小的多个星团的潜在分岔机制。由于群对称,我们证明了高维相空间中非平凡反对称流形下的集体模的不稳定性导致了突发性非同步跃迁的连续。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bifurcation analysis and structural stability of simplicial oscillator populations
We present an analytical description for the collective dynamics of oscillator ensembles with higher-order coupling encoded by simplicial structure, which serves as an illustrative and insightful paradigm for brain function and information storage. The novel dynamics of the system, including abrupt desynchronization and multistability, are rigorously characterized and the critical points that correspond to a continuum of first-order phase transitions are found to satisfy universal scaling properties. More importantly, the underlying bifurcation mechanism giving rise to multiple clusters with arbitrary ensemble size is characterized using a rigorous spectral analysis of the stable cluster states. As a consequence of $SO_2$ group symmetry, we show that the continuum of abrupt desynchronization transitions result from the instability of a collective mode under the nontrivial antisymmetric manifold in the high dimensional phase space.
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