混合型同步转换:其中初始振荡,无标度雪崩和双稳定性共存

Victor Buend'ia, Pablo Villegas, R. Burioni, M. A. Muñoz
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引用次数: 18

摘要

人类的大脑皮层从来都不是静止的,而是处于一种稀疏而嘈杂的神经活动状态。据推测,这种状态最好被描述为一个临界动力学过程——其性质仍未完全理解——在同步相变的边缘出现无标度的活动雪崩。使用一个简单的耦合可激振子模型,我们排除了标准相变来解释集体振荡的出现,因为它们不足以解释当前的实验证据。相反,我们发现了一种新的混合型同步跃迁,显示出非常丰富的动态曲目,支持所有关键的经验观测,包括无标度雪崩,边际相干性和双稳定性。
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Hybrid-type synchronization transitions: Where incipient oscillations, scale-free avalanches, and bistability live together
The human cortex is never at rest but in a state of sparse and noisy neural activity. It has been conjectured that such a state is best described as a critical dynamical process -- whose nature is still not fully understood -- where scale-free avalanches of activity emerge at the edge of a synchronization phase transition. Using a simple model of coupled excitable oscillators, we rule out standard phase transitions to explain the emergence of collective oscillations, as they do not suffice to explain current experimental evidence. Conversely, we uncover a novel hybrid-type of synchronization transition displaying a very-rich dynamical repertoire supporting all key empirical observations, including scale-free avalanches, marginal coherence, and bistability.
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