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自组织临界性中的标度不变性和节律性行为共存。

Coexistence of scale-invariant and rhythmic behavior in self-organized criticality.

机构信息

Department of Physics, Institute for Advanced Studies in Basic Sciences, Zanjan 45137-66731, Iran.

Department of Physics, College of Sciences, Shiraz University, Shiraz 71946-84795, Iran.

出版信息

Phys Rev E. 2018 Aug;98(2-1):022304. doi: 10.1103/PhysRevE.98.022304.

Abstract

Scale-free behavior as well as oscillations are frequently observed in the activity of many natural systems. One important example is the cortical tissues of mammalian brain where both phenomena are simultaneously observed. Rhythmic oscillations as well as critical (scale-free) dynamics are thought to be important, but theoretically incompatible, features of a healthy brain. Motivated by the above, we study the possibility of the coexistence of scale-free avalanches along with rhythmic behavior within the framework of self-organized criticality. In particular, we add an oscillatory perturbation to local threshold condition of the continuous Zhang model and characterize the subsequent activity of the system. We observe regular oscillations embedded in well-defined avalanches which exhibit scale-free size and duration in line with observed neuronal avalanches. The average amplitude of such oscillations are shown to decrease with increasing frequency consistent with real brain oscillations. Furthermore, it is shown that optimal amplification of oscillations occur at the critical point, further providing evidence for functional advantages of criticality.

摘要

无标度行为和震荡在许多自然系统的活动中经常被观察到。哺乳动物大脑皮质组织就是一个重要的例子,其中同时观察到了这两种现象。有节奏的震荡和临界(无标度)动力学被认为是健康大脑的重要特征,但在理论上是不相容的。基于上述原因,我们在自组织临界性的框架内研究了同时存在无标度雪崩和节律行为的可能性。具体来说,我们在连续 Zhang 模型的局部阈值条件中添加了一个震荡扰动,并对系统的后续活动进行了表征。我们观察到了在具有明确无标度大小和持续时间的雪崩中嵌入的规则震荡,这些震荡与观察到的神经元雪崩一致。这种震荡的平均幅度随着频率的增加而减小,与真实大脑的震荡一致。此外,还表明在临界点发生最佳的震荡放大,这进一步为临界性的功能优势提供了证据。

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