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单个神经元系统中的相位噪声诱导共振。

Phase-noise-induced resonance in a single neuronal system.

作者信息

Liang Xiaoming, Zhao Liang, Liu Zonghua

机构信息

Institute of Mathematics and Computer Science, University of São Paulo, São Carlos 13560-970, Brazil.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Sep;84(3 Pt 1):031916. doi: 10.1103/PhysRevE.84.031916. Epub 2011 Sep 16.

DOI:10.1103/PhysRevE.84.031916
PMID:22060412
Abstract

Phase-disorder-induced resonance has been recently uncovered in an ensemble of coupled excitable neurons with weak external signal, where each neuron takes a constant initial signal phase [Phys. Rev. E 82, 010902(R) (2010)]. However, it is unclear how the initial phase disorder influences the behavior of a single or isolated neuron, which constitutes the ensemble. In order to answer this question, we here consider the case of a single neuron with phase noise originated from the time-varying initial signal phase, in contrast to the constant initial phase in each neuron studied in the above referenced paper. Interestingly, we find that the phase noise can induce resonance even in the single neuronal system with subthreshold signal. Moreover, we reveal that, with the presence of phase noise, the neuron also shows another resonance behavior by varying the period of the external signal. An analysis is conducted to uncover the mechanisms behind these resonance phenomena.

摘要

最近在具有微弱外部信号的耦合可兴奋神经元集合中发现了相位无序诱导共振,其中每个神经元具有恒定的初始信号相位[《物理评论E》82, 010902(R) (2010)]。然而,尚不清楚初始相位无序如何影响构成该集合的单个或孤立神经元的行为。为了回答这个问题,我们在此考虑单个神经元的情况,其相位噪声源自随时间变化的初始信号相位,这与上述参考文献中每个神经元的恒定初始相位形成对比。有趣的是,我们发现即使在具有阈下信号的单个神经元系统中,相位噪声也能诱导共振。此外,我们揭示,在存在相位噪声的情况下,神经元通过改变外部信号的周期还表现出另一种共振行为。我们进行了分析以揭示这些共振现象背后的机制。

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