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电磁感应下神经元电活动的亚临界霍普夫分岔与随机共振

Subcritical Hopf Bifurcation and Stochastic Resonance of Electrical Activities in Neuron under Electromagnetic Induction.

作者信息

Fu Yu-Xuan, Kang Yan-Mei, Xie Yong

机构信息

School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China.

School of Aerospace Engineering, Xi'an Jiaotong University, Xi'an, China.

出版信息

Front Comput Neurosci. 2018 Feb 6;12:6. doi: 10.3389/fncom.2018.00006. eCollection 2018.

Abstract

The FitzHugh-Nagumo model is improved to consider the effect of the electromagnetic induction on single neuron. On the basis of investigating the Hopf bifurcation behavior of the improved model, stochastic resonance in the stochastic version is captured near the bifurcation point. It is revealed that a weak harmonic oscillation in the electromagnetic disturbance can be amplified through stochastic resonance, and it is the cooperative effect of random transition between the resting state and the large amplitude oscillating state that results in the resonant phenomenon. Using the noise dependence of the mean of interburst intervals, we essentially suggest a biologically feasible clue for detecting weak signal by means of neuron model with subcritical Hopf bifurcation. These observations should be helpful in understanding the influence of the magnetic field to neural electrical activity.

摘要

改进了菲茨休-纳古莫模型,以考虑电磁感应对单个神经元的影响。在研究改进模型的霍普夫分岔行为的基础上,捕捉到了随机版本在分岔点附近的随机共振。结果表明,电磁干扰中的弱谐波振荡可以通过随机共振得到放大,而静息态和大幅振荡态之间的随机跃迁的协同作用导致了共振现象。利用爆发间期均值的噪声依赖性,我们从本质上提出了一种利用具有亚临界霍普夫分岔的神经元模型检测弱信号的生物学可行线索。这些观察结果有助于理解磁场对神经电活动的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4081/5808182/703abbf12708/fncom-12-00006-g0001.jpg

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