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一个莫里斯-莱卡神经元模型的分岔分析

Bifurcation analysis of a Morris-Lecar neuron model.

作者信息

Liu Congmin, Liu Xuanliang, Liu Shenquan

机构信息

Department of Mathematics, South China University of Technology, Guangzhou, 510640, China.

出版信息

Biol Cybern. 2014 Feb;108(1):75-84. doi: 10.1007/s00422-013-0580-4. Epub 2014 Jan 17.

Abstract

In this paper, we investigate the dynamical behaviors of a Morris-Lecar neuron model. By using bifurcation methods and numerical simulations, we examine the global structure of bifurcations of the model. Results are summarized in various two-parameter bifurcation diagrams with the stimulating current as the abscissa and the other parameter as the ordinate. We also give the one-parameter bifurcation diagrams and pay much attention to the emergence of periodic solutions and bistability. Different membrane excitability is obtained by bifurcation analysis and frequency-current curves. The alteration of the membrane properties of the Morris-Lecar neurons is discussed.

摘要

在本文中,我们研究了一个莫里斯 - 莱卡神经元模型的动力学行为。通过使用分岔方法和数值模拟,我们考察了该模型分岔的全局结构。结果总结在各种双参数分岔图中,以刺激电流为横坐标,另一个参数为纵坐标。我们还给出了单参数分岔图,并特别关注周期解和双稳性的出现。通过分岔分析和频率 - 电流曲线获得了不同的膜兴奋性。讨论了莫里斯 - 莱卡神经元膜特性的改变。

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