噪声对FitzHugh-Nagumo神经元放电行为的影响

D. Wei, Ying-Hua Qin, Xiaoshu Luo
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引用次数: 0

摘要

研究了高斯白噪声强度对菲兹休-南云神经元放电行为的影响。发现存在一个中等强度的噪声,在此噪声中神经元的放电行为被诱导和增强。为了定量研究神经元的放电程度,引入平均放电峰数来测量放电模式的频率。我们的研究表明,噪声在神经元的放电行为中起着至关重要的作用。此外,还讨论了随机噪声作用背后的可能机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Noise Effects on the Firing Behavior of FitzHugh-Nagumo Neuron
We investigate how firing behavior of Fitz Hugh-Nagumo neuron depends on the intensity of Gaussian white noise. It is found that there exists an intermediate range intensity of noise where the firing behavior of neuron is induced and enhanced. To quantitatively study the firing degree of the neuron, the average number of firing spiking is introduced to measure the frequency of the firing patterns. Our study imply that the noise plays a vital role in firing behavior of neuron. Furthermore, the possible mechanism behind the action of random noise also is addressed.
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