外力作用下小型神经网络的尖峰活动

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
E Rybalova, N Semenova
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引用次数: 0

摘要

处于兴奋模式的神经元不会出现尖峰活动,因此不会对信息传递和处理做出贡献。然而,一些外部影响、耦合或时间延迟会导致单个系统或网络出现振荡。本文的主要目的是揭示导致局部耦合菲茨休-纳古莫振荡器小型网络出现尖峰行为的连接参数和外部影响参数。在这项研究中,我们分析了一个小型网络在没有和有几种外部影响时的动态。首先,我们考虑了作为高斯脉冲周期序列产生的周期脉冲暴露的影响。其次,我们展示了规律性较低的脉冲影响(莱维噪声)及其特例(白高斯噪声)会诱发哪些行为。对于所有类型的影响,我们都确定了在小型网络中诱发尖峰活动的适当参数(局部耦合强度、强度和频率)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spiking activities in small neural networks induced by external forcing.

Neurons in an excitable mode do not show spiking activity and, therefore, do not contribute to information transfer transmission and its processing. However, some external influences, coupling, or time delay can lead to the appearance of oscillations in individual systems or networks. The main goal of this paper is to uncover the connection parameters and parameters of external influences that lead to the arising of spiking behavior in a small network of locally coupled FitzHugh-Nagumo oscillators. In this study, we analyze the dynamics of a small network in the absence and presence of several types of external influences. First, we consider the impact of periodic-pulse exposure generated as a periodic sequence of Gaussian pulses. Second, we show what behavior can be induced by far less regular pulsed influence (Lévy noise) and its special case called white Gaussian noise. For all types of influences, we have identified the appropriate parameters (local coupling strength, intensity, and frequency) that induce spiking activity in the small network.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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