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Impact of bounded noise on the formation and instability of spiral wave in a 2D Lattice of neurons

机译:有限噪声对二维神经元晶格中螺旋波形成和不稳定性的影响

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摘要

Spiral waves in the neocortex may provide a spatial framework to organize cortical oscillations, thus help signal communication. However, noise influences spiral wave. Many previous theoretical studies about noise mainly focus on unbounded Gaussian noise, which contradicts that a real physical quantity is always bounded. Furthermore, non-Gaussian noise is also important for dynamical behaviors of excitable media. Nevertheless, there are no results concerning the effect of bounded noise on spiral wave till now. Based on Hodgkin-Huxley neuron model subjected to bounded noise with the form of Asin[ωt + σW(t)], the influences of bounded noise on the formation and instability of spiral wave in a two-dimensional (2D) square lattice of neurons are investigated in detail by separately adjusting the intensity σ, amplitude A, and frequency f of bounded noise. It is found that the increased intensity σ can facilitate the formation of spiral wave while the increased amplitude A tends to destroy spiral wave. Furthermore, frequency of bounded noise has the effect of facilitation or inhibition on pattern synchronization. Interestingly, for the appropriate intensity, amplitude and frequency can separately induce resonance-like phenomenon.
机译:新皮层中的螺旋波可提供空间框架来组织皮层振荡,从而帮助信号通讯。但是,噪声会影响螺旋波。先前许多关于噪声的理论研究主要集中在无界高斯噪声上,这与实际物理量总是有界的矛盾。此外,非高斯噪声对于可激发介质的动力学行为也很重要。然而,到目前为止,还没有关于有限噪声对螺旋波的影响的结果。基于Asin [ωt+σW(t)]形式的有界噪声的Hodgkin-Huxley神经元模型,有界噪声对二维(2D)神经元正方形晶格中螺旋波的形成和不稳定性的影响通过分别调整有界噪声的强度σ,幅度A和频率f来详细研究这些信号。发现增加的强度σ可以促进螺旋波的形成,而增加的振幅A倾向于破坏螺旋波。此外,有界噪声的频率对模式同步具有促进或抑制的作用。有趣的是,对于适当的强度,幅度和频率,可以分别引起类似共振的现象。

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