Lévy noise-induced coherence resonance in the FitzHugh-Nagumo oscillator: numerical study versus experiment

Ivan Korneev, Anna Zakharova, Vladimir V. Semenov
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Abstract

Using a model of the FitzHugh-Nagumo oscillator in the excitable regime, we investigate the influence of the L\'evy noise's properties on the effect of coherence resonance. In particular, we demonstrate that the L\'evy noise can be a constructive or destructive factor providing for enhancement or suppression of noise-induced coherence. We show that the positive or negative role of the L\'evy noise impact is dictated by the noise's stability index and skewness parameter. The correlation time and the deviation of interspike intervals used in this analysis are shown to be maximized or minimized for an appropriate choice of the noise parameters. Numerical simulations are combined with experiments on an electronic circuit showing an excellent qualitative correspondence and proving thereby the robustness of the observed phenomena.
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FitzHugh-Nagumo 振荡器中由莱维噪声诱发的相干共振:数值研究与实验对比
我们利用可激发机制下的菲茨休-纳古莫振荡器模型,研究了 L\'evy 噪声特性对相干共振效应的影响。特别是,我们证明了 L\'evy 噪声可以是一个建设性或破坏性因素,从而增强或抑制噪声诱导的相干性。我们证明了 L\'evy 噪声影响的积极或消极作用是由噪声的稳定指数和偏度参数决定的。分析表明,在噪声参数选择适当的情况下,该分析中使用的相关时间和棘间间隔偏差可以最大化或最小化。数值模拟与电子电路上的实验相结合,显示出极好的定性对应关系,从而证明了所观察现象的稳健性。
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