How colored noise impacts excitation and suppression of calcium oscillations: Stochastic sensitivity analysis

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Lev Ryashko
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引用次数: 0

Abstract

In this paper, we study the specificity of the colored noise in the stochastic calcium dynamics. As a deterministic framework, the Li-Rinzel model with the frequency modulation of calcium oscillations is used. For the cases of mono- and bistability, a parametric description of the dependence of the dispersion of random states on correlation time and colored noise intensity is given. In studying the phenomenon of stochastic excitation of spike oscillations, we localize the range of the correlation parameter of the colored noise inducing coherence resonance. A probabilistic analysis of the suppression of calcium oscillations by noise is carried out. The constructive capabilities of the stochastic sensitivity technique in colored-noise-induced generation and suppression of calcium oscillations are demonstrated.
彩色噪声如何影响钙振荡的激发和抑制?随机敏感性分析
本文研究了随机钙动力学中彩色噪声的特异性。作为一个确定性框架,我们使用了钙振荡频率调制的 Li-Rinzel 模型。对于单稳态和双稳态的情况,给出了随机状态的离散性对相关时间和彩色噪声强度依赖性的参数描述。在研究随机激发尖峰振荡现象时,我们确定了诱发相干共振的彩色噪声的相关参数范围。对噪声抑制钙振荡进行了概率分析。证明了随机灵敏度技术在彩色噪声诱发和抑制钙振荡方面的建设性能力。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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