莱维噪声对 Chialvo 神经元网格图中螺旋波的影响

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Chaos Solitons & Fractals Pub Date : 2024-11-20 DOI:10.1016/j.chaos.2024.115759
I.D. Kolesnikov, A.V. Bukh, S.S. Muni, J.S. Ram
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引用次数: 0

摘要

我们的目的是通过应用具有不同统计特征的外部噪声,探索破坏 Chialvo 神经元晶格网络中螺旋波机制的特征。Chialvo 神经元用二维递推图表示。所研究的神经元晶格在随机初始条件以及局部和非局部耦合的特殊初始条件下观察。我们考虑了耦合强度-莱维过程分布宽度平面上的详细双参数图,发现螺旋波的存在取决于网络和噪声参数。我们研究了耦合强度和范围参数如何影响耦合晶格系统中的螺旋波动力学。耦合范围的增加扩大了螺旋波存在的区域。此外,我们还证明,根据噪声稳定性参数值和噪声不对称参数值,在分布宽度参数值达到一定临界值时,螺旋波就会被破坏。噪声稳定性参数和噪声不对称参数的减小会降低阈值。我们表明,莱维噪声对 Chialvo 神经元晶格中螺旋波的影响导致向目标波的过渡比随机初始条件下向无噪声目标波的过渡更加稳定。最后,我们还发现,随着时间的推移,噪声会导致晶格在各种螺旋状状态之间切换。
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Impact of Lévy noise on spiral waves in a lattice of Chialvo neuron map
We aim to explore the features of destroying the spiral wave regime in a lattice network of Chialvo neurons by applying external noise with different statistical characteristics. Chialvo neurons are represented with a two-dimensional recurrence map. The lattice of neurons under study observed with random initial conditions and with special initial conditions for local and nonlocal coupling. We consider a detailed two-parameter plot in the plane of coupling strength — distribution width of Lévy process which revealed that the existence of spiral waves are dependent on the network and noise parameters. We examine how coupling strength and range parameters influence on the spiral wave dynamics in a coupled lattice system. Increasing the coupling range enlarges the region where spiral waves can exist. Additionally we show that the destruction of spiral waves is achievable with a certain threshold of the distribution width parameter value depending on the noise stability parameter value and the noise asymmetry parameter value. A decrease in the noise stability parameter as well as in the noise asymmetry parameter decreases the threshold value. We show that the influence of Lévy noise on spiral waves in the lattice of Chialvo neurons results in a transition to target waves that are more stable than in the case of transition for random initial conditions to target waves without noise. Finally, we have found that the noise could cause the lattice to switch between various spiral-like regimes as time passes.
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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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