正弦强迫对单向耦合双神经元系统的 FitzHugh-Nagumo 主神经元模型和全局动力学的影响

IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Chaos Pub Date : 2024-09-01 DOI:10.1063/5.0219640
Nívea D Bosco, Paulo C Rech, Marcus W Beims, Cesar Manchein
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引用次数: 0

摘要

本文研究了一个七参数五维动力系统,特别是两个 FitzHugh-Nagumo 神经元模型的单向耦合,其中一个神经元受到正弦驱动。这种主从配置的特点是:神经元 N1 作为主神经元,受到外部正弦电流的作用;神经元 N2 作为从神经元,通过电场力与 N1 相互作用。我们报告了三种不同情况下的数值结果,即 N1 在 (i) 周期、(ii) 准周期和 (iii) 混沌状态下运行。主要目的是探索主神经元 N1 的动力学如何影响耦合系统的行为。为此,我们生成了七维参数空间的横截面,即参数平面。我们的研究结果表明,在 N1 的周期性机制中,耦合系统在参数平面上表现出阿诺德舌状结构的周期递增序列。此外,在耦合系统的这些参数平面上还可以发现多稳定性区域。在准周期系统中,没有周期运动区域,只有准周期和混沌动力学区域。在 N1 的混沌系统中,参数平面显示出混沌、超混沌和瞬态超混沌区域。
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Influence of sinusoidal forcing on the master FitzHugh-Nagumo neuron model and global dynamics of a unidirectionally coupled two-neuron system.

In this paper, we investigate a seven-parameter, five-dimensional dynamical system, specifically a unidirectional coupling of two FitzHugh-Nagumo neuron models, with one neuron being sinusoidally driven. This master-slave configuration features neuron N1 as the master, subjected to an external sinusoidal electrical current, and neuron N2 as the slave, interacting with N1 through an electrical force. We report numerical results for three distinct scenarios where N1 operates in (i) periodic, (ii) quasiperiodic, and (iii) chaotic regimes. The primary objective is to explore how the dynamics of the master neuron N1 influence the coupled system's behavior. To achieve this, we generated cross sections of the seven-dimensional parameter space, known as parameter planes. Our findings reveal that in the periodic regime of N1, the coupled system exhibits period-adding sequences of Arnold tongue-like structures in the parameter planes. Furthermore, regions of multistability can also be identified in these parameter planes of the coupled system. In the quasiperiodic regime, regions of periodic motion are absent, with only regions of quasiperiodic and chaotic dynamics present. In the chaotic regime of N1, the parameter planes display regions of chaos, hyperchaos, and transient hyperchaos.

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来源期刊
Chaos
Chaos 物理-物理:数学物理
CiteScore
5.20
自引率
13.80%
发文量
448
审稿时长
2.3 months
期刊介绍: Chaos: An Interdisciplinary Journal of Nonlinear Science is a peer-reviewed journal devoted to increasing the understanding of nonlinear phenomena and describing the manifestations in a manner comprehensible to researchers from a broad spectrum of disciplines.
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