哈密顿动力学和外源电场间接耦合作为广义二维Hindmarsh-Rose模型中神经元活动管理的工具

IF 1.7 4区 物理与天体物理 Q3 PHYSICS, CONDENSED MATTER
N. S. Mundih, A. Mvogo, D. Belobo Belobo, C. B. Tabi, T. C. Kofané
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引用次数: 0

摘要

在这项工作中,我们研究了一个广义的二维Hindmarsh - Rose神经元模型,该模型单独提出了哈密顿量及其时间导数(瞬时功率)在塑造由实验者可调节的外源电场间接耦合的神经元的神经元活动中的独特作用。通过施加周期性外源场,我们证明了神经元是如何被外源电场驱动到完全同步的,我们确定了外源电场的振幅和频率的临界阈值,低于该阈值,神经元活动就会发生振幅死亡。引人注目的是,超过这些阈值会引发振荡活动的反弹。利用亥姆霍兹定理的解析计算得出哈密顿量及其瞬时功率的封闭形式表达式,表明外源电场的贡献在每个神经元中都是累加的。大量的数值模拟证实了神经元沉默和神经元动力学恢复存在明显的振幅和频率边界分离机制。此外,神经元半径的变化通过电容效应调节兴奋性,较大的细胞表现出抑制的振荡。我们的研究结果强调了调节外源电场调节神经元行为的关键机制,为神经调节应用提供了潜在的控制策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hamiltonian dynamics and extrinsic electric field indirect coupling as a tool for management of neuronal activity in a generalized two dimensional Hindmarsh–Rose model

In this work, we investigate a generalized two dimensional Hindmarsh−Rose neuronal model which single out the distinct roles of the Hamiltonian and its time-derivative (instantaneous power) in shaping the neuronal activity of neurons coupled indirectly by an extrinsic electric field adjustable by an experimenter. By imposing a periodic extrinsic field, we demonstrate how neurons are driven into complete synchronization by the extrinsic electric field and we identify critical thresholds values of the amplitude and the frequency of the extrinsic electric field below which neuronal activity with amplitude death occurs. Strikingly, exceeding these thresholds values triggers a rebound of oscillatory activity. Analytical calculations using the Helmholtz’s theorem yield closed−form expressions for the Hamiltonian along with its instantaneous power reveal that the contributions of the extrinsic electric field add up in each neuron. Intensive numerical simulations confirm the existence of sharp amplitude and frequency boundaries separating regimes of neuronal silencing and revival of neuronal dynamics. Moreover, variations in neuronal radius are shown to modulate excitability through capacitance effects, with larger cells exhibiting suppressed oscillations. Our results highlight crucial mechanisms by which modulated extrinsic electric fields regulate neuronal behavior offering potential control strategies for neuromodulation applications.

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来源期刊
The European Physical Journal B
The European Physical Journal B 物理-物理:凝聚态物理
CiteScore
2.80
自引率
6.20%
发文量
184
审稿时长
5.1 months
期刊介绍: Solid State and Materials; Mesoscopic and Nanoscale Systems; Computational Methods; Statistical and Nonlinear Physics
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