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On the Hybrid Model of Nerve Pulse: Mathematical Analysis and Numerical Results
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作者 Alexander Mengnjo Jake Leonard Nkeck 《Journal of Applied Mathematics and Physics》 2023年第8期2373-2396,共24页
Amongst the important phenomena in neurophysiology, nerve pulse generation and propagation is fundamental. Scientists have studied this phenomena using mathematical models based on experimental observations on the phy... Amongst the important phenomena in neurophysiology, nerve pulse generation and propagation is fundamental. Scientists have studied this phenomena using mathematical models based on experimental observations on the physiological processes in the nerve cell. Widely used models include: the Hodgkin-Huxley (H-H) model, which is based entirely on the electrical activity of the nerve cell;and the Heimburg and Jackson (H-J), model based on the thermodynamic activity of the nerve cell. These classes of models do not, individually, give a complete picture of the processes that lead to nerve pulse generation and propagation. Recently, a hybrid model proposed by Mengnjo, Dikandé and Ngwa (M-D-N), takes into consideration both the electrical and thermodynamic activities of the nerve cell. In their work, the first three bound states of the model are analytically computed and they showed great resemblance to some of the experimentally observed pulse profiles. With these bound states, the M-D-N model reduces to an initial value problem of a linear parabolic partial differential equation with variable coefficients. In this work we consider the resulting initial value problem and, using the theory of function spaces, propose and prove conditions under which such equations will admit unique solutions. We then verify that the resulting initial value problem from the M-D-N model satisfies these conditions and so has a unique solution. Given that the derived initial value problem is complex and there are no known analytic techniques that can be deployed to obtain its solution, we designed a numerical experiment to estimate the solutions. The simulations revealed that the unique solution is a stable pulse that propagates in the x-t plane with constant velocity and maintains the shape of the initial profile. 展开更多
关键词 Nerve Impulse Nerve Pulse Propagation hodgkin-huxley equation Korteweg-de Vries equation Heimburg Jackson Model NEUROPHYSIOLOGY
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A Study of Compound Action Potentials in Current-Coupled Tracts: the General Case
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作者 Aman Chawla Salvatore Domenic Morgera 《Journal of Applied Mathematics and Physics》 2023年第11期3345-3353,共9页
In this paper, the authors investigate compound action potentials formed when the underlying tract's axons have current-mediated coupling amongst themselves, and no field-mediated coupling. The key finding of the ... In this paper, the authors investigate compound action potentials formed when the underlying tract's axons have current-mediated coupling amongst themselves, and no field-mediated coupling. The key finding of the paper is that, for the case of biophysically inhomogeneous axon tracts, the compound action potential is governed by a Hodgkin-Huxley like equation itself in certain cases. The paper extends an earlier result for the identical axon case. 展开更多
关键词 Compound Action Potentials Current-Mediated Coupling Biophysically Inhomogeneous Axon Tracts hodgkin-huxley equation Identical Axon Case
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具有生长和衰老机制的生物神经网络的兴奋特性研究 被引量:2
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作者 吴雷 罗晓曙 郑鸿宇 《中国生物医学工程学报》 CAS CSCD 北大核心 2008年第6期822-826,837,共6页
在具有侧向抑制机制的小世界人工生物神经网络中,对神经元的放电特性引入增长和衰老机制,构建具有模仿实际生物神经网络生长和衰老功能的网络模型。为了研究该网络模型表现出来的发放电的特性与实际生物神经网络行为之间的一些关系,本... 在具有侧向抑制机制的小世界人工生物神经网络中,对神经元的放电特性引入增长和衰老机制,构建具有模仿实际生物神经网络生长和衰老功能的网络模型。为了研究该网络模型表现出来的发放电的特性与实际生物神经网络行为之间的一些关系,本研究数值仿真分析了该网络模型在不同噪声强度和不同耦合强度下的兴奋特性,发现模拟结果与实际生物神经网络在神经细胞处于生长发育或衰老时,对外界刺激所表现出的兴奋效应及其饱和效应有一定程度上的相似性,研究结果对探索实际生物神经网络的兴奋特性和放电节律具有较好的参考价值。 展开更多
关键词 小世界生物神经网络 hodgkin-huxley方程 增长和衰老机制
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离子通道噪声对神经元新陈代谢能量的影响 被引量:1
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作者 王慧巧 俞连春 陈勇 《物理学报》 SCIE EI CAS CSCD 北大核心 2009年第7期5070-5074,共5页
利用随机Hodgkin-Huxley模型对发生在不同膜面积、不同温度下的神经元新陈代谢能量损耗进行了数值模拟研究.与实际神经元进行比较,表明神经元细胞膜存在一个最佳的膜面积和最佳的温度.在最佳的膜面积和温度下,神经元的新陈代谢能量损耗... 利用随机Hodgkin-Huxley模型对发生在不同膜面积、不同温度下的神经元新陈代谢能量损耗进行了数值模拟研究.与实际神经元进行比较,表明神经元细胞膜存在一个最佳的膜面积和最佳的温度.在最佳的膜面积和温度下,神经元的新陈代谢能量损耗最小.最佳的膜面积与实际神经元膜面积一致,并且这个最佳的温度与室温一致. 展开更多
关键词 噪声 离子通道 神经元 hodgkin-huxley模型
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Model of the Nerve Impulse with Account of Mechanosensory Processes: Stationary Solutions.
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作者 Alexander Mengnjo Alain M. Dikandé +1 位作者 Gideon A. Ngwa 《Journal of Applied Mathematics and Physics》 2020年第10期2091-2102,共12页
Mechanotransduction refers to a physiological process by which mechanical forces, such as pressures exerted by ionized fluids on cell membranes and tissues, can trigger excitations of electrical natures that play impo... Mechanotransduction refers to a physiological process by which mechanical forces, such as pressures exerted by ionized fluids on cell membranes and tissues, can trigger excitations of electrical natures that play important role in the control of various sensory (i.e. stimuli-responsive) organs and homeostasis of living organisms. In this work, the influence of mechanotransduction processes on the generic mechanism of the action potential is investigated analytically, by considering a mathematical model that consists of two coupled nonlinear partial differential equations. One of these two equations is the Korteweg-de Vries equation governing the spatio-temporal evolution of the density difference between intracellular and extracellular fluids across the nerve membrane, and the other is Hodgkin-Huxley cable equation for the transmembrane voltage with a self-regulatory (i.e. diode-type) membrane capacitance. The self-regulatory feature here refers to the assumption that membrane capacitance varies with the difference in density of ion-carrying intracellular and extracellular fluids, thus ensuring an electromechanical feedback mechanism and consequently an effective coupling of the two nonlinear equations. The exact one-soliton solution to the density-difference equation is obtained in terms of a pulse excitation. With the help of this exact pulse solution the Hodgkin-Huxley cable equation is shown to transform, in steady state, to a linear eigenvalue problem some bound states of which can be obtained exactly. Few of such bound-state solutions are found analytically. 展开更多
关键词 Nerve Impulse Mechanosensory Response hodgkin-huxley equation Korteweg-de Vries equation Associated Legendre Polynomials
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具有对流项的Hodgkin-Huxley方程粘性解的Cauchy问题 被引量:1
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作者 吴菲 《西安文理学院学报(自然科学版)》 2019年第3期1-5,14,共6页
讨论了具有对流项的Hodgkin-Huxley方程的粘性解的整体存在性.首先,利用自相似变换得到了原问题线性齐次化方程的解;然后,利用Duhamel原理和皮卡逐次逼近法给出了原Cauchy问题的局部解的存在唯一性;最后,利用极值原理获得了解的L~∞估计... 讨论了具有对流项的Hodgkin-Huxley方程的粘性解的整体存在性.首先,利用自相似变换得到了原问题线性齐次化方程的解;然后,利用Duhamel原理和皮卡逐次逼近法给出了原Cauchy问题的局部解的存在唯一性;最后,利用极值原理获得了解的L~∞估计,从而证明了具有对流项的Hodgkin-Huxley方程的Cauchy问题粘性解的整体存在性. 展开更多
关键词 双曲守恒律 hodgkin-huxley方程 极值原理 整体存在性 L^∞估计
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耦合Hodgkin-Huxley方程中同相解的稳定性
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作者 周天寿 张锁春 《数学学报(中文版)》 SCIE CSCD 北大核心 2001年第6期1121-1126,共6页
本文证明了耦合Hodgkin-Huxley方程中同相解的稳定性.
关键词 hodgkin-huxley方程 同相解 稳定性 BVP型方程 高维系统
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神经脉冲波传播形态的研究 被引量:4
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作者 柴玉珍 张建文 杨桂通 《生物医学工程学杂志》 EI CAS CSCD 北大核心 2008年第5期1184-1188,共5页
Hodgkin-Huxley模型(H-H模型)是研究神经电生理不可或缺的数学依据。但是,到目前为止,对H-H神经元模型的分析缺少解析研究。本文对经典的H-H模型进行具体分析,得到简化H-H模型以及Nagumo方程,利用齐次平衡方法首次求出简化H-H方程和Nag... Hodgkin-Huxley模型(H-H模型)是研究神经电生理不可或缺的数学依据。但是,到目前为止,对H-H神经元模型的分析缺少解析研究。本文对经典的H-H模型进行具体分析,得到简化H-H模型以及Nagumo方程,利用齐次平衡方法首次求出简化H-H方程和Nagumo方程的孤波解。研究表明:神经冲动可以孤波的模式传播。 展开更多
关键词 hodgkin-huxley方程 Nagumo方程 孤波解 神经冲动
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基于短时程突触可塑性形成的工作记忆神经元网络模型 被引量:1
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作者 徐超 周家程 +1 位作者 何国龙 张雪娟 《浙江师范大学学报(自然科学版)》 CAS 2019年第1期15-23,共9页
为了用建模的思想来刻画工作记忆,根据随机Hodgkin-Huxely神经元模型和短时程突触可塑性的生理学机制,给出了一个关于工作记忆的神经元网络模型.通过数值模拟的方法,讨论了不同膜面积下的离子通道对工作记忆的影响,同时发现了只有在适... 为了用建模的思想来刻画工作记忆,根据随机Hodgkin-Huxely神经元模型和短时程突触可塑性的生理学机制,给出了一个关于工作记忆的神经元网络模型.通过数值模拟的方法,讨论了不同膜面积下的离子通道对工作记忆的影响,同时发现了只有在适当的时间里不断施加外部Poisson输入,工作记忆才能不断涌现.模型能很好地解释工作记忆形成及维持的原理,也能表示2种不同刺激是怎样保存在工作记忆中的. 展开更多
关键词 短时程突触可塑性 工作记忆 随机HH方程 离子通道 兴奋性神经元 抑制性神经元
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