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霍奇金-赫胥黎模型神经元的最佳刺激电流波形

Optimal stimulus current waveshape for a Hodgkin-Huxley model neuron.

作者信息

Tahayori Bahman, Dokos Socrates

机构信息

NeuroEngineering Laboratory, Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville, VIC 3010, Australia.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:4627-30. doi: 10.1109/EMBC.2012.6346998.

Abstract

Traditionally, rectangular Lilly-type current pulses have been employed to electrically stimulate a neuron. In this paper, we utilize a least squares optimisation approach to assess the optimality of rectangular pulses in the context of electrical current stimulation. To this end, an appropriate cost function to minimise the total charge delivered to a neuron while keeping the waveshape sufficiently smooth, is developed and applied to a Hodgkin-Huxley ionic model of the neural action potential. Cubic spline parameters were utilized to find the optimal stimulation profile for a fixed peak current. Simulation results demonstrate that the optimal stimulation profile for a specified single neuron is a non-rectangular pulse whose shape depends upon the maximum allowable current as well as the stimulus duration.

摘要

传统上,一直采用矩形利利型电流脉冲对神经元进行电刺激。在本文中,我们利用最小二乘优化方法来评估在电流刺激背景下矩形脉冲的最优性。为此,开发了一种合适的成本函数,以在保持波形足够平滑的同时最小化传递给神经元的总电荷,并将其应用于神经动作电位的霍奇金-赫胥黎离子模型。利用三次样条参数来找到固定峰值电流下的最优刺激曲线。仿真结果表明,对于特定的单个神经元,最优刺激曲线是一个非矩形脉冲,其形状取决于最大允许电流以及刺激持续时间。

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