Hodgkin-Huxley模型 Python实现发布于:2024-08-08 ⋅ 阅读:(78) ⋅ 点赞:(0) Code import numpy as np import matplotlib.pyplot as plt from scipy.integrate import odeint class HHM: def __init__(self, Iapp): self.C = 1. self.Vn, self.Vk, self.Vl = 115., -12., 10.613 self.gn,...
[Neuronal Dynamics 笔记] I Foundations of Neuronal Dynamics - 2 The Hodgkin-Huxley Model,程序员大本营,技术文章内容聚合第一站。
Python Package Thepyhhpackage includes Hodgkin-Huxley models and additional tools to organize simulation data. Simulation Steps Create a model cell and customize its properties if desired Create a stimulus waveform (a numpy array) Create a simulation by giving it model the waveform you created ...
pyHH is a similar project for Python ScottPlot is used to interactively display simulation results Biological Hodgkin and Huxley, 1952 (the original manuscript) The Hodgkin-Huxley Mode (The GENESIS Simulator, Chapter 4) Wikipedia: Hodgkin–Huxley model Summary of the Hodgkin-Huxley model by Dave Be...
Hodgkin-Huxley-Model是模拟神经元行为的一个重要模型,该代码库利用Matlab利用龙格库塔四阶算法来求解该微分方程组 HodgkinHuxleyModel.m: 解微分方程 文件中的HodgkinHuxleyModel.m为一个求解该微分方程封装好的函数。对于不同的输入时间,强度等进行求解。具体参数如下: function [v,I,t,m,n,h] = Hodg...
在钠离子独特的响应机制下,通过数值计算观察到产生动作电位的阈值,python代码如下。在这一简单数值模拟中,假定电流输入是恒定的;如果想要模拟不同的电流输入,可在HHmodel模块中自行编辑电流序列 HHmodel模块代码 importnumpyasnpimportmathdefalphaM(V):return(2.5-0.1*(V+65))/(np.exp(2.5-0.1*(V+65))-1)def...
We controlled the voltage of a Connor-Stevens (CS) conductance-based neuron model using nonlinear model predictive control (MPC). While the parameters of the CS model in priniciple can be emperically estimated, we simulated the case where very little knowledge of the controlled neuron is known,...
An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscience, Hodgkin-Huxley Equations, Differential Equations, Brain Rhythms, Synchronization, Dynamics - ITNG/ModelingNeuralDy
A full Hodgkin-Huxley spiking neuron model and simulation was created in fewer than 100 lines of Python (dev/concept4.py). Unlike other code examples on the internet, this implementation is object-oriented and Pythonic. When run, it produces the image above. ...