Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
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Dec 23, 2024 - Python
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hodgkin-huxley-model
Here are 29 public repositories matching this topic...
Implementation of a Spiking Neural Network in Tensorflow.
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May 13, 2018 - Python
Code for the assignments for the Computational Neuroscience Course BT6270 in the Fall 2018 semester
convolutional-neural-network hopfield-network hebbian-learning hodgkin-huxley hodgkin-huxley-model hebbian-learning-rule hopfield-neural-network phase-space
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Feb 4, 2019 - Jupyter Notebook
Neural simulations using Brian2 Python Package
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Nov 20, 2021 - Jupyter Notebook
A Hodgkin-Huxley model visualization for a neural tree
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Jan 28, 2021 - D
(Spaghetti) Implementation of Hodgkin-Huxley Spiking Neuron Model
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Mar 20, 2023 - Python
Implementation of Neuron-model: Integrate-and-fire, Hodgkin–Huxley, Izhikevich, FitzHugh-Nagumo, Poisson Spike
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Nov 10, 2019 - Rust
This repository contains all material related to the course Computational Neuroscience (BT6270) in the Fall 2020 semester.
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Aug 3, 2021 - Jupyter Notebook
Code for the paper "Stochastic analysis of the electromagnetic induction effect on a neuron's action potential dynamics"
python matlab electrophysiology nonlinear-dynamics uncertainty-quantification sensitivity-analysis hodgkin-huxley-model electromagnetic-induction
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Feb 4, 2022 - MATLAB
Modelling Hodgkin-Huxley neural response with dynamic input
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Aug 24, 2024 - JavaScript
Hodgkin and Huxley neuron model using Simulink and MATLAB. The Hodgkin and Huxley model is a mathematical representation of the electrical activity in a neuron, capturing the dynamics of ion channels and membrane potential.
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Jun 24, 2023 - MATLAB
Model 3 HH neurons connected in different motifs and different axonal delays. Compute synchronization between spikes and information flow between them.
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Mar 12, 2020 - Jupyter Notebook
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Sep 19, 2019 - MATLAB
KU ELEC 436 - Bioelectronics
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May 17, 2021 - Python
Homeworks of Neuroscience of Learning, Memory and Cognition, taught by Dr. Hamid Karbalai Aghajan.
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Sep 5, 2024 - Jupyter Notebook
Various Numerical Analysis algorithms for science and engineering.
monte-carlo-simulation singular-values adaptive stochastic-differential-equations wave-equation eigenvalues gaussian-quadrature fourier-transform romberg euler-method chebyshev-polynomials hodgkin-huxley-model tacoma-narrows-bridge
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Dec 21, 2020 - Python
Python scripts supporting a tutorial on the Hodgkin-Huxley model.
python neuroscience computational-neuroscience computational-science neuron-model hodgkin-huxley-model neuron-simulator pythontutorial hodgkin-huxley-neuron
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Apr 21, 2024 - Python
Model of Motor Network during Parkinson's Disease and Deep Brain Stimulation. The model simulates LFP, EMG and associated force signals from the motor system. A multivariable adaptive control strategy is implemented in the model to control two biomarkers of Parkinsonian tremor and motor impairment symptoms.
neural-network control-engineering brain pid-control parkinsons-disease local-field-potential hodgkin-huxley-model electromyography motoneuron deep-brain-stimulation multivariable-control force-model nervous-system tremor-control beta-oscillations-deep-brain-stimulation
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Jul 9, 2024 - Python
A code for simulating neuronal firing under the Hodgkin-Huxley model.
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Dec 2, 2021 - Python
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