interactive_neuron_model_simulator
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Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...
Interative Neuron Models
In this repository, you can find a variety of computational neuron models, ranging from complex models such as the Hodgkin-Huxley model over to simple model like a leaky integrate-and-fire model; written in Python 3. Each of those is represented via a GUI, coded in tkinter, allowing the user to manipulate the external current as well as model specific key values.
Required Python Packages
-
Numpy
-
Matplotlib
-
Scipy
-
tkinter
Execution
Simply clone this repository, be sure to have all the required packages
installed and execute Model_Simulator.py
, which opens a menu of different
models to choose from.
After one is chosen, an interactive matplotlib
window will open.
Currently Available Models
- Hodgkin-Huxley Model
- Izhikevich Model
- Leaky Integrate-and-Fire Model
- FitzHugh-Nagumo Model