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Implementation of the Spike Response Model and Generalized Linear Model as presented in https://neuronaldynamics.epfl.ch/online/index.html

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Spike Response Model

The SRM is a deterministic model of Spiking Neurons. Specifically a "Hard-Threshold Adaptive Integrate and Fire Model".

If you want to learn more about the theoretical foundations of this code go to:

https://neuronaldynamics.epfl.ch/online/index.html

All equations have been taken from there.

Simulation examples:

Excitatory Neuron:

alt text

Inhibitory Neuron:

alt text

Warning: I'm not a neuroscientist, so you might wanna keep a good dose of skepticism about the correctness of the resulting simulations.

Corrections and recommendations of any kind are welcomed.

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