This repo is for collecting notebooks and hopefully some fun interactive explorations of modeling ideas from neurodynamics. This is a work in progress, so if you see any bugs or would like to contribute, thank you and you are welcome!
NaKL.ipynb explores modeling of neurons using Na, K, and leak conductances.
gating_variables.ipynb is aimed at exploring synapses, but isn't complete just yet.
Data_Assimilation.ipynb has some initial lecture notes from professor Henry Abarbanel's class on neurodynamics at UCSD, implementation to follow.
In a departure from modeling indiviual neurons, the following notebook explores abstracted dyanmical models from Ed Large's MusicDynamicsLab at UConn:
two_speakers_example.ipynb is more to play around with librosa, would could eventually provide input stimuli for the oscillator models.