Dendrites doing AI problems, so great to see the increased activity! www.nature.com/articles/s41...

It can run basic processing steps like band pass filtering, time freq stuff like hilbert/fft/wavelet/PAC, connectivity stuff like AEC/PLI/PLV, etc. It is packaged and available through pypi using "python -m pip install pystorm3". 3/3

It does not handle interactions with Brainstorm or any database and mainly operates as a library of functions to perform operations on data (sensor signals and imaging kernel). It handles parcellation; just pass in the imaging kernel as a list of matrices grouped by parcel. 2/3

Since my last post sharing tools I've made in the past got some attention, here's another one about a python port for some functions from Brainstorm™ (#notanad) that I made with a focus on runtime and scalability (e.g., numba jit or cuda gpu) if anyone is interested:
github.com/NeuroLife77/.... 1/3

It contains stuff like code for finding nullclines, finding & classifying fixed points (all with associated mathematical derivations), plotting a phase plane. It also has interactive phase plane plots to explore the behavior of the model around some point in the parameter space (e.g., image below).

I've been working with the Wilson-Cowan neural mass model for a while now and, over time, I've accumulated a bunch of tools to explore/visualize it. I recently decided to collect it all into a github repository available here if anyone is interested: github.com/NeuroLife77/...