This repository contains Manim-based videos on computational neuroscience. Producing these videos is part of the NSF CAREER Award #2437304. The currently available short video is proof of the feasibility of the educational goals described in this proposal.
The demo video is available on YouTube and in the video subdirectory of this project. The notebook with the code to produce this video is available at the root of the project.
| Year 1 | Year 2 | Year 3 | Year 4 |
|---|---|---|---|
| Action and Postsynaptic Potentials | Ion Currents | Learning in Spiking Neural Networks | Predictive coding |
| Leaky Integrate-And-Fire Neurons | Compartmental Models | Artificial versus Biological Neurons | Modeling EEG and MEG |
| Generalized Integrate-And-Fire Neurons | Simulating Synapses | Biophysically-detailed Brain Modeling | Modeling fMRI and fNIRS |
| Hodgkin-Huxley Neurons | In Silico Neuromodulation | Neural Mass Modeling | Dynamic Causal Modeling |
| Phase-plane Analysis of Neural Dynamics | Statistical and Micro-Connectivity | From Neurons to Masses | Canonical Micro-Circuits |