Description: We discuss multiple topics on dynamical neural modeling and inference and their application to basic neuroscience and neurotechnology design: (1) How to develop multiscale dynamical models and filters? (2) How to study neural dynamics across spatiotemporal scales? (3) How to dissociate and model behaviorally relevant neural dynamics? (4) How to model neural dynamics in response to electrical stimulation input? (5) How to apply these techniques in developing brain-machine interfaces (BMIs) to restore lost motor or emotional function?
We thank Tara van Viegen for editing the video, and Alice Mosberger for manually editing English captions. Translations will hopefully be added at a later point in time.
Playlist Link: • Hidden Dynamics
Neuromatch Academy (NMA) is a massive, interactive, online summer school experience spanning from hands-on modeling experience to meta-science interpretation skills across just about everything that could reasonably be included in the label "computational neuroscience". We're a group of neuroscientists from around the globe who have run smaller, in-person summer schools in the past, but created NMA in response to the COVID-19 pandemic.
Website: https://neuromatch.io/academy/
Twitter: / neuromatch