Generative modeling; Brain networks; MEG

Mixtures of Large-scale Dynamic Functional Brain Network Modes

Chetan Gohil, Evan Roberts, Ryan Timms, Alex Skates, Cameron Higgins, Andrew Quinn, Usama Pervaiz, Joost van Amersfoort, Pascal Notin, Yarin Gal, Stanislaw Adaszewski, Mark Woolrich

We introduce DyNeMo, a new generative model for functional connectivity as a time-varying linear mixture of spatially distributed statistical modes.