Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator

Ioannis K. Gallos, Daniel Lehmberg, Felix Dietrich +1

We propose a machine-learning approach to model long-term out-of-sample dynamics of brain activity from task-dependent fMRI data. Our approach is a three stage one. First, we explo…