Richard Davidson

MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences

We present a dynamical-systems based model for resting-state functional magnetic resonance imaging (rs-fMRI), trained on a dataset of roughly $40$K rs-fMRI sequences covering a wide variety of public and available-by-permission datasets. While most existing proposals use transformer backbones, we u…