Antonella Romano

This study uses PHATE to reduce the dimensionality of resting-state MEG data, revealing dynamic brain states and their transitions in a low-dimensional space.

This paper compares non-invasive and invasive methods to estimate brain connectivity and signal propagation delays, finding they yield similar results.

This paper identifies subject-specific brain features by analyzing non-linear neuronal avalanches in magnetoencephalographic data, showing improved identifiability compared to linear methods.