Andrei Dragomir

This paper proposes a lightweight, interpretable method for emotion recognition using EEG foundation models by analyzing attention maps, achieving competitive performance with fewer computations.

The paper shows that conduction delay governs in-phase and antiphase phase relationships in brain connectivity during motor learning, introducing the Phase Relationship Index (PRI) to capture these dynamics.