Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity

Juan Manuel Mayor-Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers +2

Machine learning methods, such as deep learning, show promising results in the medical domain. However, the lack of interpretability of these algorithms may hinder their applicabil…