Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen +3

The past few years have witnessed a remarkable advance in deep learning for EEG-based sleep stage classification (SSC). However, the success of these models is attributed to posses…