Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability

Shivam Sharma, Suvadeep Maiti, S. Mythirayee +2

Automated Sleep stage classification using raw single channel EEG is a critical tool for sleep quality assessment and disorder diagnosis. However, modelling the complexity and vari…