2025
CrossSleep: Multi-Scale Attention with Cross-Time Learning for Single Channel EEG-Based Sleep Staging
ICASSP 2025accepted
Accurate sleep staging is essential for diagnosing sleep disorders and improving sleep health. While traditional methods rely on multichannel electroencephalogram (EEG) signals, single-channel EEG offers a more practical and non-intrusive alternative. However, the complexity of sleep dynamics across…