2 papers
cs.AI2026
Next-Token Prediction Learns Generalisable Representations of Sleep Physiology
Jonathan F. Carter, Lionel Tarassenko
Foundation models offer a promising route to compress multi-modal physiological signals into compact representations of human health, with broad applications across sleep medicine,…
cs.LG2024
wav2sleep: A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals
Jonathan F. Carter, Lionel Tarassenko
Accurate classification of sleep stages from less obtrusive sensor measurements such as the electrocardiogram (ECG) or photoplethysmogram (PPG) could enable important applications…