Next-token prediction on multi-modal tokenized sleep signals yields embeddings that match supervised performance with far less labels and generalize to daytime heart data.
A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages.Sleep, 48(8):zsaf061, August 2025
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Next-Token Prediction Learns Generalisable Representations of Sleep Physiology
Next-token prediction on multi-modal tokenized sleep signals yields embeddings that match supervised performance with far less labels and generalize to daytime heart data.