Article

Interpreting Sleep Activity Through Neural Contrastive Learning

2024-09-27

Abstract excerpt

Memories are spontaneously replayed during sleep, a process thought to support memory consolidation. However, capturing this replay in humans has been challenging because unlike wakefulness, sleep EEG is dominated by slow, rhythmic background activity. Moreover, each sleep stage (e.g., NREM, REM) has distinct rhythms, hindering generalisation of models trained on wake-state data. To overcome these challenges, we d...

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Literature Corpus work: 2b00831f-e7ae-5b0b-a1cb-a5ab921c7732
DOI: 10.1101/2024.09.25.615100

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