Real-time classification of cortical slow-wave states by a machine learning model.

During slow-wave sleep, cortical slow oscillations-composed of alternating Up/Down states (UDS)-are crucial for memory consolidation. We classified UDS from local field potentials using machine learning models, specifically a hybrid CNN + RNN and a T…

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