Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks

no code implementations • 5 Oct 2016 • Orestis Tsinalis, Paul M. Matthews, Yike Guo, Stefanos Zafeiriou

We used convolutional neural networks (CNNs) for automatic sleep stage scoring based on single-channel electroencephalography (EEG) to learn task-specific filters for classification without using prior domain knowledge.

EEG