Automatic sleep stage scoring with single-channel EEG using convolutional neural networks

O Tsinalis, PM Matthews, Y Guo, S Zafeiriou - arXiv preprint arXiv …, 2016 - arxiv.org
We used convolutional neural networks (CNNs) for automatic sleep stage scoring based on
single-channel electroencephalography (EEG) to learn task-specific filters for classification …

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

O Tsinalis, PM Matthews, Y Guo, S Zafeiriou - arXiv e-prints, 2016 - ui.adsabs.harvard.edu
We used convolutional neural networks (CNNs) for automatic sleep stage scoring based on
single-channel electroencephalography (EEG) to learn task-specific filters for classification …