MultitaskSleepNet | Joint Classification and Prediction CNN Framework

MultitaskSleepNet is a Shell library. MultitaskSleepNet has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. These are source code and experimental setup for two sleep databases: SleepEDF Expanded database and MASS database, used in our above arXiv preprint. Although the networks have many things in common, we try to separate them and to make them work independently to ease exploring them invididually. You need to download the databases to run the experiments again. Currently for MASS database, Tsinalis et al.'s network and DeepSleepNet1 (Supratak et al.) are still missing. We are currently cleaning them up and and will update them very shortly.