U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Mathias Perslev, Michael Jensen, Sune Darkner, Poul Jørgen Jennum, Christian Igel

Feb-12-2026, 06:17:10 GMT–Neural Information Processing Systems 

Let x 2 R S C beaphysiologicalsignalwithC channelssampledatrateS for seconds.