We evaluate the performance of SalientSleepNet on Sleep-EDF-39 and Sleep-EDF-153 datasets, which are open-access databases of polysomnography (PSG) recordings. Requirements Python 3.7 Tensorflow 2.3.1 Function of file construct_model.py Generate submodule of model (E.g., U-unit, MSE). ...
To address these challenges, we propose SalientSleepNet, a multimodal salient wave detection network for sleep staging. Specifically, SalientSleepNet is a temporal fully convolutional network based on the U2-Net architecture that is originally proposed for salient object detection in computer vision. ...
To address these challenges, we propose SalientSleepNet, a multimodal salient wave detection network for sleep staging. Specifically, SalientSleepNet is a temporal fully convolutional network based on the $m U^2$-Net architecture that is originally proposed for salient object detection in computer ...