Model inspired by the article "Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning". Implemented using Keras. Adapted to use minimum 2 channels and to not score artifact epochs.
schwabedal2018(channels = 2, samples = 8000)
A Keras sequential model.
Number of channels in each input.
Number of samples in each channel.
Schwabedal, Justus T. C., Daniel Sippel, Moritz D. Brandt, and Stephan Bialonski. “Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning.” ArXiv:1809.08443 [Cs, q-Bio], September 22, 2018. http://arxiv.org/abs/1809.08443.