76 citations · 331 across the 11 of their papers we have counts for
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q-bio.QM2018★ 9 cited
Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning
Justus T. C. Schwabedal, Daniel Sippel, Moritz D. Brandt +1
Sleep scoring is a necessary and time-consuming task in sleep studies. In animal models (such as mice) or in humans, automating this tedious process promises to facilitate long-ter…
eess.SP2018★ 6 cited
Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates
Justus T. C. Schwabedal, John C. Snyder, Ayse Cakmak +2
Randomizing the Fourier-transform (FT) phases of temporal-spatial data generates surrogates that approximate examples from the data-generating distribution. We propose such FT surr…