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eess.SP2022★ 45 cited
Advanced sleep spindle identification with neural networks
Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider +2
Sleep spindles are neurophysiological phenomena that appear to be linked to memory formation and other functions of the central nervous system, and that can be observed in electroe…
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…