Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems: Guidelines Derived from Simulation and Real-World Data - Meinel, Andreas; Castaño-Candamil, Sebastián; Blankertz, Benjamin; Lotte, Fabien; Tangermann, Michael (Neuroinformatics (Totowa, N.J.), 2019)
Keywords: Algorithms; Bioinformatics; Biomedical and Life Sciences; Biomedicine; Brain - physiology; Brain Mapping - methods; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Electroencephalography - methods; Humans; Magnetoencephalography; Neurology; Neurosciences; Original Article; Reproducibility of Results; Signal Processing, Computer-Assisted; Brain-computer interface; Brain state decoding algorithm; EEG bandpower; Single trial analysis; Source power comodulation; Subspace decomposition