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cs.LG2022
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer Interfaces
Jan Sosulski, Michael Tangermann
Covariance matrices of noisy multichannel electroencephalogram time series data are hard to estimate due to high dimensionality. In brain-computer interfaces (BCI) based on event-r…
cs.LG2017★ 2 cited
Post-hoc labeling of arbitrary EEG recordings for data-efficient evaluation of neural decoding methods
Sebastian Castaño-Candamil, Andreas Meinel, Michael Tangermann
Many cognitive, sensory and motor processes have correlates in oscillatory neural sources, which are embedded as a subspace into the recorded brain signals. Decoding such processes…