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cs.LG2023★ 1 cited
UMM: Unsupervised Mean-difference Maximization
Jan Sosulski, Michael Tangermann
Many brain-computer interfaces make use of brain signals that are elicited in response to a visual, auditory or tactile stimulus, so-called event-related potentials (ERPs). In visu…
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…