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B. Kozyrskiy

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#machine learning Preprint Oct 2026

Benchmarking Label-Revealed Online Updates for EEG BCI Decoding

Electroencephalography (EEG) signals drift over time, which can cause static brain-computer interface (BCI) models to degrade in practice. We present a benchmark for online adaptation and compare two widely used pipeline families, Common Spatial Patterns (CSP) and Riemannian covariance-based methods, under time-ordered...

B. Kozyrskiy, Artem M. Grachev, Abraham Camelo-Guerrero · 0 citations

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