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Recent findings suggest that beta band brain activity occurs in bursts rather than sustained oscillations. In this study we analyze EEG recordings of hand motor imagery BCI tasks and show that on the single-trial level beta burst rate modulations are advantageous to beta power in terms of decoding.

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