Figure 1

From a two minutes recording of a rest condition, PSDs are modeled as brown noise plus two spectral peaks. The maximum elevation of these peaks over the 1/f noise floor is averaged across three Laplacian channels resulting in the SMR-predictor value. The scatter plot on the right shows a good correlation with BCI performance.