Feature space analysis
We computed the relative band power in the delta, theta, alpha, beta and gamma frequency bands for each electrode, resulting in a feature space of 135 components. After removal of any artifacts and due to missing trials or dropout subjects, 206 data points were used in the analysis. Figure 