Brett Mensh We did both time-domain and frequency-domain analyses. For the time domain, we broke the data into two segments and took the slope of those segments for each channel. For the frequency domain, we used high beta power across the central channels. Then we used a built-in Matlab linear classifier to generate a separating hyperplane for classification. SVM didn't do any better.