Before revision:  This method considerably reduces the number of dimensions of the EEG data. We employ the method on a publicly available EEG corpus and demonstrate that the pre-processed EEG features are capable of distinguishing two reading tasks  .
After revision:  After this dimensionality reduction, the pre-processed EEG features are capable of distinguishing two reading tasks .