Enhancing the EEG classification in RSVP task by combining interval model of ERPs with spatial and temporal regions of interest.

The interval model of ERPs was exploited in a spatial linear discriminant framework to overcome the inter-trial variability. The spatial and temporal ROIs were explored to reinforce the pivotal channels and temporal components. And the proposed algorithm can provide good performance with fewer training trials.