Modeling epileptic brain states using EEG spectral analysis and topographic mapping

► Model epileptic brain states based on spatio-temporal dynamics of EEG. ► Segmentation of topographic maps of time varying spectral features. ► State sequence reconstruction using Hidden Markov Models with high accuracy. ► Suggests that preictal spatio-temporal dynamics are not random.