EEG Epilepsy Seizure Signal Characterization through theories of Random Matrix Analysis
2016
We investigated the fractal properties of EEG time series signals of healthy & epilepsy patients for characterization using the correlation matrix from Random Matrix theory.It is observed from our result that the time series of EEG signals from the subject of study could be used in real time application to characterize time series signals of an epilepsy patient with seizure from a healthy subject or patient who does not contain seizure using our analysis methodology.