Epilepsy is a neurological disorder of the central nervous system, characterized by sudden seizures caused abnormal electrical discharges in brain. Electroencephalogram (EEG) most common technique used for diagnosis. Generally, it done manual inspection EEG recordings active seizure periods (ictal). Several techniques have been proposed throughout years to automate this process. In study, we de...