The automatic detection framework is one of the principal tools to help doctors and patients take appropriate precautions. It is troublesome and time-consuming to manually decide the location of seizures in EEG signals. Epilepsy studies rely primarily on electroencephalography (EEG) signals to evaluate brain activity during seizures. Consequently, epilepsy patients face problems in daily life due to precautions they must take to adapt to this condition, particularly when they use heavy equipment, e.g., vehicle derivation. In epilepsy brain activity becomes abnormal, leading to times of abnormal behavior or seizures, and at times loss of awareness. A central nervous system disorder is usually referred to as epilepsy.
