Diagnosis of Epilepsy by Using of Electroencephalogram and Estimation of Higher – Order Spectrum

Epilepsy is not a specific disease; it is a brain disorder caused by neuronal activity in the brain. There are six types of common epileptic seizures, including epilepsy with seizure and fainting, tonic, tonic epilepsy, with seizure and fainting, muscle tension, distress and weakattacks. All attacks cause loss of consciousness. Tensileelastic attacks accompanied by shrinkage of the organs and then their elongation, and the waist simultaneously, which lasts 10 to 30 seconds, is a tensile phase. A cry is heard from the contraction of the chest muscles. In thisstudy, we used an estimate of the high-order spectrum and extracted characteristics to obtain an automatic classification between seizure and non-seizure state with a precision of 99.9 ± 0.05.