Epilepsy is a neurological disorder, characterized by the recurrent sudden abnormal reactions of the brain [1]. Epileptic seizures resulting from excessive neuronal discharge are usually accompanied by a disturbance of movement, sensation, mood, or mental function [2,3]. There are about 37 million patients around the world suffering from this kind of chronic neurological disorder. Since an epileptic seizure is related to the electrical activity of the brain, the electroencephalogram (EEG) signal plays an important role in the diagnosis of epilepsy, and in the evaluation of presurgical epileptogenic zone [4].

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