Automatic epileptic seizure detection in EEGs using MF-DFA, SVM based on cloud computing.
Journal:
Journal of X-ray science and technology
Published Date:
Jan 1, 2017
Abstract
BACKGROUND: Epilepsy is a chronic disease with transient brain dysfunction that results from the sudden abnormal discharge of neurons in the brain. Since electroencephalogram (EEG) is a harmless and noninvasive detection method, it plays an important role in the detection of neurological diseases. However, the process of analyzing EEG to detect neurological diseases is often difficult because the brain electrical signals are random, non-stationary and nonlinear.