Title :
Bispectral analysis of epileptic EEG signals
Author :
Sezgin, N. ; Tagluk, M.E. ; Ertugrul, O.F. ; Kaya, Y.
Author_Institution :
Elektrik-Elektron. Muhendisligi Bolumu, Batman Univ., Batman, Turkey
Abstract :
Epilepsy is a neurologic disorder emerged with an abnormal discharge of a population of neurons within brain. It can be diagnosed from evaluation of EEG signals. From this motivation, in this study, in order to estimate the potency of disease the phase relation emerged between the components of epileptic EEC were investigated through bi-spectrum analysis. As the result of analysis the quantity of Quadratic Phase Coupling (QPC) come out between EEG components before, after and at the time of seizure were calculated and comparatively evaluated.
Keywords :
electroencephalography; medical signal processing; neurophysiology; QPC; bispectral analysis; bispectrum analysis; brain; epilepsy; epileptic EEG signal; neurologic disorder; neuron; quadratic phase coupling; Chaos; Couplings; Electroencephalography; Estimation; Pattern recognition; Spectral analysis; EEG; bispectrum analysis; epilepsy;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location :
Haspolat
Print_ISBN :
978-1-4673-5562-9
Electronic_ISBN :
978-1-4673-5561-2
DOI :
10.1109/SIU.2013.6531282