Title :
Analysis of event-related alpha oscillations in auditory P300 by Wavelet Transform (WT) method
Author :
Begum, T. ; Reza, F. ; Ahmed, A.L. ; Elaina, S. ; Abdullah, J.M.
Author_Institution :
Dept. of Neurosciences, Hosp. Univ. Sains Malaysia, Kubang Kerian, Malaysia
Abstract :
Using the Wavelet Transform (WT), a time frequency representation, we studied responses to auditory stimulation in the `alpha´ range (8Hz-13Hz) in the low and high education groups. Auditory evoked responses of total 16 healthy subjects (8 in each group, low and high education groups) were studied with 2 different auditory stimuli (standard and target stimuli). Upon the stimulus types, event-related responses in the 8Hz-13Hz (`alpha´) range were distributed mainly in the central (Fz, Cz and Pz) locations. The Low education group had significantly high alpha power at Fz and Cz locations comparing the High education group in the case of standard stimuli, where as remarkable increased alpha power was found in the same group in the case of target stimuli at Pz area. We concluded that the distributed origin of event-related alpha oscillations has the relationship with educational experience.
Keywords :
behavioural sciences computing; electroencephalography; medical signal processing; signal representation; time-frequency analysis; wavelet transforms; auditory P300; auditory stimulation; auditory stimuli; educational experience; electroencephalography; event related alpha oscillations; high education group; low education group; time frequency representation; wavelet transform method; Education; Electroencephalography; Oscillators; Time frequency analysis; Wavelet transforms; Alpha oscillation; WT; auditory oddball; education; stimuli;
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
Conference_Location :
Melacca
Print_ISBN :
978-1-4577-2151-9
DOI :
10.1109/HIS.2011.6122098