DocumentCode
671535
Title
Spatial alignment of scalp EEG activity during cognitive tasks
Author
Myers, M.H. ; Joure, Charlotte A. ; Johnston, Carley ; Canales, Aaron ; Padmanabha, Akshay ; Kozma, Robert
Author_Institution
Univ. of Memphis, Memphis, TN, USA
fYear
2013
fDate
4-9 Aug. 2013
Firstpage
1
Lastpage
8
Abstract
Electrocorticogram (ECoG) analysis of human subjects demonstrated that beta-gamma oscillations carry perceptual information in spatial patterns across the cortex when the subjects were engaged in task-oriented activities. A hypothesis was tested that similar patterns could be found in the scalp EEG of human subjects during visual stimulation. Signals were continuously recorded from scalp electrodes and band-pass filtered. The Fast Fourier transform provides the phase, which is used to obtain directional phase information relating to cognitive tasks. Spatial patterns of EEG phase modulation were identified and classified with respect to stimulus. The obtained results suggest that the scalp EEG can yield information about the timing of episodically synchronized brain activity in higher cognitive function, so as to support mechanisms of brain-computer interfacing.
Keywords
band-pass filters; brain-computer interfaces; cognitive systems; electroencephalography; fast Fourier transforms; medical signal processing; oscillations; phase modulation; ECoG; band-pass filter; beta-gamma oscillations; brain-computer interface; cognitive tasks; electrocorticogram; fast Fourier transform; perceptual information; phase modulation; scalp EEG activity; scalp electrodes; spatial alignment; spatial patterns; task-oriented activities; visual stimulation; Cognitive Activity; EEG; Phase Propagation; Phase Velocity; Spatial Pattern Classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2013 International Joint Conference on
Conference_Location
Dallas, TX
ISSN
2161-4393
Print_ISBN
978-1-4673-6128-6
Type
conf
DOI
10.1109/IJCNN.2013.6706875
Filename
6706875
Link To Document