Title :
Inter-brain Mutual Information in Social Interaction Tasks
Author :
Naeem, Muhammad ; McGinnity, T.M. ; Watson, David ; Wong-Lin, KongFatt ; Prasad, Girijesh ; Kelso, J. A Scott
Author_Institution :
Intell. Syst. Res. Centre, Univ. of Ulster, Londonderry, UK
Abstract :
Using a dual EEG set-up, pairs of subjects jointly performed finger movement tasks under three conditions: intrinsic-ignore; in-phase - follow; and anti-phase - oppose their partner´s movement patterns. Group ICA was employed for signal decomposition in the 10-12 Hz range. Mutual information across dyads was estimated in tasks relative to baseline. Results demonstrated information encoding (between partners) in the anti-phase was two times more than the intrinsic which in turn expressed twice as much information content as the more automatic in-phase task. Topography of significant components revealed involvement of the frontal brain region in the intrinsic; both frontal and occipital brain regions in anti-phase suggesting decision making and employment of visual resources in these tasks.
Keywords :
biomechanics; electroencephalography; independent component analysis; medical signal processing; neurophysiology; ICA; automatic in-phase task; decision making; dual EEG set-up; finger movement tasks; frequency 10 Hz to 12 Hz; frontal brain region; independent component analysis; information encoding; interbrain mutual information; occipital brain regions; signal decomposition; social interaction tasks; visual resources; Analysis of variance; Educational institutions; Electroencephalography; Encoding; Fingers; Humans; Mutual information; Independent component analysisn (ICA); Mutual information (I); Social interaction;
Conference_Titel :
Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on
Conference_Location :
London
Print_ISBN :
978-1-4673-2182-2
DOI :
10.1109/PRNI.2012.32