• DocumentCode
    568409
  • 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
  • fYear
    2012
  • fDate
    2-4 July 2012
  • Firstpage
    25
  • Lastpage
    28
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on
  • Conference_Location
    London
  • Print_ISBN
    978-1-4673-2182-2
  • Type

    conf

  • DOI
    10.1109/PRNI.2012.32
  • Filename
    6295919