• DocumentCode
    3687875
  • Title

    Dense-EEG source connectivity and dynamics of brain networks

  • Author

    Mahmoud Hassan;Fabrice Wendling

  • Author_Institution
    INSERM, U1099, Rennes, F-35000, France Université
  • fYear
    2015
  • Firstpage
    104
  • Lastpage
    106
  • Abstract
    Cognition is a network phenomenon. During cognitive activity, brain networks have to rapidly reorganize on a sub-second time scale. Tracking the dynamics of these networks over this short time duration is an unsolved issue. Here, we propose a new way to tackle this problem by using dense electroencephalography (EEG) recorded during a specific cognitive task: picture naming. We found that the cognitive task can be divided into six functional connectivity states (fcSs) characterized by significantly high synchronization of gamma (30-45 Hz) oscillations. We showed that dense-EEG can reveal the spatiotemporal dynamics of whole-brain functional connectivity at high temporal (in the order of ms) and spatial (~1000 regions of interest) resolution. Our results showed also that the brain cognitive functions are based on fast transitions between fcSs that last from 30 ms to 160 ms. Each identified network can be associated with one or several specific function (visual processing, lexical concept activation, selecting the target word from the mental lexicon, phonological encoding, phonetic encoding, and initiation of articulation) of the whole cognitive process. Finally, we believe that the identification of the dynamics of cognitive brain networks is a very powerful tool to understand the brain information processing.
  • Keywords
    "Electroencephalography","Visualization","Neuroscience","Cognition","Speech","Spatiotemporal phenomena","Clustering algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Advances in Biomedical Engineering (ICABME), 2015 International Conference on
  • ISSN
    2377-5688
  • Electronic_ISBN
    2377-5696
  • Type

    conf

  • DOI
    10.1109/ICABME.2015.7323262
  • Filename
    7323262