• DocumentCode
    2104304
  • Title

    Time-varying functional connectivity for understanding the neural basis of behavioral microsleeps

  • Author

    Toppi, J. ; Astolfi, L. ; Poudel, G. ; Babiloni, F. ; Macchiusi, L. ; Mattia, D. ; Salinari, S. ; Jones, Richard D.

  • Author_Institution
    Dept. of Comput., Control, & Manage. Eng., Univ. of Rome Sapienza, Rome, Italy
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    4708
  • Lastpage
    4711
  • Abstract
    Episodes of complete failure to respond during attentive tasks - lapses of responsiveness (`lapses´) - accompanied by behavioral signs of sleep such as slow-eye-closure are known as behavioral microsleeps (BMs). The occurrence of BMs can have serious/fatal consequences, particularly in the transport sectors, and therefore further investigations on neurophysiological correlates of BMs are highly desirable. In this paper we propose a combination of High Resolution EEG techniques and an advanced method for time-varying functional connectivity estimation for reconstructing the temporal evolution of causal relations between cortical regions of BMs occurring during a visuomotor tracking task. The preliminary results highlight connectivity patterns involving parietal and fronto-parietal areas both preceding and following the onset of a BM.
  • Keywords
    electroencephalography; neurophysiology; sleep; vision; attentive tasks; behavioral microsleep cortical regions; behavioral microsleep neural basis; behavioral microsleep neurophysiological correlates; brain fronto-parietal areas; brain parietal areas; connectivity patterns; high resolution EEG; responsiveness lapses; slow eye closure; time varying functional connectivity estimation; visuomotor tracking task; Brain modeling; Educational institutions; Electroencephalography; Estimation; Hospitals; Sleep; Time frequency analysis; Adult; Algorithms; Attention; Brain Mapping; Connectome; Electroencephalography; Frontal Lobe; Humans; Male; Parietal Lobe; Sleep Stages; Young Adult;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6347018
  • Filename
    6347018