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
fDate :
Aug. 28 2012-Sept. 1 2012
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347018