• DocumentCode
    179280
  • Title

    Synchrony analysis of paroxysmal gamma waves in meditation EEG

  • Author

    Jing Jin ; Dauwels, Justin ; Vialatte, Francois B. ; Cichocki, Andrzej

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    4703
  • Lastpage
    4707
  • Abstract
    Meditation is a fascinating topic that is still relatively poorly understood. To investigate its physiological traits, electroencephalograms (EEG) were recorded during meditation sessions. In a recent study, paroxysmal gamma waves (PGWs) have been discovered in EEG of meditators practicing Bhramari Pranayama (BhPr). In this paper, the synchrony between those PGWs is investigated, revealing functional connectivity patterns in the brain during BhPr. Specifically, the method “Stochastic Event Synchrony” (SES) is applied to pairs of PGW sequences in order to assess their synchrony. From those pairwise synchrony measures, large-scale functional connectivity patterns are extracted. Three subjects possessing different levels of expertise in BhPr are considered. Strong synchrony can be observed in the temporal lobes for all three subjects, in addition to long-range interhemispheric connections. Consistent connectivity patterns are present for exhalation periods of BhPr, while those patterns are substantially less stationary for inhalation periods. Interestingly, the synchrony seems to increase gradually during the meditation sessions. Moreover, the distribution of synchrony values seems to depend on the level of expertise in practicing BhPr: the higher the expertise, the more concentrated the intensity values.
  • Keywords
    biology; electroencephalography; BhPr; Bhramari Pranayama; PGW sequences; SES; consistent connectivity patterns; electroencephalograms; exhalation periods; inhalation periods; intensity values; interhemispheric connections; large-scale functional connectivity patterns; meditation EEG; meditation sessions; pairwise synchrony measures; paroxysmal gamma waves; stochastic event synchrony; synchrony analysis; synchrony values; temporal lobes; Blind source separation; Coherence; Educational institutions; Electroencephalography; Temporal lobe; Bhramari Pranayama; Electroencephalogram; Meditation; Paroxysmal gamma wave; Stochastic Event Synchrony;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854494
  • Filename
    6854494