• DocumentCode
    3715706
  • Title

    Searching and using of time intervals of brain activity in a problem of solving process by estimation of negentropy of EEG

  • Author

    Kirill Chagin;Alexander Savostyanov

  • Author_Institution
    Department of Information Technology National Research Novosibirsk State University Novosibirsk, Russia
  • fYear
    2015
  • Firstpage
    217
  • Lastpage
    220
  • Abstract
    In the analysis of a brain activity it is actual to find time intervals that represents only brain activity. We have developed a new software instrument that helps to search and visualize such intervals. The base assumption of this work is that distribution of the amplitude of signal that represents brain activity is significantly different from a Gaussian distribution. So we use negentropy as an indicator of intervals of brain dynamics. As a result, the developed instrument helps to analyze EEG information visually and make further mathematical calculations with the results.
  • Keywords
    "Electroencephalography","Brain","Algorithm design and analysis","Data visualization","Time-frequency analysis","Visualization","Gaussian distribution"
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Computational Technologies (SIBIRCON), 2015 International Conference on
  • Print_ISBN
    978-1-4673-9109-2
  • Type

    conf

  • DOI
    10.1109/SIBIRCON.2015.7361886
  • Filename
    7361886