• DocumentCode
    2393257
  • Title

    Chaotic features analysis of EEG signals during standard tasks of Waterloo-Stanford

  • Author

    Yargholi, Elahe ; Nasrabadi, Ali Motie

  • Author_Institution
    Sci. & Res. Branch, Biomed. Eng., Islamic Azad Univ., Tehran, Iran
  • fYear
    2010
  • fDate
    3-4 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The present study looks carefully at EEG(Electroencephalograph) signals of people after the hypnosis inductions. Subjects were in three different categories of hypnotizability based on Waterloo-Stanford criteria; low, medium and high. Signals recorded during standard tasks of Waterloo-Stanford were applied to study the underlying dynamics of tasks and investigate the influence of hypnosis depth and concentration on recorded signals. To fulfill this objective, chaotic methods were employed; Higuchi dimension and correlation dimension. The results of the study indicate channels whose chaotic features are significantly different among people with various levels of hypnotizability and a great consistency exists among channels involved in each task with brain lobes´ functions.
  • Keywords
    chaos; correlation methods; electroencephalography; medical signal processing; EEG signals; Higuchi dimension; Waterloo-Stanford criteria; brain lobes; chaotic feature analysis; correlation dimension; electroencephalograph signals; hypnotizability; signal recording; Biomedical engineering; Conferences; Correlation; Electroencephalography; Feature extraction; Fractals; Temporal lobe; Waterloo-Stanford standard; fractal dimension; hypnosis; hypnotizability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering (ICBME), 2010 17th Iranian Conference of
  • Conference_Location
    Isfahan
  • Print_ISBN
    978-1-4244-7483-7
  • Type

    conf

  • DOI
    10.1109/ICBME.2010.5704924
  • Filename
    5704924