• DocumentCode
    1968267
  • Title

    Estimation of bidirectional information flow in the human brain from evoked potentials by use of dipole tracing method

  • Author

    Take, Noriyuki ; Kosugi, Yukio ; Musha, Toshimitsu

  • Author_Institution
    Interdisciplinary Graduate Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama, Japan
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    627
  • Abstract
    It is important to know the information flow between active regions in the brain for the elucidation of the information processing mechanism and for disease detection in the human brain. In this paper, at first, we estimate dipoles (via 3-layered concentric spherical model, 2-dipole estimation) from evoked potentials. Secondary, using derived 2 dipole locations and moments as loci and quantities of brain activities, we analyze the information flow between the two time-series of the 1st and the 2nd dipole moments by use of a time-series analysis method based on the directed transformation. We obtain bidirectional information flows between the neuronal activities localized in 3D space of the brain with respect to somatosensory evoked potentials measured with 21 electrodes arranged according to the international 10-20 standard by electrical stimulations on the median nerve of the right hand.
  • Keywords
    bioelectric potentials; biomedical electrodes; brain models; diseases; neurophysiology; somatosensory phenomena; time series; 2-dipole estimation; 3-layered concentric spherical model; 3D space; active regions; bidirectional information flow; bidirectional information flows; brain activities; dipole moments; dipole tracing method; directed transformation; disease detection; electrical stimulations; electrodes; evoked potentials; human brain; information flow; information processing mechanism; international 10-20 standard; median nerve; neuronal activities; right hand; somatosensory evoked potentials; time-series; Brain; Diseases; Electric variables measurement; Electrical stimulation; Electrodes; Humans; Information analysis; Information processing; Measurement standards; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1019013
  • Filename
    1019013