• DocumentCode
    156385
  • Title

    LORETA solution for spatio-temporal EEG source reconstruction

  • Author

    Boughariou, Jihene ; Zouch, Wassim ; Ben Hamida, Ahmed

  • Author_Institution
    Adv. Technol. Med. & Signals `ATMS´, Sfax Univ., Sfax, Tunisia
  • fYear
    2014
  • fDate
    17-19 March 2014
  • Firstpage
    237
  • Lastpage
    242
  • Abstract
    In this paper, we presented the famous method called Low resolution brain electromagnetic tomography (LORETA) used for the localization of neural electrical current. This method is used to solve the EEG (electroencephalography) inverse problems. In this study, we focused on the localization accuracy and time behavior of the LORETA method. Therefore, this method is tested using three simulated dipole configurations; single dipole, two distinct dipoles and one moving dipole. After that, the effect of the time component is highlighted on the localization accuracy and the importance of taking the maximum or average activity during our time window in the distinction peaks of activity.
  • Keywords
    bioelectric potentials; electric current; electroencephalography; inverse problems; medical signal processing; neurophysiology; signal resolution; spatiotemporal phenomena; LORETA solution; average activity; distinct dipoles; electroencephalography; localization accuracy; low-resolution brain electromagnetic tomography; moving dipole; neural electrical current localization; single dipole; spatio-temporal EEG source reconstruction; three-simulated dipole configurations; time window; Brain modeling; Current density; Electric potential; Electroencephalography; Inverse problems; Mathematical model; Tomography; Electric neuronal activity; Inverse problem; LORETA; time component;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
  • Conference_Location
    Sousse
  • Type

    conf

  • DOI
    10.1109/ATSIP.2014.6834614
  • Filename
    6834614