• DocumentCode
    730171
  • Title

    EEG source reconstruction performance as a function of skull conductance contrast

  • Author

    Hansen, Sofie Therese ; Hansen, Lars Kai

  • Author_Institution
    Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    827
  • Lastpage
    831
  • Abstract
    Through simulated EEG we investigate the effect of the forward model´s applied skull:scalp conductivity ratio on the source reconstruction performance. We show that having a higher conductivity ratio generally leads to improvement of the solution. Additionally we see a clear connection between higher conductivity ratios and lower coherence, thus a reduction of the ill-posedness of the EEG inverse problem. Finally we show on real EEG data the stability of the strongest source recovered across conductivity ratios.
  • Keywords
    electroencephalography; inverse problems; medical signal processing; signal reconstruction; EEG inverse problem; EEG source reconstruction; electroencephalography; skull conductance contrast; skull-scalp conductivity ratio; Biological system modeling; Brain modeling; Electrodes; Electroencephalography; Logic gates; EEG source reconstruction; Forward models; Inverse problem; Sparsity; Variational approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178085
  • Filename
    7178085