• DocumentCode
    2996528
  • Title

    Array response kernels for EEG/MEG in single-shell ellipsoidal geometry

  • Author

    Gutiérrez, David ; Nehorai, Arye

  • Author_Institution
    Dept. of Comput. Syst. Eng. & Autom., Res. Inst. in Appl. Math. & Syst., Mexico City
  • fYear
    2005
  • fDate
    13-13 Dec. 2005
  • Firstpage
    225
  • Lastpage
    228
  • Abstract
    We present analytical forward modeling solutions in the form of array response kernels for electroencephalography (EEG) and magnetoencephalography (MEG) assuming a single-shell ellipsoidal geometry that approximates the anatomy of the head and a dipole current models the source. The structure of our solution facilitates the analysis of the inverse problem by factoring the lead field into a product of the current dipole source and a kernel containing the information corresponding to the head geometry and location of the source and sensors. This factorization allows the inverse problem to be approached as an explicit function of just the location parameters, which reduces the complexity of the estimation solution search. Furthermore, the use of an ellipsoidal geometry is useful for cases when incorporating the anisotropy of the head is important but a better model cannot be defined
  • Keywords
    array signal processing; electroencephalography; inverse problems; magnetoencephalography; medical signal processing; EEG; MEG; array response kernels; electroencephalography; inverse problem; magnetoencephalography; single-shell ellipsoidal geometry; Analytical models; Brain modeling; Electroencephalography; Geometry; Inverse problems; Kernel; Magnetic analysis; Magnetic heads; Magnetoencephalography; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Advances in Multi-Sensor Adaptive Processing, 2005 1st IEEE International Workshop on
  • Conference_Location
    Puerto Vallarta
  • Print_ISBN
    0-7803-9322-8
  • Type

    conf

  • DOI
    10.1109/CAMAP.2005.1574225
  • Filename
    1574225