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Localizing Brain Activity from Multiple Distinct Sources via EEG

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  • George Dassios
  • Michael Doschoris
  • Konstantia Satrazemi

Abstract

An important question arousing in the framework of electroencephalography (EEG) is the possibility to recognize, by means of a recorded surface potential, the number of activated areas in the brain. In the present paper, employing a homogeneous spherical conductor serving as an approximation of the brain, we provide a criterion which determines whether the measured surface potential is evoked by a single or multiple localized neuronal excitations. We show that the uniqueness of the inverse problem for a single dipole is closely connected with attaining certain relations connecting the measured data. Further, we present the necessary and sufficient conditions which decide whether the collected data originates from a single dipole or from numerous dipoles. In the case where the EEG data arouses from multiple parallel dipoles, an isolation of the source is, in general, not possible.

Suggested Citation

  • George Dassios & Michael Doschoris & Konstantia Satrazemi, 2014. "Localizing Brain Activity from Multiple Distinct Sources via EEG," Journal of Applied Mathematics, Hindawi, vol. 2014, pages 1-8, November.
  • Handle: RePEc:hin:jnljam:232747
    DOI: 10.1155/2014/232747
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