Simulation studies of multiple dipole neuromagnetic source localization: model order and limits of source resolution.
Numerical simulation studies were performed using a multiple dipole source model and a spherical approximation of the head to examine how the resolution of simultaneously active neuromagnetic sources depends upon: 1) source modeling assumptions (i.e., number of assumed dipoles); 2) actual source parameters (e.g., location, orientation, and moment); and 3) measurement errors. Forward calculations were conducted for a series of source configurations in which the number of dipoles, specific dipole parameters, and noise levels were systematically varied. Simulated noisy field distributions were fit by multiple dipole models of increasing model order (1, 2, ..., 6 and alternative statistical approaches (i.e., percent of variance, reduced chi-square, and F-ratio) were compared for their effectiveness in determining adequate model order. Limits of spatial resolution were established for a variety of multi-source configurations and noise conditions. Implications for the analysis of empirical data are discussed.
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Neuromagnetism Laboratory, Los Alamos National Laboratory, NM 87545.
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D003627:Data Interpretation, Statistical; D004574:Electromagnetic Fields; D015225:Magnetoencephalography; D008954:Models, Biological; D015233:Models, Statistical; D009010:Monte Carlo Method