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We demonstrate an application of spherical harmonic decomposition to analysisof the human electroencephalogram (EEG). We implement two methods and discussissues specific to analysis of hemispherical, irregularly sampled data.Performance of the methods and spatial sampling requirements are quantifiedusing simulated data. The analysis is applied to experimental EEG data,confirming earlier reports of an approximate frequency-wavenumber relationshipin some bands.Comment: 12 pages, 8 figures, submitted to Phys. Rev. E, uses APS RevTeX  style

Spherical harmonic decomposition applied to spatial-temporal analysis of human high-density electroencephalogram