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Chunk #93 — 3 Inverse solutions — 3.1 Non parametric optimization methods — 3.1.1 The Bayesian framework — Regularization methods

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Review on solving the inverse problem in EEG source analysis.
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In the above equation, the subscripts p, q are used to indicate grid points in the volume representing the brain and the subscripts k, m are used to represent Cartesian coordinates x, y and z (i.e. they take values 1,2,3), d pq represents the Euclidean distances between the pth and qth grid points. The coefficients w j can be used to describe a column scaling by a diagonal matrix while σ i controls the spatial resolution. In particular, if σ i → 0 and w j = 1 the minimum norm solution described below is obtained.