The ICA density model

Mixing matrix

• Assume the data is obtained by linearly mixing the sources • The filter matrix is the inverse of the mixing matrix. • The sources have independent non-Gaussian priors. • The density of the data is a product of source priors and the determinant of the filter matrix

Source vector