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