== This page provides some notes to help understand some of the terminology of PCA, FA and ICA ==

 * Factor Loadings Matrix (PCA/FA) = Mixing Matrix (ICA)

 * Factor Scoring Matrix (PCA) = Unmixing Matrix (ICA)

The ICA terminology is a lot clearer to my mind.