See the paper published at NOLTA 1995.
Alternatively, a robust global learning rule (Amari:Cichocki:Yang:NIPS95) can be applied too.
These are the original images which are unknown to the neural net:
Here are five mixed images from the input of the neural net:
A blind separation process for above five mixtures of four natural images and additional noise image is demonstrated by following movies: