Non-Linear Feature Extraction and Blind Source Separation
In this chapter, non-linear Hebbian learning based on the Robust PCA algorithm is considered. We introduce the concept of Exploratory Projection Pursuit (EPP), a statistical tool for non-linear feature extraction and consider a neural network implementation of this analysis technique. For certain specific cases we show that EPP and blind source separation are equivalent.