A proof of the non-existence of universal nonlinearities for blind signal separation
H Mathis · 2002
The universally applicable nonlinearity for the blind separation of arbitrary source densities is one of the ultimate goals in blind signal processing. This paper provides a proof that such a single, universal nonlinearity for the separation of all non-Gaussian signals cannot exist.