  In this paper a Neural Network based approach is presented to identify the
noise in the VIRGO context. VIRGO is an experiment to detect Gravitational
Waves by means of a Laser Interferometer. Preliminary results appear to be very
promising for data analysis of realistic Interferometer outputs.
