Distortion invariant selective attention adaptive resonance theory neural network

This paper presents an extension to the SAART (selective-attention adaptive resonance theory) neural network to allow distortion invariance. This extended SAART model is now capable of recognising distorted 2D shapes in cluttered environments. This new capability is demonstrated using simulations.