THE BEAUTY OF MOLECULAR-SURFACES AS REVEALED BY SELF-ORGANIZING NEURAL NETWORKS

The Kohonen neural network is a self-organizing network that can be used for the projection of the surface properties of molecules. This allows one to view properties on a molecular surface, like the electrostatic potential in a single picture. These maps are useful for the comparison of molecules and provide a new definition of molecular similarity.