The automated classification of astronomical lightcurves using Kohonen self-organising maps

David R. Brett, Richard G. West, Peter J. Wheatley

We apply the technique of self-organising maps (Kohonen 1990) to the automated classification of singly periodic astronomical lightcurves. We find that our maps readily distinguish…