Analyzing Kohonen Maps with Geometry

An organization measure based on geometrical criteria has already been proposed for Kohonen maps in the two-dimensional case [3]. This measure is shown to be generalizable to all network topologies and input dimensions. It can be used for demonstrations on the convergence of the learning algorithm.