Abstract: We use the method of self-organized topological mapping to design a learning algorithm of principal curves. The algorithm is composed by two parts. In the first part, based on the theory of generalized vector guantizer, we have achieved refined GL-algorit

Key words: Vector quantizer, Self-organized topologicai mapping, Voronoi neighborhood, Principle curve