Kernel-Based Topographic Map Formation by Local Density Modeling
Marc M. Van Hulle · Neural Computation · 2002
We introduce a new learning algorithm for kernel-based topographic map formation. The algorithm generates a gaussian mixture density model by individually adapting the gaussian kernels' centers and radii to the assumed gaussian local input densities.