Batch self-organizing maps on a unit sphere
Yizong Cheng · 2002
Kohonen's batch map over data on a unit sphere is modified. An energy function is proposed and the convergence of the algorithm is proven. It is shown that this deterministic, batch-mode self-organizing algorithm is efficient and performs well.