On the issue of neighborhood in self-organizing maps
Hua Dong Yang, Marimuthu Swami Palaniswami · 1992
The neighborhood relation in a self-organizing neural network is discussed.A friendship concept is introduced to describe the connection structure of the network.In particular, a self-organizing neural network with high dimensional lattice connection is given with a convergence result for the associated learning algorithm.