Title :
A measure of disorder for the self-organizing map
Author_Institution :
Rolf Nevanlinna Inst., Helsinki Univ., Finland
fDate :
27 Jun-2 Jul 1994
Abstract :
A measure of disorder for the self-organizing map is proposed. It is shown by means of simulations that the proposed measure works well. A self-organizing process based on the measure is also proposed
Keywords :
learning (artificial intelligence); self-organising feature maps; topology; chain topology; disorder measure; neighbourhood sets; neural nets; self-organizing map; self-organizing process; simulations; updating rules; Algorithm design and analysis; Energy measurement; Mathematical analysis; Robots; Topology;
Conference_Titel :
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1901-X
DOI :
10.1109/ICNN.1994.374254
