This paper presents some competitive learning algorithms for Self Organizing Map (SOM). The competitive learning algorithms showed to self organizing map algorithm are winner-takes-all, Frequency Sensitive Competitive Learning and Rival Penalized Competitive Learning. The result shows the performance in classification of partial discharge on power cables using SOM.
['Rubén Jaramillo-Vacio', 'Alberto Ochoa-Zezzatti', 'Armando Javier Ríos-Lira', 'Julio Ponce']
Competitive learning for Self Organizing Maps used in classification of partial discharge