Abstract: In this paper we show that there are some intriguing links between the Backpropagation and LVQ algorithms. We show that Backpropagation used for training the weights of radial basis function networks exhibits an increasing competitive nature as the dispersion parameters decrease. In particular, we prove that LVQ can be regarded as a competitive learning scheme taking place in radial basis function networks.
Publication Year: 1997
Publication Date: 1997-04-01
Language: en
Type: article
Indexed In: ['crossref']
Access and Citation
Cited By Count: 16
AI Researcher Chatbot
Get quick answers to your questions about the article from our AI researcher chatbot