Radial basis function network: Difference between revisions

Revision as of 06:31, 5 March 2008

Revision as of 18:34, 16 April 2008

Line 37:

is known as a "normalized radial basis function".

[[Image:060804 3 normalized basis functions.png|thumb|350px|rightleft|Figure 4: Three normalized radial basis functions in one input dimension. The additional basis function has center at <math> c_3=2.75 </math>]]

====Theoretical motivation for normalization====

There is theoretical justification for this architecture in the case of stochastic data flow. Assume a [[stochastic kernel]] approximation for the joint probability density