Code for regularization of RBF Neural Network

How to generate a code in Matlab to regularize a Radial Basis Function Neural Network with 7 inputs, 1 hidden layer with 10 neurons and 1 output to predict a chaotic time series data. Neither I want to use nntool nor nftool.

Answer 1

[Greg Heath]

Try NEWFF with RADBAS, PURELIN and MSEREG.

Hope this helps.

Greg

[Bidyut]

Sir, thanks a lot. Let me try RADBAS as this is related to Radial Basis function network...