How can I change the hidden layer activation function in NARNET from logsig to gaussian function( Radial Basis Function)

4 ビュー (過去 30 日間)
I am using NARNET for multiple step ahead prediction in a time series. I want to use a RBF network for the prediction. So I need to change the activation function in the hidden layer from a logsig activation function (default option) to a Gaussian to be an RBF but this option seems not to be there in the NARNET options. Could any one help how to modify NARNET to build an RBF or if there is an easier method for consturcting the network for model estimation and prediction

回答 (1 件)

Sunday Iliya
Sunday Iliya 2016 年 1 月 4 日
Use net.layers{i}.transferFcn ='radbas'; where i is the layer you want to change the activation function to 'radbas' of the netwoerk net

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by