neural network fitting tool

I have some measurements as inputs which affect a single output and I want to use NN to study their relation and then predict the output as a function of the input. I found the neural fitting tool (nftool) but it is limited to a two-layer feed-forward network and 3 training algorithms (trainlm, trainbr, and trainscg).

In the help "Train and Apply Multilayer Shallow Neural Networks", I have also found 12 training algorithms with an example of a two layer feedforward network.

Is the nftool is limited to only 3 training algorithms and a 2 layers network? how can I use other algoritms in this tool ? I just want to make use of its benefits such as the plots of performance, error, regression, etc.

Answer 1

[Walter Roberson]

deepNetworkDesigner might help

https://www.mathworks.com/help/deeplearning/gs/get-started-with-deep-network-designer.html