How to use a neural network model generated using feedforwardnet in code generation?

I am getting an error: "Object type "Network" is not supported for code generation". I have tried using coder.loadDeepLearningNetwork but still not working.

Answer 1

[Sanjana]

Hi,

I Understand that you are facing an issue with code generation of shallow neural networks.

“Coder.loadDeepLearningNetwork” can be used only with Deep Neural Networks. To achieve code generation for shallow neural networks, follow the below approach:

• Use “genFunction” to generate a complete stand-alone MATLAB function for simulating a neural network including all settings, weight and bias values, module functions and calculations in one file.
• You can then generate C/C++ code from this standalone MATLAB function.

Please refer the below link, for further information

https://www.mathworks.com/help/deeplearning/ref/network.genfunction.html

Hope this helps!

[Shubham Baisthakur]

Thanks, Sanjana. I figured it out

[天钾]

But it seems that this function only supports trained networks. What whould I do if I want to train the network with a coder?