Hi Haritz,
It looks like you're encountering limitations due to MATLAB Function blocks not supporting the direct use of certain MATLAB classes, such as network. Unfortunately, you cannot use the load function within a MATLAB Function block to load a neural network object.
For deep learning networks, MATLAB provides the coder.loadDeepLearningNetwork function, which is suitable for both simulation and deployment to standalone applications. However, please note that this function is intended for deep learning networks that are compatible with MATLAB Coder and may not support traditional neural networks from the Deep Learning Toolbox. For more information, you can refer to the following documentation resources:
An alternative approach for traditional neural networks is to generate a Simulink block using the gensim function, which can then be integrated into your main Simulink model. This method is particularly useful if you're working with networks created with the Deep Learning Toolbox. More details can be found on the following documentation page:
If your network is a traditional feedforward or recurrent neural network from the Deep Learning Toolbox, you might need to pass the network object as an input parameter to the MATLAB Function block from the workspace, avoiding the use of the load function inside the block.
I hope this helps!
