peyman.safapour
Newbie level 2
hi
I am trying to train an Artificial Neural Network (ANN) to model a state space block I have set up in Simulink. The goal is to have the ANN produce the same output as the state space block given the same input (time delays may be included using MUX blocks).
I have used Simulink to export input/output data sets to workspace, which I then access in the command window to use as training and test data for building the ANN. Once the ANN is trained I then use the gensim command to export the ANN to Simulink.
Unfortunately the error is quite large. I have tried multiple inputs (with time delays), multi-layered ANNs and increasing the size of the training data.
Has anybody any suggestions on how I can improve the ANN training?
I am trying to train an Artificial Neural Network (ANN) to model a state space block I have set up in Simulink. The goal is to have the ANN produce the same output as the state space block given the same input (time delays may be included using MUX blocks).
I have used Simulink to export input/output data sets to workspace, which I then access in the command window to use as training and test data for building the ANN. Once the ANN is trained I then use the gensim command to export the ANN to Simulink.
Unfortunately the error is quite large. I have tried multiple inputs (with time delays), multi-layered ANNs and increasing the size of the training data.
Has anybody any suggestions on how I can improve the ANN training?