I am using Labview for control of an exoskeletal robot, and MATLAB for machine learning.

Two years ago, I have successfully deployed shallow neural networks trained by MATLAB to Labview (By Using Mathscript block in Labview).

However, when Deep networks such as CNN and LSTM are deployed to Labview, the Mathscript block is too heavy to control the robot in real-time (At least 100ms sampling period).

I have a plan to use TCP/IP communication between the robot and my desktop PC. Then the robot's sensor signal can be transferred to the trained model in MATLAB, and the robot can receive the model output.

I want to know easier methods.

Is there anyone who has installed the deep networks model(CNN or RNN) from MATLAB to Labview?

Best regards,

* Notation:

CNN(Convolutional neural network)

LSTM(Long short term memory) as Recurrent neural network