Hi Nurliana,
I understand that you’re trying to integrate the trained neural network in the app designer. It seems that the error you encountered might be due to the function definition within the wrong section or a missing method block. To integrate a trained neural network in the app, you can follow these steps:
1). Load the Trained Network: Ensure that the function to load the network is within a methods block. You need to encapsulate the function within the "methods" section of your app.
methods (Access = private)
function loadTrainedNetwork(app)
net = load('net.mat');
app.net = net.net;
end
end
2). Predict Using the Trained Network: When the "Calculate" button is pressed, ensure that the input is pre-processed as per the training data, and then use the trained network to predict the output.
methods (Access = private)
function calculateButtonPushed(app, event)
T = [app.Variable1.Value, app.Variable2.Value, app.Variable3.Value, app.Variable4.Value];
[T1, ps] = mapstd(T); % Assuming the network was trained using mapstd
yPredict = app.net(T1);
yReverse = mapstd('reverse', yPredict, ps);
app.Output.Value = yReverse;
end
end
By encapsulating the load function within the methods block and ensuring proper preprocessing and prediction steps in the “calculateButtonPushed” function, you should be able to integrate the trained neural network into your app successfully.
You can also refer to the https://www.mathworks.com/matlabcentral/answers/444474-neural-network-in-matlab-app-designer.
Hope this helps!
