how to add a FeedForward layer after my LSTM layer

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Dear all
I wish to know how I could add a feedforward layer after my LSTM layers
thanks

Answers (1)

Ajay Pattassery
Ajay Pattassery on 30 Dec 2019
You could add desired layers after your LSTM network layer by specifying them as columns in the layers array.
Consider an example below where fullyConnectedLayer, softmaxLayer and classificationLayer are added after the lstmLayer.
layers = [ ...
sequenceInputLayer(inputSize)
lstmLayer(numHiddenUnits)
fullyConnectedLayer(numClasses)
softmaxLayer
classificationLayer]
Refer here for more information.
  2 Comments
Ajay Pattassery
Ajay Pattassery on 30 Dec 2019
Could you elaborate on the feedforward layer? What does that layer accomplish?

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