how to add a FeedForward layer after my LSTM layer

Dear all

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

thanks

Answer 1

[Ajay Pattassery]

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.

[Ahmad Kamal Bin Mohd Nor]

Hi Ajay,

Does fullyConnectedLayer equal to feedforward layer?

I actually just want to know what is a feedforward layer in matlab. All doc that I see is feedforward network. Im searching for feedforward layer.

[Ajay Pattassery]

Could you elaborate on the feedforward layer? What does that layer accomplish?