how to include four hidden layers by taking away LSTM.
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I am having a code that implements LSTM layer as below:
inputSize = 12;
numHiddenUnits1 = 48;
numHiddenUnits2 = 48;
numHiddenUnits3 = 48;
numHiddenUnits4 = 48;
numClasses = 12;
layers = [ ...
sequenceInputLayer(inputSize)
lstmLayer(numHiddenUnits1,'OutputMode','sequence')
lstmLayer(numHiddenUnits2,'OutputMode','sequence')
lstmLayer(numHiddenUnits3,'OutputMode','sequence')
lstmLayer(numHiddenUnits4,'OutputMode','sequence')
fullyConnectedLayer(numClasses)
reluLayer
regressionLayer]
Now I want to implement four hidden layers without LSTM. So anyone can help me how to modify it.
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Aparajith Raghuvir
2021-6-21
I understand you would like to add 4 fully connected hidden layers without LSTM.
The same fullyConnectedLayer() function can be used with your choice of hyperparemeters to achieve your aim. Please refer to this for the documentation of the abovementioned function.
I hope this helps.
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