how to include four hidden layers by taking away LSTM.

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jaah navi
jaah navi 2021-6-20
评论： jaah navi 2021-6-28
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
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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jaah navi
jaah navi 2021-6-28
Could you please help me how to add sine, cosine, tanh activation by replacing reLu layer for the above code.

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