For a regression task, I have sequences of training data and if I define the layers of deep neural network to be:
Layers=[ sequenceInputLayer(featuredimension) reluLayer dropoutLayer(0.05) fullyConnectedLayer(numResponse) regressionLayer]
Is it a valid deep neural network? Or do I need to add LSTM layer too?