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A Long Short Term Memory (LSTM) is a neural network architecture that contains recurrent NN blocks that can remember a value for an arbitrary length of time.

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Typically a dense layer follows the LSTM/RNN layer(s), because the output of the RNN cell is of dimension of your choice, i.e. latent space dimension. Since you've three outputs, the final Dense …
answered May 19 by gunes