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LSTM stands for Long Short-Term Memory. When we use this term most of the time we refer to a recurrent neural network or a block (part) of a bigger network.
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Understanding input of LSTM
LSTM layers work on 3D data with the following structure (nb_sequence, nb_timestep, nb_feature). … Sequences of one word are not really sequences, so the LSTM layer will not be useful in this case.
Hope it clears up how data are fed to an LSTM !
NB. …