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Long Short-Term Memory Networks - Why LSTM is better than RNN?


An advantage of Long Short-Term Memory Networks (LSTMs), a kind of Recurrent Neural Networks (RNNs), is its capacity to preserve data dependencies over the long term. One benefit they have over normal RNNs is their complicated structure, which includes input, output, and forget gates. This allows them to selectively keep or discard information from the hidden state.