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Long Short-Term Memory Networks - What is RNN and LSTM?


One kind of RNN that can store more data is the Long Short-Term Memory (LSTM) network. Layers of an RNN are constructed from LSTMs, which give 'weights' to data. This aids RNNs in deciding whether to incorporate new data, disregard old data, or give old data sufficient weight to affect output.