LSTM

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A recurrent neural network can be thought of as multiple copies of the same network, each passing a message to a successor. RNN are used for sequences and lists.

Long Short Term Memory networks (LSTM) are a special kind of RNN, capable of learning long-term dependencies. LSTMs are explicitly designed to avoid the long-term dependency problem.