Long short-term memory - Wikipedia

The Long Short-Term Memory (LSTM) cell can process data sequentially and keep its hidden state through time. Long short-term memory (LSTM)[1] is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem[2] commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, hidden Markov models, and other sequence le