LSTM
A recurrent network with gates that remember long-range information.
Long Short-Term Memory networks add gating mechanisms that let information persist or be forgotten over long sequences, fixing the vanishing-gradient problem of plain RNNs. For nearly two decades they were the default for sequence tasks like translation and speech.