What is Long Short-Term Memory (LSTM)?
Long Short-Term Memory (LSTM) networks are a type of recurrent neural network capable of learning order dependence in sequence prediction problems. It uses special units in addition to the standard units which includes a ‘memory cell’ that can maintain the information in memory for long periods of time. LSTMs are complex areas of deep learning used in domains such as machine translation, speech recognition.
