What is an LSTM (Long Short-Term Memory) network, and what are its use cases?
Reviewed by Jason Burns, Editorial Steward · Last updated
A Long Short-Term Memory (LSTM) network is a type of recurrent neural network with gating mechanisms that let it learn long-range dependencies in sequential data without the vanishing-gradient problems of vanilla RNNs.