Long Short-Term Memory
L
Long Short-Term Memory
Definition
A specialized type of recurrent neural network designed to learn long-range dependencies in sequential data. LSTMs use gate mechanisms (input, forget, output) to control information flow, solving the vanishing gradient problem that affects standard RNNs.