Long Short-Term Memory

Entity Type: Glossary ID: lstm

Definition: A type of recurrent neural network architecture that can learn long-term dependencies in sequential data. LSTMs use gating mechanisms to control information flow and avoid the vanishing gradient problem common in standard RNNs.

Related Terms: - recurrent-neural-network - gru - vanishing-gradient - sequence-modeling

Source Urls: - https://en.wikipedia.org/wiki/Long_short-term_memory

Tags: - neural-networks - sequence-modeling - nlp

Status: active

Version: 1.0.0

Created At: 2025-08-31

Last Updated: 2025-08-31