Concept information
Preferred term
long short-term memory
Definition(s)
- "A type of cell in a recurrent neural network used to process sequences of data in applications such as handwriting recognition, machine translation, and image captioning. LSTMs address the vanishing gradient problem that occurs when training RNNs due to long data sequences by maintaining history in an internal memory state based on new input and context from previous cells in the RNN." (source: https://developers.google.com/machine-learning/glossary/#l).
Broader concept(s)
Narrower concept(s)
Synonym(s)
- LSTM
Bibliographic citation(s)
- • Hochreiter, S., & Schmidhuber, J. (1997). Long Short-term Memory. Neural computation, 9(8), 1735‑1780. https://doi.org/10.1162/neco.1997.9.8.1735
is implemented by
In other languages
-
French
-
LSTM
URI
http://data.loterre.fr/ark:/67375/LTK-VM7P2HFS-D
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