Long short-term memory (LSTM) Deep Learning
noun phrase
Definition: A recurrent neural network architecture that uses gated memory cells (including input, forget, and output gates) to model long-range dependencies in sequences [Hochreiter, Schmidhuber 1997].
Example in context: “A long short-term memory (LSTM) is utilized to collect Inception-V3 features by dividing medical images into a set of tiles.” [Alnaggar et al. 2024]
Synonyms : LSTM
Related terms: recurrent neural network (RNN), BiDi LSTM