Construct · 1 fields · 1 citations

long short-term memory: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a recurrent neural network design with gated memory cells that can learn dependencies over long time lags.

In machine learning, long short-term memory refers to a recurrent neural network design with gated memory cells that can learn dependencies over long time lags. This meaning comes from Hochreiter (1997) in Neural Computation.[1]

Unit
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Nearby constructs

memory6 fields · 18 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs network4 fields · 6 citationsjingle · one word, four constructs

References

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

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