Construct · 1 fields · 1 citations

gated recurrent unit: a standalone construct

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Machine learning

a recurrent unit with reset and update gates that control how much past state is kept, a simpler alternative to the LSTM cell.

In machine learning, gated recurrent unit refers to a recurrent unit with reset and update gates that control how much past state is kept, a simpler alternative to the LSTM cell. This meaning comes from Cho (2014) in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP).[1]

Unit
Recovery means
Measured by

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Nearby constructs

RNN encoder-decoder1 fields · 1 citationsanchor · a standalone construct cell2 fields · 3 citationsjingle · one word, two constructs control4 fields · 5 citationsjingle · one word, four constructs

References

Cho, K., van Merrienboer, B., Gulcehre, C., Bahdanau, D., Bougares, F., Schwenk, H., & Bengio, Y. (2014). Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP). https://doi.org/10.3115/v1/d14-1179

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