Machine learningDeep learning / NLP / CV

Gated Recurrent Unit (GRU)

Gated Recurrent Unit (GRU), introduceret af Cho et al. i 2014, er et strømlinet rekurrent neuralt netværk, der anvender to indlærte gates — en opdaterings-gate og en nulstillings-gate — til selektivt at bevare eller kassere information over tidsskridt, hvilket muliggør effektiv sekvensmodellering med færre parametre end LSTM.

Åbn i MethodMindSnartVideoSnartDownload slides

Læs hele metoden

Kun for medlemmer

Log ind med en gratis konto for at læse dette afsnit.

Log ind

Method map

The neighbourhood of related methods — select a node to explore.

Gated Recurrent Unit (GRU)

BERT-baseret klassifikat…Long Short-Term Memory (…Recurrent Neural Network Domæne-adaptiv GRU Forklarlig GRU Forklarlig Rekurrent Neu…Finjusteret GRU Finetunet Recurrent Neur…Multilingual GRU Multilingual Recurrent N…

+10 more

Kilder

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. In Proceedings of EMNLP 2014, pp. 1724–1734. link ↗
Chung, J., Gulcehre, C., Cho, K., & Bengio, Y. (2014). Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. NIPS 2014 Deep Learning Workshop. link ↗

Sådan citerer du denne side

ScholarGate. (2026, June 3). Gated Recurrent Unit (GRU). ScholarGate. https://scholargate.app/da/deep-learning/gated-recurrent-unit

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

BERT-baseret klassifikationDyb læring↔ compare
Long Short-Term Memory (LSTM)Dyb læring↔ compare
Recurrent Neural NetworkDyb læring↔ compare

Compare side by side →

Refereret af

Domæne-adaptiv GRU Forklarlig GRU Forklarlig Rekurrent Neuralt Netværk Finjusteret GRU Finetunet Recurrent Neural Network Long Short-Term Memory (LSTM)Multilingual GRU Multilingual Recurrent Neural Network Multimodal GRU Multimodal LSTM Multimodal Recurrent Neural Network Recurrent Neural Network RoBERTa-baseret Klassifikation Selv-overvåget GRU Semi-superviseret GRU Transferindlæring med LSTM Overførselslæring med Recurrent Neural Network Svagt overvåget GRU Svagt superviseret recurrent neuralt netværk

Har du fundet en fejl på denne side? Indberet den eller foreslå en rettelse →