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Gated Recurrent Unit (GRU)

Neural Networks

Simplified alternative to LSTM

What is Gated Recurrent Unit (GRU)?

RNN variant with fewer parameters than LSTM but similar performance. Faster to train.

Real-World Examples

  • •Text generation
  • •Time series prediction
  • •Speech recognition

When to Use This

Alternative to LSTM when faster training is needed

Related Terms

Learn more about concepts related to Gated Recurrent Unit (GRU)

Long Short-Term Memory (LSTM)

Advanced RNN that remembers long-term dependencies

Recurrent Neural Network (RNN)

Neural network for sequential data with memory