GRU: A Leaner Alternative
Fewer gates, comparable power.
A Simpler Gated Cell
The GRU is a leaner cousin of the LSTM. It chases the same goal, long memory, but with fewer gates and fewer parameters. ⚡
No Separate Cell State
Unlike the LSTM, a GRU has no separate cell state. It keeps everything in a single hidden state that it updates each step.
All lessons in this course
- Gates That Control Memory
- GRU: A Leaner Alternative
- Training an LSTM Classifier
- Bidirectional and Stacked Layers