AI Blog

AI Blog

by Michele Laurelli

GRU (Gated Recurrent Unit)

Architecture
Definition

Simplified RNN variant with gating mechanisms, similar to LSTM but fewer parameters.

Has reset and update gates (vs LSTM's 3 gates). Often performs similarly to LSTM with faster computation. Good for sequential data.

Examples

1

Time series modeling

2

Text generation

3

Sequence prediction

Michele Laurelli - AI Research & Engineering