Gated Recurrent Unit

The GRU is like a long short-term memory (LSTM) with a forget gate, but has fewer parameters than LSTM, as it lacks an output gate. GRU's performance on certain tasks of polyphonic music modeling, speech signal modeling and natural language processing was found to be similar to that of LSTM

References

Wikipedia. (2021, September 20). Gated Recurrent Unit. Link