Which RNN variant simplifies the LSTM by combining the forget and input gates into a single 'update gate'?
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Gated Recurrent Unit
The GRU was introduced by Cho et al. in 2014. By having fewer parameters than LSTMs, GRUs are often faster to train and can perform similarly on smaller datasets, while still mitigating the vanishing gradient problem.