Deep Learning, Artificial Intelligence, Recurrent Neural Network, Lstm, Gru.
gate of the LSTM unit or the update gate of the GRU, will not be overwritten but be maintained as it is. It effectively creates shortcut paths that bypass multiple temporal steps. These shortcuts allow the error to be back-propagated easily without too quickly vanishing. 4. Experimental Results