Both the reset gate r t and the update gate z t control the amount of previous state h t−1 and current input Ex t being carried over to the current hidden state h t .
the gate itself either r t or z t , is uniformly set via fixed weights W r (or W z ) and U r (or U z ) for all inputs of Ex t and all previous states of h t−1 .