Machine Learning, Deep Learning, Data Science.
a linear interpolation. This is 1 — Z multiplied by the previous hidden state plus Z multiplied by the new hidden state. This controls to what degree we keep information from the previous states and to what degree we use information from the new state. The update gate is often represented as a