How is the hidden state of a GRU initialized
Data Science Asked by Batman on December 22, 2020
This is a GRU. Now, what will be the value of $h_t$, at $t$=$0$. That is, what will be the value of the hidden state at just the starting?
One Answer
If you think intuitively what h_t (that is h_t-1) shoud represent is, very freely speaking, amount of rembering from the previous steps. Since you are just starting, and want to remember everything, very intuitive thing is to set the value at 1. Than you can see in the equations that the mutiplication with h_t-1 makes no difference in the beginning.
Answered by Noah Weber on December 22, 2020
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