Can someone explain to me why this statement isn’t False? “Using the equations for the GRU and LSTM below the Update Gate and Forget Gate in the LSTM play a different role to Γu and 1- Γu.”
I’ve answered False, meaning that “we can see that the Update Gate and Forget Gate in the LSTM play a role similar to Γu and 1- Γu in the GRU.”
I think the point the answer ‘True’ attempts to make is that in the case of an LSTM, Γf does not need to be equal to 1- Γu. In an LSTM, something can be updated in one place while it is not forgotten in another. So the role is not the same or ‘similar’ to Γu and 1- Γu in a GRU, where updating in one place comes with forgetting in another.
thanks for answering, I guess it was about understand ‘not a different role’ to mean ‘an equal role’ and not a ‘similar role’ because there’s a little bit more range in the last. thanks again.