10. Quiz

If you would like to deepen your knowledge even more, go over the following tutorial. Focus on the overview titled: Long Short-Term Memory Units (LSTMs).

If you are feeling confident enough, skip the overview and jump right into our next question:

The LSTM cell- taken form the Deep Learning tutorial

The LSTM cell- taken form the Deep Learning tutorial

The illustration above is of a LSTM cell. What would be the values of the three gates in
situations where the cell retains information for a long period, without accepting a new input or
producing an output?
SOLUTION: The inputs gate: close to 0; the forget gate: close to 1; the output gate: close to 0

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