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New Course
Concept
Forget Gate
The
Forget Gate
is a crucial component in
Long Short-Term Memory
(LSTM) networks, a type of
recurrent neural network
(RNN) designed to remember
long-term dependencies
. It decides what information should be discarded or kept from the
cell state
, using a
sigmoid function
to
output values
between 0 and 1, where 0 means '
completely forget
' and 1 means '
completely keep
'.
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