Recurrent Neural Network Cell Recurrent Neural Networks unenrolled LSTMs BiLSTMs Stacked BiLSTMs Today Recurrent Neural Network Cell Recurrent Neural Network Cell ID: 600268
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Recurrent Neural NetworksSlide2
Recurrent Neural Network Cell
Recurrent Neural Networks (unenrolled)
LSTMs, Bi-LSTMs, Stacked Bi-LSTMs
TodaySlide3
Recurrent Neural Network Cell
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Recurrent Neural Network Cell
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Recurrent Neural Network Cell
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Recurrent Neural Network Cell
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Recurrent Neural Network Cell
a b
c
d e
e (0.7)
cSlide8
Generating Samples from the Recurrent Neural Network CellSlide9
LSTM Cell (Long Short-Term Memory)
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Recurrent Neural Network Cell
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Recurrent Neural Network Cell
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(Unrolled) Recurrent Neural Network
c
a
t
a
t
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(Unrolled) Recurrent Neural Network
the
cat
likes
cat
likes
eating
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(Unrolled) Recurrent Neural Network
the
cat
likes
positive / negative sentiment rating
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(Unrolled) Recurrent Neural Network
c
a
t
a
t
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Bidirectional Recurrent Neural Network
the
cat
wants
gato
quiere
comer
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Stacked Recurrent Neural Network
c
a
t
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Bidirectional Stacked Recurrent Neural Network
c
a
t
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Questions?
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