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(a)
Forget gate
Input gate
Output gate
Q-Kernel
Q-Kernel
Q-Kernel
Q-Kernel
σ
σ
tanh
σ
σ
tanh
×
+
×
C
t-1
h
t-1
x
t
C
t
y
t
h
t
x
t
h
t-1
C
t-1
C
t
y
t
h
t
(b)
U(x
i
, w)
U
†
(x
j
, w)
⎡⎤ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎣⎦
(c)
H
R
z
R
z
⎡⎤ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎣⎦
⎡⎤ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎢⎥ ⎣⎦
2
by sha
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