Table 3. LSTM notations and descriptions.
Notation | Description |
---|---|
f t | Forget gate |
i t | Input gate |
o t | Output gate |
C t | Cell state |
h t | Hidden state |
σ | sigmoid |
tanh | tanh |
W, U | Weights |
b | Bias |
⊙ | Element wise multiplication |
Notation | Description |
---|---|
f t | Forget gate |
i t | Input gate |
o t | Output gate |
C t | Cell state |
h t | Hidden state |
σ | sigmoid |
tanh | tanh |
W, U | Weights |
b | Bias |
⊙ | Element wise multiplication |