Long Short-Term Memory Networks (LSTM)

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01. Intro to LSTM
02. RNN vs LSTM
03. Basics of LSTM
04. Architecture of LSTM
05. The Learn Gate
06. The Forget Gate
07. The Remember Gate
08. The Use Gate
09. Putting it All Together
10. Quiz
11. Other architectures
12. Outro LSTM

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07. The Remember Gate

Remember Gate

The output of the Remember Gate is:

LTM_{t-1}f_t+N_ti_t

Equation 3

(N_t, i_t and f_t are calculated in equations 1 and 2)

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