Long Short-Term Memory Networks (LSTMs)
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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
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11. Other architectures
Other Architectures
Additional information about GRUs can be found in the following links:
Michael Guerzhoy's post