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Long Short Term Memory Networks Explained Easily

Long Short Term Memory Networks Explained Easily

Valerio Velardo - The Sound of AI via YouTube Direct link

LSTM cell

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LSTM cell

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Long Short Term Memory Networks Explained Easily

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  1. 1 Intro
  2. 2 Issues with simple RNNS
  3. 3 Long Short Term Memory (LSTM)
  4. 4 Simple RNN vs LSTM
  5. 5 LSTM cell
  6. 6 Simple RNN cell
  7. 7 Short-term memory/hidden state
  8. 8 Cell state
  9. 9 Forget
  10. 10 Sigmoid
  11. 11 Input
  12. 12 Output
  13. 13 LSTM variants
  14. 14 What's up next?

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