XLSTM: Understanding Extended LSTMs with sLSTM and mLSTM Architecture

XLSTM: Understanding Extended LSTMs with sLSTM and mLSTM Architecture

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- XLSTM

13 of 15

13 of 15

- XLSTM

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XLSTM: Understanding Extended LSTMs with sLSTM and mLSTM Architecture

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  1. 1 - Intro and overview of XLSTM
  2. 2 - Problems with LSTMs
  3. 3 - Recurrent Neural Networks RNNs
  4. 4 - LSTMs overview
  5. 5 - Drawbacks of LSTMs
  6. 6 - Sigmoid vs Exponential Function
  7. 7 - sLSTM block
  8. 8 - Normalizer in sLSTM
  9. 9 - Stabilizer in sLSTM
  10. 10 - mLSTM block
  11. 11 - Detailed block of sLSTM
  12. 12 - Detailed block of mLSTM
  13. 13 - XLSTM
  14. 14 - Advantages of XLSTM
  15. 15 - Evaluation

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