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Felix Gers

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Felix Gers is a professor of computer science at the Berlin University of Applied Sciences.[1] Known for his research in recurrent neural networks, he introduced the forget gate to the Long Short-Term Memory (LSTM) recurrent neural network architecture together with Jürgen Schmidhuber and Fred Cummins.[2,3] This modification of the original architecture has been shown to be crucial to the success of the LSTM at tasks such as speech and handwriting recognition.[3,4,5]
Name
Felix Gers
Occupation
Professor of Computer Science
Employer
Berlin University of Applied Sciences
Known for
Introducing the forget gate to the Long Short-Term Memory architecture
Notable works
Research on recurrent neural networks
Sources
English中文

References

  1. [1]
  2. [2]
    ^ Learning to Forget: Continual Prediction with LSTMNeural Computation[English]
  3. [3]
    ^ [English]
  4. [4]
    ^ Long Short-Term MemoryNeural Computation by Sepp Hochreiter; Jürgen Schmidhuber[English]
  5. [5]
    ^ LSTM: A Search Space OdysseyIEEE Transactions on Neural Networks and Learning Systems by Klaus Greff; Rupesh K. Srivastava; Jan Koutnik; Bas R. Steunebrink; Jurgen Schmidhuber[English]

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84 words
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Felix Gers - Panoptic