Biography:Felix Gers
From HandWiki
Felix Gers | |
|---|---|
| Occupation | Professor of computer science |
| Employer | Berlin University of Applied Sciences |
| Known for | Introducing the forget gate to LSTM architecture |
Notable work | Research in recurrent neural networks |
Felix Gers is a professor of computer science at Berlin University of Applied Sciences Berlin.[1] With Jürgen Schmidhuber and Fred Cummins, he introduced the forget gate to the long short-term memory recurrent neural network architecture.[2][3] This modification of the original[4] architecture has been shown to be crucial to the success of the LSTM at such tasks as speech and handwriting recognition.[3]
References
- ↑ "Felix Gers - Professor at Beuth University of Applied Sciences Berlin". https://prof.beuth-hochschule.de/gers/. Retrieved May 13, 2017.
- ↑ Felix A. Gers; Jürgen Schmidhuber; Fred Cummins (2000). "Learning to Forget: Continual Prediction with LSTM". Neural Computation 12 (10): 2451–2471. doi:10.1162/089976600300015015. PMID 11032042.
- ↑ 3.0 3.1 Greff, Klaus; Srivastava, Rupesh K.; Koutnik, Jan; Steunebrink, Bas R.; Schmidhuber, Jurgen (2016). "LSTM: A Search Space Odyssey". IEEE Transactions on Neural Networks and Learning Systems 28 (10): 1–11. doi:10.1109/TNNLS.2016.2582924. ISSN 2162-237X. PMID 27411231.
- ↑ Hochreiter, Sepp; Schmidhuber, Jürgen (1997). "Long Short-Term Memory". Neural Computation 9 (8): 1735–1780. doi:10.1162/neco.1997.9.8.1735. ISSN 0899-7667. PMID 9377276.
 |  |
