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]
Referencesedit
^"Felix Gers - Professor at Beuth University of Applied Sciences Berlin". 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. CiteSeerX10.1.1.55.5709. doi:10.1162/089976600300015015. PMID 11032042. S2CID 11598600.
^ abGreff, 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. arXiv:1503.04069. doi:10.1109/TNNLS.2016.2582924. ISSN 2162-237X. PMID 27411231. S2CID 3356463.
felix, gers, professor, computer, science, berlin, university, applied, sciences, berlin, with, jürgen, schmidhuber, fred, cummins, introduced, forget, gate, long, short, term, memory, recurrent, neural, network, architecture, this, modification, original, arc. Felix Gers is a professor of computer science at Berlin University of Applied Sciences Berlin 1 With Jurgen 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 edit Felix Gers Professor at Beuth University of Applied Sciences Berlin Retrieved May 13 2017 Felix A Gers Jurgen Schmidhuber Fred Cummins 2000 Learning to Forget Continual Prediction with LSTM Neural Computation 12 10 2451 2471 CiteSeerX 10 1 1 55 5709 doi 10 1162 089976600300015015 PMID 11032042 S2CID 11598600 a b 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 arXiv 1503 04069 doi 10 1109 TNNLS 2016 2582924 ISSN 2162 237X PMID 27411231 S2CID 3356463 Hochreiter Sepp Schmidhuber Jurgen 1997 Long Short Term Memory Neural Computation 9 8 1735 1780 doi 10 1162 neco 1997 9 8 1735 ISSN 0899 7667 PMID 9377276 S2CID 1915014 Retrieved from https en wikipedia org w index php title Felix Gers amp oldid 1161361366, wikipedia, wiki, book, books, library,
