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词条 Felix Gers
释义

  1. References

Felix Gers is a professor of computer science at Beuth 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[3] architecture has been shown to be crucial to the success of the LSTM at such tasks as speech and handwriting recognition.[4]

References

1. ^{{cite web |url=https://prof.beuth-hochschule.de/gers/ |title=Felix Gers - Professor at Beuth University of Applied Sciences Berlin |newspaper= |date= |author= |accessdate= May 13, 2017}}
2. ^{{Cite journal | author = Felix A. Gers | author2 = Jürgen Schmidhuber | author3 = Fred Cummins | title = Learning to Forget: Continual Prediction with LSTM | journal = Neural Computation | volume = 12 | issue = 10 | pages = 2451–2471 | year = 2000 | url = http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.55.5709 | doi=10.1162/089976600300015015}}
3. ^{{cite journal|last1=Hochreiter|first1=Sepp|last2=Schmidhuber|first2=Jürgen|title=Long Short-Term Memory|journal=Neural Computation|volume=9|issue=8|year=1997|pages=1735–1780|issn=0899-7667|doi=10.1162/neco.1997.9.8.1735}}
4. ^1 {{cite journal|last1=Greff|first1=Klaus|last2=Srivastava|first2=Rupesh K.|last3=Koutnik|first3=Jan|last4=Steunebrink|first4=Bas R.|last5=Schmidhuber|first5=Jurgen|title=LSTM: A Search Space Odyssey|journal=IEEE Transactions on Neural Networks and Learning Systems|year=2016|pages=1–11|issn=2162-237X|doi=10.1109/TNNLS.2016.2582924|arxiv=1503.04069}}
{{DEFAULTSORT:Gers, Felix}}

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