Felix Gers
Felix Gers
Professor of Computer Science, Beuth University Berlin
Adresse e-mail validée de felixgers.de - Page d'accueil
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Learning to forget: Continual prediction with LSTM
FA Gers, J Schmidhuber, F Cummins
IET Digital Library, 1999
39651999
Learning precise timing with LSTM recurrent networks
FA Gers, NN Schraudolph, J Schmidhuber
Journal of machine learning research 3 (Aug), 115-143, 2002
13002002
LSTM recurrent networks learn simple context-free and context-sensitive languages
FA Gers, E Schmidhuber
IEEE Transactions on Neural Networks 12 (6), 1333-1340, 2001
5922001
Recurrent nets that time and count
FA Gers, J Schmidhuber
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
5692000
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
Neural Nets WIRN Vietri-01, 193-200, 2002
3472002
Long short-term memory in recurrent neural networks
F Gers
Verlag nicht ermittelbar, 2001
2652001
Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets
JA Pérez-Ortiz, FA Gers, D Eck, J Schmidhuber
Neural Networks 16 (2), 241-250, 2003
982003
CoDi-1Bit: A simplified cellular automata based neuron model
F Gers, H De Garis, M Korkin
European Conference on Artificial Evolution, 315-333, 1997
801997
Learning nonregular languages: A comparison of simple recurrent networks and LSTM
J Schmidhuber, F Gers, D Eck
Neural computation 14 (9), 2039-2041, 2002
772002
Building an artificial brain using an FPGA based CAM-Brain Machine
H De Garis, M Korkin, F Gers, E Nawa, M Hough
Applied Mathematics and Computation 111 (2-3), 163-192, 2000
552000
Language identification from prosody without explicit features
F Cummins, F Gers, J Schmidhuber
Sixth European Conference on Speech Communication and Technology, 1999
501999
How does BERT answer questions? A layer-wise analysis of transformer representations
B van Aken, B Winter, A Löser, FA Gers
Proceedings of the 28th ACM International Conference on Information and …, 2019
322019
“CAM-brain” ATR's billion neuron artificial brain project: A three-year progress report
H de Garis, N Nawa, F Gers, M Korkin, A Agah
Artificial life and robotics 2 (2), 56-61, 1998
261998
CAM-Brain: A new model for ATR's cellular automata based artificial brain project
F Gers, H de Garis
International Conference on Evolvable Systems, 437-452, 1996
261996
Long short-term memory learns context free and context sensitive languages
FA Gers, J Schmidhuber
Artificial Neural Nets and Genetic Algorithms, 134-137, 2001
222001
ATR's artificial brain (" CAM-Brain") project: A sample of what individual" CoDi-1 Bit" model evolved neural net modules can do with digital and analog I/O
H De Garis, A Buller, M Korkin, F Gers, NE Nawa, M Hough
Proceedings of the First NASA/DoD Workshop on Evolvable Hardware, 102-110, 1999
221999
Analysing errors of open information extraction systems
R Schneider, T Oberhauser, T Klatt, FA Gers, A Löser
arXiv preprint arXiv:1707.07499, 2017
192017
Automatic discrimination among languages based on prosody alone
F Cummins, F Gers, J Schmidhuber, C Elvezia
Speech Communication, 1999
191999
SPIKER: Analog waveform to digital spiketrain conversion in ATR’s artificial brain (cam-brain) project
M Hough, H De Garis, M Korkin, F Gers, NE Nawa
International conference on robotics and artificial life 92, 1999
191999
Sector: A neural model for coherent topic segmentation and classification
S Arnold, R Schneider, P Cudré-Mauroux, FA Gers, A Löser
Transactions of the Association for Computational Linguistics 7, 169-184, 2019
162019
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