Felix Gers
Felix Gers
Professor of Computer Science, Berliner Hochschule für Technik (BHT)
Verified email at - Homepage
Cited by
Cited by
Learning to forget: Continual prediction with LSTM
FA Gers, J Schmidhuber, F Cummins
Neural computation 12 (10), 2451-2471, 2000
Learning precise timing with LSTM recurrent networks
FA Gers, NN Schraudolph, J Schmidhuber
Journal of machine learning research 3 (Aug), 115-143, 2002
Recurrent nets that time and count
FA Gers, J Schmidhuber
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
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
Applying LSTM to time series predictable through time-window approaches
FA Gers, D Eck, J Schmidhuber
International conference on artificial neural networks, 669-676, 2001
Long short-term memory in recurrent neural networks
F Gers
Verlag nicht ermittelbar, 2001
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
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
Learning nonregular languages: A comparison of simple recurrent networks and LSTM
J Schmidhuber, F Gers, D Eck
Neural computation 14 (9), 2039-2041, 2002
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
CoDi-1Bit: A simplified cellular automata based neuron model
F Gers, H De Garis, M Korkin
Artificial Evolution: Third European Conference AE'97 Nîmes, France, October …, 1998
Clinical outcome prediction from admission notes using self-supervised knowledge integration
B Van Aken, JM Papaioannou, M Mayrdorfer, K Budde, FA Gers, A Loeser
arXiv preprint arXiv:2102.04110, 2021
Language identification from prosody without explicit features
F Cummins, F Gers, J Schmidhuber
Sixth European Conference on Speech Communication and Technology, 1999
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
Analysing errors of open information extraction systems
R Schneider, T Oberhauser, T Klatt, FA Gers, A Löser
arXiv preprint arXiv:1707.07499, 2017
Visbert: Hidden-state visualizations for transformers
B Aken, B Winter, A Löser, FA Gers
Companion Proceedings of the Web Conference 2020, 207-211, 2020
Long short-term memory learns context free and context sensitive languages
FA Gers, J Schmidhuber
Artificial Neural Nets and Genetic Algorithms: Proceedings of the …, 2001
Continual prediction using LSTM with forget gates
FA Gers, J Schmidhuber, F Cummins
Neural Nets WIRN Vietri-99: Proceedings of the 11th Italian Workshop on …, 1999
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
CAM-Brain: A new model for ATR's cellular automata based artificial brain project
F Gers, H de Garis
Evolvable Systems: From Biology to Hardware: First International Conference …, 1997
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