| Learning to forget: Continual prediction with LSTM FA Gers, J Schmidhuber, F Cummins Neural computation 12 (10), 2451-2471, 2000 | 9133 | 2000 |
| Learning precise timing with LSTM recurrent networks FA Gers, NN Schraudolph, J Schmidhuber Journal of machine learning research 3 (Aug), 115-143, 2002 | 2285 | 2002 |
| Recurrent nets that time and count FA Gers, J Schmidhuber Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 1047 | 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 | 996 | 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 | 695 | 2001 |
| Long short-term memory in recurrent neural networks F Gers Verlag nicht ermittelbar, 2001 | 436 | 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 | 208 | 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 | 172 | 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 | 123 | 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 | 108 | 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 | 81 | 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 | 76 | 2021 |
| Language identification from prosody without explicit features F Cummins, F Gers, J Schmidhuber Sixth European Conference on Speech Communication and Technology, 1999 | 61 | 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 | 54 | 2000 |
| Analysing errors of open information extraction systems R Schneider, T Oberhauser, T Klatt, FA Gers, A Löser arXiv preprint arXiv:1707.07499, 2017 | 42 | 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 | 39 | 2020 |
| 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 | 34 | 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 | 32 | 1999 |
| 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 | 30 | 2001 |
| 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 | 25 | 1999 |
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of LuganoAdresse e-mail validée de kaust.edu.sa
