| Human-level control through deep reinforcement learning V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ... nature 518 (7540), 529-533, 2015 | 29643 | 2015 |
| Playing atari with deep reinforcement learning V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ... arXiv preprint arXiv:1312.5602, 2013 | 14467 | 2013 |
| Speech recognition with deep recurrent neural networks A Graves, A Mohamed, G Hinton 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 11296 | 2013 |
| Asynchronous methods for deep reinforcement learning V Mnih, AP Badia, M Mirza, A Graves, T Lillicrap, T Harley, D Silver, ... International conference on machine learning, 1928-1937, 2016 | 10833 | 2016 |
| Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks A Graves, S Fernández, F Gomez, J Schmidhuber Proceedings of the 23rd international conference on Machine learning, 369-376, 2006 | 6521 | 2006 |
| Framewise phoneme classification with bidirectional LSTM and other neural network architectures A Graves, J Schmidhuber Neural networks 18 (5-6), 602-610, 2005 | 5988 | 2005 |
| Supervised sequence labelling A Graves, A Graves Supervised sequence labelling with recurrent neural networks, 5-13, 2012 | 5329* | 2012 |
| Wavenet: A generative model for raw audio A Van Den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ... arXiv preprint arXiv:1609.03499 12, 2016 | 5312 | 2016 |
| Generating sequences with recurrent neural networks A Graves arXiv preprint arXiv:1308.0850, 2013 | 5159 | 2013 |
| Recurrent models of visual attention V Mnih, N Heess, A Graves Advances in neural information processing systems 27, 2014 | 4564 | 2014 |
| Long short-term memory A Graves, A Graves Supervised sequence labelling with recurrent neural networks, 37-45, 2012 | 3363 | 2012 |
| Neural turing machines A Graves, G Wayne, I Danihelka arXiv preprint arXiv:1410.5401, 2014 | 2953 | 2014 |
| Towards end-to-end speech recognition with recurrent neural networks A Graves, N Jaitly International conference on machine learning, 1764-1772, 2014 | 2905 | 2014 |
| A novel connectionist system for unconstrained handwriting recognition A Graves, M Liwicki, S Fernández, R Bertolami, H Bunke, J Schmidhuber IEEE transactions on pattern analysis and machine intelligence 31 (5), 855-868, 2008 | 2664 | 2008 |
| Conditional image generation with pixelcnn decoders A Van den Oord, N Kalchbrenner, L Espeholt, O Vinyals, A Graves Advances in neural information processing systems 29, 2016 | 2645 | 2016 |
| Draw: A recurrent neural network for image generation K Gregor, I Danihelka, A Graves, D Rezende, D Wierstra International conference on machine learning, 1462-1471, 2015 | 2426 | 2015 |
| Hybrid speech recognition with deep bidirectional LSTM A Graves, N Jaitly, A Mohamed 2013 IEEE workshop on automatic speech recognition and understanding, 273-278, 2013 | 2205 | 2013 |
| Sequence transduction with recurrent neural networks A Graves arXiv preprint arXiv:1211.3711, 2012 | 1973 | 2012 |
| Hybrid computing using a neural network with dynamic external memory A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ... Nature 538 (7626), 471-476, 2016 | 1845 | 2016 |
| Wavenet: A generative model for raw audio A Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ... arXiv preprint arXiv:1609.03499, 2016 | 1621 | 2016 |
| Offline handwriting recognition with multidimensional recurrent neural networks A Graves, J Schmidhuber Advances in neural information processing systems 21, 2008 | 1544 | 2008 |
| Bidirectional LSTM networks for improved phoneme classification and recognition A Graves, S Fernández, J Schmidhuber International conference on artificial neural networks, 799-804, 2005 | 1124 | 2005 |
| Parallel wavenet: Fast high-fidelity speech synthesis A Oord, Y Li, I Babuschkin, K Simonyan, O Vinyals, K Kavukcuoglu, ... International conference on machine learning, 3918-3926, 2018 | 928 | 2018 |
| Playing atari with deep reinforcement learning. arXiv 2013 V Mnih, K Kavukcuoglu, D Silver, A Graves, I Antonoglou, D Wierstra, ... arXiv preprint arXiv:1312.5602, 2013 | 924 | 2013 |
| Framewise phoneme classification with bidirectional LSTM networks A Graves, J Schmidhuber Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005 | 677 | 2005 |
| Neural machine translation in linear time N Kalchbrenner, L Espeholt, K Simonyan, A Oord, A Graves, ... arXiv preprint arXiv:1610.10099, 2016 | 675 | 2016 |
| Automated curriculum learning for neural networks A Graves, MG Bellemare, J Menick, R Munos, K Kavukcuoglu international conference on machine learning, 1311-1320, 2017 | 587 | 2017 |
| Adaptive computation time for recurrent neural networks A Graves arXiv preprint arXiv:1603.08983, 2016 | 533 | 2016 |
| Video pixel networks N Kalchbrenner, A Oord, K Simonyan, I Danihelka, O Vinyals, A Graves, ... International Conference on Machine Learning, 1771-1779, 2017 | 481 | 2017 |
| Grid long short-term memory N Kalchbrenner, I Danihelka, A Graves arXiv preprint arXiv:1507.01526, 2015 | 436 | 2015 |
| Multi-dimensional recurrent neural networks A Graves, S Fernández, J Schmidhuber International conference on artificial neural networks, 549-558, 2007 | 416 | 2007 |
| Decoupled neural interfaces using synthetic gradients M Jaderberg, WM Czarnecki, S Osindero, O Vinyals, A Graves, D Silver, ... International conference on machine learning, 1627-1635, 2017 | 402 | 2017 |
| An application of recurrent neural networks to discriminative keyword spotting S Fernández, A Graves, J Schmidhuber International conference on artificial neural networks, 220-229, 2007 | 390 | 2007 |
| Unconstrained on-line handwriting recognition with recurrent neural networks A Graves, M Liwicki, H Bunke, J Schmidhuber, S Fernández Advances in neural information processing systems 20, 2007 | 372 | 2007 |
| Parameter-exploring policy gradients F Sehnke, C Osendorfer, T Rückstieß, A Graves, J Peters, J Schmidhuber Neural Networks 23 (4), 551-559, 2010 | 345 | 2010 |
| A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks M Liwicki, A Graves, S Fernàndez, H Bunke, J Schmidhuber Proceedings of the 9th International Conference on Document Analysis and …, 2007 | 312 | 2007 |
| Learning acoustic frame labeling for speech recognition with recurrent neural networks H Sak, A Senior, K Rao, O Irsoy, A Graves, F Beaufays, J Schalkwyk 2015 IEEE international conference on acoustics, speech and signal …, 2015 | 224 | 2015 |
| Universal onset detection with bidirectional long-short term memory neural networks F Eyben, S Böck, B Schuller, A Graves | 222 | 2010 |
| Memory-efficient backpropagation through time A Gruslys, R Munos, I Danihelka, M Lanctot, A Graves Advances in neural information processing systems 29, 2016 | 214 | 2016 |
| Associative long short-term memory I Danihelka, G Wayne, B Uria, N Kalchbrenner, A Graves International conference on machine learning, 1986-1994, 2016 | 191 | 2016 |
