| 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 | 34087 | 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 | 16853 | 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 | 12473 | 2016 |
| Speech recognition with deep recurrent neural networks A Graves, A Mohamed, G Hinton 2013 IEEE international conference on acoustics, speech and signal …, 2013 | 12082 | 2013 |
| 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 | 7463 | 2006 |
| Framewise phoneme classification with bidirectional LSTM and other neural network architectures A Graves, J Schmidhuber Neural networks 18 (5-6), 602-610, 2005 | 6716 | 2005 |
| 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 | 6067 | 2016 |
| Supervised sequence labelling A Graves, A Graves Supervised sequence labelling with recurrent neural networks, 5-13, 2012 | 5807* | 2012 |
| Generating sequences with recurrent neural networks A Graves arXiv preprint arXiv:1308.0850, 2013 | 5627 | 2013 |
| Recurrent models of visual attention V Mnih, N Heess, A Graves Advances in neural information processing systems 27, 2014 | 5018 | 2014 |
| Neural turing machines A Graves, G Wayne, I Danihelka arXiv preprint arXiv:1410.5401, 2014 | 3154 | 2014 |
| Towards end-to-end speech recognition with recurrent neural networks A Graves, N Jaitly International conference on machine learning, 1764-1772, 2014 | 3089 | 2014 |
| 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 | 3003 | 2016 |
| 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 | 2825 | 2008 |
| Long short-term memory A Graves, A Graves Supervised sequence labelling with recurrent neural networks, 37-45, 2012 | 2766 | 2012 |
| 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 | 2546 | 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 | 2378 | 2013 |
| Sequence transduction with recurrent neural networks A Graves arXiv preprint arXiv:1211.3711, 2012 | 2296 | 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 | 2018 | 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 | 1935 | 2016 |