| 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 | 8758 | 2015 |
| Mastering the game of Go with deep neural networks and tree search D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ... Nature 529 (7587), 484-489, 2016 | 6841 | 2016 |
| Mastering the game of go without human knowledge D Silver, J Schrittwieser, K Simonyan, I Antonoglou, A Huang, A Guez, ... Nature 550 (7676), 354-359, 2017 | 2970 | 2017 |
| Patients with hippocampal amnesia cannot imagine new experiences D Hassabis, D Kumaran, SD Vann, EA Maguire Proceedings of the National Academy of Sciences 104 (5), 1726-1731, 2007 | 1207 | 2007 |
| Deconstructing episodic memory with construction D Hassabis, EA Maguire Trends in cognitive sciences 11 (7), 299-306, 2007 | 977 | 2007 |
| The future of memory: remembering, imagining, and the brain DL Schacter, DR Addis, D Hassabis, VC Martin, RN Spreng, KK Szpunar Neuron 76 (4), 677-694, 2012 | 892 | 2012 |
| Overcoming catastrophic forgetting in neural networks J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ... Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017 | 862 | 2017 |
| 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 | 764 | 2016 |
| When fear is near: threat imminence elicits prefrontal-periaqueductal gray shifts in humans D Mobbs, P Petrovic, JL Marchant, D Hassabis, N Weiskopf, B Seymour, ... Science 317 (5841), 1079-1083, 2007 | 705 | 2007 |
| Using imagination to understand the neural basis of episodic memory D Hassabis, D Kumaran, EA Maguire Journal of neuroscience 27 (52), 14365-14374, 2007 | 680 | 2007 |
| Mastering chess and shogi by self-play with a general reinforcement learning algorithm D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... arXiv preprint arXiv:1712.01815, 2017 | 537 | 2017 |
| A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play D Silver, T Hubert, J Schrittwieser, I Antonoglou, M Lai, A Guez, M Lanctot, ... Science 362 (6419), 1140-1144, 2018 | 432 | 2018 |
| The construction system of the brain D Hassabis, EA Maguire Philosophical Transactions of the Royal Society B: Biological Sciences 364 …, 2009 | 430 | 2009 |
| Clinically applicable deep learning for diagnosis and referral in retinal disease J De Fauw, JR Ledsam, B Romera-Paredes, S Nikolov, N Tomasev, ... Nature medicine 24 (9), 1342-1350, 2018 | 413 | 2018 |
| Neuroscience-inspired artificial intelligence D Hassabis, D Kumaran, C Summerfield, M Botvinick Neuron 95 (2), 245-258, 2017 | 368 | 2017 |
| From threat to fear: the neural organization of defensive fear systems in humans D Mobbs, JL Marchant, D Hassabis, B Seymour, G Tan, M Gray, ... Journal of Neuroscience 29 (39), 12236-12243, 2009 | 334 | 2009 |
| Tracking the emergence of conceptual knowledge during human decision making D Kumaran, JJ Summerfield, D Hassabis, EA Maguire Neuron 63 (6), 889-901, 2009 | 253 | 2009 |
| Decoding neuronal ensembles in the human hippocampus D Hassabis, C Chu, G Rees, N Weiskopf, PD Molyneux, EA Maguire Current Biology 19 (7), 546-554, 2009 | 231 | 2009 |
| Parallel wavenet: Fast high-fidelity speech synthesis A Oord, Y Li, I Babuschkin, K Simonyan, O Vinyals, K Kavukcuoglu, ... arXiv preprint arXiv:1711.10433, 2017 | 227 | 2017 |
| Imagination-augmented agents for deep reinforcement learning S Racanière, T Weber, D Reichert, L Buesing, A Guez, DJ Rezende, ... Advances in neural information processing systems, 5690-5701, 2017 | 224 | 2017 |
Dharshan KumaranGoogle DeepMindVerified email at fil.ion.ucl.ac.uk
