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Page 1
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13).
Senior AW, Evans R, Jumper J, Kirkpatrick J, Sifre L, Green T, Qin C, Žídek A, Nelson AWR, Bridgland A, Penedones H, Petersen S, Simonyan K, Crossan S, Kohli P, Jones DT, Silver D, Kavukcuoglu K, Hassabis D. Senior AW, et al. Among authors: hassabis d. Proteins. 2019 Dec;87(12):1141-1148. doi: 10.1002/prot.25834. Proteins. 2019. PMID: 31602685 Free PMC article.
Human-level control through deep reinforcement learning.
Mnih V, Kavukcuoglu K, Silver D, Rusu AA, Veness J, Bellemare MG, Graves A, Riedmiller M, Fidjeland AK, Ostrovski G, Petersen S, Beattie C, Sadik A, Antonoglou I, King H, Kumaran D, Wierstra D, Legg S, Hassabis D. Mnih V, et al. Among authors: hassabis d. Nature. 2015 Feb 26;518(7540):529-33. doi: 10.1038/nature14236. Nature. 2015. PMID: 25719670
Mastering the game of Go with deep neural networks and tree search.
Silver D, Huang A, Maddison CJ, Guez A, Sifre L, van den Driessche G, Schrittwieser J, Antonoglou I, Panneershelvam V, Lanctot M, Dieleman S, Grewe D, Nham J, Kalchbrenner N, Sutskever I, Lillicrap T, Leach M, Kavukcuoglu K, Graepel T, Hassabis D. Silver D, et al. Among authors: hassabis d. Nature. 2016 Jan 28;529(7587):484-9. doi: 10.1038/nature16961. Nature. 2016. PMID: 26819042
Hybrid computing using a neural network with dynamic external memory.
Graves A, Wayne G, Reynolds M, Harley T, Danihelka I, Grabska-Barwińska A, Colmenarejo SG, Grefenstette E, Ramalho T, Agapiou J, Badia AP, Hermann KM, Zwols Y, Ostrovski G, Cain A, King H, Summerfield C, Blunsom P, Kavukcuoglu K, Hassabis D. Graves A, et al. Among authors: hassabis d. Nature. 2016 Oct 27;538(7626):471-476. doi: 10.1038/nature20101. Epub 2016 Oct 12. Nature. 2016. PMID: 27732574
Overcoming catastrophic forgetting in neural networks.
Kirkpatrick J, Pascanu R, Rabinowitz N, Veness J, Desjardins G, Rusu AA, Milan K, Quan J, Ramalho T, Grabska-Barwinska A, Hassabis D, Clopath C, Kumaran D, Hadsell R. Kirkpatrick J, et al. Among authors: hassabis d. Proc Natl Acad Sci U S A. 2017 Mar 28;114(13):3521-3526. doi: 10.1073/pnas.1611835114. Epub 2017 Mar 14. Proc Natl Acad Sci U S A. 2017. PMID: 28292907 Free PMC article.
Mastering the game of Go without human knowledge.
Silver D, Schrittwieser J, Simonyan K, Antonoglou I, Huang A, Guez A, Hubert T, Baker L, Lai M, Bolton A, Chen Y, Lillicrap T, Hui F, Sifre L, van den Driessche G, Graepel T, Hassabis D. Silver D, et al. Among authors: hassabis d. Nature. 2017 Oct 18;550(7676):354-359. doi: 10.1038/nature24270. Nature. 2017. PMID: 29052630
Vector-based navigation using grid-like representations in artificial agents.
Banino A, Barry C, Uria B, Blundell C, Lillicrap T, Mirowski P, Pritzel A, Chadwick MJ, Degris T, Modayil J, Wayne G, Soyer H, Viola F, Zhang B, Goroshin R, Rabinowitz N, Pascanu R, Beattie C, Petersen S, Sadik A, Gaffney S, King H, Kavukcuoglu K, Hassabis D, Hadsell R, Kumaran D. Banino A, et al. Among authors: hassabis d. Nature. 2018 May;557(7705):429-433. doi: 10.1038/s41586-018-0102-6. Epub 2018 May 9. Nature. 2018. PMID: 29743670 Free article.
Neural scene representation and rendering.
Eslami SMA, Jimenez Rezende D, Besse F, Viola F, Morcos AS, Garnelo M, Ruderman A, Rusu AA, Danihelka I, Gregor K, Reichert DP, Buesing L, Weber T, Vinyals O, Rosenbaum D, Rabinowitz N, King H, Hillier C, Botvinick M, Wierstra D, Kavukcuoglu K, Hassabis D. Eslami SMA, et al. Among authors: hassabis d. Science. 2018 Jun 15;360(6394):1204-1210. doi: 10.1126/science.aar6170. Science. 2018. PMID: 29903970
Human-level performance in 3D multiplayer games with population-based reinforcement learning.
Jaderberg M, Czarnecki WM, Dunning I, Marris L, Lever G, Castañeda AG, Beattie C, Rabinowitz NC, Morcos AS, Ruderman A, Sonnerat N, Green T, Deason L, Leibo JZ, Silver D, Hassabis D, Kavukcuoglu K, Graepel T. Jaderberg M, et al. Among authors: hassabis d. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
83 results