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Items: 1 to 50 of 52

1.

Protein structure prediction using multiple deep neural networks in 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.

Proteins. 2019 Oct 10. doi: 10.1002/prot.25834. [Epub ahead of print]

PMID:
31602685
2.

A clinically applicable approach to continuous prediction of future acute kidney injury.

Tomašev N, Glorot X, Rae JW, Zielinski M, Askham H, Saraiva A, Mottram A, Meyer C, Ravuri S, Protsyuk I, Connell A, Hughes CO, Karthikesalingam A, Cornebise J, Montgomery H, Rees G, Laing C, Baker CR, Peterson K, Reeves R, Hassabis D, King D, Suleyman M, Back T, Nielson C, Ledsam JR, Mohamed S.

Nature. 2019 Aug;572(7767):116-119. doi: 10.1038/s41586-019-1390-1. Epub 2019 Jul 31.

PMID:
31367026
3.

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.

Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249.

PMID:
31147514
4.

Slow escape decisions are swayed by trait anxiety.

Fung BJ, Qi S, Hassabis D, Daw N, Mobbs D.

Nat Hum Behav. 2019 Jul;3(7):702-708. doi: 10.1038/s41562-019-0595-5. Epub 2019 May 20.

PMID:
31110337
5.

Reinforcement Learning, Fast and Slow.

Botvinick M, Ritter S, Wang JX, Kurth-Nelson Z, Blundell C, Hassabis D.

Trends Cogn Sci. 2019 May;23(5):408-422. doi: 10.1016/j.tics.2019.02.006. Epub 2019 Apr 16. Review.

6.

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play.

Silver D, Hubert T, Schrittwieser J, Antonoglou I, Lai M, Guez A, Lanctot M, Sifre L, Kumaran D, Graepel T, Lillicrap T, Simonyan K, Hassabis D.

Science. 2018 Dec 7;362(6419):1140-1144. doi: 10.1126/science.aar6404.

PMID:
30523106
7.

Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes.

Koster R, Chadwick MJ, Chen Y, Berron D, Banino A, Düzel E, Hassabis D, Kumaran D.

Neuron. 2018 Sep 19;99(6):1342-1354.e6. doi: 10.1016/j.neuron.2018.08.009.

8.

Clinically applicable deep learning for diagnosis and referral in retinal disease.

De Fauw J, Ledsam JR, Romera-Paredes B, Nikolov S, Tomasev N, Blackwell S, Askham H, Glorot X, O'Donoghue B, Visentin D, van den Driessche G, Lakshminarayanan B, Meyer C, Mackinder F, Bouton S, Ayoub K, Chopra R, King D, Karthikesalingam A, Hughes CO, Raine R, Hughes J, Sim DA, Egan C, Tufail A, Montgomery H, Hassabis D, Rees G, Back T, Khaw PT, Suleyman M, Cornebise J, Keane PA, Ronneberger O.

Nat Med. 2018 Sep;24(9):1342-1350. doi: 10.1038/s41591-018-0107-6. Epub 2018 Aug 13.

PMID:
30104768
9.

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.

Science. 2018 Jun 15;360(6394):1204-1210. doi: 10.1126/science.aar6170.

PMID:
29903970
10.

Prefrontal cortex as a meta-reinforcement learning system.

Wang JX, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M.

Nat Neurosci. 2018 Jun;21(6):860-868. doi: 10.1038/s41593-018-0147-8. Epub 2018 May 14.

PMID:
29760527
11.

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.

Nature. 2018 May;557(7705):429-433. doi: 10.1038/s41586-018-0102-6. Epub 2018 May 9.

PMID:
29743670
12.

How cognitive and reactive fear circuits optimize escape decisions in humans.

Qi S, Hassabis D, Sun J, Guo F, Daw N, Mobbs D.

Proc Natl Acad Sci U S A. 2018 Mar 20;115(12):3186-3191. doi: 10.1073/pnas.1712314115. Epub 2018 Mar 5.

13.

Reply to Huszár: The elastic weight consolidation penalty is empirically valid.

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.

Proc Natl Acad Sci U S A. 2018 Mar 13;115(11):E2498. doi: 10.1073/pnas.1800157115. Epub 2018 Feb 20. No abstract available.

14.

Building machines that learn and think for themselves.

Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, Weber T, Wierstra D, Legg S, Hassabis D.

Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048.

PMID:
29342685
15.

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.

Nature. 2017 Oct 18;550(7676):354-359. doi: 10.1038/nature24270.

PMID:
29052630
16.

Neuroscience-Inspired Artificial Intelligence.

Hassabis D, Kumaran D, Summerfield C, Botvinick M.

Neuron. 2017 Jul 19;95(2):245-258. doi: 10.1016/j.neuron.2017.06.011. Review.

17.

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.

Proc Natl Acad Sci U S A. 2017 Mar 28;114(13):3521-3526. doi: 10.1073/pnas.1611835114. Epub 2017 Mar 14.

18.

Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information.

Kumaran D, Banino A, Blundell C, Hassabis D, Dayan P.

Neuron. 2016 Dec 7;92(5):1135-1147. doi: 10.1016/j.neuron.2016.10.052.

19.

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.

Nature. 2016 Oct 27;538(7626):471-476. doi: 10.1038/nature20101. Epub 2016 Oct 12.

PMID:
27732574
20.

Semantic representations in the temporal pole predict false memories.

Chadwick MJ, Anjum RS, Kumaran D, Schacter DL, Spiers HJ, Hassabis D.

Proc Natl Acad Sci U S A. 2016 Sep 6;113(36):10180-5. doi: 10.1073/pnas.1610686113. Epub 2016 Aug 22.

21.

Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization.

Banino A, Koster R, Hassabis D, Kumaran D.

Sci Rep. 2016 Aug 11;6:31330. doi: 10.1038/srep31330.

22.

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated.

Kumaran D, Hassabis D, McClelland JL.

Trends Cogn Sci. 2016 Jul;20(7):512-534. doi: 10.1016/j.tics.2016.05.004. Review.

PMID:
27315762
23.

Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network.

Balaguer J, Spiers H, Hassabis D, Summerfield C.

Neuron. 2016 May 18;90(4):893-903. doi: 10.1016/j.neuron.2016.03.037.

24.

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.

Nature. 2016 Jan 28;529(7587):484-9. doi: 10.1038/nature16961.

PMID:
26819042
25.

Hippocampal place cells construct reward related sequences through unexplored space.

Ólafsdóttir HF, Barry C, Saleem AB, Hassabis D, Spiers HJ.

Elife. 2015 Jun 26;4:e06063. doi: 10.7554/eLife.06063.

26.

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.

Nature. 2015 Feb 26;518(7540):529-33. doi: 10.1038/nature14236.

PMID:
25719670
27.

A goal direction signal in the human entorhinal/subicular region.

Chadwick MJ, Jolly AE, Amos DP, Hassabis D, Spiers HJ.

Curr Biol. 2015 Jan 5;25(1):87-92. doi: 10.1016/j.cub.2014.11.001. Epub 2014 Dec 18.

28.

Foraging under competition: the neural basis of input-matching in humans.

Mobbs D, Hassabis D, Yu R, Chu C, Rushworth M, Boorman E, Dalgleish T.

J Neurosci. 2013 Jun 5;33(23):9866-72. doi: 10.1523/JNEUROSCI.2238-12.2013.

29.

Imagine all the people: how the brain creates and uses personality models to predict behavior.

Hassabis D, Spreng RN, Rusu AA, Robbins CA, Mar RA, Schacter DL.

Cereb Cortex. 2014 Aug;24(8):1979-87. doi: 10.1093/cercor/bht042. Epub 2013 Mar 5.

30.

The future of memory: remembering, imagining, and the brain.

Schacter DL, Addis DR, Hassabis D, Martin VC, Spreng RN, Szpunar KK.

Neuron. 2012 Nov 21;76(4):677-94. doi: 10.1016/j.neuron.2012.11.001. Review.

31.

Detecting representations of recent and remote autobiographical memories in vmPFC and hippocampus.

Bonnici HM, Chadwick MJ, Lutti A, Hassabis D, Weiskopf N, Maguire EA.

J Neurosci. 2012 Nov 21;32(47):16982-91. doi: 10.1523/JNEUROSCI.2475-12.2012.

32.

Multi-voxel pattern analysis in human hippocampal subfields.

Bonnici HM, Chadwick MJ, Kumaran D, Hassabis D, Weiskopf N, Maguire EA.

Front Hum Neurosci. 2012 Oct 18;6:290. doi: 10.3389/fnhum.2012.00290. eCollection 2012.

33.

Scene construction in amnesia: an FMRI study.

Mullally SL, Hassabis D, Maguire EA.

J Neurosci. 2012 Apr 18;32(16):5646-53. doi: 10.1523/JNEUROSCI.5522-11.2012.

34.

Turing centenary: Is the brain a good model for machine intelligence?

Brooks R, Hassabis D, Bray D, Shashua A.

Nature. 2012 Feb 22;482(7386):462-3. doi: 10.1038/482462a. No abstract available.

PMID:
22358812
35.

Decoding overlapping memories in the medial temporal lobes using high-resolution fMRI.

Chadwick MJ, Hassabis D, Maguire EA.

Learn Mem. 2011 Nov 15;18(12):742-6. doi: 10.1101/lm.023671.111. Print 2011 Dec.

36.

Decoding representations of scenes in the medial temporal lobes.

Bonnici HM, Kumaran D, Chadwick MJ, Weiskopf N, Hassabis D, Maguire EA.

Hippocampus. 2012 May;22(5):1143-53. doi: 10.1002/hipo.20960. Epub 2011 Jun 8.

37.

Role of the hippocampus in imagination and future thinking.

Maguire EA, Hassabis D.

Proc Natl Acad Sci U S A. 2011 Mar 15;108(11):E39. doi: 10.1073/pnas.1018876108. Epub 2011 Mar 3. No abstract available.

38.

Imagining fictitious and future experiences: evidence from developmental amnesia.

Maguire EA, Vargha-Khadem F, Hassabis D.

Neuropsychologia. 2010 Sep;48(11):3187-92. doi: 10.1016/j.neuropsychologia.2010.06.037. Epub 2010 Jul 11.

39.

Decoding individual episodic memory traces in the human hippocampus.

Chadwick MJ, Hassabis D, Weiskopf N, Maguire EA.

Curr Biol. 2010 Mar 23;20(6):544-7. doi: 10.1016/j.cub.2010.01.053. Epub 2010 Mar 11.

40.

Differential engagement of brain regions within a 'core' network during scene construction.

Summerfield JJ, Hassabis D, Maguire EA.

Neuropsychologia. 2010 Apr;48(5):1501-9. doi: 10.1016/j.neuropsychologia.2010.01.022. Epub 2010 Feb 2.

41.

From threat to fear: the neural organization of defensive fear systems in humans.

Mobbs D, Marchant JL, Hassabis D, Seymour B, Tan G, Gray M, Petrovic P, Dolan RJ, Frith CD.

J Neurosci. 2009 Sep 30;29(39):12236-43. doi: 10.1523/JNEUROSCI.2378-09.2009.

42.

Tracking the emergence of conceptual knowledge during human decision making.

Kumaran D, Summerfield JJ, Hassabis D, Maguire EA.

Neuron. 2009 Sep 24;63(6):889-901. doi: 10.1016/j.neuron.2009.07.030.

43.

Autobiographical memory in semantic dementia: a longitudinal fMRI study.

Maguire EA, Kumaran D, Hassabis D, Kopelman MD.

Neuropsychologia. 2010 Jan;48(1):123-36. doi: 10.1016/j.neuropsychologia.2009.08.020.

44.

Choking on the money: reward-based performance decrements are associated with midbrain activity.

Mobbs D, Hassabis D, Seymour B, Marchant JL, Weiskopf N, Dolan RJ, Frith CD.

Psychol Sci. 2009 Aug;20(8):955-62. doi: 10.1111/j.1467-9280.2009.02399.x. Epub 2009 Jul 6.

45.

The construction system of the brain.

Hassabis D, Maguire EA.

Philos Trans R Soc Lond B Biol Sci. 2009 May 12;364(1521):1263-71. doi: 10.1098/rstb.2008.0296. Review.

46.

Decoding neuronal ensembles in the human hippocampus.

Hassabis D, Chu C, Rees G, Weiskopf N, Molyneux PD, Maguire EA.

Curr Biol. 2009 Apr 14;19(7):546-54. doi: 10.1016/j.cub.2009.02.033. Epub 2009 Mar 12.

47.

Cortical midline involvement in autobiographical memory.

Summerfield JJ, Hassabis D, Maguire EA.

Neuroimage. 2009 Feb 1;44(3):1188-200. doi: 10.1016/j.neuroimage.2008.09.033. Epub 2008 Oct 10.

48.

Using imagination to understand the neural basis of episodic memory.

Hassabis D, Kumaran D, Maguire EA.

J Neurosci. 2007 Dec 26;27(52):14365-74.

49.

When fear is near: threat imminence elicits prefrontal-periaqueductal gray shifts in humans.

Mobbs D, Petrovic P, Marchant JL, Hassabis D, Weiskopf N, Seymour B, Dolan RJ, Frith CD.

Science. 2007 Aug 24;317(5841):1079-83.

50.

Deconstructing episodic memory with construction.

Hassabis D, Maguire EA.

Trends Cogn Sci. 2007 Jul;11(7):299-306. Epub 2007 Jun 4.

PMID:
17548229

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