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Items: 44


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


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.


Deconstructing episodic memory with construction.

Hassabis D, Maguire EA.

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


Impaired spatial and non-spatial configural learning in patients with hippocampal pathology.

Kumaran D, Hassabis D, Spiers HJ, Vann SD, Vargha-Khadem F, Maguire EA.

Neuropsychologia. 2007 Sep 20;45(12):2699-711. Epub 2007 Apr 13.


Patients with hippocampal amnesia cannot imagine new experiences.

Hassabis D, Kumaran D, Vann SD, Maguire EA.

Proc Natl Acad Sci U S A. 2007 Jan 30;104(5):1726-31. Epub 2007 Jan 17.

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