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Items: 1 to 50 of 105

1.

Prefrontal Dynamics Associated with Efficient Detours and Shortcuts: A Combined Functional Magnetic Resonance Imaging and Magnetoencenphalography Study.

Javadi AH, Patai EZ, Marin-Garcia E, Margolis A, Tan HM, Kumaran D, Nardini M, Penny W, Duzel E, Dayan P, Spiers HJ.

J Cogn Neurosci. 2019 Apr 16:1-21. doi: 10.1162/jocn_a_01414. [Epub ahead of print]

PMID:
30990386
2.

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
3.

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.

PMID:
30236285
4.

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
5.

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
6.

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.

7.

Does Treatment Order Matter? Investigating the Ability of Bacteriophage to Augment Antibiotic Activity against Staphylococcus aureus Biofilms.

Kumaran D, Taha M, Yi Q, Ramirez-Arcos S, Diallo JS, Carli A, Abdelbary H.

Front Microbiol. 2018 Feb 5;9:127. doi: 10.3389/fmicb.2018.00127. eCollection 2018.

8.

Age-related functional changes in domain-specific medial temporal lobe pathways.

Berron D, Neumann K, Maass A, Schütze H, Fliessbach K, Kiven V, Jessen F, Sauvage M, Kumaran D, Düzel E.

Neurobiol Aging. 2018 May;65:86-97. doi: 10.1016/j.neurobiolaging.2017.12.030. Epub 2018 Jan 31.

9.

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
10.

Prior preferences beneficially influence social and non-social learning.

Tarantola T, Kumaran D, Dayan P, De Martino B.

Nat Commun. 2017 Oct 10;8(1):817. doi: 10.1038/s41467-017-00826-8.

11.

Enhancing blood donor skin disinfection using natural oils.

Alabdullatif M, Boujezza I, Mekni M, Taha M, Kumaran D, Yi QL, Landoulsi A, Ramirez-Arcos S.

Transfusion. 2017 Dec;57(12):2920-2927. doi: 10.1111/trf.14298. Epub 2017 Sep 14.

PMID:
28905380
12.

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.

13.

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.

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.

15.

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.

16.

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.

17.

Strong Evidence for Pattern Separation in Human Dentate Gyrus.

Berron D, Schütze H, Maass A, Cardenas-Blanco A, Kuijf HJ, Kumaran D, Düzel E.

J Neurosci. 2016 Jul 20;36(29):7569-79. doi: 10.1523/JNEUROSCI.0518-16.2016.

18.

Carcinoma of Gall bladder with distant metastasis to breast parenchyma. Report of a case and review of literature.

Kumaran D, Anamalai M, Velu U, Nambirajan A, Julka PK.

J Egypt Natl Canc Inst. 2016 Dec;28(4):263-266. doi: 10.1016/j.jnci.2016.06.002. Epub 2016 Jul 2.

19.

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
20.

Management of Locally Advanced Carcinoma Oesophagus with Radiation/Chemoradiation: Single Institute Experience.

Kumaran D, John S, Isiah R, Das S.

J Gastrointest Cancer. 2016 Sep;47(3):313-7. doi: 10.1007/s12029-016-9825-5. Review.

PMID:
27146042
21.

Noninvasive pH monitoring for bacterial detection in platelet concentrates.

Loza-Correa M, Perkins H, Kumaran D, Kou Y, Qaisar R, Geelhood S, Ramirez-Arcos S.

Transfusion. 2016 Jun;56(6):1348-55. doi: 10.1111/trf.13557. Epub 2016 Mar 29.

PMID:
27028108
22.

Postural sway in diabetic peripheral neuropathy among Indian elderly.

Dixit S, Maiya A, Shasthry BA, Kumaran DS, Guddattu V.

Indian J Med Res. 2015 Dec;142(6):713-20. doi: 10.4103/0971-5916.174562.

23.

β-Hydroxyacyl-acyl Carrier Protein Dehydratase (FabZ) from Francisella tularensis and Yersinia pestis: Structure Determination, Enzymatic Characterization, and Cross-Inhibition Studies.

McGillick BE, Kumaran D, Vieni C, Swaminathan S.

Biochemistry. 2016 Feb 23;55(7):1091-9. doi: 10.1021/acs.biochem.5b00832. Epub 2016 Feb 9.

PMID:
26818694
24.

Context-specific activation of hippocampus and SN/VTA by reward is related to enhanced long-term memory for embedded objects.

Loh E, Kumaran D, Koster R, Berron D, Dolan R, Duzel E.

Neurobiol Learn Mem. 2016 Oct;134 Pt A:65-77. doi: 10.1016/j.nlm.2015.11.018. Epub 2015 Dec 17.

25.

Interactions of a potent cyclic peptide inhibitor with the light chain of botulinum neurotoxin A: Insights from X-ray crystallography.

Kumaran D, Adler M, Levit M, Krebs M, Sweeney R, Swaminathan S.

Bioorg Med Chem. 2015 Nov 15;23(22):7264-73. doi: 10.1016/j.bmc.2015.10.024. Epub 2015 Oct 17.

PMID:
26522088
26.

Ventromedial prefrontal cortex drives hippocampal theta oscillations induced by mismatch computations.

Garrido MI, Barnes GR, Kumaran D, Maguire EA, Dolan RJ.

Neuroimage. 2015 Oct 15;120:362-70. doi: 10.1016/j.neuroimage.2015.07.016. Epub 2015 Jul 14.

27.

Damage to the Ventromedial Prefrontal Cortex Impairs Learning from Observed Outcomes.

Kumaran D, Warren DE, Tranel D.

Cereb Cortex. 2015 Nov;25(11):4504-18. doi: 10.1093/cercor/bhv080. Epub 2015 Apr 24.

28.

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
29.

Genetic characterization of Spinocerebellar ataxia 1 in a South Indian cohort.

Kumaran D, Balagopal K, Tharmaraj RG, Aaron S, George K, Muliyil J, Sivadasan A, Danda S, Alexander M, Hasan G.

BMC Med Genet. 2014 Oct 25;15:114. doi: 10.1186/s12881-014-0114-5.

30.

Frontoparietal representations of task context support the flexible control of goal-directed cognition.

Waskom ML, Kumaran D, Gordon AM, Rissman J, Wagner AD.

J Neurosci. 2014 Aug 6;34(32):10743-55. doi: 10.1523/JNEUROSCI.5282-13.2014.

31.
32.

Adhesion of anaerobic bacteria to platelet containers.

Kumaran D, Kalab M, Rood IG, de Korte D, Ramirez-Arcos S.

Vox Sang. 2014 Aug;107(2):188-91. doi: 10.1111/vox.12141. Epub 2014 Mar 6.

PMID:
24602052
33.

Dissociation between dorsal and ventral posterior parietal cortical responses to incidental changes in natural scenes.

Howard LR, Kumaran D, Ólafsdóttir HF, Spiers HJ.

PLoS One. 2013 Jul 9;8(7):e67988. doi: 10.1371/journal.pone.0067988. Print 2013.

34.

Transitivity performance, relational hierarchy knowledge and awareness: results of an instructional framing manipulation.

Kumaran D, Ludwig H.

Hippocampus. 2013 Dec;23(12):1259-68. doi: 10.1002/hipo.22163. Epub 2013 Aug 5.

35.

Schema-driven facilitation of new hierarchy learning in the transitive inference paradigm.

Kumaran D.

Learn Mem. 2013 Jun 19;20(7):388-94. doi: 10.1101/lm.030296.113.

36.

Biofilm formation by Staphylococcus capitis strains isolated from contaminated platelet concentrates.

Greco-Stewart VS, Ali H, Kumaran D, Kalab M, Rood IG, de Korte D, Ramírez-Arcos S.

J Med Microbiol. 2013 Jul;62(Pt 7):1051-9. doi: 10.1099/jmm.0.050500-0. Epub 2013 Apr 4. Erratum in: J Med Microbiol. 2013 Dec;62(Pt 12):1917.

PMID:
23558135
37.

Bacterial growth in red blood cell units exposed to uncontrolled temperatures: challenging the 30-minute rule.

Ramirez-Arcos S, Perkins H, Kou Y, Mastronardi C, Kumaran D, Taha M, Yi QL, McLaughlin N, Kahwash E, Lin Y, Acker J.

Vox Sang. 2013 Aug;105(2):100-7. doi: 10.1111/vox.12027. Epub 2013 Feb 9.

PMID:
23398307
38.

Functional annotation and three-dimensional structure of an incorrectly annotated dihydroorotase from cog3964 in the amidohydrolase superfamily.

Ornelas A, Korczynska M, Ragumani S, Kumaran D, Narindoshvili T, Shoichet BK, Swaminathan S, Raushel FM.

Biochemistry. 2013 Jan 8;52(1):228-38. doi: 10.1021/bi301483z. Epub 2012 Dec 20.

39.

Structure of a periplasmic glucose-binding protein from Thermotoga maritima.

Palani K, Kumaran D, Burley SK, Swaminathan S.

Acta Crystallogr Sect F Struct Biol Cryst Commun. 2012 Dec 1;68(Pt 12):1460-4. doi: 10.1107/S1744309112045241. Epub 2012 Nov 19.

40.

The emergence and representation of knowledge about social and nonsocial hierarchies.

Kumaran D, Melo HL, Duzel E.

Neuron. 2012 Nov 8;76(3):653-66. doi: 10.1016/j.neuron.2012.09.035.

41.

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.

42.

Generalization through the recurrent interaction of episodic memories: a model of the hippocampal system.

Kumaran D, McClelland JL.

Psychol Rev. 2012 Jul;119(3):573-616. doi: 10.1037/a0028681.

43.

What representations and computations underpin the contribution of the hippocampus to generalization and inference?

Kumaran D.

Front Hum Neurosci. 2012 Jun 4;6:157. doi: 10.3389/fnhum.2012.00157. eCollection 2012.

44.

Peptide inhibitors of botulinum neurotoxin serotype A: design, inhibition, cocrystal structures, structure-activity relationship and pharmacophore modeling.

Kumar G, Kumaran D, Ahmed SA, Swaminathan S.

Acta Crystallogr D Biol Crystallogr. 2012 May;68(Pt 5):511-20. doi: 10.1107/S0907444912003551. Epub 2012 Apr 17.

PMID:
22525749
45.

Heterologous expression and purification of Arabidopsis thaliana VIM1 protein: in vitro evidence for its inability to recognize hydroxymethylcytosine, a rare base in Arabidopsis DNA.

Yao Q, Song CX, He C, Kumaran D, Dunn JJ.

Protein Expr Purif. 2012 May;83(1):104-11. doi: 10.1016/j.pep.2012.03.003. Epub 2012 Mar 20.

PMID:
22459921
46.

Resistance/response molecular signature for oral tongue squamous cell carcinoma.

Suresh A, Vannan M, Kumaran D, Gümüs ZH, Sivadas P, Murugaian EE, Kekatpure V, Iyer S, Thangaraj K, Kuriakose MA.

Dis Markers. 2012;32(1):51-64. doi: 10.3233/DMA-2012-0860.

47.

Free chelatable zinc modulates the cholinergic function during hypobaric hypoxia-induced neuronal damage: an in vivo study.

Udayabanu M, Kumaran D, Katyal A.

Neuroscience. 2012 Jan 27;202:434-45. doi: 10.1016/j.neuroscience.2011.11.022. Epub 2011 Nov 28.

PMID:
22138153
48.

The catalase activity of diiron adenine deaminase.

Kamat SS, Holmes-Hampton GP, Bagaria A, Kumaran D, Tichy SE, Gheyi T, Zheng X, Bain K, Groshong C, Emtage S, Sauder JM, Burley SK, Swaminathan S, Lindahl PA, Raushel FM.

Protein Sci. 2011 Dec;20(12):2080-94. doi: 10.1002/pro.748. Epub 2011 Nov 9.

49.

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.

50.

Double dissociation between hippocampal and parahippocampal responses to object-background context and scene novelty.

Howard LR, Kumaran D, Ólafsdóttir HF, Spiers HJ.

J Neurosci. 2011 Apr 6;31(14):5253-61. doi: 10.1523/JNEUROSCI.6055-10.2011.

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