Dharshan Kumaran
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Explore the profile of Dharshan Kumaran including associated specialties, affiliations and a list of published articles.
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5107
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Recent Articles
1.
Lampinen A, Dasgupta I, Chan S, Sheahan H, Creswell A, Kumaran D, et al.
PNAS Nexus
. 2024 Jul;
3(7):pgae233.
PMID: 39015546
reasoning is a key ability for an intelligent system. Large language models (LMs) achieve above-chance performance on abstract reasoning tasks but exhibit many imperfections. However, human abstract reasoning is also...
2.
Kumaran D, Maguire E
PLoS Biol
. 2019 Aug;
17(8):e3000442.
PMID: 31412027
[This corrects the article DOI: 10.1371/journal.pbio.0040424.].
3.
Javadi A, Patai E, Marin-Garcia E, Margois A, Tan H, Kumaran D, et al.
Proc Biol Sci
. 2019 Aug;
286(1908):20191016.
PMID: 31362634
Successful navigation can require realizing the current path choice was a mistake and the best strategy is to retreat along the recent path: 'back-track'. Despite the wealth of studies on...
4.
Javadi A, Patai E, Marin-Garcia E, Margolis A, Tan H, Kumaran D, et al.
J Cogn Neurosci
. 2019 Apr;
31(8):1227-1247.
PMID: 30990386
Central to the concept of the "cognitive map" is that it confers behavioral flexibility, allowing animals to take efficient detours, exploit shortcuts, and avoid alluring, but unhelpful, paths. The neural...
5.
Silver D, Hubert T, Schrittwieser J, Antonoglou I, Lai M, Guez A, et al.
Science
. 2018 Dec;
362(6419):1140-1144.
PMID: 30523106
The game of chess is the longest-studied domain in the history of artificial intelligence. The strongest programs are based on a combination of sophisticated search techniques, domain-specific adaptations, and handcrafted...
6.
Koster R, Chadwick M, Chen Y, Berron D, Banino A, Duzel E, et al.
Neuron
. 2018 Sep;
99(6):1342-1354.e6.
PMID: 30236285
Recent evidence challenges the widely held view that the hippocampus is specialized for episodic memory, by demonstrating that it also underpins the integration of information across experiences. Contemporary computational theories...
7.
Wang J, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo J, et al.
Nat Neurosci
. 2018 May;
21(6):860-868.
PMID: 29760527
Over the past 20 years, neuroscience research on reward-based learning has converged on a canonical model, under which the neurotransmitter dopamine 'stamps in' associations between situations, actions and rewards by...
8.
Banino A, Barry C, Uria B, Blundell C, Lillicrap T, Mirowski P, et al.
Nature
. 2018 May;
557(7705):429-433.
PMID: 29743670
Deep neural networks have achieved impressive successes in fields ranging from object recognition to complex games such as Go. Navigation, however, remains a substantial challenge for artificial agents, with deep...
9.
Kirkpatrick J, Pascanu R, Rabinowitz N, Veness J, Desjardins G, Rusu A, et al.
Proc Natl Acad Sci U S A
. 2018 Feb;
115(11):E2498.
PMID: 29463734
No abstract available.
10.
Berron D, Neumann K, Maass A, Schutze H, Fliessbach K, Kiven V, et al.
Neurobiol Aging
. 2018 Feb;
65:86-97.
PMID: 29454154
There is now converging evidence from studies in animals and humans that the medial temporal lobes (MTLs) harbor anatomically distinct processing pathways for object and scene information. Recent functional magnetic...