Dharshan Kumaran

Neuroscience · Life Sciences

47h-index53.6kcitations82works7.32yr avg
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Research Topics

Memory and Neural Mechanisms(42), Neuroscience and Neuropharmacology Research(23), Neural dynamics and brain function(20), Neural and Behavioral Psychology Studies(12), Memory Processes and Influences(11)

Publications82 total

How Overconfidence in Initial Choices and Underconfidence Under Criticism Modulate Change of Mind in Large Language Models
ArXiv.org·2025Open Access
Disease detection and doctor recommendation using machine learning
2024Open Access
Language models, like humans, show content effects on reasoning tasks
PNAS Nexus·2024· 46 citedOpen Access
Transformers need glasses! Information over-squashing in language tasks
arXiv (Cornell University)·2024· 1 citedOpen Access
Synth$^2$: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
arXiv (Cornell University)·2024· 3 citedOpen Access
Estimation of Neurological Diseases and Age Using Brain MRI
Smart innovation, systems and technologies·2024· 1 cited
Transformers need glasses! Information over-squashing in language tasks
2024
Transformers generalize differently from information stored in context vs in weights
arXiv (Cornell University)·2022· 11 citedOpen Access
Language models show human-like content effects on reasoning tasks
arXiv (Cornell University)·2022· 52 citedOpen Access
A model of egocentric to allocentric understanding in mammalian brains
2020· 51 citedOpen Access
MEMO: A Deep Network for Flexible Combination of Episodic Memories
arXiv (Cornell University)·2020· 7 citedOpen Access
Correction: An Unexpected Sequence of Events: Mismatch Detection in the Human Hippocampus
PLoS Biology·2019· 5 citedOpen Access
Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the ‘default-mode’ network
Proceedings of the Royal Society B Biological Sciences·2019· 30 citedOpen Access
Prefrontal Dynamics Associated with Efficient Detours and Shortcuts: A Combined Functional Magnetic Resonance Imaging and Magnetoencenphalography Study
Journal of Cognitive Neuroscience·2019· 35 citedOpen Access
A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
Science·2018· 3.4k cited
Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes
Neuron·2018· 205 citedOpen Access
Neural signatures of detours, shortcuts and back-tracking during navigation
2018· 1 cited
Human back-tracking behaviour is associated with suppression of default-mode region activity and enhanced dorsal anterior cingulate activity
2018Open Access
Prefrontal cortex as a meta-reinforcement learning system
Nature Neuroscience·2018· 582 cited
Vector-based navigation using grid-like representations in artificial agents
Nature·2018· 712 cited
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Frequent Co-authors

Demis Hassabis(22), Eleanor A. Maguire(14), Andrea Banino(6), Martin J. Chadwick(5), Hubert Soyer(5), Razvan Pascanu(4), Raia Hadsell(4), Benedetto De Martino(4), Raymond J. Dolan(4), Charles Blundell(4), James L. McClelland(4), Emrah Düzel(4), G.D. Honey(4), R.A.E. Honey(4), Paul C. Fletcher(4), Koray Kavukcuoglu(3), David Silver(3), Andrei A. Rusu(3), Joel Veness(3), Ioannis Antonoglou(3)