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Publications

The human brain reactivates context-specific past information at event boundaries of naturalistic experiences.

Hahamy A. et al, (2023), Nat Neurosci, 26, 1080 - 1089

Replay and compositional computation.

Kurth-Nelson Z. et al, (2023), Neuron

Peer review without gatekeeping.

Eisen MB. et al, (2022), Elife, 11

Complementary task representations in hippocampus and prefrontal cortex for generalizing the structure of problems.

Samborska V. et al, (2022), Nat Neurosci, 25, 1314 - 1326

How to build a cognitive map.

Whittington JCR. et al, (2022), Nat Neurosci, 25, 1257 - 1272

Decoding cognition from spontaneous neural activity.

Liu Y. et al, (2022), Nat Rev Neurosci, 23, 204 - 214

Spatiotemporally resolved multivariate pattern analysis for M/EEG.

Higgins C. et al, (2022), Hum Brain Mapp

Reinforcement learning: Dopamine ramps with fuzzy value estimates.

Whittington JCR. and Behrens TEJ., (2022), Curr Biol, 32, R213 - R215

Spatiotemporally Resolved Multivariate Pattern Analysis for M/EEG

HIGGINS C. et al, (2022), Human Brain Mapping

RELATING TRANSFORMERS TO MODELS AND NEURAL REPRESENTATIONS OF THE HIPPOCAMPAL FORMATION

Whittington JCR. et al, (2022), ICLR 2022 - 10th International Conference on Learning Representations

Temporally delayed linear modelling (TDLM) measures replay in both animals and humans.

Liu Y. et al, (2021), Elife, 10

Experience replay is associated with efficient nonlocal learning.

Liu Y. et al, (2021), Science, 372

Replay bursts in humans coincide with activation of the default mode and parietal alpha networks.

Higgins C. et al, (2021), Neuron, 109, 882 - 893.e7

PREDICTION AND GENERALISATION OVER DIRECTED ACTIONS BY GRID CELLS

Yu C. et al, (2021), ICLR 2021 - 9th International Conference on Learning Representations

Entorhinal and ventromedial prefrontal cortices abstract and generalize the structure of reinforcement learning problems.

Baram AB. et al, (2020), Neuron

Implementing a "publish, then review" model of publishing.

Eisen MB. et al, (2020), Elife, 9

The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation.

Whittington JCR. et al, (2020), Cell

Neuronal Computation Underlying Inferential Reasoning in Humans and Mice.

Barron HC. et al, (2020), Cell, 183, 228 - 243.e21

Neuronal computation underlying inferential reasoning in humans and mice

DUPRET D. et al, (2020), Cell

Transferring structural knowledge across cognitive maps in humans and models.

Mark S. et al, (2020), Nat Commun, 11

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