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Publications

Person writing with pen

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

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

Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice.

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

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

Experience replay supports non-local learning

Liu Y. et al, (2020)

Neuronal Computation Underlying Inferential Reasoning in Humans and Mice.

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

Transferring structural knowledge across cognitive maps in humans and models.

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

Episodic memory retrieval success is associated with rapid replay of episode content.

Wimmer GE. et al, (2020), Nat Neurosci, 23, 1025 - 1033

Combined model-free and model-sensitive reinforcement learning in non-human primates.

Miranda B. et al, (2020), PLoS Comput Biol, 16

Reinforcement Learning: Full Glass or Empty - Depends Who You Ask.

Bakermans JJW. et al, (2020), Curr Biol, 30, R321 - R324

Publishing in the time of COVID-19.

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

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