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What have we learned about artificial intelligence from studying the brain?. Biological Cybernetics 118, 1 - 5 (2024).
Structure learning principles of stereotype change. Psychonomic Bulletin & Review 30, 1273 - 1293 (2023).
An approximate representation of objects underlies physical reasoning. psyArXiv (2022). at <https://psyarxiv.com/vebu5/>
Mental control of uncertainty. Cognitive, Affective, & Behavioral Neuroscience 23, 465 - 475 (2022).
Confidence and central tendency in perceptual judgment. Attention, Perception, & Psychophysics 83, 3024 - 3034 (2021).
Flexible modulation of sequence generation in the entorhinal-hippocampal system. Nature Neuroscience (2021). doi:10.1038/s41593-021-00831-7
Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11, (2021).
Moral dynamics: Grounding moral judgment in intuitive physics and intuitive psychology. Cognition 217, 104890 (2021).
Multi-task reinforcement learning in humans. Nature Human Behaviour (2021). doi:10.1038/s41562-020-01035-y
Analyzing Machine‐Learned Representations: A Natural Language Case Study. Cognitive Science 44, (2020).
Hierarchical structure is employed by humans during visual motion perception. Proceedings of the National Academy of Sciences 117, 24581 - 24589 (2020).
Origin of perseveration in the trade-off between reward and complexity. Cognition 204, 104394 (2020).
Hard choices: Children’s understanding of the cost of action selection. . Cognitive Science Society (2019). phk_cogsci_2019_final.pdf (276.14 KB)
Hippocampal Remapping as Hidden State Inference. (2019). doi:https://doi.org/10.1101/743260 CBMM-Memo-101.pdf (12.78 MB)