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Publications

How do (perceptual) distracters distract?

Dumbalska T. et al, (2022), PLoS Comput Biol, 18

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons.

Higgins I. et al, (2021), Nat Commun, 12

A Normative Account of Confirmation Bias During Reinforcement Learning.

Lefebvre G. et al, (2021), Neural Comput, 1 - 31

Normative Principles for Decision-Making in Natural Environments.

Summerfield C. and Parpart P., (2021), Annu Rev Psychol

Correction for Dumbalska et al., A map of decoy influence in human multialternative choice.

(2021), Proc Natl Acad Sci U S A, 118

Neural state space alignment for magnitude generalization in humans and recurrent networks.

Sheahan H. et al, (2021), Neuron, 109, 1214 - 1226.e8

Hippocampal place cells encode global location but not connectivity in a complex space.

Duvelle É. et al, (2021), Curr Biol, 31, 1221 - 1233.e9

Optimal utility and probability functions for agents with finite computational precision.

Juechems K. et al, (2021), Proc Natl Acad Sci U S A, 118

If deep learning is the answer, what is the question?

Saxe A. et al, (2021), Nat Rev Neurosci, 22, 55 - 67

A map of decoy influence in human multialternative choice.

Dumbalska T. et al, (2020), Proc Natl Acad Sci U S A, 117, 25169 - 25178

How does value distract?

Summerfield C. and Dumbalska T., (2020), Nat Hum Behav, 4

How Can Neuroscientists Respond to the Climate Emergency?

Aron AR. et al, (2020), Neuron, 106, 17 - 20

Selective Integration during Sequential Sampling in Posterior Neural Signals.

Luyckx F. et al, (2020), Cereb Cortex

Characterizing emergent representations in a space of candidate learning rules for deep networks

Cao Y. et al, (2020), Advances in Neural Information Processing Systems, 2020-December

Structure learning and the posterior parietal cortex.

Summerfield C. et al, (2020), Prog Neurobiol, 184

Where Does Value Come From?

Juechems K. and Summerfield C., (2019), Trends Cogn Sci, 23, 836 - 850

Causal Inference in the Multisensory Brain.

Cao Y. et al, (2019), Neuron, 102, 1076 - 1087.e8

Human noise blindness drives suboptimal cognitive inference.

Herce Castañón S. et al, (2019), Nat Commun, 10

Neural structure mapping in human probabilistic reward learning.

Luyckx F. et al, (2019), Elife, 8

A Network for Computing Value Equilibrium in the Human Medial Prefrontal Cortex.

Juechems K. et al, (2019), Neuron, 101, 977 - 987.e3

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