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A Normative Account of Confirmation Bias During Reinforcement Learning.

Journal article

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

Normative Principles for Decision-Making in Natural Environments.

Journal article

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

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

Journal article

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

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

Journal article

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

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

Journal article

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

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

Journal article

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

A map of decoy influence in human multialternative choice.

Journal article

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

How does value distract?

Journal article

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

How Can Neuroscientists Respond to the Climate Emergency?

Journal article

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

Selective Integration during Sequential Sampling in Posterior Neural Signals.

Journal article

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

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

Conference paper

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

Structure learning and the posterior parietal cortex.

Journal article

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

Where Does Value Come From?

Journal article

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

Causal Inference in the Multisensory Brain.

Journal article

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

Human noise blindness drives suboptimal cognitive inference.

Journal article

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

Neural structure mapping in human probabilistic reward learning.

Journal article

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

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

Journal article

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

Comparing continual task learning in minds and machines.

Journal article

Flesch T. et al, (2018), Proc Natl Acad Sci U S A, 115, E10313 - E10322

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