About the Authors

Quentin J. M. Huys

Contributed equally to this work with: Quentin J. M. Huys, Neir Eshel

qhuys@cantab.net

Affiliations Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom, Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom, Guy's and St. Thomas' NHS Foundation Trust, London, United Kingdom

Neir Eshel

Contributed equally to this work with: Quentin J. M. Huys, Neir Eshel

Current address: Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America

Affiliation UCL Institute of Cognitive Neuroscience, London, United Kingdom

Elizabeth O'Nions

Affiliation UCL Institute of Cognitive Neuroscience, London, United Kingdom

Luke Sheridan

Affiliation UCL Institute of Cognitive Neuroscience, London, United Kingdom

Peter Dayan

Affiliation Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom

Jonathan P. Roiser

Affiliation UCL Institute of Cognitive Neuroscience, London, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: QJMH NE PD JPR. Performed the experiments: NE EO LS. Analyzed the data: QJMH NE PD JPR. Contributed reagents/materials/analysis tools: QJMH. Wrote the paper: QJMH NE EO LS PD JPR.