About the Authors

Louise Marshall

Contributed equally to this work with: Louise Marshall, Christoph Mathys

louise.marshall@ucl.ac.uk

Affiliation Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London, United Kingdom

Christoph Mathys

Contributed equally to this work with: Louise Marshall, Christoph Mathys

Affiliations Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, London, United Kingdom

Diane Ruge

Affiliations Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London, United Kingdom, Department of Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, Technical University Dortmund, Dortmund, Germany

Archy O. de Berker

Affiliations Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London, United Kingdom, Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom

Peter Dayan

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

Klaas E. Stephan

Affiliations Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom, Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich & ETH Zurich, Zurich, Switzerland, Max Planck Institute for Metabolism Research, Cologne, Germany

Sven Bestmann

Affiliation Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceptualization: LM SB. Formal analysis: LM CM AOdB KES PD SB. Funding acquisition: LM SB. Investigation: LM DR. Methodology: LM CM DR SB. Project administration: LM. Software: LM CM. Supervision: SB. Visualization: LM CM SB. Writing – original draft: LM CM AOdB PD KES SB. Writing – review & editing: LM CM DR AOdB PD KES SB.