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Acknowledgements

We would like to thank Silvano Petrarca for his continued assistance in devising the model. This study was funded by the NSERC Discovery Grant (05578–2014RGPIN), CERC (215063), CIHR Foundation Fund (167264). AMO is a Fellow of the CIFAR Brain, Mind, and Consciousness Program.

Author contributions

N.J.M.P., C.M. and G.L. performed the analysis. A.S., B.S. and N.J.M.P. developed the model. A.S. and B.S. supervised the analysis. N.J.M.P., A.S., G.L. and B.S. wrote the manuscript. A.M.O. revised the manuscript.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

These authors contributed equally: Bobby Stojanoski and Andrea Soddu.

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-021-97960-7.

Article information

Sci Rep. 2021; 11: 19771.

Published online 2021 Oct 5. doi: 10.1038/s41598-021-97960-7

PMCID: PMC8492705

PMID: 34611185

Nicholas J. M. Popiel,1,2 Colin Metrow,1 Geoffrey Laforge,3 Adrian M. Owen,3,4,5 Bobby Stojanoski,#4,6 and Andrea Soddu#1,3

1The Department of Physics and Astronomy, The University of Western Ontario, London, ON N6A 5B7 Canada

2Cavendish Laboratory, University of Cambridge, Cambridge, CB3 0HE UK

3The Brain and Mind Institute, The University of Western Ontario, London, ON N6A 5B7 Canada

4The Department of Psychology, The University of Western Ontario, London, ON N6A 5B7 Canada

5The Department of Physiology and Pharmacology, The University of Western Ontario, London, ON N6A 5B7 Canada

6Faculty of Social Science and Humanities, University of Ontario Institute of Technology, 2000 Simcoe Street North, Oshawa, ON L1H 7K4 Canada

Andrea Soddu, Email: asoddu@uwo.ca

Corresponding author.

  1. Contributed equally.

Received 2021 Apr 28; Accepted 2021 Aug 30.

Copyright © The Author(s) 2021

Open Access

This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Articles from Scientific Reports are provided here courtesy of == Nature Publishing Group ==