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Research Articles, Behavioral/Cognitive

Model Sharing in the Human Medial Temporal Lobe

Leonie Glitz, Keno Juechems, Christopher Summerfield and Neil Garrett
Journal of Neuroscience 6 July 2022, 42 (27) 5410-5426; DOI: https://doi.org/10.1523/JNEUROSCI.1978-21.2022
Leonie Glitz
1Department of Experimental Psychology, University of Oxford, Oxford OX2 6HG, United Kingdom
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Keno Juechems
1Department of Experimental Psychology, University of Oxford, Oxford OX2 6HG, United Kingdom
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Christopher Summerfield
1Department of Experimental Psychology, University of Oxford, Oxford OX2 6HG, United Kingdom
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Neil Garrett
1Department of Experimental Psychology, University of Oxford, Oxford OX2 6HG, United Kingdom
2School of Psychology, University of East Anglia, Norwich NR4 7TJ, United Kingdom
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Article Information

DOI 
https://doi.org/10.1523/JNEUROSCI.1978-21.2022
PubMed 
35606146
Published By 
Society for Neuroscience
History 
  • Received October 1, 2021
  • Revision received April 20, 2022
  • Accepted April 23, 2022
  • First published May 23, 2022.
  • Version of record published July 6, 2022.
Copyright & Usage 
Copyright © 2022 the authors SfN exclusive license.

Author Information

  1. Leonie Glitz1,
  2. Keno Juechems1,
  3. Christopher Summerfield1, and
  4. Neil Garrett1,2
  1. 1Department of Experimental Psychology, University of Oxford, Oxford OX2 6HG, United Kingdom
  2. 2School of Psychology, University of East Anglia, Norwich NR4 7TJ, United Kingdom
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Author contributions

  1. Author contributions: L.G., K.J., C.S., and N.G. designed research; L.G. and N.G. performed research; L.G., C.S., and N.G. analyzed data; C.S. and N.G. jointly supervised this work; L.G., C.S., and N.G. wrote the paper.

Disclosures

    • Received October 1, 2021.
    • Revision received April 20, 2022.
    • Accepted April 23, 2022.
  • This research was funded in part by the Wellcome Trust (Sir Henry Wellcome Postdoctoral Fellowship to N.G., Grant 209108/Z/17/Z), a European Research Council grant (ERC Consolidator Award: 725937) to C.S., support from the Human Brain Project (Special Grant Agreement No: 945539) to C.S. and a Waverley Scholarship to L.G. N.G. has applied a CC BY public copyright license to any author accepted manuscript version arising from this submission. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. We thank Tania Martinez Montero and Alberto Sobrado for assistance with fMRI scanning. We also thank Dan Bang, for helpful insight and comments on an earlier draft of the manuscript; and Nathaniel Daw, for the expectation maximization code used for model fitting and comparison.

  • The authors declare no competing financial interests.

  • Correspondence should be addressed to Neil Garrett at n.garrett{at}uea.ac.uk or Leonie Glitz at leonie.glitz{at}psy.ox.ac.uk

Funding

  • Wellcome

    209108/Z/17/Z
  • EC | European Research Council (ERC)

  • Human Brain Project

  • Waverley Scholarship

Other Version

  • previous version (May 23, 2022).
  • You are viewing the most recent version of this article.

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The Journal of Neuroscience: 42 (27)
Journal of Neuroscience
Vol. 42, Issue 27
6 Jul 2022
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Model Sharing in the Human Medial Temporal Lobe
Leonie Glitz, Keno Juechems, Christopher Summerfield, Neil Garrett
Journal of Neuroscience 6 July 2022, 42 (27) 5410-5426; DOI: 10.1523/JNEUROSCI.1978-21.2022

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Model Sharing in the Human Medial Temporal Lobe
Leonie Glitz, Keno Juechems, Christopher Summerfield, Neil Garrett
Journal of Neuroscience 6 July 2022, 42 (27) 5410-5426; DOI: 10.1523/JNEUROSCI.1978-21.2022
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Keywords

  • model based
  • planning
  • reinforcement learning
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