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Research Articles, Behavioral/Cognitive

How the Level of Reward Awareness Changes the Computational and Electrophysiological Signatures of Reinforcement Learning

Camile M.C. Correa, Samuel Noorman, Jun Jiang, Stefano Palminteri, Michael X. Cohen, Maël Lebreton and Simon van Gaal
Journal of Neuroscience 28 November 2018, 38 (48) 10338-10348; DOI: https://doi.org/10.1523/JNEUROSCI.0457-18.2018
Camile M.C. Correa
1Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, The Netherlands,
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Samuel Noorman
1Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, The Netherlands,
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Jun Jiang
3Department of Basic Psychology, School of Psychology, Third Military Medical University, Chongqing, People's Republic of China,
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Stefano Palminteri
4Département d'Études Cognitives, École Normale Supérieure, 75005 Paris, France,
5Laboratoire de Neurosciences Cognitives, Institut National de la Santé et de la Recherche Médicale, 75005 Paris, France,
6Université de Recherche Paris Sciences et Lettres, 75006, Paris, France,
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Michael X. Cohen
7Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands,
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Maël Lebreton
2Amsterdam Brain and Cognition (ABC), University of Amsterdam, 1001 NK, Amsterdam, The Netherlands,
8Center for Research in Experimental Economics and Political Decision Making, Amsterdam School of Economics, University of Amsterdam, 1001 NJ Amsterdam, The Netherlands, and
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Simon van Gaal
1Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, The Netherlands,
2Amsterdam Brain and Cognition (ABC), University of Amsterdam, 1001 NK, Amsterdam, The Netherlands,
9Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, 6500 HE, Amsterdam, The Netherlands
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Article Information

DOI 
https://doi.org/10.1523/JNEUROSCI.0457-18.2018
PubMed 
30327418
Published By 
Society for Neuroscience
History 
  • Received February 20, 2018
  • Revision received September 18, 2018
  • Accepted September 20, 2018
  • First published October 16, 2018.
  • Version of record published November 28, 2018.
Copyright & Usage 
Copyright © 2018 the authors 0270-6474/18/3810338-11$15.00/0

Author Information

  1. Camile M.C. Correa1,
  2. Samuel Noorman1,
  3. Jun Jiang3,
  4. Stefano Palminteri4,5,6,
  5. Michael X. Cohen7,
  6. Maël Lebreton2,8,*, and
  7. Simon van Gaal1,2,9,*
  1. 1Department of Psychology, University of Amsterdam, 1018 WT, Amsterdam, The Netherlands,
  2. 2Amsterdam Brain and Cognition (ABC), University of Amsterdam, 1001 NK, Amsterdam, The Netherlands,
  3. 3Department of Basic Psychology, School of Psychology, Third Military Medical University, Chongqing, People's Republic of China,
  4. 4Département d'Études Cognitives, École Normale Supérieure, 75005 Paris, France,
  5. 5Laboratoire de Neurosciences Cognitives, Institut National de la Santé et de la Recherche Médicale, 75005 Paris, France,
  6. 6Université de Recherche Paris Sciences et Lettres, 75006, Paris, France,
  7. 7Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands,
  8. 8Center for Research in Experimental Economics and Political Decision Making, Amsterdam School of Economics, University of Amsterdam, 1001 NJ Amsterdam, The Netherlands, and
  9. 9Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, 6500 HE, Amsterdam, The Netherlands
View Full Text

Author contributions

  1. Author contributions: C.M.C.C., M.X.C., and S.v.G. designed research; C.M.C.C. and S.N. performed research; M.L. contributed unpublished reagents/analytic tools; C.M.C.C., S.N., J.J., S.P., M.L., and S.v.G. analyzed data; C.M.C.C., M.X.C., M.L., and S.v.G. wrote the paper.

Disclosures

    • Received February 20, 2018.
    • Revision received September 18, 2018.
    • Accepted September 20, 2018.
  • ↵*M.L. and S.v.G. are co-senior authors.

  • This work was supported by grants from the Netherlands Organization for Scientific Research (NWO VENI 451-11-007) and the European Research Council (ERC starting grant, 715605, consciousness) awarded to S.v.G. M.L. is supported by the Netherlands Organization for Scientific Research (NWO VENI 451-15-015). C.M.C.C is supported by the Brazilian Science Without Borders program. JJ is supported by the National Natural Science Foundation of China (Grant No. 31600874).

  • The authors declare no competing financial interests.

  • Correspondence should be addressed to either Simon van Gaal or Maël Lebreton, Nieuwe Achtergracht 129 B, REC G, Room G0.012, Ground floor, Postbus 15900, 1001 NK, Amsterdam, The Netherlands, simonvangaal{at}gmail.com or mael.lebreton{at}gmail.com

Other Version

  • previous version (October 16, 2018).
  • You are viewing the most recent version of this article.

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AbstractFullPdf
Oct 201821460116
Nov 20181041259153
Dec 2018104415576
Total 20184231414345
Jan 20192344326
Feb 20193665531
Mar 2019154118
Apr 20192173220
May 20191111515
Jun 2019286034
Jul 2019245339
Aug 2019259120
Oct 20193210025
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Total 20191238566276
Jan 2020244614
Feb 2020135216
Mar 2020196831
May 2020225616
Jun 2020214339
Jul 202094127
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Oct 2020276147
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Total 2020224599322
Jan 2021226135
Feb 2021143118
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Jul 2021103530
Aug 2021122817
Sep 2021182930
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Total 2021207860378
Jan 20222172136
Feb 20221481624
Mar 2022216326
Apr 202276515
May 2022164223
Jun 2022162916
Jul 2022103520
Aug 202262715
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Total 20221411866223
Jan 202384712
Feb 2023133712
Mar 2023203019
Apr 2023233734
May 2023161927
Jun 2023212921
Jul 2023273120
Aug 2023553220
Sep 2023162810
Total 2023199290175
Total624045951719
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The Journal of Neuroscience: 38 (48)
Journal of Neuroscience
Vol. 38, Issue 48
28 Nov 2018
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How the Level of Reward Awareness Changes the Computational and Electrophysiological Signatures of Reinforcement Learning
Camile M.C. Correa, Samuel Noorman, Jun Jiang, Stefano Palminteri, Michael X. Cohen, Maël Lebreton, Simon van Gaal
Journal of Neuroscience 28 November 2018, 38 (48) 10338-10348; DOI: 10.1523/JNEUROSCI.0457-18.2018

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How the Level of Reward Awareness Changes the Computational and Electrophysiological Signatures of Reinforcement Learning
Camile M.C. Correa, Samuel Noorman, Jun Jiang, Stefano Palminteri, Michael X. Cohen, Maël Lebreton, Simon van Gaal
Journal of Neuroscience 28 November 2018, 38 (48) 10338-10348; DOI: 10.1523/JNEUROSCI.0457-18.2018
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Keywords

  • consciousness
  • decision-making
  • prediction error
  • reinforcement learning

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