Literature DB >> 30391561

Oscillatory signatures of reward prediction errors in declarative learning.

Kate Ergo1, Esther De Loof2, Clio Janssens2, Tom Verguts2.   

Abstract

Reward prediction errors (RPEs) are crucial to learning. Whereas these mismatches between reward expectation and reward outcome are known to drive procedural learning, their role in declarative learning remains underexplored. Earlier work from our lab addressed this, and consistently found that signed reward prediction errors (SRPEs; "better-than-expected" signals) boost declarative learning. In the current EEG study, we sought to explore the neural signatures of SRPEs. Participants studied 60 Dutch-Swahili word pairs while RPE magnitudes were parametrically manipulated. Behaviorally, we replicated our previous findings that SRPEs drive declarative learning, with increased recognition for word pairs accompanied by large, positive RPEs. In the EEG data, at the start of reward feedback processing, we found an oscillatory (theta) signature consistent with unsigned reward prediction errors (URPEs; "different-than-expected" signals). Slightly later during reward feedback processing, we observed oscillatory (high-beta and high-alpha) signatures for SRPEs during reward feedback, similar to SRPE signatures during procedural learning. These findings illuminate the time course of neural oscillations in processing reward during declarative learning, providing important constraints for future theoretical work.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Declarative learning; EEG; Oscillatory signatures of reward processing; Signed reward prediction error

Mesh:

Year:  2018        PMID: 30391561     DOI: 10.1016/j.neuroimage.2018.10.083

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  6 in total

1.  Signed Reward Prediction Errors in the Ventral Striatum Drive Episodic Memory.

Authors:  Cristian B Calderon; Esther De Loof; Kate Ergo; Anna Snoeck; Carsten N Boehler; Tom Verguts
Journal:  J Neurosci       Date:  2020-12-17       Impact factor: 6.167

2.  Learning to Synchronize: Midfrontal Theta Dynamics during Rule Switching.

Authors:  Pieter Verbeke; Kate Ergo; Esther De Loof; Tom Verguts
Journal:  J Neurosci       Date:  2020-12-11       Impact factor: 6.167

Review 3.  Reward prediction errors create event boundaries in memory.

Authors:  Nina Rouhani; Kenneth A Norman; Yael Niv; Aaron M Bornstein
Journal:  Cognition       Date:  2020-06-17

4.  Reward prediction errors drive declarative learning irrespective of agency.

Authors:  Kate Ergo; Luna De Vilder; Esther De Loof; Tom Verguts
Journal:  Psychon Bull Rev       Date:  2021-06-15

5.  Failure to modulate reward prediction errors in declarative learning with theta (6 Hz) frequency transcranial alternating current stimulation.

Authors:  Kate Ergo; Esther De Loof; Gillian Debra; Bernhard Pastötter; Tom Verguts
Journal:  PLoS One       Date:  2020-12-03       Impact factor: 3.240

6.  Signed and unsigned reward prediction errors dynamically enhance learning and memory.

Authors:  Nina Rouhani; Yael Niv
Journal:  Elife       Date:  2021-03-04       Impact factor: 8.140

  6 in total

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