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Learning-related changes in reward expectancy are reflected in the feedback-related negativity
Open accessAbstract
The feedback‐related negativity (FRN) has been hypothesized to be linked to reward‐based learning. While many studies have shown that the FRN only occurs in response to unexpected negative outcomes, the relationship between the magnitude of negative prediction errors and FRN amplitude remains a matter of debate. The present study aimed to elucidate this relationship with a new behavioural procedure that allowed subjects to predict precise reward probabilities by learning an explicit rule. Insight into the rule did not only influence subjects' choice behaviour, but also outcome‐related event‐related potentials. After subjects had learned the rule, the FRN amplitude difference between non‐reward and reward mirrored the magnitude of the negative prediction error, i.e. it was larger for less likely negative outcomes. Source analysis linked this effect to the anterior cingulate cortex. P300 amplitude was also modulated by outcome valence and expectancy. It was larger for positive and unexpected outcomes. It remains to be clarified, however, whether the P300 reflects a positive prediction error.
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“ERP studies in healthy participants show that FRN/RewP amplitudes are modulated by reward expectancy and prediction error, and that learning-related changes in reward expectancy are reflected in the feedback-locked medial-frontal signal [128,130].”
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Cites
(2005) · Cited by 5,977
Holroyd, C. B., & Coles, M. G. H. (2002) · Psychological Review · doi:10.1037/0033-295x.109.4.679 · Cited by 4,027
Is the P300 component a manifestation of context updating?
Donchin, E., & Coles, M. G. H. (1988) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00058027 · Cited by 3,585
Pascual-Marqui, R. D., Michel, C. M., & Lehmann, D. (1994) · International Journal of Psychophysiology · doi:10.1016/0167-8760(84)90014-x · Cited by 2,869
A neural system for error detection and compensation
Gehring, W. J., Goss, B., Coles, M. G. H., Meyer, D. E., & Donchin, E. (1993) · Psychological Science · doi:10.1111/j.1467-9280.1993.tb00586.x · Cited by 2,862
Lee, T.-W., Girolami, M., & Sejnowski, T. J. (1999) · Neural Computation · doi:10.1162/089976699300016719 · Cited by 1,967
The P300 wave of the human event-related potential
Picton, T. W. (1992) · Journal of Clinical Neurophysiology · doi:10.1097/00004691-199210000-00002 · Cited by 1,908
The Medial Frontal Cortex and the Rapid Processing of Monetary Gains and Losses
Gehring, W. J., & Willoughby, A. R. (2002) · Science · doi:10.1126/science.1066893 · Cited by 1,884
Miltner, W. H. R., Braun, C. H., & Coles, M. G. H. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.6.788 · Cited by 1,530
FMRI visualization of brain activity during a monetary incentive delay task
Knutson, B., Westdorp, A., Kaiser, E., & Hommer, D. (2000) · NeuroImage · doi:10.1006/nimg.2000.0593 · Cited by 1,414
Independent Coding of Reward Magnitude and Valence in the Human Brain
Yeung, N., & Sanfey, A. G. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.4537-03.2004 · Cited by 933
The feedback-related negativity reflects the binary evaluation of good versus bad outcomes
Hajcak, G., Moser, J. S., Holroyd, C. B., & Simons, R. F. (2005) · Biological Psychology · doi:10.1016/j.biopsycho.2005.04.001 · Cited by 726
Role for Cingulate Motor Area Cells in Voluntary Movement Selection Based on Reward
Shima, K., & Tanji, J. (1998) · Science · doi:10.1126/science.282.5392.1335 · Cited by 645
Psychophysiological brain research.
BRUNIA, C. H. M., Gaillard, A., & Kok, A. (1993) · UvA-DARE (University of Amsterdam) · Cited by 622
Reward expectation modulates feedback-related negativity and EEG spectra
Cohen, M. X., Elger, C. E., & Ranganath, C. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.11.056 · Cited by 616
Performance monitoring by the anterior cingulate cortex during saccade countermanding
Ito, S., Stuphorn, V., Brown, J. W., & Schall, J. D. (2003) · Science · doi:10.1126/science.1087847 · Cited by 581
Hajcak, G., Moser, J. S., Holroyd, C. B., & Simons, R. F. (2007) · Psychophysiology · doi:10.1111/j.1469-8986.2007.00567.x · Cited by 529
ERP Correlates of Feedback and Reward Processing in the Presence and Absence of Response Choice
Yeung, N., Holroyd, C. B., & Cohen, J. D. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhh153 · Cited by 520
Brain potentials associated with expected and unexpected good and bad outcomes
Hajcak, G., Holroyd, C. B., Moser, J. S., & Simons, R. F. (2005) · Psychophysiology · doi:10.1111/j.1469-8986.2005.00278.x · Cited by 500
Dorsal anterior cingulate cortex shows fMRI response to internal and external error signals
Holroyd, C. B., Nieuwenhuis, S., Yeung, N., Nystrom, L. E., Mars, R. B., COLES, M. G. H., & Cohen, J. D. (2004) · Nature Neuroscience · doi:10.1038/nn1238 · Cited by 486
Error-Related Negativity Predicts Reinforcement Learning and Conflict Biases
Frank, M. J., Woroch, B., & Curran, T. (2005) · Neuron · doi:10.1016/j.neuron.2005.06.020 · Cited by 438
Errors in reward prediction are reflected in the event-related brain potential
Holroyd, C. B., Nieuwenhuis, S., Yeung, N., & Cohen, J. D. (2003) · Neuroreport · doi:10.1097/00001756-200312190-00037 · Cited by 438
Context dependence of the event‐related brain potential associated with reward and punishment
Holroyd, C. B., Larsen, J. T., & Cohen, J. D. (2004) · Psychophysiology · doi:10.1111/j.1469-8986.2004.00152.x · Cited by 388
Reward Encoding in the Monkey Anterior Cingulate Cortex
Amiez, C., Joseph, J., & Procyk, E. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhj046 · Cited by 377
Nieuwenhuis, S., Ridderinkhof, K. R., Talsma, D., COLES, M. G. H., Holroyd, C. B., Kok, A., & van der Molen, M. W. (2002) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.2.1.19 · Cited by 360
Book Review: Reward Signaling by Dopamine Neurons
Schultz, W. (2001) · The Neuroscientist · doi:10.1177/107385840100700406 · Cited by 351
Reinforcement Learning Signals Predict Future Decisions
Cohen, M. X., & Ranganath, C. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4421-06.2007 · Cited by 346
Reward prediction error signals associated with a modified time estimation task
Holroyd, C. B., & Krigolson, O. E. (2007) · Psychophysiology · doi:10.1111/j.1469-8986.2007.00561.x · Cited by 341
Potts, G. F., Martin, L. E., Burton, P., & Montague, P. R. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.7.1112 · Cited by 316
Effects of value and reward magnitude on feedback negativity and P300
Sato, A., Yasuda, A., Ohira, H., Miyawaki, K., Nishikawa, M., Kumano, H., & Kuboki, T. (2005) · Neuroreport · doi:10.1097/00001756-200503150-00020 · Cited by 305
P300 amplitude is determined by target‐to‐target interval
Gonsalvez, C. J., & Polich, J. M. (2002) · Psychophysiology · doi:10.1017/s0048577201393137 · Cited by 285
Connections of the Monkey Cingulate Cortex
Hoesen, G. W. V., Morecraft, R. J., & Vogt, B. A. (1993) · Birkhäuser Boston eBooks · doi:10.1007/978-1-4899-6704-6_9 · Cited by 276
Fletcher, P. C., Anderson, J. M., Shanks, D. R., Honey, R., Carpenter, T. A., Donovan, T., Papadakis, N., & Bullmore, E. T. (2001) · Nature Neuroscience · doi:10.1038/nn733 · Cited by 238
A Neural System for Learning about Object Function
Weisberg, J., van Turennout, M., & Martin, A. D. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj176 · Cited by 221
Neural coding of distinct statistical properties of reward information in humans
Dreher, J.-C., Kohn, P., & Berman, K. F. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj004 · Cited by 180
Dum, R. P., & Strick, P. L. (1993) · Birkhäuser Boston eBooks · doi:10.1007/978-1-4899-6704-6_15 · Cited by 165
Prediction error for free monetary reward in the human prefrontal cortex
Ramnani, N., Elliott, R., Athwal, B. S., & Passingham, R. E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.028 · Cited by 136
Wills, A. J., Lavric, A., Croft, G., & Hodgson, T. L. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.5.843 · Cited by 118
Error-related negativity reflects detection of negative reward prediction error
Yasuda, A., Sato, A., Miyawaki, K., Kumano, H., & Kuboki, T. (2004) · Neuroreport · doi:10.1097/00001756-200411150-00027 · Cited by 115
The Reward Signal of Midbrain Dopamine Neurons
Schultz, W. (1999) · Physiology · doi:10.1152/physiologyonline.1999.14.6.249 · Cited by 111
Turner, D. C. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh046 · Cited by 94
A note on the oddball N200 and the feedback ERN
Holroyd, C. B. (2004) · Ghent University Academic Bibliography (Ghent University) · Cited by 72
Evidence of cingulate motor representation in humans
Diehl, B., Dinner, D. S., Mohamed, A., Najm, I., Klem, G. H., LaPresto, E., Bingaman, W. E., & Lüders, H. O. (2000) · Neurology · doi:10.1212/wnl.55.5.725 · Cited by 19
Research works printed but not linked: 4
- Dum R.P., 1993, Neurobiology of Cingulate Cortex and Limbic Thalamus: A Comprehensive Review, 414
- Van Hoesen G.W., 1993, Neurobiology of Cingulate Cortex and Limbic Thalamus: A Comprehensive Review, 414
- Holroyd C.B., 2004, Errors, Conflicts and the Brain: Current Opinions in Response Monitoring
- Talairach J., 1988, Co‐planar Stereotaxic Atlas of the Human Brain 3‐Dimensional Proportion System: an Approach to Medical Cerebral Imaging
Cited by
Sorted by citations
Walsh, M. M., & Anderson, J. R. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.05.008 · Cited by 577
A neural reward prediction error revealed by a meta-analysis of ERPs using great grand averages
Sambrook, T. D., & Goslin, J. (2015) · Psychological Bulletin · doi:10.1037/bul0000006 · Cited by 411
Hauser, T. U., Iannaccone, R., Stämpfli, P., Drechsler, R., Brandeis, D., Walitza, S., & Brem, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.08.028 · Cited by 450
Event-related potential studies of outcome processing and feedback-guided learning
San Martín, R. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00304 · Cited by 354
Beyond the FRN: Broadening the time-course of EEG and ERP components implicated in reward processing
Glazer, J. E., Kelley, N. J., Pornpattananangkul, N., Mittal, V. A., & Nusslock, R. (2018) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2018.02.002 · Cited by 381
Metadata
- Authors
- Bellebaum, C., & Daum, I.
- Affiliations
- Ruhr University Bochum (DE)
- ORCID
- Bellebaum, Christian
- Venue
- European Journal of Neuroscience
- Publisher
- Wiley
- Published
- 2008-03-31
- Volume
- 27
- Issue
- 7
- Pages
- 1823-1835
- ISSN
- 0953-816X (ISSN-L)
- 1460-9568
- OpenAlex
- W2138877238
- Cited by
- 299
- References
- 43
- Citations by year
- 2026: 9 · 2025: 12 · 2024: 11 · 2023: 13 · 2022: 5 · 2021: 20 · 2020: 15 · 2019: 31 · 2018: 28 · 2017: 17 · 2016: 15 · 2015: 20 · 2014: 25 · 2013: 25 · 2012: 13
- FWCI
- 6.74
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- European Journal of Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Bundesministerium für Bildung und Forschung (01GW0541)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Social Sciences › Arts and Humanities › Philosophy › Free Will and Agency
- Keywords
- feedback-related negativity, reward expectancy, reward learning, prediction error, P300, outcome valence, outcome expectations, rule induction, anterior cingulate cortex, event-related potentials, choice behavior
- MeSH terms
- Adult, Female, Humans, Learning, Male, Motivation, Psychomotor Performance, Reaction Time, Reward, Event-Related Potentials, P300, Feedback, Psychological
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