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Reward prediction error in the ERP following unconditioned aversive stimuli
Reinforcement learning in humans and other animals is driven by reward prediction errors: deviations between the amount of reward or punishment initially expected and that which is obtained. Temporal difference methods of reinforcement learning generate this reward prediction error at the earliest t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8497484/ https://www.ncbi.nlm.nih.gov/pubmed/34620955 http://dx.doi.org/10.1038/s41598-021-99408-4 |
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author | Stewardson, Harry J. Sambrook, Thomas D. |
author_facet | Stewardson, Harry J. Sambrook, Thomas D. |
author_sort | Stewardson, Harry J. |
collection | PubMed |
description | Reinforcement learning in humans and other animals is driven by reward prediction errors: deviations between the amount of reward or punishment initially expected and that which is obtained. Temporal difference methods of reinforcement learning generate this reward prediction error at the earliest time at which a revision in reward or punishment likelihood is signalled, for example by a conditioned stimulus. Midbrain dopamine neurons, believed to compute reward prediction errors, generate this signal in response to both conditioned and unconditioned stimuli, as predicted by temporal difference learning. Electroencephalographic recordings of human participants have suggested that a component named the feedback-related negativity (FRN) is generated when this signal is carried to the cortex. If this is so, the FRN should be expected to respond equivalently to conditioned and unconditioned stimuli. However, very few studies have attempted to measure the FRN’s response to unconditioned stimuli. The present study attempted to elicit the FRN in response to a primary aversive stimulus (electric shock) using a design that varied reward prediction error while holding physical intensity constant. The FRN was strongly elicited, but earlier and more transiently than typically seen, suggesting that it may incorporate other processes than the midbrain dopamine system. |
format | Online Article Text |
id | pubmed-8497484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84974842021-10-08 Reward prediction error in the ERP following unconditioned aversive stimuli Stewardson, Harry J. Sambrook, Thomas D. Sci Rep Article Reinforcement learning in humans and other animals is driven by reward prediction errors: deviations between the amount of reward or punishment initially expected and that which is obtained. Temporal difference methods of reinforcement learning generate this reward prediction error at the earliest time at which a revision in reward or punishment likelihood is signalled, for example by a conditioned stimulus. Midbrain dopamine neurons, believed to compute reward prediction errors, generate this signal in response to both conditioned and unconditioned stimuli, as predicted by temporal difference learning. Electroencephalographic recordings of human participants have suggested that a component named the feedback-related negativity (FRN) is generated when this signal is carried to the cortex. If this is so, the FRN should be expected to respond equivalently to conditioned and unconditioned stimuli. However, very few studies have attempted to measure the FRN’s response to unconditioned stimuli. The present study attempted to elicit the FRN in response to a primary aversive stimulus (electric shock) using a design that varied reward prediction error while holding physical intensity constant. The FRN was strongly elicited, but earlier and more transiently than typically seen, suggesting that it may incorporate other processes than the midbrain dopamine system. Nature Publishing Group UK 2021-10-07 /pmc/articles/PMC8497484/ /pubmed/34620955 http://dx.doi.org/10.1038/s41598-021-99408-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Stewardson, Harry J. Sambrook, Thomas D. Reward prediction error in the ERP following unconditioned aversive stimuli |
title | Reward prediction error in the ERP following unconditioned aversive stimuli |
title_full | Reward prediction error in the ERP following unconditioned aversive stimuli |
title_fullStr | Reward prediction error in the ERP following unconditioned aversive stimuli |
title_full_unstemmed | Reward prediction error in the ERP following unconditioned aversive stimuli |
title_short | Reward prediction error in the ERP following unconditioned aversive stimuli |
title_sort | reward prediction error in the erp following unconditioned aversive stimuli |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8497484/ https://www.ncbi.nlm.nih.gov/pubmed/34620955 http://dx.doi.org/10.1038/s41598-021-99408-4 |
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