Literature DB >> 30728301

Musical reward prediction errors engage the nucleus accumbens and motivate learning.

Benjamin P Gold1,2,3, Ernest Mas-Herrero4,2, Yashar Zeighami4, Mitchel Benovoy5,6, Alain Dagher4, Robert J Zatorre4,2,3.   

Abstract

Enjoying music reliably ranks among life's greatest pleasures. Like many hedonic experiences, it engages several reward-related brain areas, with activity in the nucleus accumbens (NAc) most consistently reflecting the listener's subjective response. Converging evidence suggests that this activity arises from musical "reward prediction errors" (RPEs) that signal the difference between expected and perceived musical events, but this hypothesis has not been directly tested. In the present fMRI experiment, we assessed whether music could elicit formally modeled RPEs in the NAc by applying a well-established decision-making protocol designed and validated for studying RPEs. In the scanner, participants chose between arbitrary cues that probabilistically led to dissonant or consonant music, and learned to make choices associated with the consonance, which they preferred. We modeled regressors of trial-by-trial RPEs, finding that NAc activity tracked musically elicited RPEs, to an extent that explained variance in the individual learning rates. These results demonstrate that music can act as a reward, driving learning and eliciting RPEs in the NAc, a hub of reward- and music enjoyment-related activity.

Entities:  

Keywords:  abstract reward; fMRI; music; nucleus accumbens; reward prediction errors

Mesh:

Year:  2019        PMID: 30728301      PMCID: PMC6386687          DOI: 10.1073/pnas.1809855116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  36 in total

1.  Structure and function of auditory cortex: music and speech.

Authors:  Robert J. Zatorre; Pascal Belin; Virginia B. Penhune
Journal:  Trends Cogn Sci       Date:  2002-01-01       Impact factor: 20.229

2.  Opponent appetitive-aversive neural processes underlie predictive learning of pain relief.

Authors:  Ben Seymour; John P O'Doherty; Martin Koltzenburg; Katja Wiech; Richard Frackowiak; Karl Friston; Raymond Dolan
Journal:  Nat Neurosci       Date:  2005-08-21       Impact factor: 24.884

3.  The role of harmonic expectancy violations in musical emotions: evidence from subjective, physiological, and neural responses.

Authors:  Nikolaus Steinbeis; Stefan Koelsch; John A Sloboda
Journal:  J Cogn Neurosci       Date:  2006-08       Impact factor: 3.225

Review 4.  The free-energy principle: a unified brain theory?

Authors:  Karl Friston
Journal:  Nat Rev Neurosci       Date:  2010-01-13       Impact factor: 34.870

5.  Emotional responses to music: the need to consider underlying mechanisms.

Authors:  Patrik N Juslin; Daniel Västfjäll
Journal:  Behav Brain Sci       Date:  2008-10       Impact factor: 12.579

6.  Structural brain magnetic resonance imaging of limbic and thalamic volumes in pediatric bipolar disorder.

Authors:  Jean A Frazier; Sufen Chiu; Janis L Breeze; Nikos Makris; Nicholas Lange; David N Kennedy; Martha R Herbert; Eileen K Bent; Vamsi K Koneru; Megan E Dieterich; Steven M Hodge; Scott L Rauch; P Ellen Grant; Bruce M Cohen; Larry J Seidman; Verne S Caviness; Joseph Biederman
Journal:  Am J Psychiatry       Date:  2005-07       Impact factor: 18.112

7.  Striatal prediction error modulates cortical coupling.

Authors:  Hanneke E M den Ouden; Jean Daunizeau; Jonathan Roiser; Karl J Friston; Klaas E Stephan
Journal:  J Neurosci       Date:  2010-03-03       Impact factor: 6.167

8.  States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning.

Authors:  Jan Gläscher; Nathaniel Daw; Peter Dayan; John P O'Doherty
Journal:  Neuron       Date:  2010-05-27       Impact factor: 17.173

9.  The rewarding aspects of music listening are related to degree of emotional arousal.

Authors:  Valorie N Salimpoor; Mitchel Benovoy; Gregory Longo; Jeremy R Cooperstock; Robert J Zatorre
Journal:  PLoS One       Date:  2009-10-16       Impact factor: 3.240

10.  Effects of unexpected chords and of performer's expression on brain responses and electrodermal activity.

Authors:  Stefan Koelsch; Simone Kilches; Nikolaus Steinbeis; Stefanie Schelinski
Journal:  PLoS One       Date:  2008-07-09       Impact factor: 3.240

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  16 in total

1.  The Joyful Reduction of Uncertainty: Music Perception as a Window to Predictive Neuronal Processing.

Authors:  Nils Kraus
Journal:  J Neurosci       Date:  2020-04-01       Impact factor: 6.167

2.  Reply to de Fleurian et al.: Toward a fuller understanding of reward prediction errors and their role in musical pleasure.

Authors:  Benjamin P Gold; Ernest Mas-Herrero; Alain Dagher; Robert J Zatorre
Journal:  Proc Natl Acad Sci U S A       Date:  2019-09-19       Impact factor: 11.205

3.  Reward prediction tells us less than expected about musical pleasure.

Authors:  Rémi de Fleurian; Peter M C Harrison; Marcus T Pearce; David R Quiroga-Martinez
Journal:  Proc Natl Acad Sci U S A       Date:  2019-09-19       Impact factor: 11.205

4.  Predictability and Uncertainty in the Pleasure of Music: A Reward for Learning?

Authors:  Benjamin P Gold; Marcus T Pearce; Ernest Mas-Herrero; Alain Dagher; Robert J Zatorre
Journal:  J Neurosci       Date:  2019-10-21       Impact factor: 6.167

5.  Threat and Bidirectional Valence Signaling in the Nucleus Accumbens Core.

Authors:  Madelyn H Ray; Mahsa Moaddab; Michael A McDannald
Journal:  J Neurosci       Date:  2021-11-11       Impact factor: 6.709

6.  Revisiting the importance of model fitting for model-based fMRI: It does matter in computational psychiatry.

Authors:  Kentaro Katahira; Asako Toyama
Journal:  PLoS Comput Biol       Date:  2021-02-09       Impact factor: 4.475

7.  Decoding expectation and surprise in dementia: the paradigm of music.

Authors:  Elia Benhamou; Sijia Zhao; Harri Sivasathiaseelan; Jeremy C S Johnson; Maï-Carmen Requena-Komuro; Rebecca L Bond; Janneke E P van Leeuwen; Lucy L Russell; Caroline V Greaves; Annabel Nelson; Jennifer M Nicholas; Chris J D Hardy; Jonathan D Rohrer; Jason D Warren
Journal:  Brain Commun       Date:  2021-08-10

8.  Dopamine neuron ensembles signal the content of sensory prediction errors.

Authors:  Thomas A Stalnaker; James D Howard; Thorsten Kahnt; Geoffrey Schoenbaum; Yuji K Takahashi; Samuel J Gershman
Journal:  Elife       Date:  2019-11-01       Impact factor: 8.140

9.  Music predictability and liking enhance pupil dilation and promote motor learning in non-musicians.

Authors:  R Bianco; B P Gold; A P Johnson; V B Penhune
Journal:  Sci Rep       Date:  2019-11-19       Impact factor: 4.379

10.  The impact of musical pleasure and musical hedonia on verbal episodic memory.

Authors:  Gemma Cardona; Antoni Rodriguez-Fornells; Harry Nye; Xavier Rifà-Ros; Laura Ferreri
Journal:  Sci Rep       Date:  2020-09-30       Impact factor: 4.379

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