Literature DB >> 23830895

Opening the black box: dopamine, predictions, and learning.

Neir Eshel1, Ju Tian, Naoshige Uchida.   

Abstract

Dopamine neurons are thought to promote learning by signaling prediction errors, that is, the difference between actual and expected outcomes. Whether these signals are sufficient for associative learning, however, remains untested. A recent study used optogenetics in a classic behavioral paradigm to confirm the role of dopamine prediction errors in learning.
Copyright © 2013 Elsevier Ltd. All rights reserved.

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Year:  2013        PMID: 23830895      PMCID: PMC3811049          DOI: 10.1016/j.tics.2013.06.010

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  7 in total

Review 1.  A neural substrate of prediction and reward.

Authors:  W Schultz; P Dayan; P R Montague
Journal:  Science       Date:  1997-03-14       Impact factor: 47.728

2.  GABA neurons of the VTA drive conditioned place aversion.

Authors:  Kelly R Tan; Cédric Yvon; Marc Turiault; Julie J Mirzabekov; Jana Doehner; Gwenaël Labouèbe; Karl Deisseroth; Kay M Tye; Christian Lüscher
Journal:  Neuron       Date:  2012-03-21       Impact factor: 17.173

3.  A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli.

Authors:  J M Pearce; G Hall
Journal:  Psychol Rev       Date:  1980-11       Impact factor: 8.934

4.  Dopamine responses comply with basic assumptions of formal learning theory.

Authors:  P Waelti; A Dickinson; W Schultz
Journal:  Nature       Date:  2001-07-05       Impact factor: 49.962

Review 5.  Establishing causality for dopamine in neural function and behavior with optogenetics.

Authors:  Elizabeth E Steinberg; Patricia H Janak
Journal:  Brain Res       Date:  2012-09-29       Impact factor: 3.252

6.  Neuron-type-specific signals for reward and punishment in the ventral tegmental area.

Authors:  Jeremiah Y Cohen; Sebastian Haesler; Linh Vong; Bradford B Lowell; Naoshige Uchida
Journal:  Nature       Date:  2012-01-18       Impact factor: 49.962

7.  A causal link between prediction errors, dopamine neurons and learning.

Authors:  Elizabeth E Steinberg; Ronald Keiflin; Josiah R Boivin; Ilana B Witten; Karl Deisseroth; Patricia H Janak
Journal:  Nat Neurosci       Date:  2013-05-26       Impact factor: 24.884

  7 in total
  3 in total

Review 1.  Exposure to Mixtures of Metals and Neurodevelopmental Outcomes: A Multidisciplinary Review Using an Adverse Outcome Pathway Framework.

Authors:  Katherine von Stackelberg; Elizabeth Guzy; Tian Chu; Birgit Claus Henn
Journal:  Risk Anal       Date:  2015-06-10       Impact factor: 4.000

2.  Gated recurrence enables simple and accurate sequence prediction in stochastic, changing, and structured environments.

Authors:  Cédric Foucault; Florent Meyniel
Journal:  Elife       Date:  2021-12-02       Impact factor: 8.140

3.  Selective alteration of human value decisions with medial frontal tDCS is predicted by changes in attractor dynamics.

Authors:  D Hämmerer; J Bonaiuto; M Klein-Flügge; M Bikson; S Bestmann
Journal:  Sci Rep       Date:  2016-05-05       Impact factor: 4.379

  3 in total

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