Nathaniel D Daw

Summary

Affiliation: University College London
Country: UK

Publications

  1. ncbi request reprint Dopamine: at the intersection of reward and action
    Nathaniel D Daw
    Nat Neurosci 10:1505-7. 2007
  2. ncbi request reprint Representation and timing in theories of the dopamine system
    Nathaniel D Daw
    UCL, Gatsby Computational Neuroscience Unit, London, WC1N3AR, UK
    Neural Comput 18:1637-77. 2006
  3. ncbi request reprint Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
    Nat Neurosci 8:1704-11. 2005
  4. ncbi request reprint The computational neurobiology of learning and reward
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, UCL, Alexandra House, 17 Queen Square, London, WC1N 3AR, UK
    Curr Opin Neurobiol 16:199-204. 2006
  5. pmc Cortical substrates for exploratory decisions in humans
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London UCL, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
    Nature 441:876-9. 2006
  6. doi request reprint Decision theory, reinforcement learning, and the brain
    Peter Dayan
    University College London, London, England
    Cogn Affect Behav Neurosci 8:429-53. 2008
  7. ncbi request reprint Neuroscience. Matchmaking
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London, London WC1N 3AR, UK
    Science 304:1753-4. 2004
  8. pmc Striatal activity underlies novelty-based choice in humans
    Bianca C Wittmann
    Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N3BG, UK
    Neuron 58:967-73. 2008
  9. pmc A dual role for prediction error in associative learning
    Hanneke E M den Ouden
    Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK
    Cereb Cortex 19:1175-85. 2009
  10. ncbi request reprint The misbehavior of value and the discipline of the will
    Peter Dayan
    Gatsby Computational Neuroscience Unit, UCL, 17 Queen Square, London, UK
    Neural Netw 19:1153-60. 2006

Detail Information

Publications18

  1. ncbi request reprint Dopamine: at the intersection of reward and action
    Nathaniel D Daw
    Nat Neurosci 10:1505-7. 2007
  2. ncbi request reprint Representation and timing in theories of the dopamine system
    Nathaniel D Daw
    UCL, Gatsby Computational Neuroscience Unit, London, WC1N3AR, UK
    Neural Comput 18:1637-77. 2006
    ..Finally, it offers new experimental predictions and a rich theoretical framework for designing future experiments...
  3. ncbi request reprint Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
    Nat Neurosci 8:1704-11. 2005
    ..This provides a unifying account of a wealth of experimental evidence about the factors favoring dominance by either system...
  4. ncbi request reprint The computational neurobiology of learning and reward
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, UCL, Alexandra House, 17 Queen Square, London, WC1N 3AR, UK
    Curr Opin Neurobiol 16:199-204. 2006
    ....
  5. pmc Cortical substrates for exploratory decisions in humans
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London UCL, Alexandra House, 17 Queen Square, London WC1N 3AR, UK
    Nature 441:876-9. 2006
    ....
  6. doi request reprint Decision theory, reinforcement learning, and the brain
    Peter Dayan
    University College London, London, England
    Cogn Affect Behav Neurosci 8:429-53. 2008
    ....
  7. ncbi request reprint Neuroscience. Matchmaking
    Nathaniel D Daw
    Gatsby Computational Neuroscience Unit, University College London, London WC1N 3AR, UK
    Science 304:1753-4. 2004
  8. pmc Striatal activity underlies novelty-based choice in humans
    Bianca C Wittmann
    Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N3BG, UK
    Neuron 58:967-73. 2008
    ..These data indicate that the brain uses perceptual novelty to approximate choice uncertainty in decision making, which in certain contexts gives rise to a newly identified and quantifiable source of human irrationality...
  9. pmc A dual role for prediction error in associative learning
    Hanneke E M den Ouden
    Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK
    Cereb Cortex 19:1175-85. 2009
    ..These results posit a dual role for prediction-error in encoding surprise and driving associative plasticity...
  10. ncbi request reprint The misbehavior of value and the discipline of the will
    Peter Dayan
    Gatsby Computational Neuroscience Unit, UCL, 17 Queen Square, London, UK
    Neural Netw 19:1153-60. 2006
    ..The misbehavior created by Pavlovian values can be quite debilitating; we discuss how it may be disciplined...
  11. doi request reprint Serotonin selectively modulates reward value in human decision-making
    Ben Seymour
    Wellcome Trust Centre for Neuroimaging, University College London UCL, London WC1N 3BG, United Kingdom
    J Neurosci 32:5833-42. 2012
    ..Our results provide evidence for a surprising role for serotonin in reward processing, while illustrating its complex and multifarious effects...
  12. ncbi request reprint Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making
    Tom Schonberg
    Department of Psychology, Tel Aviv University, Tel Aviv 69978, Israel
    J Neurosci 27:12860-7. 2007
    ..Thus, spontaneously observed individual differences in decision making performance demonstrate the suggested dependence of this type of learning on the functional integrity of the dopaminergic striatal system in humans...
  13. ncbi request reprint Tonic dopamine: opportunity costs and the control of response vigor
    Yael Niv
    Interdisciplinary Center for Neural Computation, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
    Psychopharmacology (Berl) 191:507-20. 2007
    ....
  14. ncbi request reprint Choice values
    Yael Niv
    Nat Neurosci 9:987-8. 2006
  15. ncbi request reprint Bayesian theories of conditioning in a changing world
    Aaron C Courville
    Département d informatique et de recherche opérationnelle, Universite de Montreal, Montreal, QC H3C 3J7, Canada
    Trends Cogn Sci 10:294-300. 2006
    ....
  16. ncbi request reprint A computational substrate for incentive salience
    Samuel M McClure
    Center for Theoretical Neuroscience, Human Neuroimaging Laboratory, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA
    Trends Neurosci 26:423-8. 2003
    ..To the contrary, we demonstrate that both of these functions can be captured in a single computational model of the involvement of dopamine in reward prediction for the purpose of reward seeking...
  17. ncbi request reprint Long-term reward prediction in TD models of the dopamine system
    Nathaniel D Daw
    Computer Science Department and Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA 15213, USA
    Neural Comput 14:2567-83. 2002
    ..Some of these predictions suggest new computational explanations for previously puzzling data, such as indications from microdialysis studies of elevated DA activity triggered by aversive events...
  18. ncbi request reprint Opponent interactions between serotonin and dopamine
    Nathaniel D Daw
    Computer Science Department and Center for the Neural Basis of Cognition, School of Computer Science, Carnegie Mellon University, Pittsburgh PA 15213 3891, USA
    Neural Netw 15:603-16. 2002
    ....