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The application of computational models to social neuroscience: promises and pitfalls.

Charpentier CJ, O'Doherty JP.

Soc Neurosci. 2018 Sep 12:1-11. doi: 10.1080/17470919.2018.1518834. [Epub ahead of print]


Stressful Events as Teaching Signals for the Brain.

Trapp S, O'Doherty JP, Schwabe L.

Trends Cogn Sci. 2018 Jun;22(6):475-478. doi: 10.1016/j.tics.2018.03.007. Epub 2018 Apr 11.


Neural substrates of social facilitation effects on incentive-based performance.

Chib VS, Adachi R, O'Doherty JP.

Soc Cogn Affect Neurosci. 2018 Apr 10. doi: 10.1093/scan/nsy024. [Epub ahead of print]


Elucidating the underlying components of food valuation in the human orbitofrontal cortex.

Suzuki S, Cross L, O'Doherty JP.

Nat Neurosci. 2017 Dec;20(12):1780-1786. doi: 10.1038/s41593-017-0008-x. Epub 2017 Oct 23.


Distinct prediction errors in mesostriatal circuits of the human brain mediate learning about the values of both states and actions: evidence from high-resolution fMRI.

Colas JT, Pauli WM, Larsen T, Tyszka JM, O'Doherty JP.

PLoS Comput Biol. 2017 Oct 19;13(10):e1005810. doi: 10.1371/journal.pcbi.1005810. eCollection 2017 Oct.


A causal account of the brain network computations underlying strategic social behavior.

Hill CA, Suzuki S, Polania R, Moisa M, O'Doherty JP, Ruff CC.

Nat Neurosci. 2017 Aug;20(8):1142-1149. doi: 10.1038/nn.4602. Epub 2017 Jul 10.


Selective impairment of goal-directed decision-making following lesions to the human ventromedial prefrontal cortex.

Reber J, Feinstein JS, O'Doherty JP, Liljeholm M, Adolphs R, Tranel D.

Brain. 2017 Jun 1;140(6):1743-1756. doi: 10.1093/brain/awx105.


Learning, Reward, and Decision Making.

O'Doherty JP, Cockburn J, Pauli WM.

Annu Rev Psychol. 2017 Jan 3;68:73-100. doi: 10.1146/annurev-psych-010416-044216. Epub 2016 Sep 28. Review.


Testosterone causes both prosocial and antisocial status-enhancing behaviors in human males.

Dreher JC, Dunne S, Pazderska A, Frodl T, Nolan JJ, O'Doherty JP.

Proc Natl Acad Sci U S A. 2016 Oct 11;113(41):11633-11638. Epub 2016 Sep 26.


Dopamine and the Adolescent Brain: Do Errors in Prediction Make the Difference?

Pauli WM, O'Doherty JP.

Biol Psychiatry. 2016 Jun 1;79(11):870-1. doi: 10.1016/j.biopsych.2016.03.2105. No abstract available.


The involvement of model-based but not model-free learning signals during observational reward learning in the absence of choice.

Dunne S, D'Souza A, O'Doherty JP.

J Neurophysiol. 2016 Jun 1;115(6):3195-203. doi: 10.1152/jn.00046.2016. Epub 2016 Apr 6.


Behavioral contagion during learning about another agent's risk-preferences acts on the neural representation of decision-risk.

Suzuki S, Jensen EL, Bossaerts P, O'Doherty JP.

Proc Natl Acad Sci U S A. 2016 Apr 5;113(14):3755-60. doi: 10.1073/pnas.1600092113. Epub 2016 Mar 21. Erratum in: Proc Natl Acad Sci U S A. 2017 Jun 27;114(26):E5278.


Distinct Contributions of Ventromedial and Dorsolateral Subregions of the Human Substantia Nigra to Appetitive and Aversive Learning.

Pauli WM, Larsen T, Collette S, Tyszka JM, Seymour B, O'Doherty JP.

J Neurosci. 2015 Oct 21;35(42):14220-33. doi: 10.1523/JNEUROSCI.2277-15.2015.


Multiple Systems for the Motivational Control of Behavior and Associated Neural Substrates in Humans.

O'Doherty JP.

Curr Top Behav Neurosci. 2016;27:291-312. doi: 10.1007/7854_2015_386. Review.


Impaired reward processing in the human prefrontal cortex distinguishes between persistent and remittent attention deficit hyperactivity disorder.

Wetterling F, McCarthy H, Tozzi L, Skokauskas N, O'Doherty JP, Mulligan A, Meaney J, Fagan AJ, Gill M, Frodl T.

Hum Brain Mapp. 2015 Nov;36(11):4648-63. doi: 10.1002/hbm.22944. Epub 2015 Aug 19.


Neural computations mediating one-shot learning in the human brain.

Lee SW, O'Doherty JP, Shimojo S.

PLoS Biol. 2015 Apr 28;13(4):e1002137. doi: 10.1371/journal.pbio.1002137. eCollection 2015 Apr.


Differentiating neural systems mediating the acquisition vs. expression of goal-directed and habitual behavioral control.

Liljeholm M, Dunne S, O'Doherty JP.

Eur J Neurosci. 2015 May;41(10):1358-71. doi: 10.1111/ejn.12897. Epub 2015 Apr 18.


Neural mechanisms underlying human consensus decision-making.

Suzuki S, Adachi R, Dunne S, Bossaerts P, O'Doherty JP.

Neuron. 2015 Apr 22;86(2):591-602. doi: 10.1016/j.neuron.2015.03.019. Epub 2015 Apr 9.


Characterizing the associative content of brain structures involved in habitual and goal-directed actions in humans: a multivariate FMRI study.

McNamee D, Liljeholm M, Zika O, O'Doherty JP.

J Neurosci. 2015 Mar 4;35(9):3764-71. doi: 10.1523/JNEUROSCI.4677-14.2015.


The effects of incentive framing on performance decrements for large monetary outcomes: behavioral and neural mechanisms.

Chib VS, Shimojo S, O'Doherty JP.

J Neurosci. 2014 Nov 5;34(45):14833-44. doi: 10.1523/JNEUROSCI.1491-14.2014.


Stimulus devaluation induced by stopping action.

Wessel JR, O'Doherty JP, Berkebile MM, Linderman D, Aron AR.

J Exp Psychol Gen. 2014 Dec;143(6):2316-29. doi: 10.1037/xge0000022. Epub 2014 Oct 13.


Uncovering the spatio-temporal dynamics of value-based decision-making in the human brain: a combined fMRI-EEG study.

Larsen T, O'Doherty JP.

Philos Trans R Soc Lond B Biol Sci. 2014 Nov 5;369(1655). pii: 20130473. doi: 10.1098/rstb.2013.0473.


Anterior insula activity reflects the effects of intentionality on the anticipation of aversive stimulation.

Liljeholm M, Dunne S, O'Doherty JP.

J Neurosci. 2014 Aug 20;34(34):11339-48. doi: 10.1523/JNEUROSCI.1126-14.2014.


Distinguishing informational from value-related encoding of rewarding and punishing outcomes in the human brain.

Jessup RK, O'Doherty JP.

Eur J Neurosci. 2014 Jun;39(11):2014-26. doi: 10.1111/ejn.12625. Epub 2014 May 24.


The problem with value.

O'Doherty JP.

Neurosci Biobehav Rev. 2014 Jun;43:259-68. doi: 10.1016/j.neubiorev.2014.03.027. Epub 2014 Apr 13. Review.


Neural computations underlying arbitration between model-based and model-free learning.

Lee SW, Shimojo S, O'Doherty JP.

Neuron. 2014 Feb 5;81(3):687-99. doi: 10.1016/j.neuron.2013.11.028.


The behavioral and neural mechanisms underlying the tracking of expertise.

Boorman ED, O'Doherty JP, Adolphs R, Rangel A.

Neuron. 2013 Dec 18;80(6):1558-71. doi: 10.1016/j.neuron.2013.10.024.


In the mind of the market: theory of mind biases value computation during financial bubbles.

De Martino B, O'Doherty JP, Ray D, Bossaerts P, Camerer C.

Neuron. 2013 Sep 18;79(6):1222-31. doi: 10.1016/j.neuron.2013.07.003. Erratum in: Neuron. 2013 Nov 20;80(4):1102.


Neural correlates of the divergence of instrumental probability distributions.

Liljeholm M, Wang S, Zhang J, O'Doherty JP.

J Neurosci. 2013 Jul 24;33(30):12519-27. doi: 10.1523/JNEUROSCI.1353-13.2013.


The neural representation of unexpected uncertainty during value-based decision making.

Payzan-LeNestour E, Dunne S, Bossaerts P, O'Doherty JP.

Neuron. 2013 Jul 10;79(1):191-201. doi: 10.1016/j.neuron.2013.04.037.


The role of the posterior temporal and medial prefrontal cortices in mediating learning from romantic interest and rejection.

Cooper JC, Dunne S, Furey T, O'Doherty JP.

Cereb Cortex. 2014 Sep;24(9):2502-11. doi: 10.1093/cercor/bht102. Epub 2013 Apr 18.


Insights from the application of computational neuroimaging to social neuroscience.

Dunne S, O'Doherty JP.

Curr Opin Neurobiol. 2013 Jun;23(3):387-92. doi: 10.1016/j.conb.2013.02.007. Epub 2013 Mar 18. Review.


Evidence for model-based computations in the human amygdala during Pavlovian conditioning.

Prévost C, McNamee D, Jessup RK, Bossaerts P, O'Doherty JP.

PLoS Comput Biol. 2013;9(2):e1002918. doi: 10.1371/journal.pcbi.1002918. Epub 2013 Feb 21.


Category-dependent and category-independent goal-value codes in human ventromedial prefrontal cortex.

McNamee D, Rangel A, O'Doherty JP.

Nat Neurosci. 2013 Apr;16(4):479-85. doi: 10.1038/nn.3337. Epub 2013 Feb 17.


Dorsomedial prefrontal cortex mediates rapid evaluations predicting the outcome of romantic interactions.

Cooper JC, Dunne S, Furey T, O'Doherty JP.

J Neurosci. 2012 Nov 7;32(45):15647-56. doi: 10.1523/JNEUROSCI.2558-12.2012.


Choosing for me or choosing for you: value in medial prefrontal cortex.

Dunne S, O'Doherty JP.

Neuron. 2012 Sep 20;75(6):942-4. doi: 10.1016/j.neuron.2012.09.005.


Contributions of the striatum to learning, motivation, and performance: an associative account.

Liljeholm M, O'Doherty JP.

Trends Cogn Sci. 2012 Sep;16(9):467-75. doi: 10.1016/j.tics.2012.07.007. Epub 2012 Aug 10. Review.


Dissociable brain systems mediate vicarious learning of stimulus-response and action-outcome contingencies.

Liljeholm M, Molloy CJ, O'Doherty JP.

J Neurosci. 2012 Jul 18;32(29):9878-86. doi: 10.1523/JNEUROSCI.0548-12.2012.


Anterior prefrontal cortex contributes to action selection through tracking of recent reward trends.

Kovach CK, Daw ND, Rudrauf D, Tranel D, O'Doherty JP, Adolphs R.

J Neurosci. 2012 Jun 20;32(25):8434-42. doi: 10.1523/JNEUROSCI.5468-11.2012.


Neural correlates of specific and general Pavlovian-to-Instrumental Transfer within human amygdalar subregions: a high-resolution fMRI study.

Prévost C, Liljeholm M, Tyszka JM, O'Doherty JP.

J Neurosci. 2012 Jun 13;32(24):8383-90. doi: 10.1523/JNEUROSCI.6237-11.2012.


Reward Predictions and Computations.

O’Doherty JP.

In: Gottfried JA, editor. Neurobiology of Sensation and Reward. Boca Raton (FL): CRC Press/Taylor & Francis; 2011. Chapter 14.


Neural mechanisms underlying paradoxical performance for monetary incentives are driven by loss aversion.

Chib VS, De Martino B, Shimojo S, O'Doherty JP.

Neuron. 2012 May 10;74(3):582-94. doi: 10.1016/j.neuron.2012.02.038.


Beyond simple reinforcement learning: the computational neurobiology of reward-learning and valuation.

O'Doherty JP.

Eur J Neurosci. 2012 Apr;35(7):987-90. doi: 10.1111/j.1460-9568.2012.08074.x.


Anything you can do, you can do better: neural substrates of incentive-based performance enhancement.

Liljeholm M, O'Doherty JP.

PLoS Biol. 2012 Feb;10(2):e1001272. doi: 10.1371/journal.pbio.1001272. Epub 2012 Feb 21.


Neural prediction errors reveal a risk-sensitive reinforcement-learning process in the human brain.

Niv Y, Edlund JA, Dayan P, O'Doherty JP.

J Neurosci. 2012 Jan 11;32(2):551-62. doi: 10.1523/JNEUROSCI.5498-10.2012.


Contributions of the ventromedial prefrontal cortex to goal-directed action selection.

O'Doherty JP.

Ann N Y Acad Sci. 2011 Dec;1239:118-29. doi: 10.1111/j.1749-6632.2011.06290.x. Review.


Transformation of stimulus value signals into motor commands during simple choice.

Hare TA, Schultz W, Camerer CF, O'Doherty JP, Rangel A.

Proc Natl Acad Sci U S A. 2011 Nov 1;108(44):18120-5. doi: 10.1073/pnas.1109322108. Epub 2011 Oct 17.


The decision value computations in the vmPFC and striatum use a relative value code that is guided by visual attention.

Lim SL, O'Doherty JP, Rangel A.

J Neurosci. 2011 Sep 14;31(37):13214-23. doi: 10.1523/JNEUROSCI.1246-11.2011.


Human dorsal striatum encodes prediction errors during observational learning of instrumental actions.

Cooper JC, Dunne S, Furey T, O'Doherty JP.

J Cogn Neurosci. 2012 Jan;24(1):106-18. doi: 10.1162/jocn_a_00114. Epub 2011 Aug 3.

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