Michael J Frank

Michael J Frank

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Michael J Frank

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Approach-Avoidance Conflict in Major Depressive Disorder: Congruent Neural Findings in Humans and Nonhuman Primates.

Biol Psychiatry 2020 Mar 6;87(5):399-408. Epub 2019 Sep 6.

Center for Depression, Anxiety and Stress Research, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts. Electronic address:

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http://dx.doi.org/10.1016/j.biopsych.2019.08.022DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007869PMC
March 2020

Social reinforcement learning as a predictor of real-life experiences in individuals with high and low depressive symptomatology.

Psychol Med 2019 Dec 13:1-8. Epub 2019 Dec 13.

School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK.

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http://dx.doi.org/10.1017/S0033291719003222DOI Listing
December 2019

Statistical context dictates the relationship between feedback-related EEG signals and learning.

Elife 2019 08 21;8. Epub 2019 Aug 21.

Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, United States.

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http://dx.doi.org/10.7554/eLife.46975DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6716947PMC
August 2019

Positive reward prediction errors during decision-making strengthen memory encoding.

Nat Hum Behav 2019 07 6;3(7):719-732. Epub 2019 May 6.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, USA.

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http://dx.doi.org/10.1038/s41562-019-0597-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6625913PMC
July 2019

Dissecting the impact of depression on decision-making.

Psychol Med 2019 Jul 8:1-10. Epub 2019 Jul 8.

Center for Depression, Anxiety and Stress Research, McLean Hospital/Harvard Medical School,Belmont,Massachusetts,USA.

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http://dx.doi.org/10.1017/S0033291719001570DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6946886PMC
July 2019

Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies.

PLoS Comput Biol 2019 06 18;15(6):e1007043. Epub 2019 Jun 18.

Princeton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1007043DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6581260PMC
June 2019

Cross-Task Contributions of Frontobasal Ganglia Circuitry in Response Inhibition and Conflict-Induced Slowing.

Cereb Cortex 2019 05;29(5):1969-1983

Department of Cognitive, Linguistic and Psychological Sciences, and Brown Institute for Brain Sciences, Brown University, Providence, Rhode Island, USA.

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http://dx.doi.org/10.1093/cercor/bhy076DOI Listing
May 2019

Identifying the neural correlates of doorway freezing in Parkinson's disease.

Hum Brain Mapp 2019 05 13;40(7):2055-2064. Epub 2019 Jan 13.

Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia.

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http://dx.doi.org/10.1002/hbm.24506DOI Listing
May 2019

Impaired Expected Value Computations in Schizophrenia Are Associated With a Reduced Ability to Integrate Reward Probability and Magnitude of Recent Outcomes.

Biol Psychiatry Cogn Neurosci Neuroimaging 2019 03 7;4(3):280-290. Epub 2018 Dec 7.

Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland.

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http://dx.doi.org/10.1016/j.bpsc.2018.11.011DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399031PMC
March 2019

Increased conflict-induced slowing, but no differences in conflict-induced positive or negative prediction error learning in patients with schizophrenia.

Neuropsychologia 2019 02 27;123:131-140. Epub 2018 Apr 27.

Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, United States. Electronic address:

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http://dx.doi.org/10.1016/j.neuropsychologia.2018.04.031DOI Listing
February 2019

Daily-life stress differentially impacts ventral striatal dopaminergic modulation of reward processing in first-degree relatives of individuals with psychosis.

Eur Neuropsychopharmacol 2018 12 25;28(12):1314-1324. Epub 2018 Oct 25.

Center for Contextual Psychiatry, Department of Neuroscience, KU Leuven - Leuven University, Kapucijnenvoer 33, blok i, Leuven, 3000, Belgium.

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http://dx.doi.org/10.1016/j.euroneuro.2018.10.002DOI Listing
December 2018

Impaired Expected Value Computations Coupled With Overreliance on Stimulus-Response Learning in Schizophrenia.

Biol Psychiatry Cogn Neurosci Neuroimaging 2018 11 3;3(11):916-926. Epub 2018 Apr 3.

Department of Cognitive, Linguistic & Psychological Sciences and Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island.

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http://dx.doi.org/10.1016/j.bpsc.2018.03.014DOI Listing
November 2018

Frontal network dynamics reflect neurocomputational mechanisms for reducing maladaptive biases in motivated action.

PLoS Biol 2018 10 18;16(10):e2005979. Epub 2018 Oct 18.

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1371/journal.pbio.2005979DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207318PMC
October 2018

Chunking as a rational strategy for lossy data compression in visual working memory.

Psychol Rev 2018 07;125(4):486-511

Department of Cognitive, Linguistic, and Psychological Sciences, Brown Institute for Brain Science, Brown University.

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http://dx.doi.org/10.1037/rev0000101DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6026019PMC
July 2018

Dopamine D2 agonist affects visuospatial working memory distractor interference depending on individual differences in baseline working memory span.

Cogn Affect Behav Neurosci 2018 06;18(3):509-520

Department of Neurosciences, University of New Mexico, Albuquerque, NM, 87106, USA.

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http://dx.doi.org/10.3758/s13415-018-0584-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686845PMC
June 2018

Compositional clustering in task structure learning.

PLoS Comput Biol 2018 04 19;14(4):e1006116. Epub 2018 Apr 19.

Department of Cognitive, Linguistic & Psychological Sciences, Brown University, Providence, Rhode Island, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1006116DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5929577PMC
April 2018

Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory.

Proc Natl Acad Sci U S A 2018 03 20;115(10):2502-2507. Epub 2018 Feb 20.

Department of Cognitive, Linguistic and Psychological Science, Brown Institute for Brain Sciences, Brown University, Providence, RI 02912.

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http://dx.doi.org/10.1073/pnas.1720963115DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877949PMC
March 2018

Motivational Deficits in Schizophrenia Are Associated With Reduced Differentiation Between Gain and Loss-Avoidance Feedback in the Striatum.

Biol Psychiatry Cogn Neurosci Neuroimaging 2018 03 12;3(3):239-247. Epub 2017 Aug 12.

Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland.

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http://dx.doi.org/10.1016/j.bpsc.2017.07.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5833021PMC
March 2018

Stimulus discriminability may bias value-based probabilistic learning.

PLoS One 2017 8;12(5):e0176205. Epub 2017 May 8.

Department of Experimental Psychology and Psychopharmacology, Helmholtz Institute, Utrecht University, Utrecht, The Netherlands.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0176205PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5421749PMC
September 2017

Interactions Among Working Memory, Reinforcement Learning, and Effort in Value-Based Choice: A New Paradigm and Selective Deficits in Schizophrenia.

Biol Psychiatry 2017 09 31;82(6):431-439. Epub 2017 May 31.

Brown Institute for Brain Sciences, Department of Cognitive Linguistic and Psychological Science, Brown University, Providence, Rhode Island.

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http://dx.doi.org/10.1016/j.biopsych.2017.05.017DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573149PMC
September 2017

Theory-Based Computational Psychiatry.

Biol Psychiatry 2017 09;82(6):382-384

Department of Cognitive, Linguistic and Psychological Sciences, Department of Psychiatry and Human Behavior, and the Brown Institute for Brain Science, Brown University, Providence, Rhode Island.

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http://dx.doi.org/10.1016/j.biopsych.2017.07.016DOI Listing
September 2017

The drift diffusion model as the choice rule in reinforcement learning.

Psychon Bull Rev 2017 08;24(4):1234-1251

Department of Psychology, University of Oslo, Oslo, Norway.

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http://dx.doi.org/10.3758/s13423-016-1199-yDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5487295PMC
August 2017

Striatal dopaminergic modulation of reinforcement learning predicts reward-oriented behavior in daily life.

Biol Psychol 2017 07 29;127:1-9. Epub 2017 Apr 29.

Center for Contextual Psychiatry, Department of Neuroscience, KU Leuven - Leuven University, Leuven, Belgium.

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http://dx.doi.org/10.1016/j.biopsycho.2017.04.014DOI Listing
July 2017

Working Memory Load Strengthens Reward Prediction Errors.

J Neurosci 2017 04 20;37(16):4332-4342. Epub 2017 Mar 20.

Department of Cognitive, Linguistics, and Psychological Sciences, and.

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http://dx.doi.org/10.1523/JNEUROSCI.2700-16.2017DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5413179PMC
April 2017

Impulse control disorders and levodopa-induced dyskinesias in Parkinson's disease: an update.

Lancet Neurol 2017 03 15;16(3):238-250. Epub 2017 Feb 15.

Université de Bordeaux, Institut des Maladies Neurodégénératives, Bordeaux, France; Centre National de la Recherche Scientifique, Institut des Maladies Neurodégénératives, Bordeaux, France.

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http://dx.doi.org/10.1016/S1474-4422(17)30004-2DOI Listing
March 2017

An Integrative Perspective on the Role of Dopamine in Schizophrenia.

Biol Psychiatry 2017 01 1;81(1):52-66. Epub 2016 Jun 1.

Department of Cognitive, Linguistic and Psychological Sciences, the Department of Psychiatry and Human Behavior, and the Brown Institute for Brain Science, Brown University, Providence, Rhode Island.

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http://dx.doi.org/10.1016/j.biopsych.2016.05.021DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5486232PMC
January 2017

Taming the beast: extracting generalizable knowledge from computational models of cognition.

Curr Opin Behav Sci 2016 Oct;11:49-54

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence RI 02912-1821.

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https://linkinghub.elsevier.com/retrieve/pii/S23521546163008
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http://dx.doi.org/10.1016/j.cobeha.2016.04.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5001502PMC
October 2016

Role of Prefrontal Cortex in Learning and Generalizing Hierarchical Rules in 8-Month-Old Infants.

J Neurosci 2016 10;36(40):10314-10322

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, Rhode Island 02912, and

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http://dx.doi.org/10.1523/JNEUROSCI.1351-16.2016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5050327PMC
October 2016

Motor symptoms in Parkinson's disease: A unified framework.

Neurosci Biobehav Rev 2016 Sep 12;68:727-740. Epub 2016 Jul 12.

Cognitive Motor Neuroscience Group and Unit of Functional Neurosurgery, Sobell Department of Motor Neuroscience and Movement Disorders, UCL Institute of Neurology, The National Hospital for Neurology and Neurosurgery London, UK.

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http://dx.doi.org/10.1016/j.neubiorev.2016.07.010DOI Listing
September 2016

Probabilistic Reinforcement Learning in Patients With Schizophrenia: Relationships to Anhedonia and Avolition.

Biol Psychiatry Cogn Neurosci Neuroimaging 2016 Sep;1(5):460-473

Departments of Psychological & Brain Sciences, Psychiatry, and Radiology, Washington University in St. Louis.

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http://dx.doi.org/10.1016/j.bpsc.2016.05.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098503PMC
September 2016

Probability and magnitude evaluation in schizophrenia.

Schizophr Res Cogn 2016 Sep 20;5:41-46. Epub 2016 Jul 20.

Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, United States.

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http://dx.doi.org/10.1016/j.scog.2016.06.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5514296PMC
September 2016

Reduction of Pavlovian Bias in Schizophrenia: Enhanced Effects in Clozapine-Administered Patients.

PLoS One 2016 4;11(4):e0152781. Epub 2016 Apr 4.

Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, Maryland, United States of America.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152781PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4833478PMC
August 2016

Biases in the Explore-Exploit Tradeoff in Addictions: The Role of Avoidance of Uncertainty.

Neuropsychopharmacology 2016 Mar 15;41(4):940-8. Epub 2015 Jul 15.

Institute of Behavioural and Clinical Neuroscience, University of Cambridge, Cambridge, UK.

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http://dx.doi.org/10.1038/npp.2015.208DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4650253PMC
March 2016

Computational psychiatry as a bridge from neuroscience to clinical applications.

Nat Neurosci 2016 Mar;19(3):404-13

Computation in Brain and Mind, Brown Institute for Brain Science, Psychiatry and Human Behavior, Brown University, Providence, USA.

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http://dx.doi.org/10.1038/nn.4238DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5443409PMC
March 2016

A Neural Correlate of Strategic Exploration at the Onset of Adolescence.

J Cogn Neurosci 2016 Feb 21;28(2):199-209. Epub 2015 Oct 21.

Brown University.

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http://dx.doi.org/10.1162/jocn_a_00896DOI Listing
February 2016

Surprise! Dopamine signals mix action, value and error.

Nat Neurosci 2016 Jan;19(1):3-5

Department of Cognitive, Linguistic and Psychological Sciences and Brown Institute for Brain Sciences, Brown University, Providence, Rhode Island, USA.

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http://dx.doi.org/10.1038/nn.4207DOI Listing
January 2016

Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning.

J Neurosci 2016 Jan;36(4):1211-22

Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, Rhode Island 02912, Brown Institute for Brain Science, Brown University, Providence, Rhode Island 02912.

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http://www.jneurosci.org/content/36/4/1211.full.pdf
Web Search
http://www.jneurosci.org/cgi/doi/10.1523/JNEUROSCI.1901-15.2
Publisher Site
http://dx.doi.org/10.1523/JNEUROSCI.1901-15.2016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728725PMC
January 2016

Effort cost computation in schizophrenia: a commentary on the recent literature.

Biol Psychiatry 2015 Dec 11;78(11):747-53. Epub 2015 May 11.

Departments of Cognitive and Linguistic Sciences and Psychology, Brown University, Providence, Rhode Island.

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http://dx.doi.org/10.1016/j.biopsych.2015.05.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4636936PMC
December 2015

Interactionist Neuroscience.

Neuron 2015 Dec;88(5):855-860

Brown Institute for Brain Science, Brown University, Providence, RI 02912-1978, USA; Department of Neuroscience, Brown University, Providence, RI 02912-1978, USA.

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http://dx.doi.org/10.1016/j.neuron.2015.10.021DOI Listing
December 2015

A cholinergic feedback circuit to regulate striatal population uncertainty and optimize reinforcement learning.

Elife 2015 Dec 25;4. Epub 2015 Dec 25.

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, United States.

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http://dx.doi.org/10.7554/eLife.12029DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4764588PMC
December 2015

Atypical Learning in Autism Spectrum Disorders: A Functional Magnetic Resonance Imaging Study of Transitive Inference.

J Am Acad Child Adolesc Psychiatry 2015 Nov 3;54(11):947-55. Epub 2015 Sep 3.

University of California, Davis (UC Davis); UC Davis Imaging Research Center, Davis, CA; MIND Institute, Davis; Center for Neuroscience of UC Davis.

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http://dx.doi.org/10.1016/j.jaac.2015.08.010DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4624100PMC
November 2015

Spontaneous eye blink rate predicts learning from negative, but not positive, outcomes.

Neuropsychologia 2015 May 27;71:126-32. Epub 2015 Mar 27.

Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, USA.

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http://dx.doi.org/10.1016/j.neuropsychologia.2015.03.028DOI Listing
May 2015

Dopaminergic basis for impairments in functional connectivity across subdivisions of the striatum in Parkinson's disease.

Hum Brain Mapp 2015 Apr 25;36(4):1278-91. Epub 2014 Nov 25.

Brain and Mind Research Institute, The University of Sydney, Sydney, NSW, Australia; University of Queensland Centre for Clinical Research, University of Queensland, Brisbane, QLD, Australia.

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http://dx.doi.org/10.1002/hbm.22701DOI Listing
April 2015

Striatal D1 and D2 signaling differentially predict learning from positive and negative outcomes.

Neuroimage 2015 Apr 3;109:95-101. Epub 2015 Jan 3.

Montreal Neurological Institute, McGill University, 3801 University Street, Montreal, Quebec H3A 2B4, Canada. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2014.12.070DOI Listing
April 2015

Cognitive correlates of psychosis in patients with Parkinson's disease.

Cogn Neuropsychiatry 2014 21;19(5):381-98. Epub 2014 Jan 21.

a Department of Veterans Affairs , New Jersey Health Care System , East Orange , NJ , USA.

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http://dx.doi.org/10.1080/13546805.2013.877385DOI Listing
March 2015

Feedback-driven trial-by-trial learning in autism spectrum disorders.

Am J Psychiatry 2015 Feb 31;172(2):173-81. Epub 2014 Oct 31.

From the Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento Calif.; the University of California, Davis, MIND Institute, Sacramento, Calif.; the University of California, Davis, Imaging Research Center, Sacramento, Calif.; the Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, R.I.; the University of Arizona; and the University of California, Davis, Center for Neuroscience, Sacramento, Calif.

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http://ski.clps.brown.edu/papers/SolomonEtAl_AJP.pdf
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http://psychiatryonline.org/doi/abs/10.1176/appi.ajp.2014.14
Publisher Site
http://dx.doi.org/10.1176/appi.ajp.2014.14010036DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5538105PMC
February 2015

How cognitive theory guides neuroscience.

Cognition 2015 Feb 8;135:14-20. Epub 2014 Dec 8.

Cognitive, Linguistic & Psychological Sciences, Brown Institute for Brain Science, United States. Electronic address:

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http://dx.doi.org/10.1016/j.cognition.2014.11.009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4601572PMC
February 2015

Dopamine, locus of control, and the exploration-exploitation tradeoff.

Neuropsychopharmacology 2015 Jan 30;40(2):454-62. Epub 2014 Jul 30.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, USA.

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http://dx.doi.org/10.1038/npp.2014.193DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4443960PMC
January 2015

fMRI and EEG predictors of dynamic decision parameters during human reinforcement learning.

J Neurosci 2015 Jan;35(2):485-94

Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, Rhode Island 02912, Brown Institute for Brain Science, Providence, Rhode Island 09212.

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http://dx.doi.org/10.1523/JNEUROSCI.2036-14.2015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4293405PMC
January 2015

The subthalamic nucleus contributes to post-error slowing.

J Cogn Neurosci 2014 Nov 6;26(11):2637-44. Epub 2014 May 6.

University of New Mexico.

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http://dx.doi.org/10.1162/jocn_a_00659DOI Listing
November 2014

Conflict acts as an implicit cost in reinforcement learning.

Nat Commun 2014 Nov 4;5:5394. Epub 2014 Nov 4.

1] Department of Cognitive, Linguistic and Psychological Sciences, Brown University, 190 Thayer Street, Providence, Rhode Island 02912-1821, USA [2] Department of Psychiatry, Brown University, Box G-A1, Providence, Rhode Island 02912, USA [3] Brown Institute for Brain Science, Brown University, Box 1953 2 Stimson Ave., Providence, Rhode Island 02912, USA.

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http://dx.doi.org/10.1038/ncomms6394DOI Listing
November 2014

Working memory contributions to reinforcement learning impairments in schizophrenia.

J Neurosci 2014 Oct;34(41):13747-56

Department of Cognitive, Linguistics, and Psychological Sciences, Brown University, Providence, Rhode Island 02912, and.

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http://www.jneurosci.org/lookup/doi/10.1523/JNEUROSCI.0989-1
Publisher Site
http://dx.doi.org/10.1523/JNEUROSCI.0989-14.2014DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4188972PMC
October 2014

Eye tracking and pupillometry are indicators of dissociable latent decision processes.

J Exp Psychol Gen 2014 Aug 17;143(4):1476-88. Epub 2014 Feb 17.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University.

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http://dx.doi.org/10.1037/a0035813DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4114997PMC
August 2014

Frontal theta as a mechanism for cognitive control.

Trends Cogn Sci 2014 Aug 15;18(8):414-21. Epub 2014 May 15.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI 02915, USA.

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http://dx.doi.org/10.1016/j.tics.2014.04.012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4112145PMC
August 2014

A reinforcement learning mechanism responsible for the valuation of free choice.

Neuron 2014 Aug 24;83(3):551-7. Epub 2014 Jul 24.

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, RI 02912, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2014.06.035DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4126879PMC
August 2014

Opponent actor learning (OpAL): modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive.

Psychol Rev 2014 Jul;121(3):337-66

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University.

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http://doi.apa.org/getdoi.cfm?doi=10.1037/a0037015
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http://dx.doi.org/10.1037/a0037015DOI Listing
July 2014

Reduced susceptibility to confirmation bias in schizophrenia.

Cogn Affect Behav Neurosci 2014 Jun;14(2):715-28

Center for Neural Science, New York University, 4 Washington Pl, Room 873B, New York, NY, 10003, USA,

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http://dx.doi.org/10.3758/s13415-014-0250-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074440PMC
June 2014

Human EEG uncovers latent generalizable rule structure during learning.

J Neurosci 2014 Mar;34(13):4677-85

Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, Rhode Island 02912, and Department of Psychology, University of New Mexico, Albuquerque, New Mexico 87131.

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http://dx.doi.org/10.1523/JNEUROSCI.3900-13.2014DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3965790PMC
March 2014

Corticostriatal output gating during selection from working memory.

Neuron 2014 Feb;81(4):930-42

Cognitive, Linguistic, and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, RI 02912, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2014.01.002DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3955887PMC
February 2014

Common medial frontal mechanisms of adaptive control in humans and rodents.

Nat Neurosci 2013 Dec 20;16(12):1888-1895. Epub 2013 Oct 20.

The John B. Pierce Laboratory and Department of Neurobiology, Yale University School of Medicine.

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http://dx.doi.org/10.1038/nn.3549DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3840072PMC
December 2013

The role of frontostriatal impairment in freezing of gait in Parkinson's disease.

Front Syst Neurosci 2013 4;7:61. Epub 2013 Oct 4.

Parkinson's Disease Clinic, Brain and Mind Research Institute, The University of Sydney Sydney, NSW, Australia.

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http://dx.doi.org/10.3389/fnsys.2013.00061DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3790147PMC
October 2013

Stop! Stay tuned for more information.

Exp Neurol 2013 Sep 27;247:289-91. Epub 2013 Jan 27.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Box 1821, Providence, RI 02912, USA.

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http://dx.doi.org/10.1016/j.expneurol.2013.01.023DOI Listing
September 2013

Hypothetical decision making in schizophrenia: the role of expected value computation and "irrational" biases.

Psychiatry Res 2013 Sep 9;209(2):142-9. Epub 2013 May 9.

Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, P.O. Box 21247, Baltimore, MD 21228, USA.

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http://dx.doi.org/10.1016/j.psychres.2013.02.034DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3759571PMC
September 2013

HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python.

Front Neuroinform 2013 2;7:14. Epub 2013 Aug 2.

Department of Cognitive, Linguistic and Psychological Sciences, Brown University Providence, RI, USA.

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http://dx.doi.org/10.3389/fninf.2013.00014DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3731670PMC
August 2013

Pleasurable music affects reinforcement learning according to the listener.

Front Psychol 2013 21;4:541. Epub 2013 Aug 21.

Cognitive Brain Research Unit, Institute of Behavioral Sciences, University of Helsinki Helsinki, Finland ; Department of Music, Finnish Center of Excellence in Interdisciplinary Music Research, University of Jyväskylä Jyväskylä, Finland.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3748532PMC
August 2013

Negative symptoms of schizophrenia are associated with abnormal effort-cost computations.

Biol Psychiatry 2013 Jul 7;74(2):130-6. Epub 2013 Feb 7.

Department of Psychiatry, University of Maryland School of Medicine and Maryland Psychiatric Research Center, Baltimore, MD 21228, USA.

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http://dx.doi.org/10.1016/j.biopsych.2012.12.022DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3703817PMC
July 2013

Frontal theta overrides pavlovian learning biases.

J Neurosci 2013 May;33(19):8541-8

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, Rhode Island 02915, USA.

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http://dx.doi.org/10.1523/JNEUROSCI.5754-12.2013DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3707146PMC
May 2013

Sensitivity to reward and punishment in major depressive disorder: effects of rumination and of single versus multiple experiences.

Cogn Emot 2012 21;26(8):1475-85. Epub 2012 Jun 21.

Department of Psychology, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1080/02699931.2012.682973DOI Listing
April 2013

A computational model of inhibitory control in frontal cortex and basal ganglia.

Psychol Rev 2013 Apr;120(2):329-55

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, RI 02912-1821, USA.

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April 2013

Acute stress selectively reduces reward sensitivity.

Front Hum Neurosci 2013 11;7:133. Epub 2013 Apr 11.

Department of Psychology, Harvard University Cambridge, MA, USA ; Center for Depression, Anxiety and Stress Research, Harvard Medical School, McLean Hospital Belmont, MA, USA.

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http://dx.doi.org/10.3389/fnhum.2013.00133DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3622896PMC
April 2013

Cognitive control over learning: creating, clustering, and generalizing task-set structure.

Psychol Rev 2013 Jan;120(1):190-229

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, USA.

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http://dx.doi.org/10.1037/a0030852DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3974273PMC
January 2013

How preparation changes the need for top-down control of the basal ganglia when inhibiting premature actions.

J Neurosci 2012 Aug;32(32):10870-8

Department of Psychology and Cognitive Science Center Amsterdam, University of Amsterdam, 1018 XA Amsterdam, The Netherlands.

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http://dx.doi.org/10.1523/JNEUROSCI.0902-12.2012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6621019PMC
August 2012

Reinforcement-based decision making in corticostriatal circuits: mutual constraints by neurocomputational and diffusion models.

Neural Comput 2012 May 1;24(5):1186-229. Epub 2012 Feb 1.

Department of Psychology, The Ohio State University, Columbus, OH 43210, USA.

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http://dx.doi.org/10.1162/NECO_a_00270DOI Listing
May 2012

How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis.

Eur J Neurosci 2012 Apr;35(7):1024-35

Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, RI, USA.

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http://dx.doi.org/10.1111/j.1460-9568.2011.07980.xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3390186PMC
April 2012

Mechanisms of hierarchical reinforcement learning in corticostriatal circuits 1: computational analysis.

Cereb Cortex 2012 Mar 21;22(3):509-26. Epub 2011 Jun 21.

Department of Cognitive, Linguistic Sciences and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence RI 02912-1978, USA.

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http://dx.doi.org/10.1093/cercor/bhr114DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3278315PMC
March 2012

Mechanisms of hierarchical reinforcement learning in cortico-striatal circuits 2: evidence from fMRI.

Cereb Cortex 2012 Mar 21;22(3):527-36. Epub 2011 Jun 21.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown Institute for Brain Sciences, Brown University, Providence, RI 02912-1978, USA.

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http://dx.doi.org/10.1093/cercor/bhr117DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3278316PMC
March 2012

Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence.

Arch Gen Psychiatry 2012 Feb;69(2):129-38

Department of Psychiatry, Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MD 21228, USA.

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http://dx.doi.org/10.1001/archgenpsychiatry.2011.1269DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4406055PMC
February 2012

Rostrolateral prefrontal cortex and individual differences in uncertainty-driven exploration.

Neuron 2012 Feb;73(3):595-607

Department of Cognitive, Linguistic, and Psychological Sciences, Brown Institute for Brain Sciences, Brown University, Providence, RI 02912-1978, USA.

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http://dx.doi.org/10.1016/j.neuron.2011.12.025DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3285405PMC
February 2012

CNTRICS imaging biomarkers final task selection: Long-term memory and reinforcement learning.

Schizophr Bull 2012 Jan 18;38(1):62-72. Epub 2011 Nov 18.

Department of Psychiatry and Behavioral Sciences, University of California at Davis Imaging Research Center, Sacramento, CA 95817, USA.

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http://dx.doi.org/10.1093/schbul/sbr168DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3245587PMC
January 2012

Larger Error Signals in Major Depression are Associated with Better Avoidance Learning.

Front Psychol 2011 9;2:331. Epub 2011 Nov 9.

Department of Cognitive, Linguistic and Psychological Sciences, Brown University Providence, RI, USA.

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http://dx.doi.org/10.3389/fpsyg.2011.00331DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3210982PMC
November 2011

Transitive inference in adults with autism spectrum disorders.

Cogn Affect Behav Neurosci 2011 Sep;11(3):437-49

Department of Psychiatry & Behavioral Sciences, University of California, Davis, Sacramento, USA.

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http://dx.doi.org/10.3758/s13415-011-0040-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3471359PMC
September 2011

Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold.

Nat Neurosci 2011 Sep 25;14(11):1462-7. Epub 2011 Sep 25.

Department of Cognitive, Linguistic and Psychological Sciences, Brown University, Providence, Rhode Island, USA.

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http://www.nature.com/articles/nn.2925
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http://dx.doi.org/10.1038/nn.2925DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3394226PMC
September 2011

Computational models of motivated action selection in corticostriatal circuits.

Authors:
Michael J Frank

Curr Opin Neurobiol 2011 Jun 15;21(3):381-6. Epub 2011 Apr 15.

Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, USA.

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http://dx.doi.org/10.1016/j.conb.2011.02.013DOI Listing
June 2011

Dopaminergic genes predict individual differences in susceptibility to confirmation bias.

J Neurosci 2011 Apr;31(16):6188-98

Departments of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, Rhode Island 02912, USA.

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http://dx.doi.org/10.1523/JNEUROSCI.6486-10.2011DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3098533PMC
April 2011