Michael J. Frank - Publications

Brown University, Providence, RI 
computational models, basal ganglia, reinforcement learning, decision making

166 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Nassar MR, Waltz JA, Albrecht MA, Gold JM, Frank MJ. All or nothing belief updating in patients with schizophrenia reduces precision and flexibility of beliefs. Brain : a Journal of Neurology. PMID 33434284 DOI: 10.1093/brain/awaa453  1
2020 Waltz JA, Wilson RC, Albrecht MA, Frank MJ, Gold JM. Differential Effects of Psychotic Illness on Directed and Random Exploration. Computational Psychiatry (Cambridge, Mass.). 4: 18-39. PMID 33768158 DOI: 10.1162/cpsy_a_00027  0.8
2020 Culbreth AJ, Waltz JA, Frank MJ, Gold JM. Retention of Value Representations Across Time in People With Schizophrenia and Healthy Control Subjects. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 32712211 DOI: 10.1016/J.Bpsc.2020.05.009  0.8
2020 Huys QJM, Browning M, Paulus M, Frank MJ. Advances in the computational understanding of mental illness. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32620005 DOI: 10.1038/s41386-020-0746-4  0.4
2020 Franklin NT, Frank MJ. Generalizing to generalize: Humans flexibly switch between compositional and conjunctive structures during reinforcement learning. Plos Computational Biology. 16: e1007720. PMID 32282795 DOI: 10.1371/journal.pcbi.1007720  0.88
2020 Browning M, Carter CS, Chatham C, Den Ouden H, Gillan CM, Baker JT, Chekroud AM, Cools R, Dayan P, Gold J, Goldstein RZ, Hartley CA, Kepecs A, Lawson RP, Mourao-Miranda J, ... ... Frank MJ, et al. Realizing the Clinical Potential of Computational Psychiatry: Report From the Banbury Center Meeting, February 2019. Biological Psychiatry. PMID 32113656 DOI: 10.1016/J.Biopsych.2019.12.026  0.56
2019 Nassar MR, Bruckner R, Frank MJ. Statistical context dictates the relationship between feedback-related EEG signals and learning. Elife. 8. PMID 31433294 DOI: 10.7554/eLife.46975  1
2019 Lawlor VM, Webb CA, Wiecki TV, Frank MJ, Trivedi M, Pizzagalli DA, Dillon DG. Dissecting the impact of depression on decision-making. Psychological Medicine. 1-10. PMID 31280757 DOI: 10.1017/S0033291719001570  0.92
2019 Cavanagh JF, Bismark AW, Frank MJ, Allen JJB. Multiple Dissociations Between Comorbid Depression and Anxiety on Reward and Punishment Processing: Evidence From Computationally Informed EEG. Computational Psychiatry (Cambridge, Mass.). 3: 1-17. PMID 31149639 DOI: 10.1162/cpsy_a_00024  0.96
2019 Jang AI, Nassar MR, Dillon DG, Frank MJ. Positive reward prediction errors during decision-making strengthen memory encoding. Nature Human Behaviour. PMID 31061490 DOI: 10.1038/s41562-019-0597-3  1
2019 Matar E, Shine JM, Gilat M, Ehgoetz Martens KA, Ward PB, Frank MJ, Moustafa AA, Naismith SL, Lewis SJG. Identifying the neural correlates of doorway freezing in Parkinson's disease. Human Brain Mapping. PMID 30637883 DOI: 10.1002/Hbm.24506  0.64
2018 Hernaus D, Frank MJ, Brown EC, Brown JK, Gold JM, Waltz JA. Impaired Expected Value Computations in Schizophrenia Are Associated With a Reduced Ability to Integrate Reward Probability and Magnitude of Recent Outcomes. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 30683607 DOI: 10.1016/J.Bpsc.2018.11.011  0.8
2018 Kasanova Z, Ceccarini J, Frank MJ, van Amelsvoort T, Booij J, Heinzel A, Mottaghy FM, Myin-Germeys I. Daily-life stress differentially impacts ventral striatal dopaminergic modulation of reward processing in first-degree relatives of individuals with psychosis. European Neuropsychopharmacology : the Journal of the European College of Neuropsychopharmacology. 28: 1314-1324. PMID 30482598 DOI: 10.1016/J.Euroneuro.2018.10.002  0.6
2018 Nassar MR, Helmers JC, Frank MJ. Chunking as a rational strategy for lossy data compression in visual working memory. Psychological Review. 125: 486-511. PMID 29952621 DOI: 10.1037/rev0000101  1
2018 Jahfari S, Ridderinkhof KR, Collins AGE, Knapen T, Waldorp LJ, Frank MJ. Cross-Task Contributions of Frontobasal Ganglia Circuitry in Response Inhibition and Conflict-Induced Slowing. Cerebral Cortex (New York, N.Y. : 1991). PMID 29912363 DOI: 10.1093/cercor/bhy076  0.64
2018 Ritz H, Nassar MR, Frank MJ, Shenhav A. A Control Theoretic Model of Adaptive Learning in Dynamic Environments. Journal of Cognitive Neuroscience. 1-17. PMID 29877769 DOI: 10.1162/jocn_a_01289  1
2018 Hernaus D, Gold JM, Waltz JA, Frank MJ. Impaired Expected Value Computations Coupled With Overreliance on Stimulus-Response Learning in Schizophrenia. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 29735404 DOI: 10.1016/J.Bpsc.2018.03.014  0.8
2018 Albrecht MA, Waltz JA, Cavanagh JF, Frank MJ, Gold JM. Increased conflict-induced slowing, but no differences in conflict-induced positive or negative prediction error learning in patients with schizophrenia. Neuropsychologia. PMID 29709580 DOI: 10.1016/J.Neuropsychologia.2018.04.031  0.96
2018 Franklin NT, Frank MJ. Compositional clustering in task structure learning. Plos Computational Biology. 14: e1006116. PMID 29672581 DOI: 10.1371/journal.pcbi.1006116  0.88
2018 Broadway JM, Frank MJ, Cavanagh JF. Dopamine D2 agonist affects visuospatial working memory distractor interference depending on individual differences in baseline working memory span. Cognitive, Affective & Behavioral Neuroscience. PMID 29569219 DOI: 10.3758/S13415-018-0584-6  0.96
2018 Waltz JA, Xu Z, Brown EC, Ruiz RR, Frank MJ, Gold JM. Motivational Deficits in Schizophrenia Are Associated With Reduced Differentiation Between Gain and Loss-Avoidance Feedback in the Striatum. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 3: 239-247. PMID 29486865 DOI: 10.1016/J.Bpsc.2017.07.008  0.8
2018 Collins AGE, Frank MJ. Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory. Proceedings of the National Academy of Sciences of the United States of America. PMID 29463751 DOI: 10.1073/pnas.1720963115  0.64
2017 Kasanova Z, Ceccarini J, Frank MJ, van Amelsvoort T, Booij J, van Duin E, Steinhart H, Vaessen T, Heinzel A, Mottaghy F, Myin-Germeys I. Intact striatal dopaminergic modulation of reward learning and daily-life reward-oriented behavior in first-degree relatives of individuals with psychotic disorder. Psychological Medicine. 1-6. PMID 29233195 DOI: 10.1017/S0033291717003476  0.6
2017 Maia TV, Huys QJM, Frank MJ. Theory-Based Computational Psychiatry. Biological Psychiatry. 82: 382-384. PMID 28838466 DOI: 10.1016/j.biopsych.2017.07.016  0.4
2017 Collins AGE, Albrecht MA, Waltz JA, Gold JM, Frank MJ. Interactions Among Working Memory, Reinforcement Learning, and Effort in Value-Based Choice: A New Paradigm and Selective Deficits in Schizophrenia. Biological Psychiatry. PMID 28651789 DOI: 10.1016/J.Biopsych.2017.05.017  0.8
2017 Schutte I, Slagter HA, Collins AGE, Frank MJ, Kenemans JL. Stimulus discriminability may bias value-based probabilistic learning. Plos One. 12: e0176205. PMID 28481915 DOI: 10.1371/journal.pone.0176205  0.64
2017 Kasanova Z, Ceccarini J, Frank MJ, Amelsvoort TV, Booij J, Heinzel A, Mottaghy F, Myin-Germeys I. Striatal dopaminergic modulation of reinforcement learning predicts reward-Oriented behavior in daily life. Biological Psychology. PMID 28461214 DOI: 10.1016/J.Biopsycho.2017.04.014  0.6
2017 Collins AG, Ciullo B, Frank MJ, Badre D. Working memory load strengthens reward prediction errors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28320846 DOI: 10.1523/JNEUROSCI.2700-16.2017  0.6
2016 Albrecht MA, Waltz JA, Frank MJ, Gold JM. Probability and magnitude evaluation in schizophrenia. Schizophrenia Research. Cognition. 5: 41-46. PMID 28740816 DOI: 10.1016/J.Scog.2016.06.003  0.8
2016 Dowd EC, Frank MJ, Collins A, Gold JM, Barch DM. Probabilistic Reinforcement Learning in Patients With Schizophrenia: Relationships to Anhedonia and Avolition. Biological Psychiatry : Cognitive Neuroscience and Neuroimaging. 1: 460-473. PMID 27833939 DOI: 10.1016/J.Bpsc.2016.05.005  0.8
2016 Werchan DM, Collins AG, Frank MJ, Amso D. Role of Prefrontal Cortex in Learning and Generalizing Hierarchical Rules in 8-Month-Old Infants. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 10314-10322. PMID 27707968 DOI: 10.1523/Jneurosci.1351-16.2016  0.6
2016 Nassar MR, Frank MJ. Taming the beast: extracting generalizable knowledge from computational models of cognition. Current Opinion in Behavioral Sciences. 11: 49-54. PMID 27574699 DOI: 10.1016/j.cobeha.2016.04.003  1
2016 Maia TV, Frank MJ. An Integrative Perspective on the Role of Dopamine in Schizophrenia. Biological Psychiatry. PMID 27452791 DOI: 10.1016/j.biopsych.2016.05.021  0.4
2016 Moustafa AA, Chakravarthy S, Phillips JR, Gupta A, Keri S, Polner B, Frank MJ, Jahanshahi M. Motor symptoms in Parkinson's disease: A unified framework. Neuroscience and Biobehavioral Reviews. 68: 727-740. PMID 27422450 DOI: 10.1016/J.Neubiorev.2016.07.010  0.68
2016 Collins AG, Frank MJ. Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning. Cognition. 152: 160-169. PMID 27082659 DOI: 10.1016/j.cognition.2016.04.002  1
2016 Albrecht MA, Waltz JA, Cavanagh JF, Frank MJ, Gold JM. Reduction of Pavlovian Bias in Schizophrenia: Enhanced Effects in Clozapine-Administered Patients. Plos One. 11: e0152781. PMID 27044008 DOI: 10.1371/Journal.Pone.0152781  0.68
2016 Moustafa AA, Chakravarthy S, Phillips JR, Crouse JJ, Gupta A, Frank MJ, Hall JM, Jahanshahi M. Interrelations between cognitive dysfunction and motor symptoms of Parkinson's disease: behavioral and neural studies. Reviews in the Neurosciences. PMID 26982614 DOI: 10.1515/Revneuro-2015-0070  1
2016 Collins AG, Frank MJ. Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785. PMID 26966909 DOI: 10.1371/journal.pcbi.1004785  1
2016 Huys QJ, Maia TV, Frank MJ. Computational psychiatry as a bridge from neuroscience to clinical applications. Nature Neuroscience. 19: 404-13. PMID 26906507 DOI: 10.1038/nn.4238  0.68
2016 Wiecki TV, Antoniades CA, Stevenson A, Kennard C, Borowsky B, Owen G, Leavitt B, Roos R, Durr A, Tabrizi SJ, Frank MJ. A Computational Cognitive Biomarker for Early-Stage Huntington's Disease. Plos One. 11: e0148409. PMID 26872129 DOI: 10.1371/Journal.Pone.0148409  1
2016 Doll BB, Bath KG, Daw ND, Frank MJ. Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 1211-22. PMID 26818509 DOI: 10.1523/JNEUROSCI.1901-15.2016  0.68
2016 Albrecht MA, Waltz JA, Frank MJ, Gold JM. Probability and magnitude evaluation in schizophrenia Schizophrenia Research: Cognition. 5: 41-46. DOI: 10.1016/j.scog.2016.06.003  1
2016 Nassar MR, Frank MJ. Taming the beast: Extracting generalizable knowledge from computational models of cognition Current Opinion in Behavioral Sciences. 11: 49-54. DOI: 10.1016/j.cobeha.2016.04.003  1
2015 Collins AG, Frank MJ. Surprise! Dopamine signals mix action, value and error. Nature Neuroscience. 19: 3-5. PMID 26713740 DOI: 10.1038/nn.4207  1
2015 Franklin NT, Frank MJ. A cholinergic feedback circuitto regulate striatal population uncertainty and optimize reinforcement learning. Elife. 4. PMID 26705698 DOI: 10.7554/eLife.12029  0.88
2015 Badre D, Frank MJ, Moore CI. Interactionist Neuroscience. Neuron. 88: 855-60. PMID 26637794 DOI: 10.1016/j.neuron.2015.10.021  1
2015 Stephan KE, Bach DR, Fletcher PC, Flint J, Frank MJ, Friston KJ, Heinz A, Huys QJ, Owen MJ, Binder EB, Dayan P, Johnstone EC, Meyer-Lindenberg A, Montague PR, Schnyder U, et al. Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. The Lancet. Psychiatry. PMID 26573970 DOI: 10.1016/S2215-0366(15)00361-2  0.4
2015 Stephan KE, Binder EB, Breakspear M, Dayan P, Johnstone EC, Meyer-Lindenberg A, Schnyder U, Wang XJ, Bach DR, Fletcher PC, Flint J, Frank MJ, Heinz A, Huys QJ, Montague PR, et al. Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. The Lancet. Psychiatry. PMID 26573969 DOI: 10.1016/S2215-0366(15)00360-0  0.4
2015 Solomon M, Ragland JD, Niendam TA, Lesh TA, Beck JS, Matter JC, Frank MJ, Carter CS. Atypical Learning in Autism Spectrum Disorders: A Functional Magnetic Resonance Imaging Study of Transitive Inference. Journal of the American Academy of Child and Adolescent Psychiatry. 54: 947-55. PMID 26506585 DOI: 10.1016/J.Jaac.2015.08.010  1
2015 Kayser AS, Op de Macks Z, Dahl RE, Frank MJ. A Neural Correlate of Strategic Exploration at the Onset of Adolescence. Journal of Cognitive Neuroscience. 1-11. PMID 26488590 DOI: 10.1162/Jocn_A_00896  0.68
2015 Morris LS, Baek K, Kundu P, Harrison NA, Frank MJ, Voon V. Biases in the Explore-Exploit Tradeoff in Addictions: the Role of Avoidance of Uncertainty. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 26174598 DOI: 10.1038/Npp.2015.208  0.68
2015 Gold JM, Waltz JA, Frank MJ. Effort Cost Computation in Schizophrenia: A Commentary on the Recent Literature. Biological Psychiatry. PMID 26049208 DOI: 10.1016/J.Biopsych.2015.05.005  1
2015 Werchan DM, Collins AG, Frank MJ, Amso D. 8-month-old infants spontaneously learn and generalize hierarchical rules. Psychological Science. 26: 805-15. PMID 25878172 DOI: 10.1177/0956797615571442  1
2015 Slagter HA, Georgopoulou K, Frank MJ. Spontaneous eye blink rate predicts learning from negative, but not positive, outcomes. Neuropsychologia. 71: 126-32. PMID 25823998 DOI: 10.1016/j.neuropsychologia.2015.03.028  1
2015 Frank MJ, Gagne C, Nyhus E, Masters S, Wiecki TV, Cavanagh JF, Badre D. fMRI and EEG predictors of dynamic decision parameters during human reinforcement learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 485-94. PMID 25589744 DOI: 10.1523/Jneurosci.2036-14.2015  1
2015 Cox SM, Frank MJ, Larcher K, Fellows LK, Clark CA, Leyton M, Dagher A. Striatal D1 and D2 signaling differentially predict learning from positive and negative outcomes. Neuroimage. 109: 95-101. PMID 25562824 DOI: 10.1016/j.neuroimage.2014.12.070  1
2015 Frank MJ, Badre D. How cognitive theory guides neuroscience. Cognition. 135: 14-20. PMID 25496988 DOI: 10.1016/j.cognition.2014.11.009  1
2015 Bell PT, Gilat M, O'Callaghan C, Copland DA, Frank MJ, Lewis SJ, Shine JM. Dopaminergic basis for impairments in functional connectivity across subdivisions of the striatum in Parkinson's disease. Human Brain Mapping. 36: 1278-91. PMID 25425542 DOI: 10.1002/Hbm.22701  1
2015 Solomon M, Frank MJ, Ragland JD, Smith AC, Niendam TA, Lesh TA, Grayson DS, Beck JS, Matter JC, Carter CS. Feedback-driven trial-by-trial learning in autism spectrum disorders. The American Journal of Psychiatry. 172: 173-81. PMID 25158242 DOI: 10.1176/Appi.Ajp.2014.14010036  1
2015 Kayser AS, Mitchell JM, Weinstein D, Frank MJ. Dopamine, locus of control, and the exploration-exploitation tradeoff. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 40: 454-62. PMID 25074639 DOI: 10.1038/npp.2014.193  0.68
2015 Wiecki TV, Poland J, Frank MJ. Model-Based Cognitive Neuroscience Approaches to Computational Psychiatry: Clustering and Classification Clinical Psychological Science. 3: 378-399. DOI: 10.1177/2167702614565359  1
2015 Frank MJ. Linking across levels of computation in model-based cognitive neuroscience An Introduction to Model-Based Cognitive Neuroscience. 159-177. DOI: 10.1007/978-1-4939-2236-9_8  1
2014 Cavanagh JF, Masters SE, Bath K, Frank MJ. Conflict acts as an implicit cost in reinforcement learning. Nature Communications. 5: 5394. PMID 25367437 DOI: 10.1038/Ncomms6394  1
2014 Collins AG, Brown JK, Gold JM, Waltz JA, Frank MJ. Working memory contributions to reinforcement learning impairments in schizophrenia. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 13747-56. PMID 25297101 DOI: 10.1523/Jneurosci.0989-14.2014  1
2014 Collins AG, Frank MJ. Opponent actor learning (OpAL): modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive. Psychological Review. 121: 337-66. PMID 25090423 DOI: 10.1037/a0037015  1
2014 Cockburn J, Collins AG, Frank MJ. A reinforcement learning mechanism responsible for the valuation of free choice. Neuron. 83: 551-7. PMID 25066083 DOI: 10.1016/j.neuron.2014.06.035  1
2014 Cavanagh JF, Frank MJ. Frontal theta as a mechanism for cognitive control. Trends in Cognitive Sciences. 18: 414-21. PMID 24835663 DOI: 10.1016/J.Tics.2014.04.012  1
2014 Cavanagh JF, Sanguinetti JL, Allen JJ, Sherman SJ, Frank MJ. The subthalamic nucleus contributes to post-error slowing. Journal of Cognitive Neuroscience. 26: 2637-44. PMID 24800632 DOI: 10.1162/Jocn_A_00659  1
2014 Collins AG, Cavanagh JF, Frank MJ. Human EEG uncovers latent generalizable rule structure during learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 4677-85. PMID 24672013 DOI: 10.1523/Jneurosci.3900-13.2014  1
2014 Chatham CH, Frank MJ, Badre D. Corticostriatal output gating during selection from working memory. Neuron. 81: 930-42. PMID 24559680 DOI: 10.1016/j.neuron.2014.01.002  1
2014 Cavanagh JF, Wiecki TV, Kochar A, Frank MJ. Eye tracking and pupillometry are indicators of dissociable latent decision processes. Journal of Experimental Psychology. General. 143: 1476-88. PMID 24548281 DOI: 10.1037/A0035813  1
2014 Doll BB, Waltz JA, Cockburn J, Brown JK, Frank MJ, Gold JM. Reduced susceptibility to confirmation bias in schizophrenia. Cognitive, Affective & Behavioral Neuroscience. 14: 715-28. PMID 24481852 DOI: 10.3758/S13415-014-0250-6  1
2014 Moustafa AA, Krishna R, Frank MJ, Eissa AM, Hewedi DH. Cognitive correlates of psychosis in patients with Parkinson's disease. Cognitive Neuropsychiatry. 19: 381-98. PMID 24446773 DOI: 10.1080/13546805.2013.877385  1
2014 Guitart-Masip M, Economides M, Huys QJ, Frank MJ, Chowdhury R, Duzel E, Dayan P, Dolan RJ. Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment. Psychopharmacology. 231: 955-66. PMID 24232442 DOI: 10.1007/S00213-013-3313-4  1
2013 Shine JM, Matar E, Ward PB, Frank MJ, Moustafa AA, Pearson M, Naismith SL, Lewis SJ. Freezing of gait in Parkinson's disease is associated with functional decoupling between the cognitive control network and the basal ganglia. Brain : a Journal of Neurology. 136: 3671-81. PMID 24142148 DOI: 10.1093/Brain/Awt272  1
2013 Narayanan NS, Cavanagh JF, Frank MJ, Laubach M. Common medial frontal mechanisms of adaptive control in humans and rodents. Nature Neuroscience. 16: 1888-95. PMID 24141310 DOI: 10.1038/Nn.3549  1
2013 Shine JM, Moustafa AA, Matar E, Frank MJ, Lewis SJ. The role of frontostriatal impairment in freezing of gait in Parkinson's disease. Frontiers in Systems Neuroscience. 7: 61. PMID 24109438 DOI: 10.3389/Fnsys.2013.00061  1
2013 Gold BP, Frank MJ, Bogert B, Brattico E. Pleasurable music affects reinforcement learning according to the listener. Frontiers in Psychology. 4: 541. PMID 23970875 DOI: 10.3389/fpsyg.2013.00541  1
2013 Wiecki TV, Sofer I, Frank MJ. HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python. Frontiers in Neuroinformatics. 7: 14. PMID 23935581 DOI: 10.3389/Fninf.2013.00014  1
2013 Brown JK, Waltz JA, Strauss GP, McMahon RP, Frank MJ, Gold JM. Hypothetical decision making in schizophrenia: the role of expected value computation and "irrational" biases. Psychiatry Research. 209: 142-9. PMID 23664664 DOI: 10.1016/J.Psychres.2013.02.034  1
2013 Cavanagh JF, Eisenberg I, Guitart-Masip M, Huys Q, Frank MJ. Frontal theta overrides pavlovian learning biases. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 8541-8. PMID 23658191 DOI: 10.1523/Jneurosci.5754-12.2013  1
2013 Berghorst LH, Bogdan R, Frank MJ, Pizzagalli DA. Acute stress selectively reduces reward sensitivity. Frontiers in Human Neuroscience. 7: 133. PMID 23596406 DOI: 10.3389/fnhum.2013.00133  1
2013 Wiecki TV, Frank MJ. A computational model of inhibitory control in frontal cortex and basal ganglia. Psychological Review. 120: 329-55. PMID 23586447 DOI: 10.1037/A0031542  1
2013 Gold JM, Strauss GP, Waltz JA, Robinson BM, Brown JK, Frank MJ. Negative symptoms of schizophrenia are associated with abnormal effort-cost computations. Biological Psychiatry. 74: 130-6. PMID 23394903 DOI: 10.1016/J.Biopsych.2012.12.022  1
2013 Cavanagh JF, Frank MJ. Stop! Stay tuned for more information. Experimental Neurology. 247: 289-91. PMID 23360801 DOI: 10.1016/J.Expneurol.2013.01.023  1
2013 Collins AG, Frank MJ. Cognitive control over learning: creating, clustering, and generalizing task-set structure. Psychological Review. 120: 190-229. PMID 23356780 DOI: 10.1037/a0030852  1
2013 Lighthall NR, Gorlick MA, Schoeke A, Frank MJ, Mather M. Stress modulates reinforcement learning in younger and older adults. Psychology and Aging. 28: 35-46. PMID 22946523 DOI: 10.1037/A0029823  1
2012 Beeler JA, Frank MJ, McDaid J, Alexander E, Turkson S, Bernardez Sarria MS, Bernandez MS, McGehee DS, Zhuang X. A role for dopamine-mediated learning in the pathophysiology and treatment of Parkinson's disease. Cell Reports. 2: 1747-61. PMID 23246005 DOI: 10.1016/J.Celrep.2012.11.014  1
2012 Jahfari S, Verbruggen F, Frank MJ, Waldorp LJ, Colzato L, Ridderinkhof KR, Forstmann BU. How preparation changes the need for top-down control of the basal ganglia when inhibiting premature actions. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 10870-8. PMID 22875921 DOI: 10.1523/Jneurosci.0902-12.2012  1
2012 Whitmer AJ, Frank MJ, Gotlib IH. Sensitivity to reward and punishment in major depressive disorder: effects of rumination and of single versus multiple experiences. Cognition & Emotion. 26: 1475-85. PMID 22716241 DOI: 10.1080/02699931.2012.682973  1
2012 Collins AG, Frank MJ. How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis. The European Journal of Neuroscience. 35: 1024-35. PMID 22487033 DOI: 10.1111/j.1460-9568.2011.07980.x  1
2012 Badre D, Doll BB, Long NM, Frank MJ. Rostrolateral prefrontal cortex and individual differences in uncertainty-driven exploration. Neuron. 73: 595-607. PMID 22325209 DOI: 10.1016/J.Neuron.2011.12.025  1
2012 Gold JM, Waltz JA, Matveeva TM, Kasanova Z, Strauss GP, Herbener ES, Collins AG, Frank MJ. Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence. Archives of General Psychiatry. 69: 129-38. PMID 22310503 DOI: 10.1001/Archgenpsychiatry.2011.1269  1
2012 Ratcliff R, Frank MJ. Reinforcement-based decision making in corticostriatal circuits: mutual constraints by neurocomputational and diffusion models. Neural Computation. 24: 1186-229. PMID 22295983 DOI: 10.1162/NECO_a_00270  1
2012 Cavanagh JF, Figueroa CM, Cohen MX, Frank MJ. Frontal theta reflects uncertainty and unexpectedness during exploration and exploitation. Cerebral Cortex (New York, N.Y. : 1991). 22: 2575-86. PMID 22120491 DOI: 10.1093/Cercor/Bhr332  1
2012 Ragland JD, Cohen NJ, Cools R, Frank MJ, Hannula DE, Ranganath C. CNTRICS imaging biomarkers final task selection: Long-term memory and reinforcement learning. Schizophrenia Bulletin. 38: 62-72. PMID 22102094 DOI: 10.1093/schbul/sbr168  1
2012 Wietzikoski EC, Boschen SL, Miyoshi E, Bortolanza M, Dos Santos LM, Frank M, Brandão ML, Winn P, Da Cunha C. Roles of D1-like dopamine receptors in the nucleus accumbens and dorsolateral striatum in conditioned avoidance responses. Psychopharmacology. 219: 159-69. PMID 21720753 DOI: 10.1007/s00213-011-2384-3  1
2012 Badre D, Frank MJ. Mechanisms of hierarchical reinforcement learning in cortico-striatal circuits 2: evidence from fMRI. Cerebral Cortex (New York, N.Y. : 1991). 22: 527-36. PMID 21693491 DOI: 10.1093/cercor/bhr117  1
2012 Frank MJ, Badre D. Mechanisms of hierarchical reinforcement learning in corticostriatal circuits 1: computational analysis. Cerebral Cortex (New York, N.Y. : 1991). 22: 509-26. PMID 21693490 DOI: 10.1093/cercor/bhr114  1
2011 Cavanagh JF, Bismark AJ, Frank MJ, Allen JJ. Larger Error Signals in Major Depression are Associated with Better Avoidance Learning. Frontiers in Psychology. 2: 331. PMID 22084638 DOI: 10.3389/Fpsyg.2011.00331  1
2011 Cavanagh JF, Wiecki TV, Cohen MX, Figueroa CM, Samanta J, Sherman SJ, Frank MJ. Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold. Nature Neuroscience. 14: 1462-7. PMID 21946325 DOI: 10.1038/Nn.2925  1
2011 Solomon M, Frank MJ, Smith AC, Ly S, Carter CS. Transitive inference in adults with autism spectrum disorders. Cognitive, Affective & Behavioral Neuroscience. 11: 437-49. PMID 21656344 DOI: 10.3758/s13415-011-0040-3  1
2011 Doll BB, Hutchison KE, Frank MJ. Dopaminergic genes predict individual differences in susceptibility to confirmation bias. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 6188-98. PMID 21508242 DOI: 10.1523/Jneurosci.6486-10.2011  1
2011 Frank MJ. Computational models of motivated action selection in corticostriatal circuits. Current Opinion in Neurobiology. 21: 381-6. PMID 21498067 DOI: 10.1016/j.conb.2011.02.013  1
2011 Solomon M, Smith AC, Frank MJ, Ly S, Carter CS. Probabilistic reinforcement learning in adults with autism spectrum disorders. Autism Research : Official Journal of the International Society For Autism Research. 4: 109-20. PMID 21425243 DOI: 10.1002/aur.177  1
2011 Maia TV, Frank MJ. From reinforcement learning models to psychiatric and neurological disorders. Nature Neuroscience. 14: 154-62. PMID 21270784 DOI: 10.1038/nn.2723  1
2011 Kasanova Z, Waltz JA, Strauss GP, Frank MJ, Gold JM. Optimizing vs. matching: response strategy in a probabilistic learning task is associated with negative symptoms of schizophrenia. Schizophrenia Research. 127: 215-22. PMID 21239143 DOI: 10.1016/J.Schres.2010.12.003  1
2011 Strauss GP, Frank MJ, Waltz JA, Kasanova Z, Herbener ES, Gold JM. Deficits in positive reinforcement learning and uncertainty-driven exploration are associated with distinct aspects of negative symptoms in schizophrenia. Biological Psychiatry. 69: 424-31. PMID 21168124 DOI: 10.1016/J.Biopsych.2010.10.015  1
2011 Waltz JA, Frank MJ, Wiecki TV, Gold JM. Altered probabilistic learning and response biases in schizophrenia: behavioral evidence and neurocomputational modeling. Neuropsychology. 25: 86-97. PMID 21090899 DOI: 10.1037/A0020882  1
2011 Frank MJ, Fossella JA. Neurogenetics and pharmacology of learning, motivation, and cognition. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 36: 133-52. PMID 20631684 DOI: 10.1038/npp.2010.96  1
2011 Strauss GP, Robinson BM, Waltz JA, Frank MJ, Kasanova Z, Herbener ES, Gold JM. Patients with schizophrenia demonstrate inconsistent preference judgments for affective and nonaffective stimuli. Schizophrenia Bulletin. 37: 1295-304. PMID 20484522 DOI: 10.1093/Schbul/Sbq047  1
2011 Cavanagh JF, Frank MJ, Allen JJ. Social stress reactivity alters reward and punishment learning. Social Cognitive and Affective Neuroscience. 6: 311-20. PMID 20453038 DOI: 10.1093/Scan/Nsq041  1
2011 Hazy TE, Frank MJ, O’Reilly RC. Toward an executive without a homunculus: Computational models of the prefrontal cortex/basal ganglia system Modelling Natural Action Selection. 239-263. DOI: 10.1017/CBO9780511731525.016  1
2010 Samson RD, Frank MJ, Fellous JM. Computational models of reinforcement learning: the role of dopamine as a reward signal. Cognitive Neurodynamics. 4: 91-105. PMID 21629583 DOI: 10.1007/s11571-010-9109-x  1
2010 Wiecki TV, Frank MJ. Neurocomputational models of motor and cognitive deficits in Parkinson's disease. Progress in Brain Research. 183: 275-97. PMID 20696325 DOI: 10.1016/S0079-6123(10)83014-6  1
2010 Chang LJ, Doll BB, van 't Wout M, Frank MJ, Sanfey AG. Seeing is believing: trustworthiness as a dynamic belief. Cognitive Psychology. 61: 87-105. PMID 20553763 DOI: 10.1016/j.cogpsych.2010.03.001  1
2010 Cavanagh JF, Gründler TO, Frank MJ, Allen JJ. Altered cingulate sub-region activation accounts for task-related dissociation in ERN amplitude as a function of obsessive-compulsive symptoms. Neuropsychologia. 48: 2098-109. PMID 20381506 DOI: 10.1016/J.Neuropsychologia.2010.03.031  1
2010 Robinson OJ, Frank MJ, Sahakian BJ, Cools R. Dissociable responses to punishment in distinct striatal regions during reversal learning. Neuroimage. 51: 1459-67. PMID 20303408 DOI: 10.1016/j.neuroimage.2010.03.036  1
2010 Cavanagh JF, Frank MJ, Klein TJ, Allen JJ. Frontal theta links prediction errors to behavioral adaptation in reinforcement learning. Neuroimage. 49: 3198-209. PMID 19969093 DOI: 10.1016/J.Neuroimage.2009.11.080  1
2010 Hazy TE, Frank MJ, O'Reilly RC. Neural mechanisms of acquired phasic dopamine responses in learning. Neuroscience and Biobehavioral Reviews. 34: 701-20. PMID 19944716 DOI: 10.1016/j.neubiorev.2009.11.019  1
2010 Chase HW, Frank MJ, Michael A, Bullmore ET, Sahakian BJ, Robbins TW. Approach and avoidance learning in patients with major depression and healthy controls: relation to anhedonia. Psychological Medicine. 40: 433-40. PMID 19607754 DOI: 10.1017/S0033291709990468  1
2009 Daw ND, Frank MJ. Reinforcement learning and higher level cognition: introduction to special issue. Cognition. 113: 259-61. PMID 19819429 DOI: 10.1016/j.cognition.2009.09.005  1
2009 Frank MJ, Surmeier DJ. Do substantia nigra dopaminergic neurons differentiate between reward and punishment? Journal of Molecular Cell Biology. 1: 15-6. PMID 19770170 DOI: 10.1093/jmcb/mjp010  1
2009 Frank MJ, Doll BB, Oas-Terpstra J, Moreno F. Prefrontal and striatal dopaminergic genes predict individual differences in exploration and exploitation. Nature Neuroscience. 12: 1062-8. PMID 19620978 DOI: 10.1038/nn.2342  1
2009 Doll BB, Jacobs WJ, Sanfey AG, Frank MJ. Instructional control of reinforcement learning: a behavioral and neurocomputational investigation. Brain Research. 1299: 74-94. PMID 19595993 DOI: 10.1016/j.brainres.2009.07.007  1
2009 Frank MJ. Slave to the striatal habit (Commentary on Tricomi et al.). The European Journal of Neuroscience. 29: 2223-4. PMID 19490085 DOI: 10.1111/j.1460-9568.2009.06799.x  1
2009 Gründler TO, Cavanagh JF, Figueroa CM, Frank MJ, Allen JJ. Task-related dissociation in ERN amplitude as a function of obsessive-compulsive symptoms. Neuropsychologia. 47: 1978-87. PMID 19428431 DOI: 10.1016/J.Neuropsychologia.2009.03.010  1
2009 Frank MJ, Hutchison K. Genetic contributions to avoidance-based decisions: striatal D2 receptor polymorphisms. Neuroscience. 164: 131-40. PMID 19393722 DOI: 10.1016/J.Neuroscience.2009.04.048  1
2009 Chatham CH, Frank MJ, Munakata Y. Pupillometric and behavioral markers of a developmental shift in the temporal dynamics of cognitive control. Proceedings of the National Academy of Sciences of the United States of America. 106: 5529-33. PMID 19321427 DOI: 10.1073/pnas.0810002106  1
2009 Cools R, Frank MJ, Gibbs SE, Miyakawa A, Jagust W, D'Esposito M. Striatal dopamine predicts outcome-specific reversal learning and its sensitivity to dopaminergic drug administration. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 1538-43. PMID 19193900 DOI: 10.1523/JNEUROSCI.4467-08.2009  1
2009 Wiecki TV, Riedinger K, von Ameln-Mayerhofer A, Schmidt WJ, Frank MJ. A neurocomputational account of catalepsy sensitization induced by D2 receptor blockade in rats: context dependency, extinction, and renewal. Psychopharmacology. 204: 265-77. PMID 19169674 DOI: 10.1007/S00213-008-1457-4  1
2009 Cohen MX, Frank MJ. Neurocomputational models of basal ganglia function in learning, memory and choice. Behavioural Brain Research. 199: 141-56. PMID 18950662 DOI: 10.1016/j.bbr.2008.09.029  1
2009 Ragland JD, Cools R, Frank M, Pizzagalli DA, Preston A, Ranganath C, Wagner AD. CNTRICS final task selection: long-term memory. Schizophrenia Bulletin. 35: 197-212. PMID 18927344 DOI: 10.1093/schbul/sbn134  1
2009 Santesso DL, Evins AE, Frank MJ, Schetter EC, Bogdan R, Pizzagalli DA. Single dose of a dopamine agonist impairs reinforcement learning in humans: evidence from event-related potentials and computational modeling of striatal-cortical function. Human Brain Mapping. 30: 1963-76. PMID 18726908 DOI: 10.1002/hbm.20642  1
2009 Frank MJ, Cohen MX, Sanfey AG. Multiple systems in decision making: A neurocomputational perspective Current Directions in Psychological Science. 18: 73-77. DOI: 10.1111/j.1467-8721.2009.01612.x  1
2009 Doll BB, Frank MJ. The basal ganglia in reward and decision making. Computational models and empirical studies Handbook of Reward and Decision Making. 399-425. DOI: 10.1016/B978-0-12-374620-7.00019-4  1
2008 Moustafa AA, Cohen MX, Sherman SJ, Frank MJ. A role for dopamine in temporal decision making and reward maximization in parkinsonism. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 12294-304. PMID 19020023 DOI: 10.1523/Jneurosci.3116-08.2008  1
2008 Frank MJ. Schizophrenia: a computational reinforcement learning perspective. Schizophrenia Bulletin. 34: 1008-11. PMID 18791075 DOI: 10.1093/schbul/sbn123  1
2008 Moustafa AA, Sherman SJ, Frank MJ. A dopaminergic basis for working memory, learning and attentional shifting in Parkinsonism. Neuropsychologia. 46: 3144-56. PMID 18687347 DOI: 10.1016/J.Neuropsychologia.2008.07.011  1
2008 Frank MJ, Kong L. Learning to avoid in older age. Psychology and Aging. 23: 392-8. PMID 18573012 DOI: 10.1037/0882-7974.23.2.392  1
2008 Frank MJ, O'Reilly RC, Curran T. Midazolam, hippocampal function, and transitive inference: Reply to Greene. Behavioral and Brain Functions : Bbf. 4: 5. PMID 18234111 DOI: 10.1186/1744-9081-4-5  1
2008 Pizzagalli DA, Evins AE, Schetter EC, Frank MJ, Pajtas PE, Santesso DL, Culhane M. Single dose of a dopamine agonist impairs reinforcement learning in humans: behavioral evidence from a laboratory-based measure of reward responsiveness. Psychopharmacology. 196: 221-32. PMID 17909750 DOI: 10.1007/s00213-007-0957-y  1
2007 Frank MJ, D'Lauro C, Curran T. Cross-task individual differences in error processing: neural, electrophysiological, and genetic components. Cognitive, Affective & Behavioral Neuroscience. 7: 297-308. PMID 18189003 DOI: 10.3758/CABN.7.4.297  1
2007 Frank MJ, Samanta J, Moustafa AA, Sherman SJ. Hold your horses: impulsivity, deep brain stimulation, and medication in parkinsonism. Science (New York, N.Y.). 318: 1309-12. PMID 17962524 DOI: 10.1126/Science.1146157  1
2007 Frank MJ, Moustafa AA, Haughey HM, Curran T, Hutchison KE. Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning. Proceedings of the National Academy of Sciences of the United States of America. 104: 16311-6. PMID 17913879 DOI: 10.1073/Pnas.0706111104  1
2007 Hazy TE, Frank MJ, O'reilly RC. Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 362: 1601-13. PMID 17428778 DOI: 10.1098/rstb.2007.2055  1
2007 Frank MJ, Scheres A, Sherman SJ. Understanding decision-making deficits in neurological conditions: insights from models of natural action selection. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 362: 1641-54. PMID 17428775 DOI: 10.1098/rstb.2007.2058  1
2007 Aron AR, Behrens TE, Smith S, Frank MJ, Poldrack RA. Triangulating a cognitive control network using diffusion-weighted magnetic resonance imaging (MRI) and functional MRI. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 3743-52. PMID 17409238 DOI: 10.1523/JNEUROSCI.0519-07.2007  1
2007 O'Reilly RC, Frank MJ, Hazy TE, Watz B. PVLV: the primary value and learned value Pavlovian learning algorithm. Behavioral Neuroscience. 121: 31-49. PMID 17324049 DOI: 10.1037/0735-7044.121.1.31  1
2007 Waltz JA, Frank MJ, Robinson BM, Gold JM. Selective reinforcement learning deficits in schizophrenia support predictions from computational models of striatal-cortical dysfunction. Biological Psychiatry. 62: 756-64. PMID 17300757 DOI: 10.1016/J.Biopsych.2006.09.042  1
2007 Frank MJ, Santamaria A, O'Reilly RC, Willcutt E. Testing computational models of dopamine and noradrenaline dysfunction in attention deficit/hyperactivity disorder. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 32: 1583-99. PMID 17164816 DOI: 10.1038/Sj.Npp.1301278  1
2006 Frank MJ. Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making. Neural Networks : the Official Journal of the International Neural Network Society. 19: 1120-36. PMID 16945502 DOI: 10.1016/j.neunet.2006.03.006  1
2006 Frank MJ, O'Reilly RC, Curran T. When memory fails, intuition reigns: midazolam enhances implicit inference in humans. Psychological Science. 17: 700-7. PMID 16913953 DOI: 10.1111/j.1467-9280.2006.01769.x  1
2006 Frank MJ, O'Reilly RC. A mechanistic account of striatal dopamine function in human cognition: psychopharmacological studies with cabergoline and haloperidol. Behavioral Neuroscience. 120: 497-517. PMID 16768602 DOI: 10.1037/0735-7044.120.3.497  1
2006 Frank MJ, Claus ED. Anatomy of a decision: striato-orbitofrontal interactions in reinforcement learning, decision making, and reversal. Psychological Review. 113: 300-26. PMID 16637763 DOI: 10.1037/0033-295X.113.2.300  1
2006 O'Reilly RC, Frank MJ. Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia. Neural Computation. 18: 283-328. PMID 16378516 DOI: 10.1162/089976606775093909  1
2006 Hazy TE, Frank MJ, O'Reilly RC. Banishing the homunculus: making working memory work. Neuroscience. 139: 105-18. PMID 16343792 DOI: 10.1016/j.neuroscience.2005.04.067  1
2005 Frank MJ, Rudy JW, Levy WB, O'Reilly RC. When logic fails: implicit transitive inference in humans. Memory & Cognition. 33: 742-50. PMID 16248338 DOI: 10.3758/Bf03195340  1
2005 Frank MJ, Woroch BS, Curran T. Error-related negativity predicts reinforcement learning and conflict biases. Neuron. 47: 495-501. PMID 16102533 DOI: 10.1016/j.neuron.2005.06.020  1
2005 Frank MJ. Dynamic dopamine modulation in the basal ganglia: a neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism. Journal of Cognitive Neuroscience. 17: 51-72. PMID 15701239 DOI: 10.1162/0898929052880093  1
2004 Frank MJ, Seeberger LC, O'reilly RC. By carrot or by stick: cognitive reinforcement learning in parkinsonism. Science (New York, N.Y.). 306: 1940-3. PMID 15528409 DOI: 10.1126/science.1102941  1
2004 Atallah HE, Frank MJ, O'Reilly RC. Hippocampus, cortex, and basal ganglia: insights from computational models of complementary learning systems. Neurobiology of Learning and Memory. 82: 253-67. PMID 15464408 DOI: 10.1016/J.Nlm.2004.06.004  1
2003 Frank MJ, Rudy JW, O'Reilly RC. Transitivity, flexibility, conjunctive representations, and the hippocampus. II. A computational analysis. Hippocampus. 13: 341-54. PMID 12722975 DOI: 10.1002/hipo.10084  1
2001 Frank MJ, Loughry B, O'Reilly RC. Interactions between frontal cortex and basal ganglia in working memory: a computational model. Cognitive, Affective & Behavioral Neuroscience. 1: 137-60. PMID 12467110 DOI: 10.3758/Cabn.1.2.137  1
1990 Houghton JL, Frank MJ, Carr AA, von Dohlen TW, Prisant LM. Relations among impaired coronary flow reserve, left ventricular hypertrophy and thallium perfusion defects in hypertensive patients without obstructive coronary artery disease. Journal of the American College of Cardiology. 15: 43-51. PMID 2136877  0.01
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