Michael J. Frank - Publications

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

186 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
2022 Fengler A, Bera K, Pedersen ML, Frank MJ. Beyond Drift Diffusion Models: Fitting a Broad Class of Decision and Reinforcement Learning Models with HDDM. Journal of Cognitive Neuroscience. 1-26. PMID 35939629 DOI: 10.1162/jocn_a_01902  0.304
2021 Provenza NR, Gelin LFF, Mahaphanit W, McGrath MC, Dastin-van Rijn EM, Fan Y, Dhar R, Frank MJ, Restrepo MI, Goodman WK, Borton DA. Honeycomb: a template for reproducible psychophysiological tasks for clinic, laboratory, and home use. Revista Brasileira De Psiquiatria (Sao Paulo, Brazil : 1999). PMID 34320125 DOI: 10.1590/1516-4446-2020-1675  0.768
2021 Diekhof EK, Geana A, Ohm F, Doll BB, Frank MJ. The Straw That Broke the Camel's Back: Natural Variations in 17β-Estradiol and COMT-Val158Met Genotype Interact in the Modulation of Model-Free and Model-Based Control. Frontiers in Behavioral Neuroscience. 15: 658769. PMID 34305543 DOI: 10.3389/fnbeh.2021.658769  0.347
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  0.712
2020 Pedersen ML, Frank MJ. Simultaneous Hierarchical Bayesian Parameter Estimation for Reinforcement Learning and Drift Diffusion Models: a Tutorial and Links to Neural Data. Computational Brain & Behavior. 3: 458-471. PMID 35128308 DOI: 10.1007/s42113-020-00084-w  0.311
2020 Lehnert L, Littman ML, Frank MJ. Reward-predictive representations generalize across tasks in reinforcement learning. Plos Computational Biology. 16: e1008317. PMID 33057329 DOI: 10.1371/journal.pcbi.1008317  0.356
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  0.311
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  0.336
2020 Lamba A, Frank MJ, FeldmanHall O. Anxiety Impedes Adaptive Social Learning Under Uncertainty. Psychological Science. 956797620910993. PMID 32343637 DOI: 10.1177/0956797620910993  0.378
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  0.804
2020 Westbrook A, van den Bosch R, Määttä JI, Hofmans L, Papadopetraki D, Cools R, Frank MJ. Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work. Science (New York, N.Y.). 367: 1362-1366. PMID 32193325 DOI: 10.1126/Science.Aaz5891  0.317
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  0.422
2020 Waltz J, Hernaus D, Wilson R, Brown E, Frank M, Gold J. T62. A COMPUTATIONAL ANALYSIS OF MOTIVATIONAL DEFICITS IN SCHIZOPHRENIA SPECTRUM DISORDERS Schizophrenia Bulletin. 46: S255-S255. DOI: 10.1093/Schbul/Sbaa029.622  0.484
2019 Frey AL, Frank MJ, McCabe C. Social reinforcement learning as a predictor of real-life experiences in individuals with high and low depressive symptomatology. Psychological Medicine. 1-8. PMID 31831095 DOI: 10.1017/S0033291719003222  0.315
2019 Ironside M, Amemori KI, McGrath CL, Pedersen ML, Kang MS, Amemori S, Frank MJ, Graybiel AM, Pizzagalli DA. Approach-Avoidance Conflict in Major Depressive Disorder: Congruent Neural Findings in Humans and Nonhuman Primates. Biological Psychiatry. PMID 31672243 DOI: 10.1016/J.Biopsych.2019.08.022  0.332
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  0.766
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  0.746
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  0.64
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  0.731
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  0.544
2019 Nassar MR, Bruckner R, Frank MJ. Author response: Statistical context dictates the relationship between feedback-related EEG signals and learning Elife. DOI: 10.7554/Elife.46975.020  0.365
2019 Waltz J, Hernaus D, Nassar M, Ritz H, Xu Z, Frank M, Ruiz R, Gold J. S45. DEFICITS IN INFORMATION-SEEKING BEHAVIOR IN SCHIZOPHRENIA: AN ALTERNATIVE MECHANISM OF AVOLITION Schizophrenia Bulletin. 45: S323-S323. DOI: 10.1093/Schbul/Sbz020.590  0.766
2019 Hernaus D, Xu Z, Ruiz R, Brown E, Nassar M, Ritz H, Gold J, Frank M, Waltz J. F9. REDUCED UNCERTAINTY-DRIVEN EXPLORATION AND ASSOCIATED NEURAL REWARD-RELATED SIGNALS RELATE TO MOTIVATIONAL DEFICIT SEVERITY Schizophrenia Bulletin. 45: S257-S258. DOI: 10.1093/Schbul/Sbz018.421  0.778
2019 Hernaus D, Gold J, Waltz J, Frank M. Converging evidence linking reinforcement learning deficits in schizophrenia to impairments in the representation of expected value European Neuropsychopharmacology. 29: S402-S403. DOI: 10.1016/J.Euroneuro.2018.11.609  0.376
2019 Lawlor V, Webb C, Wiecki T, Frank M, Trivedi M, Pizzagalli D, Dillon D. T139. Dissecting the Impact of Depression on Decision-Making During a Probabilistic Reward Task Biological Psychiatry. 85: S183. DOI: 10.1016/J.Biopsych.2019.03.462  0.746
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  0.361
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  0.372
2018 Swart JC, Frank MJ, Määttä JI, Jensen O, Cools R, den Ouden HEM. Frontal network dynamics reflect neurocomputational mechanisms for reducing maladaptive biases in motivated action. Plos Biology. 16: e2005979. PMID 30335745 DOI: 10.1371/Journal.Pbio.2005979  0.446
2018 Hernaus D, Xu Z, Brown EC, Ruiz R, Frank MJ, Gold JM, Waltz JA. Motivational deficits in schizophrenia relate to abnormalities in cortical learning rate signals. Cognitive, Affective & Behavioral Neuroscience. PMID 30276616 DOI: 10.3758/S13415-018-0643-Z  0.464
2018 Patel SR, Herrington TM, Sheth SA, Mian M, Bick SK, Yang JC, Flaherty AW, Frank MJ, Widge AS, Dougherty D, Eskandar EN. Intermittent subthalamic nucleus deep brain stimulation induces risk-aversive behavior in human subjects. Elife. 7. PMID 30198482 DOI: 10.7554/Elife.36460  0.371
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  0.719
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  0.47
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  0.797
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  0.395
2018 Westbrook A, Frank M. Dopamine and Proximity in Motivation and Cognitive Control. Current Opinion in Behavioral Sciences. 22: 28-34. PMID 29713659 DOI: 10.1016/J.Cobeha.2017.12.011  0.341
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  0.714
2018 van Duin EDA, Kasanova Z, Hernaus D, Ceccarini J, Heinzel A, Mottaghy F, Mohammadkhani-Shali S, Winz O, Frank M, Beck MCH, Booij J, Myin-Germeys I, van Amelsvoort T. Striatal dopamine release and impaired reinforcement learning in adults with 22q11.2 deletion syndrome. European Neuropsychopharmacology : the Journal of the European College of Neuropsychopharmacology. PMID 29703646 DOI: 10.1016/J.Euroneuro.2018.03.005  0.375
2018 Franklin NT, Frank MJ. Compositional clustering in task structure learning. Plos Computational Biology. 14: e1006116. PMID 29672581 DOI: 10.1371/Journal.Pcbi.1006116  0.813
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  0.628
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  0.301
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  0.466
2018 Matar E, Shine JM, Gilat M, Ehgoetz-Martens K, Ward PB, Frank MJ, Moustafa A, Naismith SL, Lewis SJ. 025 The neural correlates of doorway freezing in parkinson’s disease Journal of Neurology, Neurosurgery & Psychiatry. 89: A10.3-A11. DOI: 10.1136/Jnnp-2018-Anzan.24  0.549
2018 Umbricht D, Dukart J, Abt M, Tamburri P, Chatham C, Frank M, Collins A, Walling D, Mofsen R, Gruener D, Gertsik L, Sevigny J. S43. A Proof-Of-Mechanism Study Of The Pde10 Inhibitor Rg7203 In Patients With Probing Reward Functions With Imaging And Behavioral Approaches Schizophrenia Bulletin. 44. DOI: 10.1093/Schbul/Sby018.830  0.563
2018 Boehm U, Annis J, Frank MJ, Hawkins GE, Heathcote A, Kellen D, Krypotos A, Lerche V, Logan GD, Palmeri TJ, van Ravenzwaaij D, Servant M, Singmann H, Starns JJ, Voss A, et al. Estimating across-trial variability parameters of the Diffusion Decision Model: Expert advice and recommendations Journal of Mathematical Psychology. 87: 46-75. DOI: 10.1016/J.Jmp.2018.09.004  0.736
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  0.415
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  0.468
2017 Swart JC, Froböse MI, Cook JL, Geurts DE, Frank MJ, Cools R, den Ouden HE. Catecholaminergic challenge uncovers distinct Pavlovian and instrumental mechanisms of motivated (in)action. Elife. 6. PMID 28504638 DOI: 10.7554/Elife.22169  0.428
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  0.478
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  0.405
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  0.676
2017 Kasanova Z, Ceccarini J, Frank M, Amelsvoort TV, Booij J, Duin E, Steinhart H, Vaessen T, Mottaghy F, Myin-Germeys I. Intact striatal dopaminergic modulation of reward learning and daily-life reward-oriented behaviour in relatives of individuals with psychotic disorder European Neuropsychopharmacology. 27. DOI: 10.1016/S0924-977X(17)31598-5  0.392
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  0.441
2016 Pedersen ML, Frank MJ, Biele G. The drift diffusion model as the choice rule in reinforcement learning. Psychonomic Bulletin & Review. PMID 27966103 DOI: 10.3758/s13423-016-1199-y  0.456
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  0.615
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  0.622
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  0.306
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  0.404
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  0.482
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  0.633
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  0.703
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  0.742
2016 Collins AG, Frank MJ. Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785. PMID 26966909 DOI: 10.1371/journal.pcbi.1004785  0.617
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  0.306
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  0.761
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  0.459
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  0.699
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  0.566
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  0.811
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  0.455
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  0.423
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  0.333
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  0.363
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  0.345
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  0.333
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  0.637
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  0.43
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  0.805
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  0.4
2015 Frank MJ, Badre D. How cognitive theory guides neuroscience. Cognition. 135: 14-20. PMID 25496988 DOI: 10.1016/j.cognition.2014.11.009  0.326
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  0.372
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  0.359
2015 Franklin NT, Frank MJ. Author response: A cholinergic feedback circuit to regulate striatal population uncertainty and optimize reinforcement learning Elife. DOI: 10.7554/Elife.12029.014  0.79
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  0.751
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  0.675
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  0.679
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  0.661
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  0.682
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  0.623
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  0.712
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  0.763
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  0.337
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  0.784
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  0.446
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  0.478
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  0.601
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  0.518
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  0.623
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  0.545
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  0.446
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  0.729
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  0.38
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  0.698
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  0.316
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  0.768
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  0.385
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  0.612
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  0.682
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  0.376
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  0.403
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  0.341
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  0.363
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  0.679
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  0.436
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  0.649
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  0.375
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  0.712
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  0.401
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  0.341
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  0.449
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  0.451
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  0.724
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  0.793
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  0.341
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  0.453
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  0.396
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  0.45
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  0.371
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  0.419
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  0.465
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  0.791
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  0.381
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  0.337
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  0.739
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  0.468
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  0.757
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  0.35
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  0.743
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  0.458
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  0.742
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  0.673
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  0.302
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  0.371
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  0.32
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  0.462
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  0.462
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  0.424
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  0.771
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  0.346
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  0.303
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  0.399
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  0.748
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  0.401
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  0.376
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  0.484
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  0.367
2009 Doll B, Tsuchida A, Fellows L, Frank M. Ventromedial Prefrontal Cortex Lesions Impair Value Updating of Unchosen Stimuli in a Reversal Task Neuroimage. 47: S138. DOI: 10.1016/S1053-8119(09)71363-1  0.332
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  0.617
2008 Frank MJ. Schizophrenia: a computational reinforcement learning perspective. Schizophrenia Bulletin. 34: 1008-11. PMID 18791075 DOI: 10.1093/schbul/sbn123  0.327
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  0.57
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  0.412
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  0.715
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  0.442
2008 Gruendler T, Cavanagh J, Figueroa C, Frank M, Allen J. Task related dissociation in performance monitoring as a function of obsessive–compulsive symptoms International Journal of Psychophysiology. 69: 213. DOI: 10.1016/J.Ijpsycho.2008.05.030  0.692
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  0.809
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  0.557
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  0.688
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  0.68
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  0.366
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  0.303
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  0.657
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  0.465
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  0.731
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  0.402
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  0.702
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  0.642
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  0.457
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  0.657
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  0.656
2006 Crystal HA, Block J, Frank MJ. P1-147: Effects of aging on computerized tests of procedural memory that utilize trial-and-error learning Alzheimers & Dementia. 2. DOI: 10.1016/J.Jalz.2006.05.523  0.347
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  0.57
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  0.615
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  0.421
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  0.675
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  0.814
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  0.568
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  0.613
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