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Randall Charles O'Reilly

TitleProfessor Adjunct
InstitutionUniversity of Colorado Boulder
DepartmentPsych-Psychology
Phone303/492-0054

    Collapse Research 
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    R01MH069597     (O'REILLY, RANDALL CHARLES)Jan 1, 2004 - Dec 31, 2008
    NIH
    Toward a Unified Model of Cognitive Control
    Role: Principal Investigator

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    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Smucny J, Hanks TD, Lesh TA, O'Reilly RC, Carter CS. Altered Associations Between Motivated Performance and Frontostriatal Functional Connectivity During Reward Anticipation in Schizophrenia. Schizophr Bull. 2023 05 03; 49(3):717-725. PMID: 36912046.
      View in: PubMed
    2. Zheng Y, Liu XL, Nishiyama S, Ranganath C, O'Reilly RC. Correcting the hebbian mistake: Toward a fully error-driven hippocampus. PLoS Comput Biol. 2022 10; 18(10):e1010589. PMID: 36219613.
      View in: PubMed
    3. Russin J, Zolfaghar M, Park SA, Boorman E, O'Reilly RC. A Neural Network Model of Continual Learning with Cognitive Control. Cogsci. 2022 Jul; 44:1064-1071. PMID: 37223441.
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    4. O'Reilly RC, Ranganath C, Russin JL. The Structure of Systematicity in the Brain. Curr Dir Psychol Sci. 2022 Apr; 31(2):124-130. PMID: 35785023.
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    5. Russin J, Zolfaghar M, Park SA, Boorman E, O'Reilly RC. Complementary Structure-Learning Neural Networks for Relational Reasoning. Cogsci. 2021 Jul; 2021:1560-1566. PMID: 34617073.
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    6. O'Reilly RC, Russin JL, Zolfaghar M, Rohrlich J. Deep Predictive Learning in Neocortex and Pulvinar. J Cogn Neurosci. 2021 05 01; 33(6):1158-1196. PMID: 34428793.
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    7. Mollick JA, Chang LJ, Krishnan A, Hazy TE, Krueger KA, Frank GKW, Wager TD, O'Reilly RC. The Neural Correlates of Cued Reward Omission. Front Hum Neurosci. 2021; 15:615313. PMID: 33679345.
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    8. Smucny J, Tully LM, Howell AM, Lesh TA, Johnson SL, O'Reilly RC, Minzenberg MJ, Ursu S, Yoon JH, Niendam TA, Ragland JD, Carter CS. Schizophrenia and bipolar disorder are associated with opposite brain reward anticipation-associated response. Neuropsychopharmacology. 2021 05; 46(6):1152-1160. PMID: 33452432.
      View in: PubMed
    9. Herd S, Krueger K, Nair A, Mollick J, O'Reilly R. Neural Mechanisms of Human Decision-Making. Cogn Affect Behav Neurosci. 2021 02; 21(1):35-57. PMID: 33409958.
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    10. Dean DJ, Bernard JA, Damme KSF, O'Reilly R, Orr JM, Mittal VA. Longitudinal Assessment and Functional Neuroimaging of Movement Variability Reveal Novel Insights Into Motor Dysfunction in Clinical High Risk for Psychosis. Schizophr Bull. 2020 12 01; 46(6):1567-1576. PMID: 32662507.
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    11. Mollick JA, Hazy TE, Krueger KA, Nair A, Mackie P, Herd SA, O'Reilly RC. A systems-neuroscience model of phasic dopamine. Psychol Rev. 2020 11; 127(6):972-1021. PMID: 32525345.
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    12. O'Reilly RC. Unraveling the Mysteries of Motivation. Trends Cogn Sci. 2020 06; 24(6):425-434. PMID: 32392468.
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    13. O'Reilly RC, Nair A, Russin JL, Herd SA. How Sequential Interactive Processing Within Frontostriatal Loops Supports a Continuum of Habitual to Controlled Processing. Front Psychol. 2020; 11:380. PMID: 32210892.
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    14. O'Reilly RC, Russin J, Herd SA. Computational models of motivated frontal function. Handb Clin Neurol. 2019; 163:317-332. PMID: 31590738.
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    15. Frank GK, Collier S, Shott ME, O'Reilly RC. Prediction error and somatosensory insula activation in women recovered from anorexia nervosa. J Psychiatry Neurosci. 2016 08; 41(5):304-11. PMID: 26836623.
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    16. Pauli WM, O'Reilly RC, Yarkoni T, Wager TD. Regional specialization within the human striatum for diverse psychological functions. Proc Natl Acad Sci U S A. 2016 Feb 16; 113(7):1907-12. PMID: 26831091.
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    17. Sun Y, O'Reilly RC, Smith JW, Wang H. Reply to Aksentijevic: It is a matter of what is countable and how neurons learn. Proc Natl Acad Sci U S A. 2015 Jun 23; 112(25):E3160. PMID: 26034290.
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    18. Verduzco-Flores SO, O'Reilly RC. How the credit assignment problems in motor control could be solved after the cerebellum predicts increases in error. Front Comput Neurosci. 2015; 9:39. PMID: 25852535.
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    19. Sun Y, O'Reilly RC, Bhattacharyya R, Smith JW, Liu X, Wang H. Latent structure in random sequences drives neural learning toward a rational bias. Proc Natl Acad Sci U S A. 2015 Mar 24; 112(12):3788-92. PMID: 25775565.
      View in: PubMed
    20. Teitelbaum DH, Guenter P, Griebel D, Abrams SA, Bark S, Baker M, Berry KL, Bistrian BR, Brenna JT, Bonnot D, Carpentier YA, Deckelbaum RJ, Hise M, Koletzko B, Mirtallo JM, Mulberg AE, O'Reilly RC, Shaffer J, von Kleist E, Zaloga GP, Ziegler TR. Proceedings From FDA/A.S.P.E.N. Public Workshop: Clinical Trial Design for Intravenous Fat Emulsion Products, October 29, 2013. JPEN J Parenter Enteral Nutr. 2015 Sep; 39(7):768-86. PMID: 25475623.
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    21. Kachergis G, Wyatte D, O'Reilly RC, de Kleijn R, Hommel B. A continuous-time neural model for sequential action. Philos Trans R Soc Lond B Biol Sci. 2014 Nov 05; 369(1655). PMID: 25267830.
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    22. Ketz NA, Jensen O, O'Reilly RC. Thalamic pathways underlying prefrontal cortex-medial temporal lobe oscillatory interactions. Trends Neurosci. 2015 Jan; 38(1):3-12. PMID: 25455705.
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    23. Wyatte D, Jilk DJ, O'Reilly RC. Early recurrent feedback facilitates visual object recognition under challenging conditions. Front Psychol. 2014; 5:674. PMID: 25071647.
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    24. Herd SA, O'Reilly RC, Hazy TE, Chatham CH, Brant AM, Friedman NP. A neural network model of individual differences in task switching abilities. Neuropsychologia. 2014 Sep; 62:375-89. PMID: 24791709.
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    25. Kriete T, Noelle DC, Cohen JD, O'Reilly RC. Indirection and symbol-like processing in the prefrontal cortex and basal ganglia. Proc Natl Acad Sci U S A. 2013 Oct 08; 110(41):16390-5. PMID: 24062434.
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    26. O'Reilly RC. Individual differences in cognitive flexibility. Biol Psychiatry. 2013 Jul 15; 74(2):78-9. PMID: 23809259.
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    27. Ketz N, O'Reilly RC, Curran T. Classification aided analysis of oscillatory signatures in controlled retrieval. Neuroimage. 2014 Jan 15; 85 Pt 2:749-60. PMID: 23845425.
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    28. Herd SA, Krueger KA, Kriete TE, Huang TR, Hazy TE, O'Reilly RC. Strategic cognitive sequencing: a computational cognitive neuroscience approach. Comput Intell Neurosci. 2013; 2013:149329. PMID: 23935605.
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    29. Ketz N, Morkonda SG, O'Reilly RC. Theta coordinated error-driven learning in the hippocampus. PLoS Comput Biol. 2013; 9(6):e1003067. PMID: 23762019.
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    30. O'Reilly RC, Wyatte D, Herd S, Mingus B, Jilk DJ. Recurrent Processing during Object Recognition. Front Psychol. 2013; 4:124. PMID: 23554596.
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    31. Huang TR, Hazy TE, Herd SA, O'Reilly RC. Assembling old tricks for new tasks: a neural model of instructional learning and control. J Cogn Neurosci. 2013 Jun; 25(6):843-51. PMID: 23384191.
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    32. Stocco A, Lebiere C, O'Reilly RC, Anderson JR. Distinct contributions of the caudate nucleus, rostral prefrontal cortex, and parietal cortex to the execution of instructed tasks. Cogn Affect Behav Neurosci. 2012 Dec; 12(4):611-28. PMID: 22956331.
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    33. Wyatte D, Curran T, O'Reilly R. The limits of feedforward vision: recurrent processing promotes robust object recognition when objects are degraded. J Cogn Neurosci. 2012 Nov; 24(11):2248-61. PMID: 22905822.
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    34. Pauli WM, Clark AD, Guenther HJ, O'Reilly RC, Rudy JW. Inhibiting PKM? reveals dorsal lateral and dorsal medial striatum store the different memories needed to support adaptive behavior. Learn Mem. 2012 Jun 20; 19(7):307-14. PMID: 22723053.
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    35. Wyatte D, Herd S, Mingus B, O'Reilly R. The Role of Competitive Inhibition and Top-Down Feedback in Binding during Object Recognition. Front Psychol. 2012; 3:182. PMID: 22719733.
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    36. Frank GK, Reynolds JR, Shott ME, Jappe L, Yang TT, Tregellas JR, O'Reilly RC. Anorexia nervosa and obesity are associated with opposite brain reward response. Neuropsychopharmacology. 2012 Aug; 37(9):2031-46. PMID: 22549118.
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    37. Reynolds JR, O'Reilly RC, Cohen JD, Braver TS. The function and organization of lateral prefrontal cortex: a test of competing hypotheses. PLoS One. 2012; 7(2):e30284. PMID: 22355309.
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    38. O'Reilly RC, Bhattacharyya R, Howard MD, Ketz N. Complementary learning systems. Cogn Sci. 2014 Aug; 38(6):1229-48. PMID: 22141588.
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    39. Pauli WM, Hazy TE, O'Reilly RC. Expectancy, ambiguity, and behavioral flexibility: separable and complementary roles of the orbital frontal cortex and amygdala in processing reward expectancies. J Cogn Neurosci. 2012 Feb; 24(2):351-66. PMID: 22004047.
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    40. Munakata Y, Herd SA, Chatham CH, Depue BE, Banich MT, O'Reilly RC. A unified framework for inhibitory control. Trends Cogn Sci. 2011 Oct; 15(10):453-9. PMID: 21889391.
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    41. Frank GKW, Reynolds JR, Shott ME, O'Reilly RC. Altered temporal difference learning in bulimia nervosa. Biol Psychiatry. 2011 Oct 15; 70(8):728-735. PMID: 21718969.
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    42. Snyder HR, Hutchison N, Nyhus E, Curran T, Banich MT, O'Reilly RC, Munakata Y. Neural inhibition enables selection during language processing. Proc Natl Acad Sci U S A. 2010 Sep 21; 107(38):16483-8. PMID: 20813959.
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    43. O'Reilly RC. The What and How of prefrontal cortical organization. Trends Neurosci. 2010 Aug; 33(8):355-61. PMID: 20573407.
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    44. O'Reilly RC, Herd SA, Pauli WM. Computational models of cognitive control. Curr Opin Neurobiol. 2010 Apr; 20(2):257-61. PMID: 20185294.
      View in: PubMed
    45. Hazy TE, Frank MJ, O'Reilly RC. Neural mechanisms of acquired phasic dopamine responses in learning. Neurosci Biobehav Rev. 2010 Apr; 34(5):701-20. PMID: 19944716.
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    46. Reynolds JR, O'Reilly RC. Developing PFC representations using reinforcement learning. Cognition. 2009 Dec; 113(3):281-292. PMID: 19591977.
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    47. Huber DE, Tian X, Curran T, O'Reilly RC, Woroch B. The dynamics of integration and separation: ERP, MEG, and neural network studies of immediate repetition effects. J Exp Psychol Hum Percept Perform. 2008 Dec; 34(6):1389-416. PMID: 19045982.
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    48. Atallah HE, Rudy JW, O'Reilly RC. The role of the dorsal striatum and dorsal hippocampus in probabilistic and deterministic odor discrimination tasks. Learn Mem. 2008 May; 15(5):294-8. PMID: 18441287.
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    49. Frank MJ, O'Reilly RC, Curran T. Midazolam, hippocampal function, and transitive inference: Reply to Greene. Behav Brain Funct. 2008 Jan 30; 4:5. PMID: 18234111.
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    50. Bayley PJ, O'Reilly RC, Curran T, Squire LR. New semantic learning in patients with large medial temporal lobe lesions. Hippocampus. 2008; 18(6):575-83. PMID: 18306299.
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    51. Hazy TE, Frank MJ, O'reilly RC. Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system. Philos Trans R Soc Lond B Biol Sci. 2007 Sep 29; 362(1485):1601-13. PMID: 17428778.
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    52. Pauli WM, O'Reilly RC. Attentional control of associative learning--a possible role of the central cholinergic system. Brain Res. 2008 Apr 02; 1202:43-53. PMID: 17870060.
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    53. O'Reilly RC, Frank MJ, Hazy TE, Watz B. PVLV: the primary value and learned value Pavlovian learning algorithm. Behav Neurosci. 2007 Feb; 121(1):31-49. PMID: 17324049.
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    54. Atallah HE, Lopez-Paniagua D, Rudy JW, O'Reilly RC. Separate neural substrates for skill learning and performance in the ventral and dorsal striatum. Nat Neurosci. 2007 Jan; 10(1):126-31. PMID: 17187065.
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    55. Frank MJ, Santamaria A, O'Reilly RC, Willcutt E. Testing computational models of dopamine and noradrenaline dysfunction in attention deficit/hyperactivity disorder. Neuropsychopharmacology. 2007 Jul; 32(7):1583-99. PMID: 17164816.
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    56. O'Reilly RC. Biologically based computational models of high-level cognition. Science. 2006 Oct 06; 314(5796):91-4. PMID: 17023651.
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    57. Frank MJ, O'Reilly RC, Curran T. When memory fails, intuition reigns: midazolam enhances implicit inference in humans. Psychol Sci. 2006 Aug; 17(8):700-7. PMID: 16913953.
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    58. Frank MJ, O'Reilly RC. A mechanistic account of striatal dopamine function in human cognition: psychopharmacological studies with cabergoline and haloperidol. Behav Neurosci. 2006 Jun; 120(3):497-517. PMID: 16768602.
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    59. O'Reilly RC, Frank MJ. Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia. Neural Comput. 2006 Feb; 18(2):283-328. PMID: 16378516.
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    60. Herd SA, Banich MT, O'Reilly RC. Neural mechanisms of cognitive control: an integrative model of stroop task performance and FMRI data. J Cogn Neurosci. 2006 Jan; 18(1):22-32. PMID: 16417680.
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    61. Hazy TE, Frank MJ, O'Reilly RC. Banishing the homunculus: making working memory work. Neuroscience. 2006 Apr 28; 139(1):105-18. PMID: 16343792.
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    62. Herd SA, O'Reilly RC. Serial visual search from a parallel model. Vision Res. 2005 Nov; 45(24):2987-92. PMID: 16139862.
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    63. Rudy JW, Biedenkapp JC, O'Reilly RC. Prefrontal cortex and the organization of recent and remote memories: an alternative view. Learn Mem. 2005 Sep-Oct; 12(5):445-6. PMID: 16166399.
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    64. Frank MJ, Rudy JW, Levy WB, O'Reilly RC. When logic fails: implicit transitive inference in humans. Mem Cognit. 2005 Jun; 33(4):742-50. PMID: 16248338.
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    65. Rougier NP, Noelle DC, Braver TS, Cohen JD, O'Reilly RC. Prefrontal cortex and flexible cognitive control: rules without symbols. Proc Natl Acad Sci U S A. 2005 May 17; 102(20):7338-43. PMID: 15883365.
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    66. Frank MJ, Seeberger LC, O'reilly RC. By carrot or by stick: cognitive reinforcement learning in parkinsonism. Science. 2004 Dec 10; 306(5703):1940-3. PMID: 15528409.
      View in: PubMed
    67. Atallah HE, Frank MJ, O'Reilly RC. Hippocampus, cortex, and basal ganglia: insights from computational models of complementary learning systems. Neurobiol Learn Mem. 2004 Nov; 82(3):253-67. PMID: 15464408.
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    68. Norman KA, O'Reilly RC. Modeling hippocampal and neocortical contributions to recognition memory: a complementary-learning-systems approach. Psychol Rev. 2003 Oct; 110(4):611-46. PMID: 14599236.
      View in: PubMed
    69. Van Elzakker M, O'Reilly RC, Rudy JW. Transitivity, flexibility, conjunctive representations, and the hippocampus. I. An empirical analysis. Hippocampus. 2003; 13(3):334-40. PMID: 12722974.
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    70. Frank MJ, Rudy JW, O'Reilly RC. Transitivity, flexibility, conjunctive representations, and the hippocampus. II. A computational analysis. Hippocampus. 2003; 13(3):341-54. PMID: 12722975.
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    71. O'Reilly RC, Norman KA. Hippocampal and neocortical contributions to memory: advances in the complementary learning systems framework. Trends Cogn Sci. 2002 Dec 01; 6(12):505-510. PMID: 12475710.
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    72. Rudy JW, Barrientos RM, O'Reilly RC. Hippocampal formation supports conditioning to memory of a context. Behav Neurosci. 2002 Aug; 116(4):530-8. PMID: 12148921.
      View in: PubMed
    73. Holdstock JS, Mayes AR, Roberts N, Cezayirli E, Isaac CL, O'Reilly RC, Norman KA. Under what conditions is recognition spared relative to recall after selective hippocampal damage in humans? Hippocampus. 2002; 12(3):341-51. PMID: 12099485.
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    74. Frank MJ, Loughry B, O'Reilly RC. Interactions between frontal cortex and basal ganglia in working memory: a computational model. Cogn Affect Behav Neurosci. 2001 Jun; 1(2):137-60. PMID: 12467110.
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    75. Rudy JW, O'Reilly RC. Conjunctive representations, the hippocampus, and contextual fear conditioning. Cogn Affect Behav Neurosci. 2001 Mar; 1(1):66-82. PMID: 12467104.
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    76. O'Reilly RC, Goldman SA, Widner SA, Cass SP. Creating a stable tympanic membrane perforation using mitomycin C. Otolaryngol Head Neck Surg. 2001 Jan; 124(1):40-5. PMID: 11228450.
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    77. Munakata Y, Santos LR, Spelke ES, Hauser MD, O'Reilly RC. Visual representation in the wild: how rhesus monkeys parse objects. J Cogn Neurosci. 2001 Jan 01; 13(1):44-58. PMID: 11224908.
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    78. Vecera SP, O'Reilly RC. Graded effects in hierarchical figure-ground organization: reply to Peterson (1999). J Exp Psychol Hum Percept Perform. 2000 Jun; 26(3):1221-31. PMID: 10884019.
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    79. O'Reilly RC, Rudy JW. Computational principles of learning in the neocortex and hippocampus. Hippocampus. 2000; 10(4):389-97. PMID: 10985278.
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    80. Rudy JW, O'Reilly RC. Contextual fear conditioning, conjunctive representations, pattern completion, and the hippocampus. Behav Neurosci. 1999 Oct; 113(5):867-80. PMID: 10571471.
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    81. O'Reilly RC. Six principles for biologically based computational models of cortical cognition. Trends Cogn Sci. 1998 Nov 01; 2(11):455-62. PMID: 21227277.
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    82. Vecera SP, O'Reilly RC. Figure-ground organization and object recognition processes: an interactive account. J Exp Psychol Hum Percept Perform. 1998 Apr; 24(2):441-62. PMID: 9554093.
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    83. Cohen JD, Braver TS, O'Reilly RC. A computational approach to prefrontal cortex, cognitive control and schizophrenia: recent developments and current challenges. Philos Trans R Soc Lond B Biol Sci. 1996 Oct 29; 351(1346):1515-27. PMID: 8941963.
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    84. McClelland JL, McNaughton BL, O'Reilly RC. Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. Psychol Rev. 1995 Jul; 102(3):419-457. PMID: 7624455.
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    85. O'Reilly RC, McClelland JL. Hippocampal conjunctive encoding, storage, and recall: avoiding a trade-off. Hippocampus. 1994 Dec; 4(6):661-82. PMID: 7704110.
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    86. Farah MJ, O'Reilly RC, Vecera SP. Dissociated overt and covert recognition as an emergent property of a lesioned neural network. Psychol Rev. 1993 Oct; 100(4):571-88. PMID: 8255950.
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    87. O'Reilly RC, Kosslyn SM, Marsolek CJ, Chabris CF. Receptive field characteristics that allow parietal lobe neurons to encode spatial properties of visual input: a computational analysis. J Cogn Neurosci. 1990; 2(2):141-55. PMID: 23972023.
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