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Department of Economics

Complete List of Publications

    Publications in international peer-reviewed scientific journals

  1. Soutschek A, Șahin T, Tobler PN (2024) Tipping the balance between fairness and efficiency through temporoparietal stimulation. Proc Natl Acad Sci U S A. 121(42):e2409395121. doi:10.1073/pnas.2409395121

  2. Kim JC, Hellrung L, Grueschow M, Nebe S, Nagy Z, Tobler PN (2024) Neural representation of valenced and generic probability and uncertainty. J Neurosci. e0195242024. doi:10.1523/JNEUROSCI.0195-24.2024

  3. Kaliuzhna M, Carruzzo F, Kuenzi N, Tobler PN, Kirschner M, Geffen T, Katthagen T, Böge K, Zierhut MM, Schlagenhauf F, Kaiser S (2024) Adaptive coding of reward in schizophrenia, its change over time and relationship to apathy. Brain. 147(7):2459-2470. doi:10.1093/brain/awae112

  4. Kang P, Tobler PN, Dayan P (2024) Bayesian reinforcement learning: A basic overview. Neurobiol Learn Mem. 211:107924. doi:10.1016/j.nlm.2024.107924

  5. Nebe S, Kretzschmar A, Brandt MC, Tobler PN (2024) Characterizing Human Habits in the Lab. Collabra Psychol. 10(1):92949. doi:10.1525/collabra.92949

  6. Zhou Y, Han S, Kang P, Tobler PN, Hein G (2024) The social transmission of empathy relies on observational reinforcement learning. Proc Natl Acad Sci U S A. 121(9):e2313073121. doi:10.1073/pnas.2313073121

  7. Soutschek A, Burke CJ, Kang P, Wieland N, Netzer N, Tobler PN (2024) Neural reward representations enable utilitarian welfare maximization. J Neurosci. 44(21):e2376232024. doi:10.1523/JNEUROSCI.2376-23.2024

  8. Kaliuzhna M, Kirschner M, Tobler PN, Kaiser S (2023) Comparing adaptive coding of reward in bipolar I disorder and schizophrenia. Hum Brain Mapp. 44(2):523-534. doi:10.1002/hbm.26078

  9. Liao J, Ou J, Hu Y, Tobler PN, Wu Y (2023) Testosterone administration modulates inequality aversion in healthy males: evidence from computational modeling. Psychoneuroendocrinology.. 155:106321. doi:10.1016/j.psyneuen.2023.106321

  10. Sidorenko N, Chung HK, Grueschow M, Quednow BB, Hayward-Könnecke H, Jetter A, Tobler PN (2023) Acetylcholine and noradrenaline enhance foraging optimality in humans. Proc Natl Acad Sci U S A. 120(36):e2305596120. doi:10.1073/pnas.2305596120

  11. Schaffner J, Bao SD, Tobler PN, Hare TA, Polania R (2023) Sensory perception relies on fitness-maximizing codes. Nat Hum Behav. (7):1135-1151. doi:10.1038/s41562-023-01584-y

  12. Soutschek A, Tobler PN (2023) A process model account of the role of dopamine in intertemporal choice. Elife. 12:e83734. doi:10.7554/eLife.83734

  13. Krittanawong C, Maitra NS, Khawaja M, Wang Z, Fogg S, Rozenkrantz L, Virani SS, Levin M, Storch EA, Tobler PN, Charney DS, Levine GN (2022) Association of pessimism with cardiovascular events and all-cause mortality. Prog Cardiovasc Dis. S0033-0620(22)00139-6. doi:10.1016/j.pcad.2022.11.018

  14. Geary N, Asarian L, Graf G, Gobbi S, Tobler PN, Rehfeld JF, Leeners B. (2022) Increased meal size, but reduced meal-stimulated plasma cholecystokinin concentrations in women with obesity. Endocrinology. 24:bqac192. doi:10.1210/endocr/bqac192

  15. Krittanawong C, Maitra NS, Virk HUH, Fogg S, Wang Z, Gritsch D, Storch EA, Tobler PN, Charney DS, Levine GN (2022) The Reply. Am J Med. 135(12):e440. doi:110.1016/j.amjmed.2022.08.025

  16. Giarratana AO, Kaliuzhna M, Kaiser S, Tobler PN (2022) Adaptive coding occurs in object categorization and may not be associated with schizotypal personality traits. Sci Rep. 12(1):19385. doi:10.1038/s41598-022-24127-3

  17. Wu Y, Ou J, Wang X, Zilioli S, Tobler PN, Li Y (2022) Exogeneous testosterone increases sexual impulsivity in heterosexual men. Psychoneuroendocrinology. 5;145:105914. doi:10.1016/j.psyneuen.2022.105914

  18. Bègue I, Brakowski J, Seifritz E, Dagher A, Tobler PN, Kirschner M, Kaiser S (2022) Cerebellar and cortico-striatal-midbrain contributions to reward-cognition processes and apathy within the psychosis continuum. Schizophr Res. 246:85-94. doi:10.1016/j.schres.2022.06.010

  19. Zhou Y, Lindström B, Soutschek A, Kang P, Tobler PN, Hein G (2022) R Learning from Ingroup Experiences Changes Intergroup Impressions. J Neurosci. Epub ahead of print. doi: 0.1523/JNEUROSCI.0027-22.2022

  20. Heuberger LS, Gobbi S, Weber SC, Graf G, Tobler PN, Asarian L, Geary N, Roth M, Leeners B (2022) Is It Worth It? Obesity Affects Snack Food Valuation Across the Menstrual Cycle. Front Neurosci. 16;16:800976. doi:110.3389/fnins.2022.800976

  21. Krittanawong C, Maitra NS, Hassan Virk HU, Fogg S, Wang Z, Kaplin S, Gritsch D, Storch EA, Tobler PN, Charney DS, Levine GN (2022) Association of Optimism with Cardiovascular Events and All-Cause Mortality: Systematic Review and Meta-Analysis. Am J Med. 4;S0002-9343(22)00075-4. doi:110.1016/j.amjmed.2021.12.023

  22. Carruzzo F, Kaiser S, Tobler PN, , Kirschner M, Simon JJ (2022) Increased ventral striatal functional connectivity in patients with schizophrenia during reward anticipation. Neuroimage Clin. 33:102944. doi:10.1016/j.nicl.2022.102944

  23. Cathomas F, Klaus F, Guetter K, Seifritz E, Hartmann-Riemer MN, Tobler PN, Kaiser S, Kaliuzhna M (2022) Associations Between Negative Symptoms and Effort Discounting in Patients With Schizophrenia and Major Depressive Disorder. JSchizophr Bull Open 11;2(1). doi:10.1093/schizbullopen/sgab022

  24. Ugazio G, Grueschow M, Polania R, Lamm C, Tobler PN, Ruff CC (2021) Neuro-Computational Foundations of Moral Preferences. Soc Cogn Affect Neurosci. nsab100. doi:10.1093/scan/nsab100

  25. Kapetaniou GE, Reinhard MA, Christian P, Jobst A, Tobler PN, Padberg F, Soutschek A (2021) The role of oxytocin in delay of gratification and flexibility in non-social decision making. Elife. 10:e61844.doi/10.7554/eLife.61844

  26. Isaacowitz DM, Freund AM, Mayr U, Rothermund K, Tobler PN (2021) Age-Related Changes in the Role of Social Motivation: Implications for Healthy Aging. J Gerontol B Psychol Sci Soc Sci. 76(Suppl 2):S115-S124. doi: 10.1093/geronb/gbab032

  27. Freund AM, Hennecke M, Brandstätter V, Martin M, Boker SM, Charles ST, Fishbach A, Hess TM, Heckhausen J, Gow AJ, Isaacowitz DM, Klusmann V, Lachman ME, Mayr U, Oettingen G, Robert P, Röcke C, Rothermund K, Scholz U, Tobler PN, Zacher H, Zadeh RS (2021) Motivation and Healthy Aging: A Heuristic Model. J Gerontol B Psychol Sci Soc Sci. 76(Suppl 2):S97-S104. doi: 10.1093/geronb/gbab128

  28. Lu H-Y, Lorenc ES, Zhu H, Kilmarx J, Sulzer J, Xie C, Tobler PN, Watrous AJ, Orsborn AL, Lewis-Peacock J, Santacruz SR (2021) Multi-scale neural decoding and analysis. J Neural Eng. 18(4). doi:10.1088/1741-2552/ac160f

  29. Bolt E, Ho JT, Roel Lesur M, Soutschek A, Tobler PN, Lenggenhager B (2021) Effects of a virtual gender swap on social and temporal decision-making. Sci Rep. 11(1):15376. doi:10.1038/s41598-021-94869-z

  30. Kaliuzhna M, Kirschner M, Carruzzo F, Hartmann-Riemer MN, Bischof M, Seifritz E, Tobler PN, Kaiser S (2021) How far to go in deconstructing negative symptoms? Behavioural and neural level evidence for the amotivation domain. Schizophr Res. 236:41-47. doi:10.1016/j.schres.2021.08.007

  31. Soutschek A, Bagaïni A, Hare TA, Tobler PN (2021) Reconciling Psychological and Neuroscientific Accounts of Reduced Motivation in Aging. Soc Cogn Affect Neurosci. nsab101. doi:10.1093/scan/nsab101

  32. Hess TM, Freund AM, Tobler PN (2021) Effort Mobilization and Healthy Aging. J Gerontol B Psychol Sci Soc Sci. 76(Suppl 2):S135-S144. doi: 10.1093/geronb/gbab030

  33. Williams TB, Burke CJ, Nebe S, Preuschoff K, Fehr E, Tobler PN (2021) Testing models at the neural level reveals how the brain computes subjective value. Proc Natl Acad Sci U S A. 118(43):e2106237118. doi:10.1073/pnas.2106237118

  34. Soutschek A, Weber SC, Kahnt T, Quednow BB, Tobler PN (2021) Opioid antagonism modulates wanting-related frontostriatal connectivity. Elife. 10:e71077. doi:10.7554/eLife.71077

  35. Soutschek A, Moisa M, Ruff CC, Tobler PN (2021) Frontopolar theta oscillations link metacognition with prospective decision making. Nat Commun. 12(1):3943. doi:10.1038/s41467-021-24197-3

  36. Ou J, Wu Y, Hu Y, Gao X, Li H, Tobler PN (2021) Testosterone reduces generosity through cortical and subcortical mechanisms. Proc Natl Acad Sci USA. 118(12):e2021745118. doi:10.1073/pnas.2021745118

  37. Honda Y, Nakamura S, Ogawa K, Yoshino R, Tobler PN, Nishimura Y, Tsutsui K-I (2021) Changes in beta and high-gamma power in resting-state electrocorticogram induced by repetitive transcranial magnetic stimulation of primary motor cortex in unanesthetized macaque monkeys. Neurosci Res. S0168-0102(21)00052-3. doi:doi: 10.1016/j.neures.2021.02.002

  38. Pasquereau B, Drui G, Saga Y, Richard A, Millot M, Météreau E, Sgambato V, Tobler PN, Tremblay L (2021) Selective serotonin reuptake inhibitor treatment retunes emotional valence in primate ventral striatum. Neuropsychopharmacology. Epub ahead of print. doi:10.1038/s41386-021-00991-x

  39. Lindström B, Bellander M, Schultner DT, Chang A, Tobler PN, Amodio DM (2021) A computational reward learning account of social media engagement. Nat Commun. JN-RM-0926-20. doi:10.1038/s41467-020-19607-x

  40. Cathomas F, Klaus F, Guetter K, Chung H-K, Raja Beharelle A, Spiller TR, Schlegel R, Seifritz E, Hartmann-Riemer MN, Tobler PN, Kaiser S (2021) Increased random exploration in schizophrenia is associated with inflammation. NPJ Schizophr. 7(1):6. doi:10.1038/s41537-020-00133-0

  41. Kang P, Burke CJ, Tobler PN, Hein G (2021) Why We Learn Less from Observing Outgroups. J Neurosci. JN-RM-0926-20 doi:110.1523/JNEUROSCI.0926-20.2020

  42. Saposnik G, Sotoca J, Sempere AP, Candeliere-Merlicco A, Díaz-Abós P, Tobler PN, Terzaghi M, Maurino J (2020) Therapeutic status quo in patients with relapsing-remitting multiple sclerosis: A sign of poor self-perception of their clinical status? Mult Scler Relat Disord. 45:102354. doi:10.1016/j.msard.2020.102354

  43. Saposnik G, Grueschow M, Oh J, Terzaghi MA, Kostyrko P, Vaidyanathan S, Nisenbaum R, Ruff CC, Tobler PN (2020) Effect of an Educational Intervention on Therapeutic Inertia in Neurologists With Expertise in Multiple Sclerosis: A Randomized Clinical Trial. JAMA Netw Open. 3(12):e2022227. doi:10.1001/jamanetworkopen.2020.22227

  44. Diaconescu AO, Stecy M, Kasper L, Burke CJ, Nagy Z, Mathys C, Tobler PN (2020) Neural arbitration between social and individual learning systems. elife. 11;9:e54051. doi: 10.7554/eLife.54051

  45. Lindström B, Bellander M, Schultner DT, Chang A, Tobler PN, & Amodio DM (in press). A computational reward learning account of social media engagement. Nature Communications. doi.org/10.5167/uzh-184242

  46. Soutschek A, Moisa M, Ruff CC, Tobler PN (2020) The right temporoparietal junction enables delay of gratification by allowing decision makers to focus on future events. PLoS Biol. 18(8):e3000800. doi:10.1371/journal.pbio.3000800

  47. Soutschek A, Tobler PN (2020) Causal role of lateral prefrontal cortex in mental effort and fatigue. Hum Brain Mapp. Epub ahead of print. doi:10.1002/hbm.25146

  48. Gobbi S, Weber SC, Graf G, Hinz D, Asarian L, Geary N, Leeners B, Hare TA, Tobler PN (2020) Reduced Neural Satiety Responses in Women Affected by Obesity. Neuroscience. 1;447:94-112. doi:10.1016/j.neuroscience.2020.07.022

  49. Heinzelmann N, Weber S, Tobler PN (2020). Aesthetics and morality judgments share cortical neuroarchitecture. Cortex, 129:484-495. doi.org/10.1016/j.cortex.2020.04.018

  50. Kaliuzhna M, Kirschner M, Carruzzo F, Hartmann-Riemer MN, Bischof M, Seifritz E, Tobler PN, Kaiser S (2020) Clinical, behavioural and neural validation of the PANSS amotivation factor. Schizophr Res. 220:38-45. doi:10.1016/j.schres.2020.04.018

  51. Kluwe-Schiavon B, Kexel A, Manenti G, Cole DM, Baumgartner MR, Grassi-Oliveira R, Tobler PN, Quednow BB (2020) Sensitivity to gains during risky decision-making differentiates chronic cocaine users from stimulant-naïve controls. Behav Brain Res. 379:112386. doi:10.1016/j.bbr.2019.112386

  52. Soutschek A, Tobler PN (2020) Know your weaknesses: Sophisticated impulsiveness motivates voluntary self-restrictions. J Exp Psychol Learn Mem Cogn. Epub ahead of print. doi:10.1037/xlm0000833

  53. Soutschek A, Kozak R, de Martinis N, Howe W, Burke CJ, Fehr E, Jetter A, Tobler PN (2020) Activation of D1 receptors affects human reactivity and flexibility to valued cues. Neuropsychopharmacology. 45(5): 780-785. doi:10.1038/s41386-020-0617-z
     
  54. Soutschek A, Gvozdanovic G, Kozak R, Duvvuri S, de Martinis N, Harel B, Gray DL, Fehr E, Jetter A, Tobler PN (2020) Dopaminergic D1 receptor stimulation affects effort and risk preferences. Biological Psychiatry. 87(7): 678-685. doi:10.1016/j.biopsych.2019.09.002
     
  55. Wu Y, Liao J, Zilioli S, Wu Y, Deng H, Li H, Tobler PN (2019) Testosterone administration increases social discounting in healthy males. Psychoneuroendocrinology. 108:127-134. doi:10.1016/j.psyneuen.2019.06.013
     
  56. Saposnik G, Mamdani M, Montalban X, Terzaghi M, Silva B, Saladino ML, Tobler PN, Caceres F (2019) Traffic Lights Intervention Reduces Therapeutic Inertia: A Randomized Controlled Trial in Multiple Sclerosis Care. MDM Policy Pract. 21;4(1):2381468319855642. doi: 10.1177/2381468319855642.
     
  57. Saposnik G, Oh J, Terzaghi MA, Kostyrko P, Bakdache F, Montoya A, Jaja BNR, Nisenbaum R, Ruff CC, Tobler PN (2019) Emotional expressions associated with therapeutic inertia in multiple sclerosis care. Mult Scler Relat Disord. 34:17-28. doi: 10.1016/j.msard.2019.05.029
     
  58. Kirschner M, Cathomas F, Manoliu A, Habermeyer B, Simon JJ, Seifritz E, Tobler PN, Kaiser S (2019) Shared and dissociable features of apathy and reward system dysfunction in bipolar I disorder and schizophrenia. Psychol Med.  Apr 17:1-12. Epub ahead of print. doi:10.1017/S0033291719000801
     
  59. Lindström B, Golkar A, Jangard S, Tobler PN, Olsson A (2019) Social threat learning transfers to decision making in humans. Proc Natl Acad Sci USA. 116:4732-4737. doi:10.1073/pnas.1810180116
     
  60. Saposnik G, Mamdani M, Terzaghi M, Saladino ML, Silva B, Tobler PN, Caceres F (2018) The Role of Prescribing Generic (Non-proprietary) Drugs in the Prevalence of Therapeutic Inertia in Multiple Sclerosis Care. Front Neurol. 12;9:835. doi: 10.3389/fneur.2018.00835
     
  61. Hein G, Engelmann JB, Tobler PN (2018) Pain relief provided by an outgroup member enhances analgesia. Proc Biol Sci.285(1887). doi: 10.1098/rspb.2018.0501
     
  62. Schneider K, Michels L, Hartmann-Riemer MN, Burrer A, Tobler PN, Stämpfli P, Kirschner M, Seifritz E, Kaiser S (2018) Cerebral blood flow in striatal regions is associated with apathy in patients with schizophrenia. J Psychiatry Neursoci.43(6):170150. doi: 10.1503/jpn.170150
     
  63. Weber SC, Kahnt T, Quenow BB, Tobler PN (2018) Frontostriatal pathways gate processing of behaviorally relevant reward dimensions.PLoS Biol. 16(10):e2005722.doi: 10.1371/journal.pbio.2005722
     
  64. Lindström B, Tobler PN (2018) Incidental ostracism emerges from simple learning mechanisms. Nature Human Behavior in press.doi.org/10.1038/s41562-018-0355-y
     
  65. Holper L, Burke CJ, Fausch C, Seifritz E, Tobler PN (2018) Inequality signals in dorsolateral prefrontal cortex inform social preference models. Soc Cogn Affect Neurosci. Epub ahead of print. doi: 10.1093/scan/nsy020
     
  66. Fujiwara J, Usui N, Eifuku S, Iijima T, Taira M, Tsutsui KI, Tobler PN (2018) Ventrolateral prefrontal cortex updates chosen value according to choice set size. J Cogn Neurosci. 30(3):307-318. doi: 10.1162/jocn_a_01207
     
  67. Kirschner M, Hager OM, Muff L, Bischof M, Hartmann-Riemer MN, Kluge A, Habermeyer B, Seifritz E, Tobler PN, Kaiser S (2018) Ventral striatal dysfunction and symptom expression in individuals with schizotypal personality traits and early psychosis. Schizophrenia Bulletin. 13;44(1):147-157. doi: 10.1093/schbul/sbw142
     
  68. Burke CJ, Soutschek A, Weber S, Beharelle AR, Fehr E, Haker H, Tobler PN (2018) Dopamine receptor-specific contributions to the computation of value. Neuropsychopharmacology. 43(6):1415-1424 doi.org/10.1038/npp.2017.302
     
  69. Cueva C, Roberts RE, Spencer TJ, Rani N, Tempest M, Tobler PN, Herbert J, Rustichini A (2017) Testosterone administration does not affect men's rejections of low ultimatum game offers or aggressive mood. Hormones and Behavior 87: 1-7. doi:10.1016/j.yhbeh.2016.09.012
     
  70. Grimm O, Kaiser S, Plichta MM, Tobler PN (2017) Altered reward anticipation: Potential explanation for weight gain in schizophrenia? Neuroscience and Biobehavioral Reviews. 75: 91-103.  doi:10.1016/j.neubiorev.2017.01.029
     
  71. Hartmann-Riemer MN, Aschenbrenner S, Bossert M, Westermann C, Seifritz E, Tobler PN, Weisbrod M, Kaiser S (2017) Deficits in reinforcement learning but no link to apathy in patients with schizophrenia. Scientific Reports 7:40352.  doi:10.1038/srep40352
     
  72. Kahnt T, Tobler PN (2017) Dopamine modulates the functional organization of the orbitofrontal cortex. The Journal of Neuroscience 37(6): 1493-1504.  doi:10.1523/JNEUROSCI.2827-16.2016
     
  73. Saposnik G, Maurino J, Sempere AP, Ruff CC, Tobler PN (2017) Herding: A new phenomenon affecting medical decision-making in multiple sclerosis care? Lessons learned from DIScUTIR MS. Patient Preference and Adherence 11: 175-180.  doi:10.2147/PPA.S124192
     
  74. Saposnik G, Sempere AP, Prefasi D, Selchen D, Ruff CC, Maurino J, Tobler PN (2017) Decision making in multiple sclerosis: The role of aversion to ambiguity for therapeutic inertia among neurologists (DIScUTIR MS). Frontiers in Neurology 8:65. doi:10.3389/fneur.2017.00065
     
  75. Soutschek A, Ugazio G, Crockett MJ, Ruff CC, Kalenscher T, Tobler PN (2017) Binding oneself to the mast: Stimulating frontopolar cortex enhances precommitment. Social Cognitive and Affective Neuroscience. Advance online publication. doi:10.1093/scan/nsw176
     
  76. Burke CJ, Baddeley M, Tobler PN, Schultz W (2016) Partial adaptation of obtained and observed value signals preserves information about gains and losses. The Journal of Neuroscience 36(39): 10016-10025.  doi:10.1523/JNEUROSCI.0487-16.2016
     
  77. Burke CJ, Tobler PN (2016) Time, not size, matters for striatal reward predictions to dopamine. Neuron 91(1): 8-11.  doi:10.1016/j.neuron.2016.06.029.
     
  78. Dogan A, Morishima Y, Heise F, Tanner C, Gibson R, Wagner AF, Tobler PN (2016) Prefrontal connections express individual differences in intrinsic resistance to trading off honesty values against economic benefits. Scientific Reports 6:33263.  doi:10.1038/srep33263
     
  79. Hein G, Engelmann JB, Vollberg MC, Tobler PN (2016) How learning shapes the empathic brain. Proceedings of the National Academy of Sciences of the USA 113: 80-85. doi:10.1073/pnas.1514539112
     
  80. Kahnt T, Tobler PN (2016) Dopamine regulates stimulus generalization in the human hippocampus. Elife 5:e12678. doi:10.7554/eLife.12678
     
  81. Kirschner M, Hager OM, Bischof M, Hartmann-Riemer MN, Kluge A, Seifritz E, Tobler PN, Kaiser S (2016) Deficits in context-dependent adaptive coding of reward in schizophrenia. NPJ Schizophrenia 2:16020. doi:10.1038/npjschz.2016.20
     
  82. Kirschner M, Hager OM, Bischof M, Hartmann MN, Kluge A, Seifritz E, Tobler PN, Kaiser S (2016) Ventral striatal hypoactivation is associated with apathy but not diminished expression in patients with schizophrenia. Journal of Psychiatry and Neuroscience 41(3): 152-161. doi:10.1503/jpn.140383
     
  83. Kirschner M, Hager OM, Muff L, Bischof M, Hartmann-Riemer MN, Kluge A, Habermeyer B, Seifritz E, Tobler PN, Kaiser S (2016) Ventral striatal dysfunction and symptom expression in individuals with schizotypal personality traits and early psychosis. Schizophrenia Bulletin. Advance online publication. doi:10.1093/schbul/sbw142
     
  84. Luigjes J, Figee M, Tobler PN, van den Brink W, de Kwaasteniet B, van Wingen G, Denys D (2016) Doubt in the insula: Risk processing in obsessive-compulsive disorder. Frontiers in Human Neuroscience 10:283. doi:10.3389/fnhum.2016.00283
     
  85. Saga Y, Richard A, Sgambato-Faure V, Hoshi E, Tobler PN, Tremblay L (2016) Ventral pallidum encodes contextual information and controls aversive behaviors. Cerebral Cortex. Advance online publication. doi:10.1093/cercor/bhw107
     
  86. Saposnik G, Redelmeier D, Ruff CC, Tobler PN (2016) Cognitive biases associated with medical decisions: A systematic review. BMC Medical Informatics and Decision Making 16(1): 138. doi:10.1186/s12911-016-0377-1
     
  87. Soutschek A, Ruff CC, Strombach T, Kalenscher T, Tobler PN (2016) Brain stimulation reveals crucial role of overcoming self-centeredness in self-control. Science Advances 2(10):e1600992
    doi:10.1126/sciadv.1600992
     
  88. Tobler PN, Preller KH, Campbell-Meiklejohn DK, Kirschner M, Kraehenmann R, Stämpfli P, Herdener M, Seifritz E, Quednow BB (2016) Shared neural basis of social and non-social reward deficits in chronic cocaine users. Social Cognitive and Affective Neuroscience 11(6):1017-1025. doi:10.1093/scan/nsw030
     
  89. Weber SC, Beck-Schimmer B, Kajdi ME, Müller D, Tobler PN, Quednow BB (2016) Dopamine D2/3- and μ-opioid receptor antagonists reduce cue-induced responding and reward impulsivity in humans. Translational Psychiatry 6(7):e850. doi:10.1038/tp.2016.113
     
  90. Cueva C, Roberts RE, Spencer T, Rani N, Tempest M, Tobler PN, Herbert J, Rustichini A (2015) Cortisol and testosterone increase financial risk taking and may destabilize markets. Scientific Reports 5:11206. doi: 10.1038/srep11206
     
  91. Hager OM, Kirschner M, Bischof M, Hartmann-Riemer MN, Kluge A, Seifritz E, Tobler PN, Kaiser S (2015) Reward-dependent modulation of working memory is associated with negative symptoms in schizophrenia. Schizophrenia Research 168(1-2): 238-244. doi: 10.1016/j.schres.2015.08.024
     
  92. Hartmann MN, Hager OM, Reimann AV, Chumbley JR, Kirschner M, Seifritz E, Tobler PN, Kaiser S (2015) Apathy but not diminished expression in schizophrenia is associated with discounting of monetary rewards by physical effort. Schizophrenia Bulletin 41: 503-512. doi: 10.1093/schbul/sbu102
     
  93. Hartmann MN, Kluge A, Kalis A, Mojzisch A, Tobler PN, Kaiser S (2015) Apathy in schizophrenia as a deficit in the generation of options for action. Journal of Abnormal Psychology, 124: 309-318. doi: 10.1037/abn0000048
     
  94. Howard JD, Gottfried JA, Tobler PN, Kahnt T (2015) Identity-specific coding of future rewards in the human orbitofrontal cortex. Proceedings of the National Academy of Sciences of the USA 112: 5195-5200. doi: 10.1073/pnas.1503550112
     
  95. Ishii H, Ohara S, Tobler PN, Tsutsui K, Iijima T (2015) Dopaminergic and serotonergic modulation of anterior insular and orbitofrontal cortex function in risky decision making. Neuroscience Research 92: 53-61. doi: 10.1016/j.neures.2014.11.009
     
  96. Kahnt T, Weber SC, Haker H, Robbins TW, Tobler PN (2015) Dopamine D2-receptor blockade enhances decoding of prefrontal signals in humans. The Journal of Neuroscience 35: 4104-4111. doi: 10.1523/JNEUROSCI.4182-14.2015
     
  97. Kirschner M, Hager OM, Bischof M, Hartmann MN, Kluge A, Seifritz E, Tobler PN, Kaiser S (2015) Ventral striatal hypoactivation is associated with apathy but not diminished expression in patients with schizophrenia. Journal of Psychiatry and Neuroscience 40(5):140383. doi: 10.1503/jpn.140383
     
  98. Oyama K, Tateyama Y, Hernadi I, Tobler PN, Iijima T, Tsutsui KI (2015) Discrete coding of stimulus value, reward expectation, and reward prediction error in the dorsal striatum. Journal of Neurophysiology 114: 2600-2615. doi: 10.1152/jn.00097.2015
     
  99. Seid-Fatemi A, Tobler PN (2015) Efficient learning mechanisms hold in the social domain and are implemented in the medial prefrontal cortex. Social Cognitive and Affective Neuroscience 10: 735-743. doi: 10.1093/scan/nsu130
     
  100. Strombach T, Weber B, Hangebrauk Z, Kenning P, Karipidis II, Tobler PN, Kalenscher T (2015) Social discounting involves modulation of neural value signals by temporoparietal junction. Proceedings of the National Academy of Sciences of the USA 112: 1619-1624. doi: 10.1073/pnas.1414715112
     
  101. Sul S, Tobler PN, Hein G, Leiberg S, Jung D, Fehr E, Kim H (2015) Spatial gradient in value representation along the medial prefrontal cortex reflects individual differences in prosociality. Proceedings of the National Academy of Sciences of the USA 112(25): 7851-7856. doi: 10.1073/pnas.1423895112
     
  102. Burke CJ, Dreher JC, Seymour B, Tobler PN (2014) State-dependent value representation: Evidence from the striatum. Frontiers in Neuroscience 8:193. doi: 10.3389/fnins.2014.00193
     
  103. Chumbley JR, Burke CJ, Stephan KE, Friston KJ, Tobler PN, Fehr E (2014) Surprise beyond prediction error. Human Brain Mapping 35: 4805-4814. doi: 10.1002/hbm.22513
     
  104. Chumbley JR, Tobler PN, Fehr E (2014) Fatal attraction: Ventral striatum predicts costly choice errors in humans. Neuroimage 89: 1-9. doi: 10.1016/j.neuroimage.2013.11.039
     
  105. Holper L, Wolf M, Tobler PN (2014) Comparison of functional near-infrared spectroscopy and electrodermal activity in assessing objective versus subjective risk during risky financial decisions. Neuroimage 84: 833-842. doi: 10.1016/j.neuroimage.2013.09.047
     
  106. Kahnt T, Park SQ, Haynes JD, Tobler PN (2014) Disentangling neural representations of value and salience in the human brain. Proceedings of the National Academy of Sciences of the USA 111: 5000-5005. doi: 10.1073/pnas.1320189111
     
  107. Pikulina E, Renneboog L, Ter Horst J, Tobler PN (2014) Bonus schemes and trading activity. Journal of Corporate Finance 29: 369-389. doi: 10.1016/j.jcorpfin.2014.09.010
     
  108. Preller KH, Herdener M, Schilbach L, Stämpfli P, Hulka LM, Vonmoos M, Ingold N, Vogeley K, Tobler PN, Seifritz E, Quednow BB (2014) Functional changes of the reward system underlie blunted response to social gaze in cocaine users. Proceedings of the National Academy of Sciences of the USA 111: 2842-2847. doi: 10.1073/pnas.1317090111
     
  109. Burke CJ, Brünger C, Kahnt T, Park SQ, Tobler PN (2013) Neural integration of risk and effort costs by the frontal pole: Only upon request. The Journal of Neuroscience 33: 1706-1713. doi:10.1523/JNEUROSCI.3662-12.2013
     
  110. Crockett MJ, Braams BR, Clark L, Tobler PN, Robbins TW, Kalenscher T (2013) Restricting temptations: Neural mechanisms of precommitment. Neuron 79: 391-401. doi:10.1016/j.neuron.2013.05.028
     
  111. Fujiwara J, Usui N, Park SQ, Williams T, Iijima T, Taira M, Tsutsui KI, Tobler PN (2013) Value of freedom to choose encoded by the human brain. Journal of Neurophysiology 110: 1915-1929.http://www.ncbi.nlm.nih.gov/pubmed/23864380
     
  112. Hartmann MN, Hager OM, Tobler PN, Kaiser S (2013) Parabolic discounting of monetary rewards by physical effort. Behavioural Processes 100: 192-196. doi: 10.1016/j.beproc.2013.09.014
     
  113. Kahnt T, Tobler PN (2013) Salience signals in the right temporoparietal junction facilitate value-based decisions. The Journal of Neuroscience 33: 863-869. doi:10.1523/​JNEUROSCI.3531-12.2013
     
  114. Kaiser S, Simon JJ, Kalis A, Schweizer S, Tobler PN, Mojzisch A (2013) The cognitive and neural basis of option generation and subsequent choice. Cognitive, Affective & Behavioral Neuroscience 13: 814-829. doi:10.3758/s13415-013-0175-5
     
  115. Heinzelmann N*, Ugazio G*, Tobler PN (2012) Practical implications of empirically studying moral decision-making. Frontiers in Neuroscience 6:94. doi: 10.3389/fnins.2012.00094
     
  116. Ishii H, Ohara S, Tobler PN, Tsutsui K, Iijima T (2012) Inactivating anterior insular cortex reduces risk taking. The Journal of Neuroscience 32: 16031–16039. doi: 10.1523/JNEUROSCI.2278-12.2012
     
  117. Kahnt T, Park SQ, Burke CJ, Tobler PN (2012) How glitter relates to gold: Similarity-dependent reward prediction errors in the human striatum. The Journal of Neuroscience 32: 16521–16529. doi:10.1523/JNEUROSCI.2383-12.2012
     
  118. Miyapuram KP, Tobler PN, Gregorios-Pippas L, Schultz W (2012) BOLD responses in reward regions to hypothetical and imaginary monetary rewards. Neuroimage 59: 1692-1699.doi:10.1016/j.neuroimage.2011.09.029
     
  119. Vostroknutov A, Tobler PN, Rustichini A (2012) Causes of social reward differences encoded in human brain. Journal of Neurophysiology 107: 1403-1412. http://jn.physiology.org/content/107/5/1403
     
  120. Burke CJ, Tobler PN (2011) Coding of reward probability and risk by single neurons in animals. Frontiers in Neuroscience 5:121. doi:10.3389/fnins.2011.00121
     
  121. Burke CJ, Tobler PN (2011) Reward skewness coding in the insula independent of probability and loss. Journal of Neurophysiology 106: 2415-2422. http://www.ncbi.nlm.nih.gov/pubmed/21849610
     
  122. Schultz W, O'Neill M, Tobler PN, Kobayashi S (2011) Neuronal signals for reward risk in frontal cortex. Annals of the New York Academy of Sciences 1239: 109-117. doi:10.1111/j.1749-6632.2011.06256.x
     
  123. Burke CJ, Tobler PN, Baddeley M, Schultz W (2010) Neural mechanisms of observational learning. Proceedings of the National Academy of Sciences of the USA 107: 14431-14436. doi:10.1073/pnas.1003111107
     
  124. Burke CJ, Tobler PN, Schultz W, Baddeley M (2010) Striatal BOLD response reflects the impact of herd information on financial decisions. Frontiers in Human Neuroscience 4:48. doi:10.3389/fnhum.2010.00048
     
  125. Kalenscher T, Tobler PN, Huijbers W, Daselaar SM, Pennartz CM (2010) Neural signatures of intransitive preferences. Frontiers in Human Neuroscience 4:49. doi:/10.3389/fnhum.2010.00049
     
  126. Christopoulos GI, Tobler PN, Bossaerts P, Dolan RJ, Schultz W (2009) Neural correlates of value, risk, and risk aversion contributing to decision making under risk. The Journal of Neuroscience 29: 12574-12583. doi:10.1523/JNEUROSCI.2614-09.2009
     
  127. Düzel E, Bunzeck N, Guitart-Masip M, Wittmann B, Schott BH, Tobler PN (2009) Functional imaging of the human dopaminergic midbrain. Trends in Neurosciences 32: 321-328. doi:10.1016/j.tins.2009.02.005
     
  128. Fujiwara J, Tobler PN, Taira M, Iijima T, Tsutsui K (2009) A parametric relief signal in human ventrolateral prefrontal cortex. NeuroImage 44: 1163-1170. doi:10.1016/j.neuroimage.2008.09.050
     
  129. Fujiwara J, Tobler PN, Taira M, Iijima T, Tsutsui K (2009) Segregated and integrated coding of reward and punishment in the cingulate cortex. Journal of Neurophysiology 101: 3284-3293. doi:10.1152/jn.90909.2008
     
  130. Gregorios-Pippas L, Tobler PN, Schultz W (2009) Short-term temporal discounting of reward value in human ventral striatum. Journal of Neurophysiology 101: 1507-1523. doi:10.1152/jn.90730.2008
     
  131. Tobler PN, Christopoulos GI, O'Doherty JP, Dolan RJ, Schultz W (2009) Risk-dependent reward value signal in human prefrontal cortex. Proceedings of the National Academy of Sciences of the USA 106: 7185-7190. doi:10.1073/pnas.0809599106
     
  132. Fujiwara J, Tobler PN, Taira M, Iijima T, Tsutsui K (2008) Personality-dependent dissociation of absolute and relative loss processing in orbitofrontal cortex. The European Journal of Neuroscience 27: 1547-1552. doi:10.1111/j.1460-9568.2008.06096.x
     
  133. Schultz W, Preuschoff K, Camerer C, Hsu M, Fiorillo CD, Tobler PN, Bossaerts P (2008) Explicit neural signals reflecting reward uncertainty. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 363: 3801-3811. doi:10.1098/rstb.2008.0152
     
  134. Shea N, Krug K, Tobler PN (2008) Conceptual representations in goal-directed decision making. Cognitive, Affective & Behavioral Neuroscience 8: 418-428. doi:10.3758/CABN.8.4.418
     
  135. Tobler PN, Christopoulos GI, O'Doherty JP, Dolan RJ, Schultz W (2008) Neuronal distortions of reward probability without choice. The Journal of Neuroscience 28: 11703-11711. doi:10.1523/JNEUROSCI.2870-08.2008
     
  136. Tobler PN, Kalis A, Kalenscher T (2008) The role of moral utility in decision making: an interdisciplinary framework. Cognitive, Affective & Behavioral Neuroscience 8: 390-401. doi:10.3758/CABN.8.4.390
     
  137. Tobler PN, Fletcher PC, Bullmore ET, Schultz W (2007) Learning-related human brain activations reflecting individual finances. Neuron 54: 167-175. doi:10.1016/j.neuron.2007.03.004
     
  138. Tobler PN, Kalenscher T (2007) Awfully afraid? Dissociating decision- from motor- and sensory-related brain activation during perceptual choices. The Journal of Neuroscience 27: 6081-6082. doi:10.1523/JNEUROSCI.1478-07.2007
     
  139. Tobler PN, O'Doherty JP, Dolan RJ, Schultz W (2007) Reward value coding distinct from risk attitude-related uncertainty coding in human reward systems. Journal of Neurophysiology 97: 1621-32. doi:10.1152/jn.00745.2006
     
  140. Tobler PN, O'Doherty JP, Dolan RJ, Schultz W (2006) Human neural learning depends on reward prediction errors in the blocking paradigm. Journal of Neurophysiology 95: 301-310. doi:10.1152/jn.00762.2005
     
  141. Fiorillo CD, Tobler PN, Schultz W (2005) Evidence that the delay-period activity of dopamine neurons corresponds to reward uncertainty rather than backpropagating TD errors. Behavioral and Brain Functions 1: 7. doi:10.1186/1744-9081-1-7
     
  142. Tobler PN, Fiorillo CD, Schultz W (2005) Adaptive coding of reward value by dopamine neurons. Science 307: 1642-1645. doi:10.1126/science.1105370
     
  143. Fiorillo CD, Tobler PN, Schultz W (2003) Discrete coding of reward probability and uncertainty by dopamine neurons. Science 299: 1898-1902. doi:10.1126/science.1077349
     
  144. Tobler PN, Dickinson A, Schultz W (2003) Coding of predicted reward omission by dopamine neurons in a conditioned inhibition paradigm. The Journal of Neuroscience 23: 10402-10410. Article
     
  145. Tobler PN, Müri RM (2002) Role of human frontal and supplementary eye fields in double step saccades. Neuroreport 13: 253-255. doi:10.1097/00001756-200202110-00016
     
  146. Tobler PN, Felblinger J, Bürki M, Nirkko AC, Ozdoba C, Müri RM (2001) Functional organisation of the saccadic reference system processing extraretinal signals in humans. Vision Research 41: 1351-1358. doi:10.1016/S0042-6989(00)00316-3
     

    Contributions to books

  1. Kahnt T, Tobler PN (2017) Reward, value, and salience. In: JC Dreher, L Tremblay (eds.) Decision neuroscience: An integrative approach (pp. 109-120). Amsterdam: Elsevier. doi: 10.1016/B978-0-12-805308-9.00009-9
     
  2. Huys QJM, Tobler PN, Hasler G, Flagel SB (2014) The role of learning-related dopamine signals in addiction vulnerability. Progress in Brain Research 211: 31-77. doi: 10.1016/B978-0-444-63425-2.00003-9
     
  3. Daw ND, Tobler PN (2013) Value learning through reinforcement: The basics of dopamine and reinforcement learning. In PW Glimcher & E Fehr (eds.), Neuroeconomics: Decision making and the brain (2nd ed), Amsterdam: Elsevier, 283-298. doi: 10.1016/B978-0-12-416008-8.00015-2
     
  4. Tobler PN, Weber EU (2013) Valuation for risky and uncertain choices. In PW Glimcher & E Fehr (eds.), Neuroeconomics: Decision making and the brain (2nd ed), Amsterdam: Elsevier, 149-172. doi: 10.1016/B978-0-12-416008-8.00009-7
     
  5. Zandstra E H, Miyapuram KP, Tobler PN (2013) Understanding consumer decisions using behavioral economics. Progress in Brain Research 202: 197-211. doi: 10.1016/B978-0-444-62604-2.00012-5
     
  6. Kennerley SW, Tobler PN (2012) Decision-making in frontal cortex: From single-units to fMRI. In R Mars, J Sallet, M Rushworth & N Yeung (eds.), Neural basis of motivational and cognitive control, Cambridge: MIT Press, 75-94. http://mitpress.mit.edu/books/neural-basis-motivational-and-cognitive-control
     

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