Altered activation in association with reward-related trial-and-error learning in patients with schizophrenia
Abstract
In patients with schizophrenia, the ability to learn from reinforcement is known to be impaired. The present fMRI study aimed at investigating the neural correlates of reinforcement-related trial-and-error learning in 19 schizophrenia patients and 20 healthy volunteers. A modified gambling paradigm was applied where each cue indicated a subsequent number which had to be guessed. In order to vary predictability, the cue-number associations were based on different probabilities (50%, 81%, 100%) which the participants were not informed about. Patients' ability to learn contingencies on the basis of feedback and reward was significantly impaired. While in healthy volunteers increasing predictability was associated with decreasing activation in a fronto-parietal network, this decrease was not detectable in patients. Analysis of expectancy-related reinforcement processing yielded a hypoactivation in putamen, dorsal cingulate and superior frontal cortex in patients relative to controls. Present results indicate that both reinforcement-associated processing and reinforcement learning might be impaired in the context of the disorder. They moreover suggest that the activation deficits which patients exhibit in association with the processing of reinforcement might constitute the basis for the learning deficits and their accompanying activation alterations.
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Behavioral studies report that sensitivity to reward is intact in schizophrenia, but deficits are evident in rapid reward learning on trial-to-trial feedback, such as reversal learning, and in reward-related decision-making.
“Behavioral studies of reward learning have reported that sensitivity to reward is intact in schizophrenia, but deficits are evident in rapid reward learning on the basis of trial-to-trial feedback, such as reversal learning, and in reward-related decision-making [406,409-413].”
From Reward circuitry dysfunction in psychiatric and neurodevelopmental disorders and genetic syndromes: animal models and clinical findings (2012) · cites this paper as [411]
Cites
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. G. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.1998.712192 · Cited by 27,225 · see citing works
Reinforcement Learning: An Introduction
Sutton, R. S., & Barto, A. (2005) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2004.842673 · Cited by 25,263 · see citing works
The Positive and Negative Syndrome Scale (PANSS) for schizophrenia.
Kay, S. R., Fiszbein, A., & Opler, L. A. (1987) · Schizophrenia Bulletin · doi:10.1093/schbul/13.2.261 · Cited by 21,378 · see citing works
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
Dayan, P., & Abbott, L. F. (2001) · Cited by 3,153 · see citing works
Getting formal with dopamine and reward
Schultz, W. (2002) · Neuron · doi:10.1016/s0896-6273(02)00967-4 · Cited by 2,574 · see citing works
Discrete coding of reward probability and uncertainty by dopamine neurons
Fiorillo, C. D., Tobler, P. N., & Schultz, W. (2003) · Science · doi:10.1126/science.1077349 · Cited by 2,085 · see citing works
Chlorpromazine Equivalent Doses for the Newer Atypical Antipsychotics
Woods, S. W. (2003) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v64n0607 · Cited by 2,056 · see citing works
Neuroimaging studies of working memory:
Wager, T. D., & Smith, E. E. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.4.255 · Cited by 1,889 · see citing works
Behavioral Theories and the Neurophysiology of Reward
Schultz, W. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070229 · Cited by 1,637 · see citing works
Temporal difference models and reward-related learning in the human brain
O'Doherty, J. P., Dayan, P., Friston, K., Critchley, H., & Dolan, R. J. (2003) · Neuron · doi:10.1016/s0896-6273(03)00169-7 · Cited by 1,522 · see citing works
Jeurgen, K., Assheuer, J., & Paxinos, G. (1997) · Medical Entomology and Zoology · Cited by 1,416 · see citing works
Multiple reward signals in the brain
Schultz, W. (2000) · Nature Reviews Neuroscience · doi:10.1038/35044563 · Cited by 1,303 · see citing works
Schultz, W., Apicella, P., & Ljungberg, T. (1993) · The Journal of Neuroscience · doi:10.1523/jneurosci.13-03-00900.1993 · Cited by 1,291 · see citing works
The anterior cingulate as a conflict monitor: fMRI and ERP studies
VANVEEN, V, & CARTER, C. (2002) · Physiology & Behavior · doi:10.1016/s0031-9384(02)00930-7 · Cited by 1,258 · see citing works
Lateral prefrontal cortex: architectonic and functional organization
Petrides, M. (2005) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2005.1631 · Cited by 1,212 · see citing works
The problem of functional localization in the human brain
Brett, M., Johnsrude, I. S., & Owen, A. M. (2002) · Nature reviews. Neuroscience · doi:10.1038/nrn756 · Cited by 1,154 · see citing works
Interactive memory systems in the human brain
Poldrack, R. A., Clark, J., Paré-Blagoev, E. J., Shohamy, D., Creso Moyano, J., Myers, C., & Gluck, M. A. (2001) · Nature · doi:10.1038/35107080 · Cited by 1,132 · see citing works
The problem of functional localization in the human brain
Morgan, T. (2002) · Cited by 968 · see citing works
Temporal Prediction Errors in a Passive Learning Task Activate Human Striatum
McClure, S. M., Berns, G. S., & Montague, P. R. (2003) · Neuron · doi:10.1016/s0896-6273(03)00154-5 · Cited by 917 · see citing works
Physiological Dysfunction of the Dorsolateral Prefrontal Cortex in Schizophrenia Revisited
Callicott, J. H. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.11.1078 · Cited by 810 · see citing works
Prefrontal Dopamine D<sub>1</sub>Receptors and Working Memory in Schizophrenia
Abi-Dargham, A., Mawlawi, O., Lombardo, I., Gil, R., Martinez, D., Huang, Y., Hwang, D.-R., Keilp, J., Kochan, L., Van Heertum, R., et al. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-09-03708.2002 · Cited by 724 · see citing works
Manoach, D. S. (2003) · Schizophrenia Research · doi:10.1016/s0920-9964(02)00294-3 · Cited by 681 · see citing works
The Binomial Distribution of Right, Mixed and Left Handedness
Annett, M. (1967) · Quarterly Journal of Experimental Psychology · doi:10.1080/14640746708400109 · Cited by 630 · see citing works
Targeting the dopamine D1 receptor in schizophrenia: insights for cognitive dysfunction
Goldman-Rakic, P., Castner, S., Svensson, T., Siever, L., & Williams, G. (2004) · Psychopharmacology · doi:10.1007/s00213-004-1793-y · Cited by 544 · see citing works
Substantia nigra/ventral tegmental reward prediction error disruption in psychosis
Murray, G. K., Corlett, P. R., Clark, L., Pessiglione, M., Blackwell, A. D., Honey, G., Jones, P. B., Bullmore, E. T., Robbins, T. W., & Fletcher, P. C. (2008) · Molecular Psychiatry · doi:10.1038/sj.mp.4002058 · Cited by 532 · see citing works
Reward Processing in Schizophrenia: A Deficit in the Representation of Value
Gold, J. M., Waltz, J. A., Prentice, K. J., Morris, S. E., & Heerey, E. A. (2008) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn068 · Cited by 521 · see citing works
Activity in human ventral striatum locked to errors of reward prediction
Pagnoni, G., Zink, C. F., Montague, P. R., & Berns, G. S. (2002) · Nature Neuroscience · doi:10.1038/nn802 · Cited by 451 · see citing works
Haruno, M., & Kawato, M. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00382.2005 · Cited by 433 · see citing works
Striatal activation during acquisition of a cognitive skill.
Poldrack, R. A., Prabhakaran, V., Seger, C. A., & Gabrieli, J. D. E. (1999) · Neuropsychology · doi:10.1037//0894-4105.13.4.564 · Cited by 428 · see citing works
Striatal activation during acquisition of a cognitive skill.
Poldrack, R. A., Prabhakaran, V., Seger, C. A., & Gabrieli, J. D. E. (1999) · Neuropsychology · doi:10.1037/0894-4105.13.4.564 · Cited by 428 · see citing works
Rogers, R. D., Ramnani, N., Mackay, C. E., Wilson, J. L., Jezzard, P., Carter, C. S., & Smith, S. M. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.11.012 · Cited by 399 · see citing works
Prediction error as a linear function of reward probability is coded in human nucleus accumbens
Abler, B., Walter, H., Erk, S., Kammerer, H., & Spitzer, M. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.001 · Cited by 376 · see citing works
Do we still believe in the dopamine hypothesis? New data bring new evidence.
Abi-Dargham, A. (2004) · International Journal of Neuropsychopharmacology · doi:10.1017/s1461145704004110 · Cited by 373 · see citing works
Dialogues on prediction errors
Niv, Y., & Schoenbaum, G. M. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.03.006 · Cited by 355 · see citing works
Schultz, W., & Romo, R. (1990) · Journal of Neurophysiology · doi:10.1152/jn.1990.63.3.607 · Cited by 334 · see citing works
Waltz, J. A., Frank, M. J., Robinson, B. M., & Gold, J. M. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.09.042 · Cited by 326 · see citing works
Juckel, G., Schlagenhauf, F., Koslowski, M., Filonov, D., Wüstenberg, T., Villringer, A., Knutson, B., Kienast, T., Gallinat, J., Wrase, J., et al. (2006) · Psychopharmacology · doi:10.1007/s00213-006-0405-4 · Cited by 323 · see citing works
Predicting events of varying probability: uncertainty investigated by fMRI
Volz, K. G., Schubotz, R. I., & von Cramon, D. Y. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00122-8 · Cited by 214 · see citing works
Human neural learning depends on reward prediction errors in the blocking paradigm.
Tobler, P. N., O’Doherty, J. P., Dolan, R. J., & Schultz, W. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00762.2005 · Cited by 209 · see citing works
Differential Effect of Reward and Punishment on Procedural Learning
Wächter, T., Lungu, O., Liu, T., Willingham, D. T., & Ashe, J. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.4132-08.2009 · Cited by 204 · see citing works
Reward system activation in schizophrenic patients switched from typical neuroleptics to olanzapine
Schlagenhauf, F., Juckel, G., Koslowski, M., Kahnt, T., Knutson, B., Dembler, T., Kienast, T., Gallinat, J., Wrase, J., & Heinz, A. (2008) · Psychopharmacology · doi:10.1007/s00213-007-1016-4 · Cited by 204 · see citing works
Decision-Making Impairments in the Context of Intact Reward Sensitivity in Schizophrenia
Heerey, E. A., Bell-Warren, K. R., & Gold, J. M. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.02.015 · Cited by 197 · see citing works
Getting connected in the dopamine system
VANDENHEUVEL, D., & Pasterkamp, R. J. (2008) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2008.01.003 · Cited by 187 · see citing works
Waltz, J. A., Schweitzer, J. B., Gold, J. M., Kurup, P. K., Ross, T. J., Jo Salmeron, B., Rose, E. J., McClure, S. M., & Stein, E. A. (2009) · Neuropsychopharmacology · doi:10.1038/npp.2008.214 · Cited by 186 · see citing works
Chlorpromazine equivalents: a consensus of opinion for both clinical and research applications
Atkins, M., Burgess, A., Bottomley, C., & Riccio, M. (1997) · Psychiatric Bulletin · doi:10.1192/pb.21.4.224 · Cited by 170 · see citing works
Task-induced deactivation of midline cortical regions in schizophrenia assessed with fMRI
Harrison, B. J., Yücel, M., Pujol, J., & Pantelis, C. (2007) · Schizophrenia Research · doi:10.1016/j.schres.2006.12.027 · Cited by 166 · see citing works
Neural correlates of frustration
Abler, B., Walter, H., & Erk, S. (2005) · Neuroreport · doi:10.1097/00001756-200505120-00003 · Cited by 164 · see citing works
Structured Clinical Interview for DSM-IV (SCID)
Glasofer, D. R., Brown, A. J., & Riegel, M. (2017) · Springer eBooks · doi:10.1007/978-981-287-104-6_80 · Cited by 150 · see citing works
New insights on the subcortical representation of reward
Hikosaka, O., Bromberg-Martin, E. S., Hong, S., & Matsumoto, M. (2008) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.07.002 · Cited by 141 · see citing works
Shepard, D. S., Holcomb, H. H., & Gold, J. M. (2005) · Schizophrenia Bulletin · doi:10.1093/schbul/sbj083 · Cited by 140 · see citing works
Mannell, M. V., Franco, A. R., Calhoun, V. D., Cañive, J. M., Thoma, R. J., & Mayer, A. R. (2009) · Human Brain Mapping · doi:10.1002/hbm.20876 · Cited by 139 · see citing works
Functional effects of antipsychotic drugs: comparing clozapine with haloperidol
Lahti, A. C., Holcomb, H. H., Weiler, M. A., Medoff, D. R., & Tamminga, C. A. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01602-5 · Cited by 134 · see citing works
Morris, S. E., Heerey, E. A., Gold, J. M., & Holroyd, C. B. (2007) · Schizophrenia Research · doi:10.1016/j.schres.2007.08.027 · Cited by 111 · see citing works
Weickert, T. W., Terrazas, A., Bigelow, L. B., Malley, J. D., Hyde, T. M., Egan, M. F., Weinberger, D. R., & Goldberg, T. E. (2002) · Learning & Memory · doi:10.1101/lm.49102 · Cited by 110 · see citing works
The role of dopamine for the pathophysiology of schizophrenia
Meisenzahl, E., Schmitt, G., Scheuerecker, J., & Möller, H. (2007) · International Review of Psychiatry · doi:10.1080/09540260701502468 · Cited by 103 · see citing works
The Influence of Antipsychotic Treatment on Brain Reward System Reactivity in Schizophrenia Patients
Kirsch, P., Ronshausen, S., Mier, D., & Gallhofer, B. (2007) · Pharmacopsychiatry · doi:10.1055/s-2007-984463 · Cited by 95 · see citing works
Progressive Deformation of Deep Brain Nuclei and Hippocampal-Amygdala Formation in Schizophrenia
Wang, L., Mamah, D. T., Harms, M. P., Karnik, M. S., Price, J. L., Gado, M. H., Thompson, P. A., Barch, D. M., Miller, M. I., & Csernansky, J. G. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.08.007 · Cited by 89 · see citing works
Neural Correlates of Probabilistic Category Learning in Patients with Schizophrenia
Weickert, T. W., Goldberg, T. E., Callicott, J. H., Chen, Q., Apud, J. A., Das, S., Zoltick, B. J., Egan, M. F., Meeter, M., Myers, C. E., et al. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.4341-08.2009 · Cited by 78 · see citing works
Koch, K., Wagner, G., von Consbruch, K., Nenadić, I., Schultz, C. C., Ehle, C., Reichenbach, J. R., Sauer, H., & Schlösser, R. G. M. (2006) · Brain Research · doi:10.1016/j.brainres.2006.06.003 · Cited by 72 · see citing works
Self-citationZysset, S., Wendt, C. S., Volz, K. G., Neumann, J., Huber, O., & von Cramon, D. Y. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.017 · Cited by 72 · see citing works
Lahti, A. C., Weiler, M. A., Medoff, D. R., Tamminga, C. A., & Holcomb, H. H. (2005) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2005.02.006 · Cited by 65 · see citing works
Premkumar, P., Fannon, D. G., Kuipers, E., Simmons, A., Frangou, S., & Kumari, V. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.01.022 · Cited by 64 · see citing works
The influence of feedback valence in associative learning
Bischoff‐Grethe, A., Hazeltine, E., Bergren, L. J., Ivry, R. B., & Grafton, S. T. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.08.038 · Cited by 62 · see citing works
Tamagaki, C., Sedvall, G. C., Jönsson, E. G., Okugawa, G., Hall, H., Pauli, S., & Agartz, I. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.12.2315 · Cited by 55 · see citing works
Organization of midbrain dopamine systems and the pathophysiology of Parkinson's disease
Moore, R. Y. (2003) · Parkinsonism & Related Disorders · doi:10.1016/s1353-8020(03)00063-4 · Cited by 50 · see citing works
Kéri, S., Juhász, A., Rimanóczy, Á., et al. (2005) · Behavioral Neuroscience · doi:10.1037/0735-7044.119.3.687 · Cited by 49 · see citing works
Meisenzahl, E., Schmitt, G., Gründer, G., Dresel, S. H. J., Frodl, T., la Fougère, C. J., Scheuerecker, J., Schwarz, M., Boerner, R. J., Stauss, J., et al. (2008) · Pharmacopsychiatry · doi:10.1055/s-2008-1076727 · Cited by 49 · see citing works
Schlösser, R. G. M., Nenadić, I., Wagner, G., Zysset, S., Koch, K., & Sauer, H. (2009) · Synapse · doi:10.1002/syn.20621 · Cited by 44 · see citing works
Self-citationKoch, K., Schachtzabel, C., Wagner, G., Reichenbach, J. R., Sauer, H., & Schlösser, R. G. M. (2008) · Learning & Memory · doi:10.1101/lm.1106408 · Cited by 41 · see citing works
Self-citationTemporal modeling demonstrates preserved overlearning processes in schizophrenia: An fMRI study
Koch, K., Wagner, G., Nenadić, I., Schachtzabel, C., Roebel, M., Schultz, C. C., Axer, M., Reichenbach, J. R., Sauer, H., & Schlösser, R. G. M. (2007) · Neuroscience · doi:10.1016/j.neuroscience.2007.03.021 · Cited by 33 · see citing works
Self-citationMagno, E., Simões‐Franklin, C., Robertson, I. H., & Garavan, H. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.21169 · Cited by 19 · see citing works
Ino, T., Nakai, R., Azuma, T., Kimura, T., & Fukuyama, H. (2009) · Cortex · doi:10.1016/j.cortex.2009.02.022 · Cited by 16 · see citing works
How schizophrenia and depression disrupt reward circuitry
Holcomb, H., & Rowland, L. (2007) · Current Treatment Options in Neurology · doi:10.1007/s11940-007-0021-6 · Cited by 8 · see citing works
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Expected value and prediction error abnormalities in depression and schizophrenia
Gradin, V. B., Kumar, P., Waiter, G., Ahearn, T., Stickle, C., Milders, M., Reid, I., Hall, J., & Steele, J. D. (2011) · Brain · doi:10.1093/brain/awr059 · Cited by 485 · see citing works
Dichter, G. S., Damiano, C. A., & Allen, J. A. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-19 · Cited by 299 · see citing works
Striatal dysfunction during reversal learning in unmedicated schizophrenia patients
Schlagenhauf, F., Huys, Q. J. M., Deserno, L., Rapp, M. A., Beck, A., Heinze, H.-J., Dolan, R., & Heinz, A. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.11.034 · Cited by 253 · see citing works
Dopaminergic basis of salience dysregulation in psychosis
Winton-Brown, T. T., Fusar-Poli, P., Ungless, M. A., & Howes, O. D. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2013.11.003 · Cited by 231 · see citing works
Barch, D. M., Pagliaccio, D., & Luking, K. (2015) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2015_376 · Cited by 218 · see citing works
Hartmann, M. N., Hager, O. M., Reimann, A. V., Chumbley, J. R., Kirschner, M., Seifritz, E., Tobler, P. N., & Kaiser, S. (2015) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu102 · Cited by 200 · see citing works
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Waltz, J. A., Schweitzer, J. B., Ross, T. J., Kurup, P. K., Salmeron, B. J., Rose, E. J., Gold, J. M., & Stein, E. A. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2010.126 · Cited by 151 · see citing works
Disambiguating ventral striatum fMRI-related bold signal during reward prediction in schizophrenia
Morris, R. W., Vercammen, A., Lenroot, R., Moore, L., Langton, J. M., Short, B., Kulkarni, J., Curtis, J., O'Donnell, M., Weickert, C. S., et al. (2012) · Molecular Psychiatry · doi:10.1038/mp.2011.75 · Cited by 149 · see citing works
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Zhang, B., Lin, P., Shi, H., Öngür, D., Auerbach, R. P., Wang, X., Yao, S., & Wang, X. (2016) · Brain Imaging and Behavior · doi:10.1007/s11682-015-9457-6 · Cited by 152 · see citing works
Waltz, J. A., Frank, M. J., Wiecki, T. V., & Gold, J. M. (2011) · Neuropsychology · doi:10.1037/a0020882 · Cited by 132 · see citing works
Ermakova, A. O., Knolle, F., Justicia, A., Bullmore, E. T., Jones, P. B., Robbins, T. W., Fletcher, P. C., & Murray, G. K. (2018) · Neuropsychopharmacology · doi:10.1038/s41386-018-0056-2 · Cited by 91 · see citing works
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Gradin, V. B., Waiter, G., O'Connor, A., Romaniuk, L., Stickle, C., Matthews, K., Hall, J., & Douglas Steele, J. (2013) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2012.06.003 · Cited by 82 · see citing works
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- Authors
- Koch, K., Schachtzabel, C., Wagner, G., Schikora, J., Schultz, C., Reichenbach, J. R., Sauer, H., & Schlösser, R. G. M.
- Affiliations
- Friedrich Schiller University Jena (DE)
- Corresponding author
- Koch, Kathrin
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2010-03
- Volume
- 50
- Issue
- 1
- Pages
- 223-232
- ISSN
- 1053-8119 (ISSN-L)
- OpenAlex
- W1992545390
- Cited by
- 101
- References
- 73
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 2 · 2023: 4 · 2022: 5 · 2021: 8 · 2020: 5 · 2019: 3 · 2018: 8 · 2017: 4 · 2016: 8 · 2015: 15 · 2014: 8 · 2013: 7 · 2012: 6
- FWCI
- 3.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Funders
- German Research Foundation (Deutsche Forschungsgemeinschaft (KO 3744/1-1)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- schizophrenia, reinforcement learning, trial-and-error learning, reward processing, contingency learning, predictability, putamen, frontoparietal network, neural correlates, learning deficits
- MeSH terms
- Adult, Algorithms, Brain, Brain Mapping, Cues, Female, Gambling, Humans, Learning, Magnetic Resonance Imaging, Male, Neural Pathways, Probability, Reward, Schizophrenia, Feedback, Psychological
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