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Christoph Mathys, Ph.D. - Publications

Affiliations: 
2017- Neuroscience Scuola Internazionale Superiore di Studi Avanzati, Trieste, TS, Italy 
Area:
systems neuroscience, predictive coding, disorders of the mind
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59 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Everett JAC, Colombatto C, Awad E, Boggio P, Bos B, Brady WJ, Chawla M, Chituc V, Chung D, Drupp MA, Goel S, Grosskopf B, Hjorth F, Ji A, Kealoha C, ... ... Mathys C, et al. Moral dilemmas and trust in leaders during a global health crisis. Nature Human Behaviour. PMID 34211151 DOI: 10.1038/s41562-021-01156-y  0.553
2021 Kirsch LP, Mathys C, Papadaki C, Talelli P, Friston K, Moro V, Fotopoulou A. Updating beliefs beyond the here-and-now: the counter-factual self in anosognosia for hemiplegia. Brain Communications. 3: fcab098. PMID 34151264 DOI: 10.1093/braincomms/fcab098  0.515
2021 Frässle S, Aponte EA, Bollmann S, Brodersen KH, Do CT, Harrison OK, Harrison SJ, Heinzle J, Iglesias S, Kasper L, Lomakina EI, Mathys C, Müller-Schrader M, Pereira I, Petzschner FH, et al. TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry. Frontiers in Psychiatry. 12: 680811. PMID 34149484 DOI: 10.3389/fpsyt.2021.680811  0.606
2020 Iglesias S, Kasper L, Harrison SJ, Manka R, Mathys C, Stephan KE. Cholinergic and dopaminergic effects on prediction error and uncertainty responses during sensory associative learning. Neuroimage. 117590. PMID 33285332 DOI: 10.1016/j.neuroimage.2020.117590  0.66
2020 Henco L, Diaconescu AO, Lahnakoski JM, Brandi ML, Hörmann S, Hennings J, Hasan A, Papazova I, Strube W, Bolis D, Schilbach L, Mathys C. Aberrant computational mechanisms of social learning and decision-making in schizophrenia and borderline personality disorder. Plos Computational Biology. 16: e1008162. PMID 32997653 DOI: 10.1371/journal.pcbi.1008162  0.674
2020 Diaconescu AO, Stecy M, Kasper L, Burke CJ, Nagy Z, Mathys C, Tobler PN. Neural arbitration between social and individual learning systems. Elife. 9. PMID 32779568 DOI: 10.7554/Elife.54051  0.727
2020 Diaconescu AO, Wellstein KV, Kasper L, Mathys C, Stephan KE. Hierarchical Bayesian models of social inference for probing persecutory delusional ideation. Journal of Abnormal Psychology. 129: 556-569. PMID 32757600 DOI: 10.1037/Abn0000500  0.782
2020 Henco L, Brandi ML, Lahnakoski JM, Diaconescu AO, Mathys C, Schilbach L. Bayesian modelling captures inter-individual differences in social belief computations in the putamen and insula. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. PMID 32571519 DOI: 10.1016/J.Cortex.2020.02.024  0.743
2020 Weber LA, Diaconescu AO, Mathys C, Schmidt A, Kometer M, Vollenweider F, Stephan KE. Ketamine Affects Prediction Errors about Statistical Regularities: A Computational Single-Trial Analysis of the Mismatch Negativity. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32561673 DOI: 10.1523/Jneurosci.3069-19.2020  0.777
2020 Reed EJ, Uddenberg S, Suthaharan P, Mathys CD, Taylor JR, Groman SM, Corlett PR. Paranoia as a deficit in non-social belief updating. Elife. 9. PMID 32452769 DOI: 10.7554/eLife.56345  0.325
2020 Cole DM, Diaconescu AO, Pfeiffer UJ, Brodersen KH, Mathys CD, Julkowski D, Ruhrmann S, Schilbach L, Tittgemeyer M, Vogeley K, Stephan KE. Atypical processing of uncertainty in individuals at risk for psychosis. Neuroimage. Clinical. 26: 102239. PMID 32182575 DOI: 10.1016/J.Nicl.2020.102239  0.79
2020 Adams RA, Moutoussis M, Nour MM, Dahoun T, Lewis D, Illingworth B, Veronese M, Mathys C, de Boer L, Guitart-Masip M, Friston KJ, Howes OD, Roiser JP. Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models. Cerebral Cortex (New York, N.Y. : 1991). PMID 32083297 DOI: 10.1093/Cercor/Bhz327  0.738
2020 Diaconescu AO, Stecy M, Kasper L, Burke CJ, Nagy Z, Mathys C, Tobler PN. Author response: Neural arbitration between social and individual learning systems Elife. DOI: 10.7554/Elife.54051.Sa2  0.691
2020 Wellstein K, Diaconescu A, Mathys C, Bischof M, Rüesch A, Paolini G, Aponte EA, Kasper L, Ullrich J, Enno Stephan K. T64. LINKING SUBCLINICAL PERSECUTORY IDEATION TO INFLEXIBLE SOCIAL INFERENCE UNDER UNCERTAINTY Schizophrenia Bulletin. 46: S255-S256. DOI: 10.1093/Schbul/Sbaa029.624  0.707
2019 Deserno L, Boehme R, Mathys C, Katthagen T, Kaminski J, Stephan KE, Heinz A, Schlagenhauf F. Volatility Estimates Increase Choice Switching and Relate to Prefrontal Activity in Schizophrenia. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 31937449 DOI: 10.1016/J.Bpsc.2019.10.007  0.668
2019 Paliwal S, Mosley PE, Breakspear M, Coyne T, Silburn P, Aponte E, Mathys C, Stephan KE. Subjective estimates of uncertainty during gambling and impulsivity after subthalamic deep brain stimulation for Parkinson's disease. Scientific Reports. 9: 14795. PMID 31616015 DOI: 10.1038/S41598-019-51164-2  0.674
2019 Rigoli F, Mathys C, Friston KJ, Dolan RJ. Correction: A unifying Bayesian account of contextual effects in value-based choice. Plos Computational Biology. 15: e1007366. PMID 31577793 DOI: 10.1371/Journal.Pcbi.1007366  0.578
2019 Iglesias S, Mathys C, Brodersen KH, Kasper L, Piccirelli M, den Ouden HEM, Stephan KE. Hierarchical Prediction Errors in Midbrain and Basal Forebrain during Sensory Learning. Neuron. 101: 1196-1201. PMID 30897360 DOI: 10.1016/J.Neuron.2019.03.001  0.694
2019 Iglesias S, Mathys C, Brodersen KH, Kasper L, Piccirelli M, den Ouden HEM, Stephan KE. Editorial Note to: Hierarchical Prediction Errors in Midbrain and Basal Forebrain during Sensory Learning. Neuron. 101: 1195. PMID 30897359 DOI: 10.1016/J.Neuron.2019.03.002  0.625
2019 Powers A, Mathys C, Corlett P. 29.1 COMPUTATIONAL MODELING OF PERCEPTION AND BEHAVIOR REVEALS HIDDEN INSIGHTS INTO MECHANISMS OF PSYCHOTIC SYMPTOMS Schizophrenia Bulletin. 45: S136-S136. DOI: 10.1093/Schbul/Sbz022.117  0.317
2018 Siegel JZ, Mathys C, Rutledge RB, Crockett MJ. Beliefs about bad people are volatile. Nature Human Behaviour. 2: 750-756. PMID 31406285 DOI: 10.1038/S41562-018-0425-1  0.649
2018 Adams RA, Napier G, Roiser JP, Mathys C, Gilleen J. Attractor-like dynamics in belief updating in schizophrenia. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30185463 DOI: 10.1523/Jneurosci.3163-17.2018  0.396
2018 Katthagen T, Mathys C, Deserno L, Walter H, Kathmann N, Heinz A, Schlagenhauf F. Modeling subjective relevance in schizophrenia and its relation to aberrant salience. Plos Computational Biology. 14: e1006319. PMID 30096179 DOI: 10.1371/Journal.Pcbi.1006319  0.444
2018 Mirza MB, Adams RA, Mathys C, Friston KJ. Human visual exploration reduces uncertainty about the sensed world. Plos One. 13: e0190429. PMID 29304087 DOI: 10.1371/Journal.Pone.0190429  0.575
2018 Weber L, Diaconescu A, Tomiello S, Schöbi D, Iglesias S, Mathys C, Haker H, Stefanics G, Schmidt A, Kometer M, Vollenweider FX, Stephan KE. F157. HIERARCHICAL PREDICTION ERRORS DURING AUDITORY MISMATCH UNDER PHARMACOLOGICAL MANIPULATIONS: A COMPUTATIONAL SINGLE-TRIAL EEG ANALYSIS Schizophrenia Bulletin. 44: S281-S282. DOI: 10.1093/Schbul/Sby017.688  0.671
2018 Deserno L, Boehme R, Mathys C, Katthagen T, Kaminski J, Stephan KE, Heinz A, Schlagenhauf F. F150. OVERESTIMATING ENVIRONMENTAL VOLATILITY INCREASES SWITCHING BEHAVIOR AND IS LINKED TO ACTIVATION OF DORSOLATERAL PREFRONTAL CORTEX IN SCHIZOPHRENIA Schizophrenia Bulletin. 44: S278-S278. DOI: 10.1093/Schbul/Sby017.681  0.427
2017 Rigoli F, Mathys C, Friston KJ, Dolan RJ. A unifying Bayesian account of contextual effects in value-based choice. Plos Computational Biology. 13: e1005769. PMID 28981514 DOI: 10.1371/Journal.Pcbi.1005769  0.639
2017 Powers AR, Mathys C, Corlett PR. Pavlovian conditioning-induced hallucinations result from overweighting of perceptual priors. Science (New York, N.Y.). 357: 596-600. PMID 28798131 DOI: 10.1126/Science.Aan3458  0.325
2017 Lawson RP, Mathys C, Rees G. Adults with autism overestimate the volatility of the sensory environment. Nature Neuroscience. PMID 28758996 DOI: 10.1038/Nn.4615  0.473
2017 Friston KJ, Preller KH, Mathys C, Cagnan H, Heinzle J, Razi A, Zeidman P. Dynamic causal modelling revisited. Neuroimage. PMID 28219774 DOI: 10.1016/J.Neuroimage.2017.02.045  0.715
2017 Diaconescu AO, Mathys C, Weber LA, Kasper L, Mauer J, Stephan KE. Hierarchical prediction errors in midbrain and septum during social learning. Social Cognitive and Affective Neuroscience. PMID 28119508 DOI: 10.1093/Scan/Nsw171  0.799
2016 Stephan KE, Manjaly ZM, Mathys CD, Weber LA, Paliwal S, Gard T, Tittgemeyer M, Fleming SM, Haker H, Seth AK, Petzschner FH. Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression. Frontiers in Human Neuroscience. 10: 550. PMID 27895566 DOI: 10.3389/Fnhum.2016.00550  0.673
2016 Marshall L, Mathys C, Ruge D, de Berker AO, Dayan P, Stephan KE, Bestmann S. Pharmacological Fingerprints of Contextual Uncertainty. Plos Biology. 14: e1002575. PMID 27846219 DOI: 10.1371/Journal.Pbio.1002575  0.689
2016 Mirza MB, Adams RA, Mathys CD, Friston KJ. Scene Construction, Visual Foraging, and Active Inference. Frontiers in Computational Neuroscience. 10: 56. PMID 27378899 DOI: 10.3389/fncom.2016.00056  0.502
2016 Friston K, Rigoli F, Ognibene D, Mathys C, Fitzgerald T, Pezzulo G. Corrigendum to "Active inference and epistemic value" [Cognitive Neuroscience, 6 (2015), 187-214. doi: 10.1080/17588928.2015.1020053] Cognitive Neuroscience. 7: 1-4. PMID 27153240 DOI: 10.1080/17588928.2016.1164961  0.481
2016 Schwartenbeck P, FitzGerald TH, Mathys C, Dolan R, Wurst F, Kronbichler M, Friston K. Corrigendum to 'Optimal inference with suboptimal models: Addiction and active Bayesian inference' [Med. Hypotheses 84 (2015) 109-117]. Medical Hypotheses. 91: 123. PMID 27142158 DOI: 10.1016/J.Mehy.2016.02.021  0.617
2016 de Berker AO, Rutledge RB, Mathys C, Marshall L, Cross GF, Dolan RJ, Bestmann S. Computations of uncertainty mediate acute stress responses in humans. Nature Communications. 7: 10996. PMID 27020312 DOI: 10.1038/Ncomms10996  0.493
2016 Schwartenbeck P, FitzGerald THB, Mathys C, Dolan R, Wurst F, Kronbichler M, Friston K. Corrigendum to 'Optimal inference with suboptimal models: Addiction and active Bayesian inference' [Med. Hypotheses 84 (2015) 109-117] Medical Hypotheses. 91: 123. DOI: 10.1016/j.mehy.2016.02.021  0.58
2015 Schwartenbeck P, FitzGerald TH, Mathys C, Dolan R, Kronbichler M, Friston K. Evidence for surprise minimization over value maximization in choice behavior. Scientific Reports. 5: 16575. PMID 26564686 DOI: 10.1038/Srep16575  0.644
2015 Vossel S, Mathys C, Stephan KE, Friston KJ. Cortical Coupling Reflects Bayesian Belief Updating in the Deployment of Spatial Attention. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 11532-42. PMID 26290231 DOI: 10.1523/JNEUROSCI.1382-15.2015  0.713
2015 Friston K, Rigoli F, Ognibene D, Mathys C, Fitzgerald T, Pezzulo G. Active inference and epistemic value. Cognitive Neuroscience. 6: 187-214. PMID 25689102 DOI: 10.1080/17588928.2015.1020053  0.549
2015 Schwartenbeck P, FitzGerald TH, Mathys C, Dolan R, Wurst F, Kronbichler M, Friston K. Optimal inference with suboptimal models: addiction and active Bayesian inference. Medical Hypotheses. 84: 109-17. PMID 25561321 DOI: 10.1016/J.Mehy.2014.12.007  0.638
2015 Schwartenbeck P, FitzGerald TH, Mathys C, Dolan R, Friston K. The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes. Cerebral Cortex (New York, N.Y. : 1991). 25: 3434-45. PMID 25056572 DOI: 10.1093/cercor/bhu159  0.628
2015 Friston K, Rigoli F, Ognibene D, Mathys C, Fitzgerald T, Pezzulo G. Active inference and epistemic value Cognitive Neuroscience. 6: 187-224. DOI: 10.1080/17588928.2015.1020053  0.422
2015 Schwartenbeck P, Fitzgerald THB, Mathys C, Dolan R, Kronbichler M, Friston K. Evidence for surprise minimization over value maximization in choice behavior Scientific Reports. 5. DOI: 10.1038/srep16575  0.537
2015 Schwartenbeck P, FitzGerald THB, Mathys C, Dolan R, Wurst F, Kronbichler M, Friston K. Optimal inference with suboptimal models: Addiction and active Bayesian inference Medical Hypotheses. 84: 109-117. DOI: 10.1016/j.mehy.2014.12.007  0.574
2014 Mathys CD, Lomakina EI, Daunizeau J, Iglesias S, Brodersen KH, Friston KJ, Stephan KE. Uncertainty in perception and the Hierarchical Gaussian Filter. Frontiers in Human Neuroscience. 8: 825. PMID 25477800 DOI: 10.3389/Fnhum.2014.00825  0.774
2014 Vossel S, Bauer M, Mathys C, Adams RA, Dolan RJ, Stephan KE, Friston KJ. Cholinergic stimulation enhances Bayesian belief updating in the deployment of spatial attention. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 15735-42. PMID 25411501 DOI: 10.1523/JNEUROSCI.0091-14.2014  0.741
2014 Diaconescu AO, Mathys C, Weber LA, Daunizeau J, Kasper L, Lomakina EI, Fehr E, Stephan KE. Inferring on the intentions of others by hierarchical Bayesian learning. Plos Computational Biology. 10: e1003810. PMID 25187943 DOI: 10.1371/Journal.Pcbi.1003810  0.807
2014 Stephan KE, Mathys C. Computational approaches to psychiatry. Current Opinion in Neurobiology. 25: 85-92. PMID 24709605 DOI: 10.1016/J.Conb.2013.12.007  0.669
2014 Vossel S, Mathys C, Daunizeau J, Bauer M, Driver J, Friston KJ, Stephan KE. Spatial attention, precision, and Bayesian inference: a study of saccadic response speed. Cerebral Cortex (New York, N.Y. : 1991). 24: 1436-50. PMID 23322402 DOI: 10.1093/Cercor/Bhs418  0.788
2014 Mathys C, Paliwal S, Friston KJ, Stephan KE. The HGF toolbox for behavioral modeling in neuroimaging F1000research. 5. DOI: 10.7490/F1000Research.1096159.1  0.514
2014 Diaconescu AO, Mathys C, Weber LAE, Daunizeau J, Kasper L, Lomakina EI, Fehr E, Stephan KE. Correction: Inferring on the Intentions of Others by Hierarchical Bayesian Learning Plos Computational Biology. 10. DOI: 10.3929/Ethz-B-000091359  0.764
2014 Adams RA, Devaux T, Mathys C, Friston K. Poster #M80 SCHIZOTYPY IS ASSOCIATED WITH A “REVERSAL INFERENCE” DEFICIT BUT NO “JUMPING TO CONCLUSIONS” Schizophrenia Research. 153: S218-S219. DOI: 10.1016/S0920-9964(14)70630-9  0.451
2013 Iglesias S, Mathys C, Brodersen KH, Kasper L, Piccirelli M, den Ouden HE, Stephan KE. Hierarchical prediction errors in midbrain and basal forebrain during sensory learning. Neuron. 80: 519-30. PMID 24139048 DOI: 10.1016/j.neuron.2013.09.009  0.79
2013 Brodersen KH, Daunizeau J, Mathys C, Chumbley JR, Buhmann JM, Stephan KE. Variational Bayesian mixed-effects inference for classification studies. Neuroimage. 76: 345-61. PMID 23507390 DOI: 10.1016/J.Neuroimage.2013.03.008  0.739
2012 Mathys C, Daunizeau J, Iglesias S, Diaconescu A, Weber L, Friston K, Stephan K. Computational modeling of perceptual inference: A hierarchical Bayesian approach that allows for individual and contextual differences in weighting of input International Journal of Psychophysiology. 85: 317-318. DOI: 10.1016/J.Ijpsycho.2012.06.077  0.78
2011 Mathys C, Daunizeau J, Friston KJ, Stephan KE. A bayesian foundation for individual learning under uncertainty. Frontiers in Human Neuroscience. 5: 39. PMID 21629826 DOI: 10.3389/Fnhum.2011.00039  0.8
2009 Stephan KE, Kasper L, Brodersen KH, Mathys C. Functional and effective connectivity | Funktionelle und effektive Konnektivität Klinische Neurophysiologie. 40: 222-232. DOI: 10.1055/S-0029-1243196  0.631
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