Christoph Mathys
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A Bayesian foundation for individual learning under uncertainty
C Mathys, J Daunizeau, KJ Friston, KE Stephan
Frontiers in human neuroscience 5, 39, 2011
3782011
Active inference and epistemic value
K Friston, F Rigoli, D Ognibene, C Mathys, T Fitzgerald, G Pezzulo
Cognitive neuroscience 6 (4), 187-214, 2015
3762015
Pavlovian conditioning–induced hallucinations result from overweighting of perceptual priors
AR Powers, C Mathys, PR Corlett
Science 357 (6351), 596-600, 2017
2882017
Hierarchical prediction errors in midbrain and basal forebrain during sensory learning
S Iglesias, C Mathys, KH Brodersen, L Kasper, M Piccirelli, ...
Neuron 80 (2), 519-530, 2013
2202013
Adults with autism overestimate the volatility of the sensory environment
RP Lawson, C Mathys, G Rees
Nature neuroscience 20 (9), 1293, 2017
2142017
Computational approaches to psychiatry
KE Stephan, C Mathys
Current opinion in neurobiology 25, 85-92, 2014
1902014
Uncertainty in perception and the Hierarchical Gaussian Filter
CD Mathys, EI Lomakina, J Daunizeau, S Iglesias, KH Brodersen, ...
Frontiers in human neuroscience 8, 825, 2014
1852014
Action–perception mismatch in tone-deafness
P Loui, FH Guenther, C Mathys, G Schlaug
Current Biology 18 (8), R331-R332, 2008
1852008
Allostatic self-efficacy: a metacognitive theory of dyshomeostasis-induced fatigue and depression
KE Stephan, ZM Manjaly, CD Mathys, LAE Weber, S Paliwal, T Gard, ...
Frontiers in human neuroscience 10, 550, 2016
1672016
Computations of uncertainty mediate acute stress responses in humans
AO De Berker, RB Rutledge, C Mathys, L Marshall, GF Cross, RJ Dolan, ...
Nature communications 7, 10996, 2016
1592016
Inferring on the intentions of others by hierarchical Bayesian learning
AO Diaconescu, C Mathys, LAE Weber, J Daunizeau, L Kasper, ...
PLoS Comput Biol 10 (9), e1003810, 2014
1272014
Spatial attention, precision, and Bayesian inference: a study of saccadic response speed
S Vossel, C Mathys, J Daunizeau, M Bauer, J Driver, KJ Friston, ...
Cerebral cortex 24 (6), 1436-1450, 2014
1172014
The dopaminergic midbrain encodes the expected certainty about desired outcomes
P Schwartenbeck, THB FitzGerald, C Mathys, R Dolan, K Friston
Cerebral cortex 25 (10), 3434-3445, 2015
1152015
Role of the medial prefrontal cortex in impaired decision making in juvenile attention-deficit/hyperactivity disorder
TU Hauser, R Iannaccone, J Ball, C Mathys, D Brandeis, S Walitza, ...
JAMA psychiatry 71 (10), 1165-1173, 2014
1062014
Dynamic causal modelling revisited
KJ Friston, KH Preller, C Mathys, H Cagnan, J Heinzle, A Razi, P Zeidman
Neuroimage 199, 730-744, 2019
932019
Scene construction, visual foraging, and active inference
MB Mirza, RA Adams, CD Mathys, KJ Friston
Frontiers in computational neuroscience 10, 56, 2016
872016
Computational psychiatry: New perspectives on mental illness
M Frank, DM Barch, Z Kurth-Nelson, JP O'Doherty, S Denève, ...
MIT Press, 2016
822016
Cortical coupling reflects Bayesian belief updating in the deployment of spatial attention
S Vossel, C Mathys, KE Stephan, KJ Friston
Journal of Neuroscience 35 (33), 11532-11542, 2015
672015
Pharmacological fingerprints of contextual uncertainty
L Marshall, C Mathys, D Ruge, AO De Berker, P Dayan, KE Stephan, ...
PLoS biology 14 (11), e1002575, 2016
642016
Non-invasive brain stimulation applied to Heschl's gyrus modulates pitch discrimination
C Mathys, P Loui, X Zheng, G Schlaug
Frontiers in psychology 1, 193, 2010
602010
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