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
3532011
Active inference and epistemic value
K Friston, F Rigoli, D Ognibene, C Mathys, T Fitzgerald, G Pezzulo
Cognitive neuroscience 6 (4), 187-214, 2015
3522015
Pavlovian conditioning–induced hallucinations result from overweighting of perceptual priors
AR Powers, C Mathys, PR Corlett
Science 357 (6351), 596-600, 2017
2552017
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
2102013
Adults with autism overestimate the volatility of the sensory environment
RP Lawson, C Mathys, G Rees
Nature neuroscience 20 (9), 1293, 2017
2002017
Computational approaches to psychiatry
KE Stephan, C Mathys
Current opinion in neurobiology 25, 85-92, 2014
1862014
Action–perception mismatch in tone-deafness
P Loui, FH Guenther, C Mathys, G Schlaug
Current Biology 18 (8), R331-R332, 2008
1842008
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
1662014
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
1542016
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
1442016
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
1202014
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
1122014
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
1082015
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
1022014
Scene construction, visual foraging, and active inference
MB Mirza, RA Adams, CD Mathys, KJ Friston
Frontiers in computational neuroscience 10, 56, 2016
832016
Dynamic causal modelling revisited
KJ Friston, KH Preller, C Mathys, H Cagnan, J Heinzle, A Razi, P Zeidman
Neuroimage 199, 730-744, 2019
792019
Computational psychiatry: New perspectives on mental illness
M Frank, DM Barch, Z Kurth-Nelson, JP O'Doherty, S Denève, ...
MIT Press, 2016
782016
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
652015
Pharmacological fingerprints of contextual uncertainty
L Marshall, C Mathys, D Ruge, AO De Berker, P Dayan, KE Stephan, ...
PLoS biology 14 (11), e1002575, 2016
612016
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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