Publications of Christoph Mathys

Journal Article (27)

2015
Journal Article
Schwartenbeck, P., Fitzgerald, T. H. B., Mathys, C., Dolan, R. J., Wurst, F., Kronbichler, M., & Friston, K. (2015). Optimal inference with suboptimal models: Addiction and active Bayesian inference. Medical Hypotheses, 84(2), 109–117. https://doi.org/10.1016/j.mehy.2014.12.007
Journal Article
Vossel, S., Mathys, C., Stephan, K. E., & Friston, K. J. (2015). Cortical coupling reflects Bayesian belief updating in the deployment of spatial attention. The Journal of Neuroscience, 35(33), 11532–11542. https://doi.org/10.1523/JNEUROSCI.1382-15.2015
2014
Journal Article
Diaconescu, A. O., Mathys, C. D., Weber, L. A. E., Daunizeau, J., Kasper, L., Lomakina, J. I., Fehr, E., & Stephan, K. E. (2014). Inferring on the intentions of others by hierarchical Bayesian learning. PLoS Computational Biology, 10(9), Article e1003810. https://doi.org/10.1371/journal.pcbi.1003810
Journal Article
Hauser, T. U., Iannaccone, R., Ball, J., Mathys, C. D., Brandeis, D., Walitza, S., & Brem, S. (2014). Role of the medial prefrontal cortex in impaired decision making in juvenile attention-deficit/hyperactivity disorder. JAMA Psychiatry, 71(10), 1165–1173. https://doi.org/10.1001/jamapsychiatry.2014.1093
Journal Article
Mathys, C. D., Lomakina, E. I., Daunizeau, J., Iglesias, S., Brodersen, K. H., Friston, K. J., & Stephan, K. E. (2014). Uncertainty in perception and the Hierarchical Gaussian Filter. Frontiers in Human Neuroscience, 8, Article 825. https://doi.org/10.3389/fnhum.2014.00825
Journal Article
Stephan, K. E., & Mathys, C. (2014). Computational approaches to psychiatry. Current Opinion in Neurobiology, 25, 85–92. https://doi.org/10.1016/j.conb.2013.12.007
Journal Article
Vossel, S., Bauer, M., Mathys, C. D., Adams, R. A., Dolan, R. J., Stephan, K. E., & Friston, K. J. (2014). Cholinergic stimulation enhances Bayesian belief updating in the deployment of spatial attention. The Journal of Neuroscience, 34(47), 15735–15742. https://doi.org/10.1523/JNEUROSCI.0091-14.2014

Book Chapter (2)

2016
Book Chapter
Flagel, S. B., Pine, D. S., Ahmari, S. E., First, M. E., Friston, K. J., Mathys, C., Redish, A. D., Schmack, K., Smoller, J. W., & Thapar, A. (2016). A novel framework for improving psychiatric diagnostic nosology. In A. D. Redish & J. A. Gordon (Eds.), Computational psychiatry: New perspectives on mental illness (Strüngmann Forum Reports) (pp. 169–199). MIT Press.
Book Chapter
Mathys, C. (2016). How could we get nosology from computation? In A. D. Redish & J. A. Gordon (Eds.), Computational psychiatry: New perspectives on mental illness (Strüngmann Forum Reports) (pp. 121–135). MIT Press.
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