Publications

2016
Guo, R., Böhmer, W., Hebart, M.N., Chien, S., Sommer, T., Obermayer, K., & Gläscher, J. (2016). Interaction of instrumental and goal-directed learning modulates prediction error representations in the ventral striatum. Journal of Neuroscience 36, 12650-12660. pdf
Korjus, K., Hebart, M.N., & Vicente, R. (2016). An efficient data partitioning to improve classification performance while keeping parameters interpretable. PloS one 11, e0161788. full text
Hebart, M.N., & Baker, C.I. (2016). Facing up to stereotypes. Nature Neuroscience 19, 763–764. pdf
Guggenmos, M., Wilbertz, G., Hebart, M.N.*, & Sterzer, P.* (2016). Mesolimbic confidence signals guide perceptual learning in the absence of external feedback. eLife 5, e13388. full text
Höhne, J., Bartz, D., Hebart, M.N., Müller, K.-R., & Blankertz, B. (2016). Analyzing neuroimaging data with subclasses: A shrinkage approach. Neuroimage 124, 740-751. pdf
2015
Peth, J., Sommer, T., Hebart, M.N., Vossel, G., Büchel, C., & Gamer, M. (2015). Memory detection using fMRI — Does the encoding context matter? Neuroimage 113, 164-174. pdf
Hebart, M.N.*, Görgen, K.*, & Haynes, J.-D. (2015). The Decoding Toolbox (TDT): A versatile software package for multivariate analyses of functional imaging data. Frontiers in Neuroinformatics. full text toolbox homepage
Christophel, T.B., Cichy, R.M., Hebart, M.N., & Haynes, J.-D. (2015). Parietal and early visual cortices encode working memory content across mental transformations. Neuroimage 106, 198-206. pdf
2014
Hebart, M.N., Schriever, Y., Donner, T.H.*, & Haynes, J.-D.* (2014). The relationship between perceptual decision variables and confidence in the human brain. Cerebral Cortex. pdf
Hebart, M.N., & Gläscher, J. (2014). Serotonin and dopamine differentially affect appetitive and aversive general Pavlovian-to-instrumental transfer Psychopharmacology 232, 437-451. pdf
Ritter, C., Hebart, M.N., Wolbers, T., & Bingel, U. (2014). Representation of spatial information in key areas of the descending pain modulatory system. Journal of Neuroscience 34, 4634-4639. pdf
Stein, T., Seymour, K., Hebart, M.N., & Sterzer, P. (2014). Rapid fear detection relies on high spatial frequencies. Psychological Science 25, 566-574. pdf
2012
Hebart, M.N., Donner, T.H.*, & Haynes, J.-D.* (2012). Human visual and parietal cortex encode visual choices independent of motor plans. Neuroimage 63, 1393-1403. pdf
Christophel, T.B., Hebart, M.N., & Haynes, J.-D. (2012). Decoding the contents of visual short-term memory from human visual and parietal cortex. Journal of Neuroscience 32, 12983-12989. pdf
Hebart, M.N., & Hesselmann, G. (2012). What visual information is processed in the human dorsal stream? Journal of Neuroscience 32, 8107-8109. pdf
2011
Stein, T., Hebart, M.N., & Sterzer, P. (2011). Breaking continuous flash suppression: A new measure of unconscious processing during interocular suppression? Frontiers in Human Neuroscience, 5, 167. full text
Hesselmann, G., Hebart, M., & Malach, R. (2011). Differential BOLD activity associated with subjective and objective reports during “blindsight” in normal observers. Journal of Neuroscience, 31, 12936-12944. pdf

Conference Presentations (only first author)

2016
Hebart, M. N., Bankson, B. B., Harel, A., Cichy, R. M.*, & Baker, C. I.* (2016). Decoding the temporal evolution of task and stimulus-related brain signals. Talk given at the Annual Meeting of the Society for Neuroscience (SfN), Novembe 12-16, San Diego (California), abstract no. XX.XX..
2015
Hebart, M. N., Wimmer, G. E., & Gläscher, J. (2015). The representational space of value-based decisions during model-based and model-free reinforcement learning. Poster presented at Annual Meeting of the Society for Neuroscience (SfN), October 17-21, Chicago (Illinois), abstract no. 81.20.
2014
Hebart, M. N., & Gläscher, J. (2014). The appetitive and aversive motivational impact of serotonin and dopamine on instrumental behavior. Poster presented at the Bernstein Conference 2014, September 3-5, Göttingen (Germany), abstract no. W135.
2013
Hebart, M.N., & Gläscher, J. (2013). The influence of serotonin and dopamine on motivation in a Pavlovian-to-instrumental transfer task. Poster Presented at the Annual Meeting of the Society for Neuroscience (SfN), November 9-13, San Diego (California), abstract no. 777.10.
Hebart, M. N., Donner, T. H., & Haynes, J.-D. (2013). The relationship between perceptual decision variables and perceptual confidence in the human brain. Poster Presented at the 3rd Einstein Fellowship Symposium on Decision-Making, Berlin (Germany).
2012
Hebart, M. N., Donner, T. H., & Haynes, J.-D. (2012). Decoding perceptual decisions and the associated confidence from human brain signals. Poster presented at the 18th International Conference on Functional Mapping of the Human Brain (HBM), June 10-14, Beijing (China), abstract no. 5272.
Görgen, K.*, Hebart, M.N.*, & Haynes, J-D. (2012). The Decoding Toolbox (TDT): A new fMRI analysis package for SPM and Matlab. Poster presented at the 18th International Conference on Functional Mapping of the Human Brain (HBM), June 10-14, Beijing (China), abstract no. 5812.
2011
Hebart, M. N., Donner, T. H., & Haynes, J.-D. (2011). Decoding perceptual choices for motion stimuli of varying coherence. Poster presented at the 11th Annual Meeting of the Vision Science Society (VSS), May 6-11, Naples (Florida), abstract no. 26.516.
2010
Hebart, M.N., Sterzer, P., Pauen, M., & Haynes, J.-D. (2010). Investigating the invariance of unconscious visual representations. Poster presentation of all students of the Berlin School of Mind and Brain and invited guests of the GSN-LMU Munich, award for best poster.
2008
Hebart, M.N., Vallines, I., & Greenlee, M. (2008). Increasing the measured BOLD signal in human lateral geniculate nucleus and superior colliculus using cardiac gating. Poster presented at the 14th International Conference on Functional Mapping of the Human Brain (HBM), June 15-19, Melbourne (Australia), abstract no. 963.
2006
Hebart, M.N., Schubö, A., & Schneider, W. X. (2007). Does attention in time affect perceptual processing? Evidence from an event-related potentials study. Poster presented at the international DFG-research group's symposium "Dynamics of attentional control", June 15-17, Holzhausen (Germany).
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