Publications of Martin N. Hebart

Hebart, M. N.; Zheng, C. Y.; Pereira, F.; Baker, C. I.: Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. Nature Human Behaviour 4 (11), pp. 1173 - 1185 (2020)

Hebart, M. N.; Schuck, N. W.: Current topics in computational cognitive neuroscience. Neuropsychologia 147, 107621 (2020)

Bönstrup, M.; Iturrate, I.; Hebart, M. N.; Censor, N.; Cohen, L. G.: Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data. npj Science of Learning 5, 7 (2020)

Hebart, M. N.; Dickter, A. H.; Kidder, A.; Kwok, W. Y.; Corriveau, A.; Van Wicklin, C.; Baker, C. I.: THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. PLoS One 14 (10), e0223792 (2019)

Hebart, M. N.; Baker, C. I.: Deconstructing multivariate decoding for the study of brain function. NeuroImage 180 (Part A), pp. 4 - 18 (2018)

Bankson, B. B.; Hebart, M. N.; Groen, I. I. A.; Baker, C. I.: The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks. NeuroImage 178, pp. 172 - 182 (2018)

Hebart, M. N.; Bankson, B. B.; Harel, A.; Baker, C. I.; Cichy, R. M.: The representational dynamics of task and object processing in humans. eLife 7, e32816 (2018)

Görgen, K.; Hebart, M. N.; Allefeld, C.; Haynes, J.-D.: The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods. NeuroImage 180 (Part A), pp. 19 - 30 (2017)

Guo, R.; Böhmer, W.; Hebart, M. N.; Chien, S.; Sommer, T.; Obermayer, K.; Gläscher, J.: Interaction of instrumental and goal-directed learning modulates prediction error representations in the ventral striatum. The Journal of Neuroscience 36 (50), pp. 12650 - 12660 (2016)

Korjus, K.; Hebart, M. N.; Vicente, R.: An efficient data partitioning to improve classification performance while keeping parameters interpretable. PLoS One 11 (8), e0161788 (2016)

Hebart, M. N.; Baker, C. I.: Facing up to stereotypes. Nature Neuroscience 19 (6), pp. 763 - 764 (2016)

Guggenmos, M.; Wilbertz, G.; Hebart, M. N.; Sterzer, P.: Mesolimbic confidence signals guide perceptual learning in the absence of external feedback. eLife 5, e13388 (2016)

Hebart, M. N.; Schriever, Y.; Donner, T. H.; Haynes, J.-D.: The relationship between perceptual decision variables and confidence in the human brain. Cerebral Cortex 26 (1), pp. 118 - 130 (2016)

Höhne, J.; Bartz, D.; Hebart, M. N.; Müller, K.-R.; Blankertz, B.: Analyzing neuroimaging data with subclasses: A shrinkage approach. NeuroImage 124 (Part A), pp. 740 - 751 (2015)

Peth, J.; Sommer, T.; Hebart, M. N.; Vossel, G.; Büchel, C.; Gamer, M.: Memory detection using fMRI: Does the encoding context matter? NeuroImage 113, pp. 164 - 174 (2015)

Christophel, T. B.; Cichy, R. M.; Hebart, M. N.; Haynes, J.-D.: Parietal and early visual cortices encode working memory content across mental transformations. NeuroImage 106, pp. 198 - 206 (2015)

Hebart, M. N.; Görgen, K.; Haynes, J.-D.: The Decoding Toolbox (TDT): A versatile software package for multivariate analyses of functional imaging data. Frontiers in Neuroinformatics 8, 88 (2015)

Hebart, M. N.; Gläscher, J.: Serotonin and dopamine differentially affect appetitive and aversive general Pavlovian-to-instrumental transfer. Psychopharmacology 232 (2), pp. 437 - 451 (2015)

Ritter, C.; Hebart, M. N.; Wolbers, T.; Bingel, U.: Representation of spatial information in key areas of the descending pain modulatory system. The Journal of Neuroscience 34 (13), pp. 4634 - 4639 (2014)

Stein, T.; Seymour, K.; Hebart, M. N.; Sterzer, P.: Rapid fear detection relies on high spatial frequencies. Psychological Science 25 (2), pp. 566 - 574 (2014)