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Martin N. Hebart, Ph.D. - Publications

Affiliations: 
2019- Cognitive Neuroscience Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Sachsen, Germany 
Area:
Cognitive Neuroscience
Website:
http://martin-hebart.de
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33/48 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Teichmann L, Hebart MN, Baker CI. Multidimensional object properties are dynamically represented in the human brain. Biorxiv : the Preprint Server For Biology. PMID 37745325 DOI: 10.1101/2023.09.08.556679  0.57
2023 Kramer MA, Hebart MN, Baker CI, Bainbridge WA. The features underlying the memorability of objects. Science Advances. 9: eadd2981. PMID 37126552 DOI: 10.1126/sciadv.add2981  0.715
2023 Hebart MN, Contier O, Teichmann L, Rockter AH, Zheng CY, Kidder A, Corriveau A, Vaziri-Pashkam M, Baker CI. THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior. Elife. 12. PMID 36847339 DOI: 10.7554/eLife.82580  0.565
2022 Singer JJD, Cichy RM, Hebart MN. The Spatiotemporal Neural Dynamics of Object Recognition for Natural Images and Line Drawings. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 43: 484-500. PMID 36535769 DOI: 10.1523/JNEUROSCI.1546-22.2022  0.651
2022 Grootswagers T, Zhou I, Robinson AK, Hebart MN, Carlson TA. Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams. Scientific Data. 9: 3. PMID 35013331 DOI: 10.1038/s41597-021-01102-7  0.337
2020 Hebart MN, Zheng CY, Pereira F, Baker CI. Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. Nature Human Behaviour. PMID 33046861 DOI: 10.1038/s41562-020-00951-3  0.532
2019 Hebart MN, Dickter AH, Kidder A, Kwok WY, Corriveau A, Van Wicklin C, Baker CI. THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. Plos One. 14: e0223792. PMID 31613926 DOI: 10.1371/Journal.Pone.0223792  0.555
2019 Hebart MN, Zheng CY, Pereira F, Baker CI. Revealing the behaviorally-relevant dimensions underlying mental representations of objects Journal of Vision. 19: 170b. DOI: 10.1167/19.10.170B  0.548
2018 Bankson BB, Hebart MN, Groen IIA, Baker CI. The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks. Neuroimage. PMID 29777825 DOI: 10.1016/J.Neuroimage.2018.05.037  0.749
2018 Hebart MN, Bankson BB, Harel A, Baker CI, Cichy RM. The representational dynamics of task and object processing in humans. Elife. 7. PMID 29384473 DOI: 10.7554/Elife.32816  0.739
2018 Hebart M, Zheng C, Baker C. The effect of task on categorization behavior and its relationship to brain and deep neural networks Journal of Vision. 18: 395. DOI: 10.1167/18.10.395  0.538
2018 Dickter A, Hebart M, Kidder A, Kwok W, Baker C. A large-scale object database based on representative sampling of the English language Journal of Vision. 18: 392. DOI: 10.1167/18.10.392  0.501
2017 Görgen K, Hebart MN, Allefeld C, Haynes JD. The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods. Neuroimage. PMID 29288130 DOI: 10.1016/J.Neuroimage.2017.12.083  0.71
2017 Hebart MN, Baker CI. Deconstructing multivariate decoding for the study of brain function. Neuroimage. PMID 28782682 DOI: 10.1016/J.Neuroimage.2017.08.005  0.586
2017 Bankson B, Hebart M, Baker C. Decoding the representational dynamics of object recognition with MEG, behavior, and computational models Journal of Vision. 17: 284. DOI: 10.1167/17.10.284  0.556
2017 Hebart M, Bankson B, Harel A, Baker C, Cichy R. MEG decoding reveals the representational dynamics of task context in visual processing Journal of Vision. 17: 1342. DOI: 10.1167/17.10.1342  0.727
2016 Guo R, Böhmer W, Hebart M, 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 : the Official Journal of the Society For Neuroscience. 36: 12650-12660. PMID 27974615 DOI: 10.1523/Jneurosci.1677-16.2016  0.636
2016 Hebart MN, Baker CI. Facing up to stereotypes. Nature Neuroscience. 19: 763-4. PMID 27227362 DOI: 10.1038/Nn.4309  0.545
2016 Guggenmos M, Wilbertz G, Hebart MN, Sterzer P. Mesolimbic confidence signals guide perceptual learning in the absence of external feedback. Elife. 5. PMID 27021283 DOI: 10.7554/Elife.13388  0.314
2016 Goergen K, Hebart MN, Allefeld C, Haynes J. Detecting, avoiding & eliminating confounds in MVPA/decoding studies F1000research. 5. DOI: 10.7490/F1000Research.1111808.1  0.47
2015 Höhne J, Bartz D, Hebart MN, Müller KR, Blankertz B. Analyzing neuroimaging data with subclasses: A shrinkage approach. Neuroimage. 124: 740-751. PMID 26407815 DOI: 10.1016/J.Neuroimage.2015.09.031  0.368
2015 Peth J, Sommer T, Hebart MN, Vossel G, Büchel C, Gamer M. Memory detection using fMRI - does the encoding context matter? Neuroimage. 113: 164-74. PMID 25819306 DOI: 10.1016/J.Neuroimage.2015.03.051  0.369
2015 Christophel TB, Cichy RM, Hebart MN, Haynes JD. Parietal and early visual cortices encode working memory content across mental transformations. Neuroimage. 106: 198-206. PMID 25463456 DOI: 10.1016/J.Neuroimage.2014.11.018  0.75
2015 Hebart MN, Gläscher J. Serotonin and dopamine differentially affect appetitive and aversive general Pavlovian-to-instrumental transfer. Psychopharmacology. 232: 437-51. PMID 25034118 DOI: 10.1007/S00213-014-3682-3  0.612
2014 Hebart MN, Görgen K, Haynes JD. The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data. Frontiers in Neuroinformatics. 8: 88. PMID 25610393 DOI: 10.3389/Fninf.2014.00088  0.733
2014 Hebart MN, Schriever Y, Donner TH, Haynes JD. The Relationship between Perceptual Decision Variables and Confidence in the Human Brain. Cerebral Cortex (New York, N.Y. : 1991). PMID 25112281 DOI: 10.1093/Cercor/Bhu181  0.575
2014 Stein T, Seymour K, Hebart MN, Sterzer P. Rapid fear detection relies on high spatial frequencies. Psychological Science. 25: 566-74. PMID 24379157 DOI: 10.1177/0956797613512509  0.309
2012 Christophel TB, Hebart MN, Haynes JD. Decoding the contents of visual short-term memory from human visual and parietal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 12983-9. PMID 22993415 DOI: 10.1523/Jneurosci.0184-12.2012  0.761
2012 Hebart MN, Donner TH, Haynes JD. Human visual and parietal cortex encode visual choices independent of motor plans. Neuroimage. 63: 1393-403. PMID 22922368 DOI: 10.1016/J.Neuroimage.2012.08.027  0.567
2012 Hebart MN, Hesselmann G. What visual information is processed in the human dorsal stream? The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 8107-9. PMID 22699890 DOI: 10.1523/Jneurosci.1462-12.2012  0.385
2012 Görgen K, Hebart MN, Haynes J. The Decoding Toolbox (TDT): a new fMRI analysis package for SPM and MATLAB F1000research. 3. DOI: 10.7490/F1000Research.1092032.1  0.715
2011 Hesselmann G, Hebart M, Malach R. Differential BOLD activity associated with subjective and objective reports during "blindsight" in normal observers. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 12936-44. PMID 21900572 DOI: 10.1523/Jneurosci.1556-11.2011  0.388
2011 Hebart MN, Donner TH, Haynes J. Decoding perceptual choices for motion stimuli of varying coherence Journal of Vision. 11: 768-768. DOI: 10.1167/11.11.768  0.485
Low-probability matches (unlikely to be authored by this person)
2016 Korjus K, Hebart MN, Vicente R. An Efficient Data Partitioning to Improve Classification Performance While Keeping Parameters Interpretable. Plos One. 11: e0161788. PMID 27564393 DOI: 10.1371/Journal.Pone.0161788  0.297
2011 Stein T, Hebart MN, Sterzer P. Breaking Continuous Flash Suppression: A New Measure of Unconscious Processing during Interocular Suppression? Frontiers in Human Neuroscience. 5: 167. PMID 22194718 DOI: 10.3389/Fnhum.2011.00167  0.285
2014 Ritter C, Hebart MN, Wolbers T, Bingel U. Representation of spatial information in key areas of the descending pain modulatory system. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 4634-9. PMID 24672009 DOI: 10.1523/Jneurosci.4342-13.2014  0.275
2023 Stoinski LM, Perkuhn J, Hebart MN. THINGSplus: New norms and metadata for the THINGS database of 1854 object concepts and 26,107 natural object images. Behavior Research Methods. PMID 37095326 DOI: 10.3758/s13428-023-02110-8  0.266
2022 Kaniuth P, Hebart MN. Feature-reweighted representational similarity analysis: A method for improving the fit between computational models, brains, and behavior. Neuroimage. 257: 119294. PMID 35580810 DOI: 10.1016/j.neuroimage.2022.119294  0.265
2016 Guggenmos M, Wilbertz G, Hebart MN, Sterzer P. Author response: Mesolimbic confidence signals guide perceptual learning in the absence of external feedback Elife. DOI: 10.7554/Elife.13388.019  0.262
2022 Singer JJD, Seeliger K, Kietzmann TC, Hebart MN. From photos to sketches - how humans and deep neural networks process objects across different levels of visual abstraction. Journal of Vision. 22: 4. PMID 35129578 DOI: 10.1167/jov.22.2.4  0.244
2023 Dima DC, Hebart MN, Isik L. A data-driven investigation of human action representations. Scientific Reports. 13: 5171. PMID 36997625 DOI: 10.1038/s41598-023-32192-5  0.233
2023 Josephs EL, Hebart MN, Konkle T. Dimensions underlying human understanding of the reachable world. Cognition. 234: 105368. PMID 36641868 DOI: 10.1016/j.cognition.2023.105368  0.23
2021 Muttenthaler L, Hebart MN. THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks. Frontiers in Neuroinformatics. 15: 679838. PMID 34630062 DOI: 10.3389/fninf.2021.679838  0.23
2024 Zheng XY, Hebart MN, Grill F, Dolan RJ, Doeller CF, Cools R, Garvert MM. Parallel cognitive maps for multiple knowledge structures in the hippocampal formation. Cerebral Cortex (New York, N.Y. : 1991). PMID 38204296 DOI: 10.1093/cercor/bhad485  0.151
2021 Liu P, Chrysidou A, Doehler J, Hebart MN, Wolbers T, Kuehn E. The organizational principles of de-differentiated topographic maps in somatosensory cortex. Elife. 10. PMID 34003108 DOI: 10.7554/eLife.60090  0.131
2020 Bönstrup M, Iturrate I, Hebart MN, Censor N, Cohen LG. Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data. Npj Science of Learning. 5: 7. PMID 32550003 DOI: 10.1038/s41539-020-0066-9  0.127
2020 Bönstrup M, Iturrate I, Hebart MN, Censor N, Cohen LG. Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data. Npj Science of Learning. 5: 7. PMID 33580047 DOI: 10.1038/s41539-020-0066-9  0.119
2020 Hebart MN, Schuck NW. Current Topics in Computational Cognitive Neuroscience. Neuropsychologia. 107621. PMID 32898518 DOI: 10.1016/j.neuropsychologia.2020.107621  0.03
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