Publications of Martin N. Hebart
All genres
Journal Article (37)
2023
Journal Article
234, 105368 (2023)
Dimensions underlying human understanding of the reachable world. Cognition
Journal Article
9 (17), eadd2981 (2023)
The features underlying the memorability of objects. Science Advances
Journal Article
THINGSplus: New norms and metadata for the THINGS database of 1854 object concepts and 26,107 natural object images. Behavior Research Methods (2023)
Journal Article
13 (1), 5171 (2023)
A data-driven investigation of human action representations. Scientific Reports
Journal Article
10 (1), 117 (2023)
The Three Terms Task - An open benchmark to compare human and artificial semantic representations. Scientific Data
Journal Article
12, e82580 (2023)
THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior. eLife
Journal Article
43 (3), pp. 484 - 500 (2023)
The spatiotemporal neural dynamics of object recognition for natural images and line drawings. The Journal of Neuroscience 2022
Journal Article
257, 119294 (2022)
Feature-reweighted representational similarity analysis: A method for improving the fit between computational models, brains, and behavior. NeuroImage
Journal Article
22 (2), 4 (2022)
From photos to sketches-how humans and deep neural networks process objects across different levels of visual abstraction. Journal of Vision
Journal Article
9 (1), 3 (2022)
Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams. Scientific Data 2021
Journal Article
15, 679838 (2021)
THINGSvision: A Python toolbox for streamlining the extraction of activations from deep neural networks. Frontiers in Neuroinformatics
Journal Article
10, e60090 (2021)
The organizational principles of de-differentiated topographic maps in somatosensory cortex. eLife 2020
Journal Article
4 (11), pp. 1173 - 1185 (2020)
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. Nature Human Behaviour
Journal Article
147, 107621 (2020)
Current topics in computational cognitive neuroscience. Neuropsychologia
Journal Article
5, 7 (2020)
Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data. npj Science of Learning 2019
Journal Article
14 (10), e0223792 (2019)
THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images. PLoS One 2018
Journal Article
180 (Part A), pp. 4 - 18 (2018)
Deconstructing multivariate decoding for the study of brain function. NeuroImage
Journal Article
178, pp. 172 - 182 (2018)
The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks. NeuroImage
Journal Article
7, e32816 (2018)
The representational dynamics of task and object processing in humans. eLife 2017
Journal Article
180 (Part A), pp. 19 - 30 (2017)
The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods. NeuroImage