Publications by authors named "Martin Hebart"

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Predicting functional topography of the human visual cortex from cortical anatomy at scale.
Fernanda L Ribeiro, Robert Satzger, Felix Hoffstaedter, Christian Bürger, Peer Herholz, Martin N Hebart

bioRxiv· November 2025

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Revealing Key Dimensions Underlying the Recognition of Dynamic Human Actions.
André Bockes, Martin N Hebart, Angelika Lingnau

Commun Psychol· October 2025

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Dimensions underlying the representational alignment of deep neural networks with humans.
Florian P Mahner, Lukas Muttenthaler, Umut Güçlü, Martin N Hebart

Nat Mach Intell· June 2025

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How modular are modules in visual cortex?
Martin N Hebart

Brain· April 2025

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Ten principles for reliable, efficient, and adaptable coding in psychology and cognitive neuroscience.
Johannes Roth, Yunyan Duan, Florian P Mahner, Philipp Kaniuth, Thomas S A Wallis, Martin N Hebart

Commun Psychol· April 2025

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Core dimensions of human material perception.
Filipp Schmidt, Martin N Hebart, Alexandra C Schmid, Roland W Fleming

Proc Natl Acad Sci U S A· March 2025

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Dynamic representation of multidimensional object properties in the human brain.
Lina Teichmann, Martin N Hebart, Chris I Baker

bioRxiv· February 2025

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The Scope and Limits of Fine-Grained Image and Category Information in the Ventral Visual Pathway.
Markus W Badwal, Johanna Bergmann, Johannes H R Roth, Christian F Doeller, Martin N Hebart

J Neurosci· January 2025

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Identifying and characterizing scene representations relevant for categorization behavior.
Johannes J D Singer, Agnessa Karapetian, Martin N Hebart, Radoslaw M Cichy

Imaging Neurosci (Camb)· January 2025

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Distributed representations of behaviour-derived object dimensions in the human visual system.
Oliver Contier, Chris I Baker, Martin N Hebart

Nat Hum Behav· November 2024

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THINGSplus: New norms and metadata for the THINGS database of 1854 object concepts and 26,107 natural object images.
Laura M Stoinski, Jonas Perkuhn, Martin N Hebart

Behav Res Methods· March 2024

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Parallel cognitive maps for multiple knowledge structures in the hippocampal formation.
Xiaochen Y Zheng, Martin N Hebart, Filip Grill, Raymond J Dolan, Christian F Doeller

Cereb Cortex· January 2024

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Dimensions underlying human understanding of the reachable world.
Emilie L Josephs, Martin N Hebart, Talia Konkle

Cognition· May 2023

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The features underlying the memorability of objects.
Max A Kramer, Martin N Hebart, Chris I Baker, Wilma A Bainbridge

Sci Adv· April 2023

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A data-driven investigation of human action representations.
Diana C Dima, Martin N Hebart, Leyla Isik

Sci Rep· March 2023

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THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior.
Martin N Hebart, Oliver Contier, Lina Teichmann, Adam H Rockter, Charles Y Zheng

Elife· February 2023

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The Spatiotemporal Neural Dynamics of Object Recognition for Natural Images and Line Drawings.
Johannes J D Singer, Radoslaw M Cichy, Martin N Hebart

J Neurosci· January 2023

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Feature-reweighted representational similarity analysis: A method for improving the fit between computational models, brains, and behavior.
Philipp Kaniuth, Martin N Hebart

Neuroimage· August 2022

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From photos to sketches - how humans and deep neural networks process objects across different levels of visual abstraction.
Johannes J D Singer, Katja Seeliger, Tim C Kietzmann, Martin N Hebart

J Vis· February 2022

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Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams.
Tijl Grootswagers, Ivy Zhou, Amanda K Robinson, Martin N Hebart, Thomas A Carlson

Sci Data· January 2022

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THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks.
Lukas Muttenthaler, Martin N Hebart

Front Neuroinform· September 2021

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The organizational principles of de-differentiated topographic maps in somatosensory cortex.
Peng Liu, Anastasia Chrysidou, Juliane Doehler, Martin N Hebart, Thomas Wolbers

Elife· May 2021

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Revealing the multidimensional mental representations of natural objects underlying human similarity judgements.
Martin N Hebart, Charles Y Zheng, Francisco Pereira, Chris I Baker

Nat Hum Behav· November 2020

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Current topics in Computational Cognitive Neuroscience.
Martin N Hebart, Nicolas W Schuck

Neuropsychologia· October 2020

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Mechanisms of offline motor learning at a microscale of seconds in large-scale crowdsourced data.
Marlene Bönstrup, Iñaki Iturrate, Martin N Hebart, Nitzan Censor, Leonardo G Cohen

NPJ Sci Learn· June 2020

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