Martin N. Hebart

Orcid: 0000-0001-7257-428X

Affiliations:
  • National Institute of Mental Health, Bethesda, MD, USA
  • University Medical Center Hamburg-Eppendorf, Department of Systems Neuroscience, Germany


According to our database1, Martin N. Hebart authored at least 15 papers between 2012 and 2023.

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Bibliography

2023
Getting aligned on representational alignment.
CoRR, 2023

Revealing interpretable object representations from human visual cortex and artificial neural networks.
Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

2022
Feature-reweighted representational similarity analysis: A method for improving the fit between computational models, brains, and behavior.
NeuroImage, 2022

Semantic features of object concepts generated with GPT-3.
CoRR, 2022

VICE: Variational Interpretable Concept Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks.
Frontiers Neuroinformatics, 2021

2019
Revealing interpretable object representations from human behavior.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Deconstructing multivariate decoding for the study of brain function.
NeuroImage, 2018

The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods.
NeuroImage, 2018

The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks.
NeuroImage, 2018

2016
Analyzing neuroimaging data with subclasses: A shrinkage approach.
NeuroImage, 2016

2015
Memory detection using fMRI - Does the encoding context matter?
NeuroImage, 2015

Parietal and early visual cortices encode working memory content across mental transformations.
NeuroImage, 2015

2014
The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data.
Frontiers Neuroinformatics, 2014

2012
Human visual and parietal cortex encode visual choices independent of motor plans.
NeuroImage, 2012


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