Representations of regular and irregular shapes by deep Convolutional Neural Networks, monkey inferotemporal neurons and human judgments

Ioannis Kalfas; Kasper Vinken; Rufin Vogels

doi:10.1371/journal.pcbi.1006557

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Open Access

Peer-reviewed

Research Article

Representations of regular and irregular shapes by deep Convolutional Neural Networks, monkey inferotemporal neurons and human judgments

Ioannis Kalfas,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium

http://orcid.org/0000-0002-9957-1502

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Kasper Vinken,

Roles Formal analysis, Software, Visualization, Writing – review & editing

Affiliations Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium, Leuven Brain Institute, Leuven, Belgium

http://orcid.org/0000-0001-7038-9638

⨯
Rufin Vogels

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing

* E-mail: rufin.vogels@kuleuven.be

Affiliations Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium, Leuven Brain Institute, Leuven, Belgium

http://orcid.org/0000-0002-8778-835X

⨯

Representations of regular and irregular shapes by deep Convolutional Neural Networks, monkey inferotemporal neurons and human judgments

Ioannis Kalfas,
Kasper Vinken,
Rufin Vogels

Published: October 26, 2018
https://doi.org/10.1371/journal.pcbi.1006557

About the Authors

Ioannis Kalfas

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium

http://orcid.org/0000-0002-9957-1502

Kasper Vinken

Roles Formal analysis, Software, Visualization, Writing – review & editing

Affiliations Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium, Leuven Brain Institute, Leuven, Belgium

http://orcid.org/0000-0001-7038-9638

Rufin Vogels

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing

* E-mail: rufin.vogels@kuleuven.be

Affiliations Laboratorium voor Neuro- en Psychofysiologie, Department of Neurosciences, KU Leuven, Leuven, Belgium, Leuven Brain Institute, Leuven, Belgium

http://orcid.org/0000-0002-8778-835X

Competing Interests

The authors have declared that no competing interests exist.

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Neurons
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Macaque
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Neural networks
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Monkeys
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Visual object recognition
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Functional magnetic resonance imaging
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