Deep convolutional models improve predictions of macaque V1 responses to natural images

• Santiago A. Cadena ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: santiago.cadena@uni-tuebingen.de

  Affiliations Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen, Tübingen, Germany, Bernstein Center for Computational Neuroscience, Tübingen, Germany, Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America

  http://orcid.org/0000-0002-7508-4443

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• George H. Denfield,

  Roles Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliations Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America, Department of Neuroscience, Baylor College of Medicine, Houston, Houston, Texas, United States of America

  http://orcid.org/0000-0003-3699-3828

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• Edgar Y. Walker,

  Roles Formal analysis, Investigation, Methodology, Resources, Software

  Affiliations Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America, Department of Neuroscience, Baylor College of Medicine, Houston, Houston, Texas, United States of America

  http://orcid.org/0000-0003-0057-957X

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• Leon A. Gatys,

  Roles Investigation, Methodology, Software, Writing – review & editing

  Affiliations Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen, Tübingen, Germany, Bernstein Center for Computational Neuroscience, Tübingen, Germany

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• Andreas S. Tolias ,

  Contributed equally to this work with: Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Bernstein Center for Computational Neuroscience, Tübingen, Germany, Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America, Department of Neuroscience, Baylor College of Medicine, Houston, Houston, Texas, United States of America, Department of Electrical and Computer Engineering, Rice University, Houston, Houston, Texas, United States of America

  http://orcid.org/0000-0002-4305-6376

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• Matthias Bethge ,

  Contributed equally to this work with: Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker

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

  Affiliations Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen, Tübingen, Germany, Bernstein Center for Computational Neuroscience, Tübingen, Germany, Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America, Max Planck Institute for Biological Cybernetics, Tübingen, Germany

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• Alexander S. Ecker

  Contributed equally to this work with: Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen, Tübingen, Germany, Bernstein Center for Computational Neuroscience, Tübingen, Germany, Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, Texas, United States of America

  http://orcid.org/0000-0003-2392-5105

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