Title: Deep convolutional models improve predictions of macaque V1 responses to natural images
Authors: last_name: Cadena
first_name: Santiago A.
name: Santiago A. Cadena
corresponding: yes
affiliations: label: 1
institution: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen
country: Germany
name: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen , Germany
label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
last_name: Denfield
first_name: George H.
name: George H. Denfield
affiliations: label: 4
institution: Department of Neuroscience, Baylor College of Medicine
country: USA
name: Department of Neuroscience, Baylor College of Medicine , Houston, TX, USA
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
last_name: Walker
first_name: Edgar Y.
name: Edgar Y. Walker
affiliations: label: 4
institution: Department of Neuroscience, Baylor College of Medicine
country: USA
name: Department of Neuroscience, Baylor College of Medicine , Houston, TX, USA
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
last_name: Gatys
first_name: Leon A.
name: Leon A. Gatys
affiliations: label: 1
institution: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen
country: Germany
name: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen , Germany
label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
last_name: Tolias
first_name: Andreas S.
name: Andreas S. Tolias
affiliations: label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
label: 4
institution: Department of Neuroscience, Baylor College of Medicine
country: USA
name: Department of Neuroscience, Baylor College of Medicine , Houston, TX, USA
label: 5
institution: Department of Electrical and Computer Engineering, Rice University
country: USA
name: Department of Electrical and Computer Engineering, Rice University , Houston, TX, USA
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
notes: These authors contributed equally
last_name: Bethge
first_name: Matthias
name: Matthias Bethge
affiliations: label: 1
institution: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen
country: Germany
name: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen , Germany
label: 2
institution: Max Planck Institute for Biological Cybernetics
country: Germany
name: Max Planck Institute for Biological Cybernetics , Tübingen, Germany
label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
notes: These authors contributed equally
last_name: Ecker
first_name: Alexander S.
name: Alexander S. Ecker
affiliations: label: 1
institution: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen
country: Germany
name: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen , Germany
label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
notes: These authors contributed equally
Affiliations: label: 1
institution: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen
country: Germany
name: Centre for Integrative Neuroscience and Institute for Theoretical Physics, University of Tübingen , Germany
label: 2
institution: Max Planck Institute for Biological Cybernetics
country: Germany
name: Max Planck Institute for Biological Cybernetics , Tübingen, Germany
label: 3
institution: Bernstein Center for Computational Neuroscience
country: Germany
name: Bernstein Center for Computational Neuroscience , Tübingen, Germany
label: 4
institution: Department of Neuroscience, Baylor College of Medicine
country: USA
name: Department of Neuroscience, Baylor College of Medicine , Houston, TX, USA
label: 5
institution: Department of Electrical and Computer Engineering, Rice University
country: USA
name: Department of Electrical and Computer Engineering, Rice University , Houston, TX, USA
label: 6
institution: Center for Neuroscience and Artificial Intelligence
country: USA
name: Center for Neuroscience and Artificial Intelligence , BCM. Houston, TX, USA
Field: Neuroscience
Document type: preprint
Year: 2017