A neural network model for the orbitofrontal cortex and task space acquisition during reinforcement learning

Zhewei Zhang; Zhenbo Cheng; Zhongqiao Lin; Chechang Nie; Tianming Yang

doi:10.1371/journal.pcbi.1005925

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Open Access

Peer-reviewed

Research Article

A neural network model for the orbitofrontal cortex and task space acquisition during reinforcement learning

Zhewei Zhang ,

Contributed equally to this work with: Zhewei Zhang, Zhenbo Cheng

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

Affiliations Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China
⨯
Zhenbo Cheng ,

Contributed equally to this work with: Zhewei Zhang, Zhenbo Cheng

Roles Formal analysis, Investigation, Writing – review & editing

Affiliation Department of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China

http://orcid.org/0000-0003-2185-7006

⨯
Zhongqiao Lin,

Roles Investigation, Writing – review & editing

Affiliations Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China
⨯
Chechang Nie,

Roles Investigation, Writing – review & editing

Affiliations Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China
⨯
Tianming Yang

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

* E-mail: tyang@ion.ac.cn

Affiliation Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences

http://orcid.org/0000-0001-6976-9246

⨯

A neural network model for the orbitofrontal cortex and task space acquisition during reinforcement learning

Zhewei Zhang,
Zhenbo Cheng,
Zhongqiao Lin,
Chechang Nie,
Tianming Yang

Published: January 4, 2018
https://doi.org/10.1371/journal.pcbi.1005925
See the preprint

About the Authors

Zhewei Zhang

Contributed equally to this work with: Zhewei Zhang, Zhenbo Cheng

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

Affiliations Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China

Zhenbo Cheng

Contributed equally to this work with: Zhewei Zhang, Zhenbo Cheng

Roles Formal analysis, Investigation, Writing – review & editing

Affiliation Department of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China

http://orcid.org/0000-0003-2185-7006

Zhongqiao Lin

Roles Investigation, Writing – review & editing

Chechang Nie

Roles Investigation, Writing – review & editing

Tianming Yang

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

* E-mail: tyang@ion.ac.cn

Affiliation Institute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences

http://orcid.org/0000-0001-6976-9246

Competing Interests

The authors have declared that no competing interests exist.

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