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Research Article

State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data

  • Hideaki Shimazaki mail,

    shimazaki@brain.riken.jp

    Affiliation: RIKEN Brain Science Institute, Wako-shi, Saitama, Japan

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  • Shun-ichi Amari,

    Affiliation: RIKEN Brain Science Institute, Wako-shi, Saitama, Japan

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  • Emery N. Brown,

    Affiliations: Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, Massachusetts, United States of America, Division of Health Sciences and Technology, Harvard Medical School/Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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  • Sonja Grün

    Affiliations: RIKEN Brain Science Institute, Wako-shi, Saitama, Japan, Institute of Neuroscience and Medicine (INM-6), Computational and Systems Neuroscience, Research Center Jülich, Jülich, Germany, Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany

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  • Published: March 08, 2012
  • DOI: 10.1371/journal.pcbi.1002385

About the Authors

Hideaki Shimazaki, Shun-ichi Amari, Sonja Grün
RIKEN Brain Science Institute, Wako-shi, Saitama, Japan
Emery N. Brown
Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
Emery N. Brown
Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, Massachusetts, United States of America
Emery N. Brown
Division of Health Sciences and Technology, Harvard Medical School/Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
Sonja Grün
Institute of Neuroscience and Medicine (INM-6), Computational and Systems Neuroscience, Research Center Jülich, Jülich, Germany
Sonja Grün
Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany

Corresponding Author

Email: shimazaki@brain.riken.jp

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: HS SA ENB SG. Performed the experiments: HS SG. Analyzed the data: HS SG. Contributed reagents/materials/analysis tools: HS SG. Wrote the paper: HS SA ENB SG.