Towards Brain-inspired Interconnects and Circuits

Research Article

A New Method for Evaluating the Dynamics of Human Brain Networks Using Complex-Systems

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  • @INPROCEEDINGS{10.1007/978-3-642-04850-0_30,
        author={Jian-Qin Liu and Shigeyuki Kan and Takahiko Koike and Satoru Miyauchi},
        title={A New Method for Evaluating the Dynamics of Human Brain Networks Using Complex-Systems},
        proceedings={Towards Brain-inspired Interconnects and Circuits},
        proceedings_a={TBIC},
        year={2012},
        month={5},
        keywords={Brain Networks Stability Complex-Systems},
        doi={10.1007/978-3-642-04850-0_30}
    }
    
  • Jian-Qin Liu
    Shigeyuki Kan
    Takahiko Koike
    Satoru Miyauchi
    Year: 2012
    A New Method for Evaluating the Dynamics of Human Brain Networks Using Complex-Systems
    TBIC
    Springer
    DOI: 10.1007/978-3-642-04850-0_30
Jian-Qin Liu1,*, Shigeyuki Kan, Takahiko Koike, Satoru Miyauchi
  • 1: National Institute of Information and Communications Technology
*Contact email: liu@nict.go.jp

Abstract

To understand the temporal dynamics of brain networks, we applied a model based on complex-systems for brain networks, with a new measure of stability that corresponds to the network integrated with multiple oscillators. The simulation demonstrated that elementary coupled network shows high stability measure. This is the first step in our efforts to estimate the temporal dynamics of human brain networks.