オノ ユミエ   ONO YUMIE
  小野 弓絵
   所属   明治大学  理工学部
   職種   専任教授
発表年月日 2018/03/22
発表テーマ 脳波のグレンジャー因果解析による脳ネットワーク活動の可視化
会議名 電子情報通信学会 2018年総合大会
学会区分 全国学会
発表形式 口頭(招待・特別)
単独共同区分 単独
招待講演 招待講演
発表者・共同発表者 Yumie Ono, J Adam Noah, Xian Zhang, Swethasri Dravida, Joy Hirsch
概要 Understanding the dynamics of cortical communication within a single brain and/or between multiple brains is one of the most challenging topics in the field of systems neuroscience. Previous studies of brain electrical activity have shown region- and frequency band- specific changes in oscillatory activity, suggesting the existence of multiple cortical networks governed by the oscillatory activities of different frequency bands. Here we demonstrate an application of multivariate Granger causality (MVGC) analysis to electroencephalography (EEG) data during a two-person, eye-contact experiment to explore the directional dynamics of the EEG frequency components which are involved in real human face-to-face communication as compared to gaze at a face picture.