Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality

• Main Authors: Chanlin Yi (Author), Yuan Qiu (Author), Wanjun Chen (Author), Chunli Chen (Author), Yifeng Wang (Author), Peiyang Li (Author), Lei Yang (Author), Xiabing Zhang (Author), Lin Jiang (Author), Dezhong Yao (Author), Fali Li (Author), Peng Xu (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Time-varying directed electroencephalography (EEG) network is the potential tool for studying the dynamical causality among brain areas at a millisecond level; which conduces to understanding how our brain effectively adapts to information processing, giving inspiration to causality- and brain-inspi...