Time-variant Granger causality analysis for intuitive perception collision risk in driving scenario: an EEG study

Intuition is a rapid and unconscious cognitive process that is widely utilized in driving scenario. The current study examines the neural mechanisms behind intuitive driving by performing a time-varying Granger causality analysis on source-domain EEG data. We construct an innovative experimental set...

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Bibliographic Details
Main Authors: Zhe Wang, Jialong Liang, Shang Shi, Peng Zhai, Lihua Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2025.1604751/full
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