Nonparametric Dynamic Granger Causality based on Multi-Space Spectrum Fusion for Time-varying Directed Brain Network Construction.
Sign Up to like & getrecommendations! Published in 2024 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2024.3477944
Abstract: Nonparametric estimation of time-varying directed networks can unveil the intricate transient organization of directed brain communication while circumventing constraints imposed by prescribed model-driven methods. A robust time-frequency representation - the foundation of its causality inference… read more here.
Keywords: directed brain; brain; spectrum; time varying ... See more keywords
Directed Brain Network Analysis for Fatigue Driving Based on EEG Source Signals
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24081093
Abstract: Fatigue driving is one of the major factors that leads to traffic accidents. Long-term monotonous driving can easily cause a decrease in the driver’s attention and vigilance, manifesting a fatigue effect. This paper proposes a… read more here.
Keywords: driving fatigue; brain; fatigue; source ... See more keywords