Browsing College of Engineering (CEN) by Author "c7b2a0b9-e9c0-4396-85c8-222c8bfca773"
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Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States
Yahya, Fares; Tariq, Usman; Hassanin, Omnia; Mir, Hasan; Babiloni, Fabio; Al-Nashash, Hasan (MDPI, 2019)In this paper, we present a method to quantify the coupling between brain regions under vigilance and enhanced mental states by utilizing partial directed coherence (PDC) and graph theory analysis (GTA). The vigilance state ... -
EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis
Yahya, Fares; Hassanin, Omnia; Tariq, Usman; Al-Nashash, Hasan (IEEE, 2020)This paper proposes two novel methods to classify semantic vigilance levels by utilizing EEG directed connectivity patterns with their corresponding graphical network measures. We estimate the directed connectivity using ...