A Comprehensive Survey of EEG Preprocessing Methods for Cognitive Load Assessment

A Comprehensive Survey of EEG Preprocessing Methods for Cognitive Load Assessment

Preprocessing electroencephalographic (EEG) signals during computer-mediated Cognitive Load tasks is crucial in Human-Computer Interaction (HCI). This process significantly influences subsequent EEG analysis and the efficacy of Artificial Intelligence (AI) models employed in Cognitive Load Assessmen...

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Bibliographic Details
Main Authors: Konstantina Kyriaki, Dimitrios Koukopoulos, Christos A. Fidas
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Cognitive load
denoising
electroencephalography
preprocessing
real-time human cognitive modelling
user studies
Online Access:https://ieeexplore.ieee.org/document/10416860/

Internet

https://ieeexplore.ieee.org/document/10416860/

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