Characterisation of Cognitive Load Using Machine Learning Classifiers of Electroencephalogram Data

Characterisation of Cognitive Load Using Machine Learning Classifiers of Electroencephalogram Data

A high cognitive load can overload a person, potentially resulting in catastrophic accidents. It is therefore important to ensure the level of cognitive load associated with safety-critical tasks (such as driving a vehicle) remains manageable for drivers, enabling them to respond appropriately to ch...

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Detalhes bibliográficos
Principais autores: Qi Wang, Daniel Smythe, Jun Cao, Zhilin Hu, Karl J. Proctor, Andrew P. Owens, Yifan Zhao
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2023-10-01
coleção:Sensors
Assuntos:
electroencephalography
machine learning
Deep Neural Network
Support Vector Machine
cognitive load classification
Acesso em linha:https://www.mdpi.com/1424-8220/23/20/8528

Internet

https://www.mdpi.com/1424-8220/23/20/8528

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