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Enhanced Accuracy for Multiclass Mental Workload Detection Using Long Short-Term Memory for Brain–Computer Interface

Cognitive workload is one of the widely invoked human factors in the areas of human–machine interaction (HMI) and neuroergonomics. The precise assessment of cognitive and mental workload (MWL) is vital and requires accurate neuroimaging to monitor and evaluate the cognitive states of the brain. In t...

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Detalles Bibliográficos
Autores principales: Asgher, Umer, Khalil, Khurram, Khan, Muhammad Jawad, Ahmad, Riaz, Butt, Shahid Ikramullah, Ayaz, Yasar, Naseer, Noman, Nazir, Salman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324788/
https://www.ncbi.nlm.nih.gov/pubmed/32655353
http://dx.doi.org/10.3389/fnins.2020.00584