Frontal EEG-Based Multi-Level Attention States Recognition Using Dynamical Complexity and Extreme Gradient Boosting

Measuring and identifying the specific level of sustained attention during continuous tasks is essential in many applications, especially for avoiding the terrible consequences caused by reduced attention of people with special tasks. To this end, we recorded EEG signals from 42 subjects during the...

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Detalles Bibliográficos
Autores principales: Wan, Wang, Cui, Xingran, Gao, Zhilin, Gu, Zhongze
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8204057/
https://www.ncbi.nlm.nih.gov/pubmed/34140885
http://dx.doi.org/10.3389/fnhum.2021.673955

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8204057/
https://www.ncbi.nlm.nih.gov/pubmed/34140885
http://dx.doi.org/10.3389/fnhum.2021.673955

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