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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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Detalhes bibliográficos
Publicado no:Front Hum Neurosci
Main Authors: Wan, Wang, Cui, Xingran, Gao, Zhilin, Gu, Zhongze
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8204057/
https://ncbi.nlm.nih.gov/pubmed/34140885
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnhum.2021.673955
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