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Recognition of cognitive load with a stacking network ensemble of denoising autoencoders and abstracted neurophysiological features

The safety of human–machine systems can be indirectly evaluated based on operator’s cognitive load levels at each temporal instant. However, relevant features of cognitive states are hidden behind in multiple sources of cortical neural responses. In this study, we developed a novel neural network en...

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Detalhes bibliográficos
Publicado no:Cogn Neurodyn
Main Authors: Cao, Zixuan, Yin, Zhong, Zhang, Jianhua
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Netherlands 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8131476/
https://ncbi.nlm.nih.gov/pubmed/34040669
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-020-09642-1
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