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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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Argitaratua izan da:Cogn Neurodyn
Egile Nagusiak: Cao, Zixuan, Yin, Zhong, Zhang, Jianhua
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Springer Netherlands 2020
Gaiak:
Sarrera elektronikoa: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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