Jingjia Yuan

Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, 12377 Hangzhou, Zhejiang, China, 310000 (e-mail: qiaqiayuan@gmail.com)

Associated articles

JBHI, Featured Articles
EEG fingerprints of task-independent mental workload discrimination
In the nascent field of neuroergonomics, mental workload assessment is one of the most important issues and has an apparent significance in real-world applications. Although prior research has achieved efficient single-task classification, scatted studies on cross-task mental workload assessment usually result in unsatisfactory performance. Here, we introduce a data-driven analysis framework to overcome the challenges regarding task-independent workload assessment using a fusion of EEG spectral characteristics and unveil the common neural mechanisms underlying mental workload... Read more