STEW: Simultaneous Task EEG Workload Data Set

• Published in: IEEE transactions on neural systems and rehabilitation engineering Vol. 26; no. 11; pp. 2106 - 2114
• Main Authors: Lim, W. L., Sourina, O., Wang, L. P.
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.11.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Adult; Algorithms; Brain-Computer Interfaces; Classification; Cognitive ability; Data bases; Databases, Factual; EEG; Electroencephalography; Electroencephalography (EEG); Electroencephalography - statistics & numerical data; Electronic mail; Frequency measurement; Humans; Male; mental workload; Models, Neurological; Multitasking; Open Access; open access dataset; Operator performance; Regression analysis; Regression models; Reproducibility of Results; Support Vector Machine; Support vector machines; Task analysis; Working conditions; Workload; Workload - psychology; Workloads

This paper describes an open access electroencephalography (EEG) data set for multitasking mental workload activity induced by a single-session simultaneous capacity (SIMKAP) experiment with 48 subjects. To validate the database, EEG spectral activity was evaluated with EEGLAB and the significant ch...