Cogworks Laboratory

EEG Workload Classification

Publications:

  • Ryan M. Hope, Ziheng Wang, Zuoguan Wang, Qiang Ji, Wayne D. Gray: Workload Classification Across Subjects Using EEG.. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 55 (1), pp. 202–206, 2011.
  • Ziheng Wang, Ryan M. Hope, Zuoguan Wang, Qiang Ji, Wayne D. Gray: An EEG Workload Classifier for Multiple Subjects.. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '11), IEEE Press, Washington, DC, 2011.
  • Ziheng Wang, Ryan M. Hope, Zuoguan Wang, Qiang Ji, Wayne D. Gray: Cross-subject workload classification with a Hierarchical Bayes Model. In: NeuroImage, 59 (1), pp. 64-69, 2012.