CLAS

Cognitive Load, Affect and Stress (Shimmer ECG/PPG/EDA)

PPGECGIMUEDADOI

Key facts

Signals
ppg, ecg, accel, eda
Reference Labels
stress, mwl
Devices
shimmer-ecg, shimmer3-gsr-plus
Subjects
62
License
Academic use EULA (free of charge; contact authors)

Summary

CLAS (Cognitive Load, Affect and Stress) supports automated recognition of emotion, stress, and cognitive load. Authors: Markova / Ganchev / Kalinkov (TU Varna). Paper: BIA-2019 10.1109/BIA48344.2019.8967457.

Updated: Oct 5, 2026