Related Experiment Video
Updated: Jun 4, 2026

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
Published on: December 5, 2025
A novel approach to the physiological measurement of mental workload
Matthew W Miller1, Jeremy C Rietschel, Craig G McDonald
1Neuroscience and Cognitive Science Program, Department of Kinesiology, University of Maryland, College Park, MD, USA.
Abstract:
While performing a visuo-motor task under incrementally-varied levels of difficulty, individuals were probed with a variety of novel, task-irrelevant, auditory stimuli. To determine the effect of task load on cerebral-cortical processing of these stimuli, event-related potentials were recorded while participants performed the task. We found that N1, P2, P3 and late positive potential (LPP) component amplitudes were inversely related to task-difficulty. This suggests that a variant of the oddball paradigm - in which the stimulus stream comprises novel sounds - is capable of providing a reliable index of mental workload.

