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Updated: Dec 25, 2025

Correlating Behavioral Responses to fMRI Signals from Human Prefrontal Cortex: Examining Cognitive Processes Using Task Analysis
Published on: June 20, 2012
EEG correlates of cognitive load in a multiple choice reaction task
Sergei A Schapkin1, Jonas Raggatz2, Markus Hillmert2
1Otto von Guericke University of Magdeburg, Germany; sergei.schapkin@med.ovgu.de.
Cognitive load during working memory tasks impacts brain activity. Increased cognitive load, particularly in complex tasks, alters EEG patterns, with alpha and theta power changes indicating task difficulty and executive control.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Electrophysiology
Background:
- Working memory (WM) involves maintaining and manipulating information.
- Cognitive load theory explains how task difficulty affects performance.
- Electroencephalography (EEG) measures brain electrical activity.
Purpose of the Study:
- To investigate EEG correlates of cognitive load during a working memory task.
- To examine the relationship between EEG power changes and task performance.
- To identify sensitive EEG indicators of cognitive load.
Main Methods:
- Twenty-four healthy young adults performed choice reaction tasks with varying numbers of stimulus-response (S-R) mappings.
- EEG data was recorded during low and high cognitive load conditions.
- Performance metrics (e.g., reaction time) and EEG power in different frequency bands (delta, theta, alpha, beta) were analyzed.
Main Results:
- Performance decreased under high cognitive load compared to low load.
- High cognitive load was associated with increased EEG power in delta, theta, and beta bands, and decreased alpha power.
- Alpha power reduction was widespread, while theta and beta power changes correlated with reaction time.
Conclusions:
- EEG alpha and theta power changes are sensitive indicators of cognitive load.
- Reduced alpha power may reflect increased cortical activation for complex WM tasks.
- Increased theta power may indicate enhanced information processing and executive control during demanding tasks.
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