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Age-Related Differences in Prestimulus EEG Affect ERPs and Behaviour in the Equiprobable Go/NoGo Task.

Robert J Barry1, Frances M De Blasio1, Adam R Clarke1

  • 1Brain & Behaviour Research Institute, School of Psychology, University of Wollongong, Wollongong, NSW 2522, Australia.

Brain Sciences
|September 28, 2024
PubMed
Summary
This summary is machine-generated.

Brain activity patterns during an auditory Go/NoGo task reveal distinct developmental changes in children, young adults, and older adults. Performance complexity correlates with brain dynamics across the lifespan.

Keywords:
behaviourdevelopmental brain dynamicspoststimulus ERP componentsprestimulus EEG componentstemporal and frequency PCA

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Area of Science:

  • Cognitive Neuroscience
  • Developmental Psychology
  • Neuroscience

Background:

  • The auditory Go/NoGo task models sequential processing, with event-related potentials (ERPs) reflecting cognitive and perceptual components.
  • Lifespan changes in electroencephalography (EEG) and task performance are known from childhood to old age.

Purpose of the Study:

  • To investigate the relationship between prestimulus EEG, poststimulus ERPs, and behavior across three age groups: children, young adults, and older adults.
  • To analyze age-related differences in brain dynamics during an auditory Go/NoGo task.

Main Methods:

  • Employed frequency Principal Component Analysis (f-PCA) for prestimulus EEG and temporal Principal Component Analysis (t-PCA) for poststimulus ERPs.
  • Analyzed three gender-matched groups: children (8-12 years), young adults (18-24 years), and older adults (59-74 years).

Main Results:

  • Links between EEG, ERPs, and behavior varied significantly across age groups.
  • Young adults exhibited the simplest brain dynamics pattern with the best performance.
  • Children showed the most complex brain dynamics pattern with the poorest performance, while older adults displayed intermediate complexity.

Conclusions:

  • Novel brain dynamics patterns were identified, correlating with age-related performance differences in the Go/NoGo task.
  • These findings offer insights into developmental trajectories of cognitive control and neural processing.
  • The identified patterns hold potential for future developmental neuroscience research.