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Updated: Mar 2, 2026

Microstate and Omega Complexity Analyses of the Resting-state Electroencephalography
Published on: June 15, 2018
EEG Microstate Correlates of Fluid Intelligence and Response to Cognitive Training
Emiliano Santarnecchi1,2,3, Arjun R Khanna1, Christian S Musaeus1,4
1Berenson-Allen Center for Non-Invasive Brain Stimulation, Division of Cognitive Neurology, Beth Israel Medical Center, Harvard Medical School, 330 Brookline Ave, West/Baker 5, Boston, MA, 02215, USA.
Brain electrical activity patterns, called microstates, are linked to fluid intelligence (Gf) and how it changes with cognitive training. Specific microstate dynamics correlate with Gf levels and training-induced improvements, highlighting their role in cognitive abilities.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Electrophysiology
Background:
- The neurobiological basis of human fluid intelligence (Gf) is not fully understood.
- Understanding Gf's neural underpinnings is crucial for developing effective cognitive enhancement strategies.
Purpose of the Study:
- To investigate the relationship between electroencephalography (EEG) microstate dynamics and fluid intelligence.
- To explore how cognitive training modulates Gf and associated EEG microstate properties.
Main Methods:
- Analyzed EEG data from 74 healthy participants to identify recurring electrical patterns (microstates).
- Assessed the frequency and topography of specific microstates (B and C) linked to visual and executive networks.
- Correlated microstate properties with baseline Gf scores and changes following cognitive training.
Main Results:
- The frequency of visual (microstate B) and executive control (microstate C) network-related microstates was inversely associated with Gf.
- Changes in Gf scores after cognitive training correlated with alterations in microstate properties, indicating behavioral relevance.
- Gf-enhancing cognitive training led to a posterior shift in the topography of microstate C.
Conclusions:
- Fast-changing brain electrical states (microstates) play a significant role in individual differences in fluid intelligence.
- EEG microstate dynamics are sensitive to cognitive training and reflect changes in brain network activity related to Gf.
- These findings offer insights into the neurobiological mechanisms underlying fluid intelligence and cognitive plasticity.
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