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The individual alpha bandwidth: A trait-like neural marker associated with sensory processing and executive function.
Zeliang Jiang1, Pan Zhang1, Hanlin Wang1
1Department of Psychology, Hebei Normal University, 050024, Shijiazhuang, China.
Neuroimage
|January 6, 2026
Summary
The width of the alpha brainwave band (individual alpha bandwidth, IAB) is a stable trait linked to perception and cognition. Methodological choices significantly impact whether IAB reveals these functional associations.
Area of Science:
- Neuroscience
- Cognitive Science
- Psychology
Background:
- Alpha oscillations are key brain rhythms, with peak frequency (IAF) extensively studied.
- The width of the alpha band (individual alpha bandwidth, IAB) remains under-explored.
- IAB may offer complementary insights into brain function and individual differences.
Purpose of the Study:
- To investigate the reliability and functional relevance of individual alpha bandwidth (IAB).
- To compare IAB estimation methods and their association with sensory and cognitive processes.
- To explore methodological and experimental factors influencing IAB's functional relevance.
Main Methods:
- Analyzed four electroencephalography (EEG) datasets using a unified preprocessing pipeline.
- Assessed test-retest reliability of IAB.
- Compared IAB estimation using Savitzky-Golay filter (SGF), FOOOF, and amplitude-difference methods; examined associations with perceptual (P2 amplitude) and cognitive (flanker interference, N450) measures.
Main Results:
- IAB demonstrated good-to-excellent test-retest reliability, indicating trait-like stability.
- IAB estimated via SGF, but not FOOOF or amplitude-difference, correlated with sensory and cognitive functions.
- Wider IAB associated with enhanced perceptual processing (larger P2) and cognitive control (smaller flanker effect, larger N450), dependent on state (eyes-closed/open rest) and frequency window.
Conclusions:
- Individual alpha bandwidth (IAB) is a reliable neural marker for individual differences in sensory and executive functions.
- The functional relevance of IAB is method-dependent (SGF effective), state-dependent, and frequency-window dependent.
- IAB offers valuable insights beyond peak alpha frequency, but careful methodological consideration is crucial for future research.
Keywords:
EEGIndividual alpha bandwidthInhibitory controlNeural biomarkerReliabilitySensory processing
