ArticleFrontiers in neuroscience2018
A Comparative Study of Standardized Infinity Reference and Average Reference for EEG of Three Typical Brain States.
Article in Frontiers in neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Preprocessing choices for P3 analyses with mobile EEG: A systematic literature review and interactive exploration.Psychophysiology · 2025Pooled it
- Trial
- Reciprocal brain-behavior associations in gambling disorder revealed by theta cordance and directional predictive modeling.Frontiers in behavioral neuroscience · 2026Article
- Exercise-induced central and peripheral sympathetic activity in a community-based group of epilepsy patients differ from healthy controls.Experimental brain research · 2024Article
- EEG is better left alone.Scientific reports · 2023Article
- Sparsely Wiring Connectivity in the Upper Beta Band Characterizes the Brains of Top Swimming Athletes.Frontiers in psychology · 2021Article
- Altered brain network topology related to working memory in internet addiction.Journal of behavioral addictions · 2020Article
- Negative Correlation Between Functional Connectivity and Small-Worldness in the Alpha Frequency Band of a Healthy Brain.Frontiers in physiology · 2020Article
- Sensor Level Functional Connectivity Topography Comparison Between Different References Based EEG and MEG.Frontiers in behavioral neuroscience · 2018Article
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5 authors.
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Abstract
The choice of different reference electrodes plays an important role in deciphering the functional meaning of electroencephalography (EEG) signals. In recent years, the infinity zero reference using the reference electrode standard technique (REST) has been increasingly applied, while the average reference (AR) was generally advocated as the best available reference option in previous classical EEG studies. Here, we designed EEG experiments and performed a direct comparison between the influences of REST and AR on EEG-revealed brain activity features for three typical brain behavior states (eyes-closed, eyes-open and music-listening). The analysis results revealed the following observations: (1) there is no significant difference in the alpha-wave-blocking effect during the eyes-open state compared with the eyes-closed state for both REST and AR references; (2) there was clear frontal EEG asymmetry during the resting state, and the degree of lateralization under REST was higher than that under AR; (3) the global brain functional connectivity density (FCD) and local FCD have higher values for REST than for AR under different behavior states; and (4) the value of the small-world network characteristic in the eyes-closed state is significantly (in full, alpha, beta and gamma frequency bands) higher than that in the eyes-open state, and the small-world effect under the REST reference is higher than that under AR. In addition, the music-listening state has a higher small-world network effect than the eyes-closed state. The above results suggest that typical EEG features might be more clearly presented by applying the REST reference than by applying AR when using a 64-channel recording.
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