ArticleFrontiers in human neuroscience2020
Decoding the Temporal Dynamics of Covert Spatial Attention Using Multivariate EEG Analysis: Contributions of Raw Amplitude and Alpha Power.
Article in Frontiers in human neuroscience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Cortical alpha changes during visuospatial attention: a deep learning-enriched EEG analysis.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Inferring mind wandering from perceptual decision making.Communications psychology · 2026Article
- Decoding covert visual attention of electroencephalography signals using continuous wavelet transform and deep learning approach.Scientific reports · 2025Article
- Neural representation of consciously seen and unseen information.Scientific reports · 2025Article
- Decoding Visual Spatial Attention Control.eNeuro · 2025Article
- Beyond the brain-computer interface: Decoding brain activity as a tool to understand neuronal mechanisms subtending cognition and behavior.Frontiers in neuroscience · 2022Review
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5 authors.
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Abstract
Attention can be oriented in space covertly without the need of eye movements. We used multivariate pattern classification analyses (MVPA) to investigate whether the time course of the deployment of covert spatial attention leading up to the observer's perceptual decision can be decoded from both EEG alpha power and raw activity traces. Decoding attention from these signals can help determine whether raw EEG signals and alpha power reflect the same or distinct features of attentional selection. Using a classical cueing task, we showed that the orientation of covert spatial attention can be decoded by both signals. However, raw activity and alpha power may reflect different features of spatial attention, with alpha power more associated with the orientation of covert attention in space and raw activity with the influence of attention on perceptual processes.
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