Simon Geirnaert
Simon Geirnaert
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Eccentricity Confound in EEG-based Visual Attention Decoding from Gaze-fixated Neural Tracking of Motion in Natural Videos
In this article, based on a new experiment, we analye how visual eccentricity affects neural responses to naturalistic videos when eye movements are controlled for.
Yuanyuan Yao
,
Celina Salamanca González
,
Simon Geirnaert
,
Céline R. Gillebert
,
Tinne Tuytelaars
,
Alexander Bertrand
April, 2026
preprint
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DOI
EEG-based Decoding of Selective Visual Attention in Superimposed Videos
In this article, we present a new experiment in which participants attend on of two superimposed video, and we show that we can decode their attention from EEG and gaze data.
Yuanyuan Yao
,
Wout De Swaef
,
Simon Geirnaert
,
Alexander Bertrand
June, 2025
IEEE Journal of Biomedical and Health Informatics
, vol. 29, no. 10, pp. 7248-7261, 2025
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Identifying Temporal Correlations Between Natural Single-shot Videos and EEG Signals
In this article, we demonstrate how a new object-based video feature leads to robust correlations with the decoded activity from EEG when subjects are watching natural videos.
Yuanyuan Yao
,
Axel Stebner
,
Tinne Tuytelaars
,
Simon Geirnaert
,
Alexander Bertrand
February, 2024
Journal of Neural Engineering
, vol. 21, no. 1, 016018, 2024
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