Simon Geirnaert
Simon Geirnaert
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selective attention
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
In this article, we present a new end-to-end deep learning model, AADnet, for auditory attention decoding from EEG in multi-talker scenarios.
Nhan Duc Thanh Nguyen
,
Huy Phan
,
Simon Geirnaert
,
Kaare Mikkelsen
,
Preben Kidmose
July, 2025
IEEE Transactions on Neural Systems and Rehabilitation Engineering
, vol. 33, pp. 2695-2706, 2025
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Dataset I
Dataset II
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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