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Unsupervised Accuracy Estimation for Brain-Computer Interfaces based on Selective Auditory Attention Decoding
In this preprint, we present a new unsupervised method to estimate the performance of the stimulus reconstruction algorithm for EEG-based auditory attention decoding.
Miguel Ángel López-Gordo, Simon Geirnaert, Alexander Bertrand
November, 2024 preprint
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Unsupervised Accuracy Estimation for Brain-Computer Interfaces based on Selective Auditory Attention Decoding
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
In this preprint, 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
October, 2024 preprint
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
EEG-based Decoding of Selective Visual Attention in Superimposed Videos
In this preprint, 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
September, 2024 preprint
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EEG-based Decoding of Selective Visual Attention in Superimposed Videos