CSP

What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention
In this article, we try to uncover potential biases of the CSP-based decoding of the spatial focus of auditory attention, using a multi-talker audiovisual EEG experiment.
Iustina Rotaru, Simon Geirnaert, Nicolas Heintz, Iris Van de Ryck, Alexander Bertrand, Tom Francart
February, 2024 Journal of Neural Engineering, vol. 21, no. 1, 016017, 2024
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What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention
Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns
In this article, published in IEEE Transactions on Biomedical Engineering, we propose a new common spatial pattern-based algorithm to decode the spatial focus of auditory attention from EEG signals.
Simon Geirnaert, Tom Francart, Alexander Bertrand
October, 2020 IEEE Transactions on Biomedical Engineering, vol. 68, no. 5, pp. 1557-1568, 2021
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Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns