3

Selective Auditory Attention Decoding with a Two-Node Wireless EEG Sensor Network
In this preprint, we present a proof of concept of a wireless EEG sensor network using two around-ear EEG nodes for selective auditory attention decoding.
Simon Geirnaert, Ruochen Ding, Alexander Bertrand
February, 2026 preprint
PDF Cite DOI
Selective Auditory Attention Decoding with a Two-Node Wireless EEG Sensor Network
Sample-level EEG-based Selective Auditory Attention Decoding with Markov Switching Models
In this preprint, we present an alternative post-processing method to hidden Markov models for auditory attention decoding algorithms, based on the Markov switching model.
Yuanyuan Yao, Simon Geirnaert, Tinne Tuytelaars, Alexander Bertrand
February, 2026 preprint
PDF Cite Code Dataset DOI
Sample-level EEG-based Selective Auditory Attention Decoding with Markov Switching Models
Tracking individual auditory attention during learning via EEG-based neural envelope tracking
In this preprint, we present analysis of an educationally relevant paradigm to track attention to the teacher from EEG.
Davina Van den Broek, Elien Bellon, Tianyi Li, Simon Geirnaert, Alexander Bertrand, Bert De Smedt
January, 2026 preprint
PDF Cite DOI
Tracking individual auditory attention during learning via EEG-based neural envelope tracking