Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection. - Simon Geirnaert; Griet Goovaerts; Sibasankar Padhy; Martijn Bousse; Lieven De Lathauwer; Sabine Van Huffel (ACSSC, 2018)

A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. - Simon Geirnaert; Tom Francart; Alexander Bertrand (EUSIPCO, 2019)

Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. - Simon Geirnaert; Tom Francart; Alexander Bertrand (ICASSP, 2021)

Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices. - Simon Geirnaert; Servaas Vandecappelle; Emina Alickovic; Alain de Cheveigné; Edmund C. Lalor; Bernd T. Meyer; Sina Miran; Tom Francart; Alexander Bertrand (IEEE Signal Process. Mag., 2021)

Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns. - Simon Geirnaert; Tom Francart; Alexander Bertrand (IEEE Trans. Biomed. Eng., 2021)

Unsupervised Self-Adaptive Auditory Attention Decoding. - Simon Geirnaert; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2021)

Grouped variable selection for generalized eigenvalue problems. - Jonathan Dan; Simon Geirnaert; Alexander Bertrand (Signal Process., 2022)

Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. - Simon Geirnaert; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2022)

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. - Simon Geirnaert; Tom Francart; Alexander Bertrand (EUSIPCO, 2023)

Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. - Nicolas Heintz; Simon Geirnaert; Tom Francart; Alexander Bertrand (ICASSP, 2023)

Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding. - Nicolas Heintz; Simon Geirnaert; Iris Van De Ryck; Tom Francart; Alexander Bertrand (EUSIPCO, 2024)

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding. - Nhan Duc Thanh Nguyen; Huy Phan; Simon Geirnaert; Kaare B. Mikkelsen; Preben Kidmose (CoRR, 2024)

Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset. - Simon Geirnaert; Iustina Rotaru; Tom Francart; Alexander Bertrand (CoRR, 2024)

Video-EEG Encoding-Decoding Dataset KU Leuven. - Yuanyuan Yao 007; Axel Stebner; Tinne Tuytelaars; Simon Geirnaert; Alexander Bertrand (Zenodo, 2024)

Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. - Simon Geirnaert; Yuanyuan Yao 007; Tom Francart; Alexander Bertrand (IEEE J. Biomed. Health Informatics, 2025)

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech. - Simon Geirnaert; Jonas Vanthornhout; Tom Francart; Alexander Bertrand (CoRR, 2025)

Unsupervised Accuracy Estimation for Brain-Computer Interfaces Based on Selective Auditory Attention Decoding. - Miguel A. Lopez-Gordo; Simon Geirnaert; Alexander Bertrand (IEEE Trans. Biomed. Eng., 2025)