Simon Geirnaert

19 papers Misc 3Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
EEG-Based Decoding of Selective Visual Attention in Superimposed Videos.
IEEE J. Biomed. Health Informatics
Yuanyuan Yao, Wout De Swaef, Simon Geirnaert, Alexander Bertrand
2025 J jnl
Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding.
CoRR
Yuanyuan Yao, Simon Geirnaert, Tinne Tuytelaars, Alexander Bertrand
2025 — conf
Performance Modeling for Correlation-Based Neural Decoding of Auditory Attention to Speech.
EUSIPCO
Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025 J jnl
Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech.
CoRR
Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025 J jnl
Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli.
IEEE J. Biomed. Health Informatics
Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand
2025 J jnl
Unsupervised Accuracy Estimation for Brain-Computer Interfaces Based on Selective Auditory Attention Decoding.
IEEE Trans. Biomed. Eng.
Miguel Angel Lopez-Gordo, Simon Geirnaert, Alexander Bertrand
2024 J jnl
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding.
CoRR
Nhan Duc Thanh Nguyen, Huy Phan, Simon Geirnaert, Kaare B. Mikkelsen, Preben Kidmose
2024 J jnl
Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset.
CoRR
Simon Geirnaert, Iustina Rotaru, Tom Francart, Alexander Bertrand
2024 — conf
Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding.
EUSIPCO
Nicolas Heintz, Simon Geirnaert, Iris Van De Ryck, Tom Francart, Alexander Bertrand
2023 — conf
Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses.
EUSIPCO
Simon Geirnaert, Tom Francart, Alexander Bertrand
2023 Misc conf
Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding.
ICASSP
Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand
2022 J jnl
Grouped variable selection for generalized eigenvalue problems.
Signal Process.
Jonathan Dan, Simon Geirnaert, Alexander Bertrand
2022 J jnl
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction.
IEEE J. Biomed. Health Informatics
Simon Geirnaert, Tom Francart, Alexander Bertrand
2021 J jnl
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices.
IEEE Signal Process. Mag.
Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand
2021 J jnl
Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns.
IEEE Trans. Biomed. Eng.
Simon Geirnaert, Tom Francart, Alexander Bertrand
2021 Misc conf
Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG.
ICASSP
Simon Geirnaert, Tom Francart, Alexander Bertrand
2021 J jnl
Unsupervised Self-Adaptive Auditory Attention Decoding.
IEEE J. Biomed. Health Informatics
Simon Geirnaert, Tom Francart, Alexander Bertrand
2019 — conf
A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain.
EUSIPCO
Simon Geirnaert, Tom Francart, Alexander Bertrand
2018 Misc conf
Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection.
ACSSC
Simon Geirnaert, Griet Goovaerts, Sibasankar Padhy, Martijn Bousse, Lieven De Lathauwer, Sabine Van Huffel