Simon Geirnaert

According to our database, Simon Geirnaert authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Video-EEG Encoding-Decoding Dataset KU Leuven.

Yuanyuan Yao, Axel Stebner, Tinne Tuytelaars, Simon Geirnaert, Alexander Bertrand

Dataset, January, 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

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

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding.

Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the IEEE International Conference on Acoustics, 2023

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction.

Simon Geirnaert, Tom Francart, Alexander Bertrand

IEEE J. Biomed. Health Informatics, 2022

Grouped variable selection for generalized eigenvalue problems.

Jonathan Dan, Simon Geirnaert, Alexander Bertrand

Signal Process., 2022

2021

Unsupervised Self-Adaptive Auditory Attention Decoding.

Simon Geirnaert, Tom Francart, Alexander Bertrand

IEEE J. Biomed. Health Informatics, 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

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

Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain.

Simon Geirnaert, Tom Francart, Alexander Bertrand

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Tensor-basedECG Signal Processing Applied to Atrial Fibrillation Detection.

Simon Geirnaert, Griet Goovaerts, Sibasankar Padhy, Martijn Bousse, Lieven De Lathauwer, Sabine Van Huffel

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018