Simon Geirnaert
Simon Geirnaert
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Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli
In this paper, we present a new signal processing technique for the group analysis of stimulus-following neural responses, building upon our conference precursor. Again, all code is available!
Simon Geirnaert
,
Yuanyuan Yao
,
Tom Francart
,
Alexander Bertrand
August, 2024
IEEE Journal of Biomedical and Health Informatics
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Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses
In this paper, presented at
EUSIPCO 2023
, we propose a new signal processing technique to extract stimulus-following neural reponses from a group of subjects. All MATLAB code to implement the method and reproduce the experiments is available!
Simon Geirnaert
,
Tom Francart
,
Alexander Bertrand
September, 2023
In Proceedings of
EUSIPCO 2023
, 2023
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Video Presentation
Grouped variable selection for generalized eigenvalue problems
In this article, published in
Signal Processing
, we present a novel sparse variable selection method for generalized Rayleigh quotient optimization and generalized eigenvalue problems, which are ubiquitous in many signal processing fields.
Jonathan Dan
,
Simon Geirnaert
,
Alexander Bertrand
June, 2022
Signal Processing
, vol. 195, 108476, 2022
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