- Coupled tensor decompositions for data fusion(2022)
Authors: Christos Chatzichristos, Simon Van Eyndhoven, Sabine Van Huffel
Pages: 341 - 370
- Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data.(2021)
Authors: Simon Van Eyndhoven, Patrick Dupont, Nico Vervliet, Wim Van Paesschen, Sabine Van Huffel
- Identifying Stable Components of Matrix/Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity(2019)
Authors: Simon Van Eyndhoven, Nico Vervliet, Lieven De Lathauwer, Sabine Van Huffel
Number of pages: 5
- Semi-automated EEG Enhancement Improves Localization of Ictal Onset Zone With EEG-Correlated fMRI(2019)
Authors: Simon Van Eyndhoven, Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
- Unsupervised respiratory signal extraction from ungated cardiac magnetic resonance imaging at rest and during exercise(2019)
Authors: Simon Van Eyndhoven, Jonathan Moeyersons, Jan Bogaert, Guido Claessen, Andre La Gerche, Sabine Van Huffel, Piet Claus
- Single-channel EEG classification by multi-channel tensor subspace learning and regression(2018)
Authors: Simon Van Eyndhoven, Martijn Boussé, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel
Number of pages: 6
- EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters(2017)
Authors: Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
Pages: 1660 - 1664
- Flexible Fusion of Electroencephalography and Functional Magnetic Resonance Imaging: Revealing Neural-Hemodynamic Coupling Through Structured Matrix-Tensor Factorization(2017)
Authors: Simon Van Eyndhoven, Lieven De Lathauwer, Sabine Van Huffel
Pages: 26 - 30
- EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses(2017)
Authors: Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
Pages: 1045 - 1056
- Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses(2016)
Authors: Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
Pages: 77 - 80