Simon Van Eyndhoven

Flexible hemodynamic coupling in EEG-fMRI: circumventing the GLM by structured coupled matrix-tensor factorization

Simon Van Eyndhoven, Sabine Van Huffel, Lieven De Lathauwer, 2017 .

Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses

Simon Van Eyndhoven, Alexander Bertrand, Tom Francart, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

EEG in response to running speech: applications in diagnostics and noise suppression

Simon Van Eyndhoven, Jan Wouters, Alexander Bertrand, 2016 .

EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters

Simon Van Eyndhoven, Alexander Bertrand, Tom Francart, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Identifying Stable Components of Matrix /Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity

Simon Van Eyndhoven, Nico Vervliet, Sabine Van Huffel, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization

Simon Van Eyndhoven, Sabine Van Huffel, Lieven De Lathauwer, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

SINGLE-CHANNEL EEG CLASSIFICATION BY MULTI-CHANNEL TENSOR SUBSPACE LEARNING AND REGRESSION

Simon Van Eyndhoven, Sabine Van Huffel, Lieven De Lathauwer, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data

Simon Van Eyndhoven, S. Huffel, P. Dupont, 2020, NeuroImage.

Joint Estimation of Hemodynamic Response and Stimulus Function in Functional Ultrasound Using Convolutive Mixtures

Simon Van Eyndhoven, S. Koekkoek, P. Kruizinga, 2020, 2020 54th Asilomar Conference on Signals, Systems, and Computers.