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Servaas Vandecappelle
Servaas Vandecappelle
PhD Researcher
Verificeret mail på kuleuven.be
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Electroencephalography-based auditory attention decoding: Toward neurosteered hearing devices
S Geirnaert, S Vandecappelle, E Alickovic, A De Cheveigne, E Lalor, ...
IEEE Signal Processing Magazine 38 (4), 89-102, 2021
952021
EEG-based detection of the locus of auditory attention with convolutional neural networks
S Vandecappelle, L Deckers, N Das, AH Ansari, A Bertrand, T Francart
Auditory EEG Signal Processing symposium, Date: 2019/09/16-2019/09/18 …, 2019
922019
Neuro-steered hearing devices: decoding auditory attention from the brain
S Geirnaert, S Vandecappelle, E Alickovic, A de Cheveigné, E Lalor, ...
arXiv e-prints, arXiv: 2008.04569, 2020
132020
Neetha Das, Amir Hossein Ansari, Alexander Bertrand, and Tom Francart. 2021. EEG-based detection of the locus of auditory attention with convolutional neural networks
S Vandecappelle, L Deckers
Elife 10, e56481, 2021
62021
EEG-based auditory attention decoding: Towards neuro-steered hearing devices
S Geirnaert, S Vandecappelle, E Alickovic, A de Cheveigné, E Lalor, ...
arXiv preprint arXiv:2008.04569, 2020
62020
Eeg-based detection of the attended speaker and the locus of auditory attention with cnns
S Vandecappelle, L Deckers, N Das, A Ansari, A Bertrand, T Francart
DeepLearn 2019, Date: 2019/07/22-2019/07/26, Location: Warsaw, PL, 2019
32019
Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain? Machine Interface Adaptation
S Geirnaert, S Vandecappelle, E Alickovic, A de Cheveigne, E Lalor, ...
IEEE signal processing magazine (Print) 38 (4), 89-102, 2021
2021
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices
S Geirnaert, S Vandecappelle, E Alickovic, A de Cheveigné, E Lalor, ...
IEEE Signal Processing Magazine 38 (4), 89-102, 2021
2021
A Comparative Study of Auditory Attention Decoding Algorithms
S Geirnaert, S Vandecappelle, T Francart, A Bertrand
Auditory EEG Signal Processing (AESoP) Symposium, Date: 2019/09/16-2019/09 …, 2019
2019
Assessing Auditory Attention Decoding Algorithms for Gain Control in Neuro-Steered Hearing Aids
S Geirnaert, S Vandecappelle, A Bertrand, T Francart
International Hearing Instruments Developer Forum 2019, Date: 2019/06/13 …, 2019
2019
Towards Neuro-Steered Hearing Prostheses
S Geirnaert, S Vandecappelle, N Das, T Francart, A Bertrand
f-TALES: Neuro Sense & Sense-ability, Date: 2019/04/01-2019/04/02, Location …, 2019
2019
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