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Emmanuel K. Kalunga
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Online SSVEP-based BCI using Riemannian geometry
EK Kalunga, S Chevallier, Q Barthélemy, K Djouani, E Monacelli, ...
Neurocomputing 191, 55-68, 2016
1172016
Review of Riemannian distances and divergences, applied to SSVEP-based BCI
S Chevallier, EK Kalunga, Q Barthélemy, E Monacelli
Neuroinformatics 19 (1), 93-106, 2021
412021
SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances
E Kalunga, K Djouani, Y Hamam, S Chevallier, E Monacelli
2013 Africon, 1-5, 2013
342013
Brain processes while struggling with evidence accumulation during facial emotion recognition: An ERP study
YF Yang, E Brunet-Gouet, M Burca, EK Kalunga, MA Amorim
Frontiers in Human Neuroscience 14, 340, 2020
252020
Kernel density estimation on spaces of Gaussian distributions and symmetric positive definite matrices
E Chevallier, E Kalunga, J Angulo
SIAM Journal on Imaging Sciences 10 (1), 191-215, 2017
252017
From Euclidean to Riemannian means: Information geometry for SSVEP classification
EK Kalunga, S Chevallier, Q Barthélemy, K Djouani, Y Hamam, ...
Geometric Science of Information: Second International Conference, GSI 2015 …, 2015
242015
Hybrid interface: Integrating BCI in multimodal human-machine interfaces
EK Kalunga, S Chevallier, O Rabreau, E Monacelli
2014 IEEE/ASME International Conference on Advanced Intelligent Mechatronics …, 2014
212014
Data augmentation in Riemannian space for brain-computer interfaces
E Kalunga, S Chevallier, Q Barthélemy
STAMLINS, 2015
192015
Transfer learning for SSVEP-based BCI using Riemannian similarities between users
EK Kalunga, S Chevallier, Q Barthélemy
2018 26th European Signal Processing Conference (EUSIPCO), 1685-1689, 2018
172018
Riemannian classification for SSVEP-based BCI: Offline versus online implementations
S Chevallier, EK Kalunga, Q Barthélemy, F Yger
Brain–Computer Interfaces Handbook, 371-396, 2018
122018
Using Riemannian geometry for SSVEP-based brain computer interface
EK Kalunga, S Chevallier, Q Barthélemy
arXiv preprint arXiv:1501.03227, 2015
62015
Online frequency band estimation and change-point detection
Z Tiganj, M Mboup, S Chevallier, E Kalunga
2012 1st International Conference on Systems and Computer Science (ICSCS), 1-6, 2012
62012
Mother of all BCI Benchmarks, 2023
B Aristimunha, I Carrara, P Guetschel, S Sedlar, P Rodrigues, J Sosulski, ...
URL https://github. com/NeuroTechX/moabb, 0
5
Development of A Brain Computer Interface (BCI) based intention detection approach for persons with limited neuro-muscular control
EK Kalunga
Tshwane University of Technology, 2013
12013
Vers des interfaces cérébrales adaptées aux utilisateurs: interaction robuste et apprentissage statistique basé sur la géométrie riemannienne
E Kalunga
Université Paris Saclay (COmUE); Tshwane University of Technology, 2017
2017
Toward user-adapted brain computer interfaces: robust interaction and machine learning based on Riemannian geometry.
EK Kalunga
2017
Online SSVEP-based BCIusing Riemannian Geometry
Y Hamam, K Djouani, Q Barthelemy, EK Kalunga, S Chevallier, ...
Elsevier, 2016
2016
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