Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications

Khadijeh Sadatnejad , Aline Roc , Lea Pillette , Aurelien appriou
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1364 -1368

1
2020
A user-centred approach to unlock the potential of non-invasive BCIs: an unprecedented international translational effort

F Cabestaing , Camille Jeunet , Gernot Muller-Putz , S. Enriquez-Geppert
CHIST-ERA CONFERENCE 2020

2020
EEG neurofeedback research A fertile ground for psychiatry

J.-M. Batail , S. Bioulac , F. Cabestaing , C. Daudet
Encephale-revue De Psychiatrie Clinique Biologique Et Therapeutique 45 ( 3) 245 -255

36
2019
PEANUT: Personalised Emotional Agent for Neurotechnology User-Training

Camille Jeunet , Roger Nkambou , Fabien Lotte , Bernard N'Kaoua
7th International BCI Conference

4
2017
Toward distinguishing the different types of attention using EEG signals

Fabien Lotte , Andrzej Cichocki , Bernard N'Kaoua , Léa Pillette
Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018)

2
2018
Toward understanding the influence of the experimenter on BCI performance

Fabien Lotte , Léa Pillette , Aline Roc
Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018)

2018
BCPy, an open-source python platform for offline EEG signals decoding and analysis

Fabien Lotte , Andrzej Cichocki , Andrzej Cichocki , Aurélien Appriou
Interntional BCI Meeting

2018
Do experimenters have an influence on MI-BCI user training?

Fabien Lotte , Bernard N'Kaoua , Léa Pillette , Aline Roc
Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019)

2019
Impact of MI-BCI feedback for post-stroke and neurotypical people

Camille Jeunet , Fabien Lotte , Bernard N'Kaoua , Bertrand Glize
Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019)

2019
Classification of attention types in EEG signals

Fabien Lotte , Andrzej Cichocki , Andrzej Cichocki , Aurélien Appriou
7th International BCI Meeting

2018
Inria Research & Development for the Cybathlon BCI series

Camille Jeunet , Théodore Papadopoulo , Fabien Lotte , Aurélien Appriou
8th Graz Brain-Computer Interface Conference 2019

2019
Experimenters' Influence on Mental-Imagery based Brain-Computer Interface User Training

Fabien Lotte , Bernard N’Kaoua , Léa Pillette , Aline Roc
International Journal of Human-computer Studies \/ International Journal of Man-machine Studies 149 102603

20
2021
Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training

Fabien Lotte , Bernard N’Kaoua , Bertrand Glize , Léa Pillette
Multimodal Technologies and Interaction 5 ( 3) 12

2021
Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training.

Fabien Lotte , Fabien Lotte , Aurélien Appriou , Aurélien Appriou
Frontiers in Human Neuroscience 15 635653 -635653

2021
Why we should systematically assess, control and report somatosensory impairments in BCI-based motor rehabilitation after stroke studies

Léa Pillette , Fabien Lotte , Bernard N’Kaoua , Pierre-Alain Joseph
NeuroImage: Clinical 28 102417

3
2020
A physical learning companion for Mental-Imagery BCI User Training

Léa Pillette , Camille Jeunet , Boris Mansencal , Roger N’Kambou
International Journal of Human-computer Studies \/ International Journal of Man-machine Studies 136 102380

3
2020
When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces

Jérémy Frey , Jelena Mladenović , Fabien Lotte , Camille Jeunet
human factors in computing systems 1253 -1256

2
2017
A review of user training methods in brain computer interfaces based on mental tasks.

Aline Roc , Léa Pillette , Jelena Mladenovic , Camille Benaroch
Journal of Neural Engineering 18 ( 1) 011002

56
2021
A systematic review of navigation assistance systems for people with dementia

Léa Pillette , Guillaume Moreau , Jean-Marie Normand , Manon Perrier
IEEE transactions on visualization and computer graphics 29 ( 4) 2146 -2165

10
2022