Gif-sur-Yvette, France

Sylvain Chevallier

Elite
@sylvchev

Machine learning, time series prediction, sustainability, little bits of geometry, teaching and open source.

sylvchev.github.io/

dataset-ssvep-exoskeleton. SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either controlled with a touchless interface detecting hand poses or with BCI.

47

simple_esn. simple Echo State Networks integrated with scikit-learn

27

mdla. Multivariate Dictionary Learning Algorithm

27

beetl-competition. Code helper for BEETL competition

12

riemannianPCA. Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation

11

coursIntroPython. Cours d'introduction au langage Python, inspiré du tutoriel Python traduit en français.

10

asap-p300-bci. Home for the code of ASAP, an end-to-end P300 BCI approach using Bayesian accumulation of Riemannian probabilities

7

PyRiemann-openBLAS. Rewriting pyriemann toolbox for optimized computation.

5

wcci-rgcon. Submission for WCCI using RG on connectivity features

4

moabb_minischool. Minischool on MOABB

4

latex-template-uvsq-saclay. Canevas ou template LaTeX pour écrire sa thèse, avec le style de l'Université Paris-Saclay

3

Online-SSVEP. Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm

2

dataset-ssvep-led. SSVEP-based BCI recording of 4 subjects.

1

coursMLpython. Cours d'apprentissage artificiel et de fouille de données avec Python

1

mdm-transfer. Codebase for transfer learning in Riemannian BCI

1

pyRiemann. Python package for covariance matrices manipulation and Biosignal classification

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