Alexandre Barachant

发表

Riemannian Geometry Applied to BCI Classification

Christian Jutten, Alexandre Barachant, Stéphane Bonnet, 2010, LVA/ICA.

A Plug&Play P300 BCI Using Information Geometry pdf

Alexandre Barachant, Marco Congedo, M. Congedo, 2014, ArXiv.

Classification of covariance matrices using a Riemannian-based kernel for BCI applications

Christian Jutten, Alexandre Barachant, Stéphane Bonnet, 2013, Neurocomputing.

MOABB: trustworthy algorithm benchmarking for BCIs

Vinay Jayaram, Alexandre Barachant, A. Barachant, 2018, Journal of neural engineering.

BCI Signal Classification using a Riemannian-based kernel

Christian Jutten, Alexandre Barachant, Stéphane Bonnet, 2012, ESANN.

Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices

Alexandre Barachant, Marco Congedo, Ehsan Kharati Koopaei, 2017, IEEE Trans. Signal Process..

Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Brian Litt, Feng Li, Alexandre Barachant, 2018, Brain : a journal of neurology.

"Brain Invaders 2" : an open source Plug & Play multi-user BCI videogame

Christian Jutten, Alexandre Barachant, Marco Congedo, 2016 .

A closed-form unsupervised geometry-aware dimensionality reduction method in the Riemannian Manifold of SPD matrices

Christian Jutten, Alexandre Barachant, Marco Congedo, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Ensembling crowdsourced seizure prediction algorithms using long‐term human intracranial EEG

Alexandre Barachant, Levin Kuhlmann, Feng Li, 2019, Epilepsia.

Multiclass Brain–Computer Interface Classification by Riemannian Geometry

Christian Jutten, Alexandre Barachant, Stéphane Bonnet, 2012, IEEE Transactions on Biomedical Engineering.

Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge

J. R. King, Girijesh Prasad, Alexandre Barachant, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Using Data From the Microsoft Kinect 2 to Quantify Upper Limb Behavior: A Feasibility Study

Alexandre Barachant, David Putrino, K. Zoe Tsagaris, 2017, IEEE Journal of Biomedical and Health Informatics.

Spatial filtering optimisation in motor imagery EEG-based BCI

Alexandre Barachant, Stéphane Bonnet, Tetiana Aksenova, 2008 .

Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

Alexandre Barachant, Marco Congedo, Rajendra Bhatia, 2017 .

Recreational Applications of OpenViBE: Brain Invaders and Use-the-Force

Fabien Lotte, Alexandre Barachant, Marco Congedo, 2016 .

Common Spatial Pattern revisited by Riemannian geometry

Christian Jutten, Alexandre Barachant, Stéphane Bonnet, 2010, 2010 IEEE International Workshop on Multimedia Signal Processing.

Riemannian Geometry Boosts Representational Similarity Analyses of Dense Neural Time Series

Alexandre Barachant, Jean-Rémi King, A. Barachant, 2017, bioRxiv.