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Alexandre Barachant
Alexandre Barachant
research scientist - CTRL-Labs - NY - USA
Email confirmado em med.cornell.edu - Página inicial
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Multi-class Brain Computer Interface Classification by Riemannian Geometry
A Barachant, S Bonnet, M Congedo, C Jutten
Biomedical Engineering, IEEE Transactions on 59 (4), 920-928, 2012
8102012
Classification of covariance matrices using a Riemannian-based kernel for BCI applications
A Barachant, S Bonnet, M Congedo, C Jutten
Neurocomputing 112, 172-178, 2013
4612013
Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review
M Congedo, A Barachant, R Bhatia
Brain-Computer Interfaces 4 (3), 155-174, 2017
4162017
Riemannian geometry applied to BCI classification
A Barachant, S Bonnet, M Congedo, C Jutten
International conference on latent variable analysis and signal separation …, 2010
2402010
Epilepsyecosystem. org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG
L Kuhlmann, P Karoly, DR Freestone, BH Brinkmann, A Temko, ...
Brain 141 (9), 2619-2630, 2018
1802018
MOABB: trustworthy algorithm benchmarking for BCIs
V Jayaram, A Barachant
Journal of neural engineering 15 (6), 066011, 2018
1632018
A plug&play P300 BCI using information geometry
A Barachant, M Congedo
arXiv preprint arXiv:1409.0107, 2014
1542014
A new generation of brain-computer interface based on riemannian geometry
M Congedo, A Barachant, A Andreev
arXiv preprint arXiv:1310.8115, 2013
1022013
Common spatial pattern revisited by Riemannian geometry
A Barachant, S Bonnet, M Congedo, C Jutten
2010 IEEE international workshop on multimedia signal processing, 472-476, 2010
992010
The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometry
A Barachant, A Andreev, M Congedo
TOBI Workshop lV, 19-20, 2013
802013
Channel selection procedure using Riemannian distance for BCI applications
A Barachant, S Bonnet
2011 5th International IEEE/EMBS Conference on Neural Engineering, 348-351, 2011
802011
Method and a system for classifying neural signals, and a method of selecting electrodes for direct neural control
A Barachant, S Bonnet
US Patent 8,880,163, 2014
642014
Effect of sensory and motor connectivity on hand function in pediatric hemiplegia
D Gupta, A Barachant, AM Gordon, C Ferre, HC Kuo, JB Carmel, KM Friel
Annals of neurology 82 (5), 766-780, 2017
562017
Fixed point algorithms for estimating power means of positive definite matrices
M Congedo, A Barachant, EK Koopaei
IEEE Transactions on Signal Processing 65 (9), 2211-2220, 2017
452017
Approximate joint diagonalization and geometric mean of symmetric positive definite matrices
M Congedo, B Afsari, A Barachant, M Moakher
PloS one 10 (4), e0121423, 2015
452015
Techniques for anonymizing neuromuscular signal data
P Kaifosh, T Giurgica-Tiron, S Kober, A Al-natsheh, A Barachant
US Patent 10,504,286, 2019
412019
Calibration techniques for handstate representation modeling using neuromuscular signals
P Kaifosh, T Giurgica-Tiron, A Berenzweig, S Kober, A Al-natsheh, ...
US Patent 10,496,168, 2019
412019
Using data from the Microsoft Kinect 2 to determine postural stability in healthy subjects: A feasibility trial
B Dehbandi, A Barachant, AH Smeragliuolo, JD Long, SJ Bumanlag, ...
PloS one 12 (2), e0170890, 2017
362017
Brain-computer interface for the communication of acute patients: a feasibility study and a randomized controlled trial comparing performance with healthy participants and a …
L Mayaud, S Cabanilles, A Van Langhenhove, M Congedo, A Barachant, ...
Brain-Computer Interfaces 3 (4), 197-215, 2016
362016
Encoding and decoding neuronal dynamics: Methodological framework to uncover the algorithms of cognition
JR King, A Gramfort
352018
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