Recursive N-way partial least squares for brain-computer interface A Eliseyev, T Aksenova PloS one 8 (7), e69962, 2013 | 24 | 2013 |
Iterative N-way partial least squares for a binary self-paced brain–computer interface in freely moving animals A Eliseyev, C Moro, T Costecalde, N Torres, S Gharbi, C Mestais, ... Journal of neural engineering 8 (4), 046012, 2011 | 24 | 2011 |
Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution N Poh, D Windridge, V Mottl, A Tatarchuk, A Eliseyev IEEE Transactions on Information Forensics and Security 5 (3), 461-469, 2010 | 23 | 2010 |
Stable and artifact-resistant decoding of 3D hand trajectories from ECoG signals using the generalized additive model A Eliseyev, T Aksenova Journal of neural engineering 11 (6), 066005, 2014 | 21 | 2014 |
L1-penalized N-way PLS for subset of electrodes selection in BCI experiments A Eliseyev, C Moro, J Faber, A Wyss, N Torres, C Mestais, AL Benabid, ... Journal of neural engineering 9 (4), 045010, 2012 | 20 | 2012 |
Selectivity supervision in combining pattern-recognition modalities by feature-and kernel-selective Support Vector Machines A Tatarchuk, V Mottl, A Eliseyev, D Windridge 2008 19th International Conference on Pattern Recognition, 1-4, 2008 | 17 | 2008 |
Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury J Claassen, K Doyle, A Matory, C Couch, KM Burger, A Velazquez, ... New England Journal of Medicine 380 (26), 2497-2505, 2019 | 15 | 2019 |
Deep brain stimulation: BCI at large, where are we going to? AL Benabid, T Costecalde, N Torres, C Moro, T Aksenova, A Eliseyev, ... Progress in brain research 194, 71-82, 2011 | 15 | 2011 |
Penalized multi-way partial least squares for smooth trajectory decoding from electrocorticographic (ECoG) recording A Eliseyev, T Aksenova PloS one 11 (5), e0154878, 2016 | 14 | 2016 |
CLINATEC®BCI platform based on the ECoG-recording implant WIMAGINE®and the innovative signal-processing: Preclinical results A Eliseyev, C Mestais, G Charvet, F Sauter, N Abroug, N Arizumi, ... 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 13 | 2014 |
The neutral point method for kernel-based combination of disjoint training data in multi-modal pattern recognition D Windridge, V Mottl, A Tatarchuk, A Eliseyev International Workshop on Multiple Classifier Systems, 13-21, 2007 | 11 | 2007 |
Recursive multi-way PLS for adaptive calibration of brain computer interface system A Eliseyev, AL Benabid, T Aksenova International Conference on Artificial Neural Networks, 17-24, 2011 | 8 | 2011 |
Uncovering consciousness in unresponsive ICU patients: technical, medical and ethical considerations B Rohaut, A Eliseyev, J Claassen Critical Care 23 (1), 78, 2019 | 7 | 2019 |
Recursive Exponentially Weighted N-way Partial Least Squares Regression with Recursive-Validation of Hyper-Parameters in Brain-Computer Interface Applications A Eliseyev, V Auboiroux, T Costecalde, L Langar, G Charvet, C Mestais, ... Scientific Reports 7 (1), 16281, 2017 | 6 | 2017 |
An exoskeleton controlled by an epidural wireless brain–machine interface in a tetraplegic patient: a proof-of-concept demonstration AL Benabid, T Costecalde, A Eliseyev, G Charvet, A Verney, S Karakas, ... The Lancet Neurology 18 (12), 1112-1122, 2019 | 4 | 2019 |
Classification of multi-modal data in a self-paced binary BCI in freely moving animals A Eliseyev, J Faber, T Aksenova 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 4 | 2011 |
Kernel-based NPLS for continuous trajectory decoding from ECoG data for BCI applications S Engel, T Aksenova, A Eliseyev International Conference on Latent Variable Analysis and Signal Separation …, 2017 | 3 | 2017 |
Hand movement decoding from magnetoencephalographic signals for BCI applications MC Schaeffer, E Labyt, V Rohu, N Tarrin, I Vergara, S Cokgungor, ... Neurophysiologie Clinique/Clinical Neurophysiology 46 (2), 104, 2016 | 3 | 2016 |
A Long‐Term BCI Study With ECoG Recordings in Freely Moving Rats T Costecalde, T Aksenova, N Torres‐Martinez, A Eliseyev, C Mestais, ... Neuromodulation: Technology at the Neural Interface 21 (2), 149-159, 2018 | 2 | 2018 |
Method of Calibrating and Operating a Direct Neural Interface System TS Aksenova, A Yelisyeyev US Patent App. 14/352,511, 2014 | 2 | 2014 |