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 | 78 | 2019 |
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 | 60 | 2019 |
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 | 28 | 2012 |
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 | 28 | 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 | 28 | 2010 |
Recursive N-way partial least squares for brain-computer interface A Eliseyev, T Aksenova PloS one 8 (7), e69962, 2013 | 26 | 2013 |
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 | 24 | 2014 |
Penalized multi-way partial least squares for smooth trajectory decoding from electrocorticographic (ECoG) recording A Eliseyev, T Aksenova PloS one 11 (5), e0154878, 2016 | 22 | 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 | 20 | 2014 |
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 | 20 | 2008 |
Uncovering consciousness in unresponsive ICU patients: technical, medical and ethical considerations B Rohaut, A Eliseyev, J Claassen Annual Update in Intensive Care and Emergency Medicine 2019, 431-446, 2019 | 16 | 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 | 16 | 2011 |
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 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 | 9 | 2017 |
Deep structural brain lesions associated with consciousness impairment early after hemorrhagic stroke B Rohaut, KW Doyle, AS Reynolds, K Igwe, C Couch, A Matory, B Rizvi, ... Scientific reports 9 (1), 1-9, 2019 | 8 | 2019 |
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 | 8 | 2018 |
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 |
Direct neural interface system and method of calibrating it T Aksenova, A Yelisyeyev US Patent 9,480,583, 2016 | 7 | 2016 |
Personalized adaptive instruction design (PAID) for brain–computer interface using reinforcement learning and deep learning: simulated data study A Eliseyev, T Aksenova Brain-Computer Interfaces 6 (1-2), 36-48, 2019 | 4 | 2019 |
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 | 4 | 2017 |