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Bogdan Kozyrskiy
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EEG negativity in fixations used for gaze-based control: Toward converting intentions into actions with an eye-brain-computer interface
SL Shishkin, YO Nuzhdin, EP Svirin, AG Trofimov, AA Fedorova, ...
Frontiers in neuroscience 10, 229388, 2016
722016
A passive BCI for monitoring the intentionality of the gaze-based moving object selection
DG Zhao, AN Vasilyev, BL Kozyrskiy, EV Melnichuk, AV Isachenko, ...
Journal of Neural Engineering 18 (2), 026001, 2021
92021
Improving eye-brain-computer interface performance by using electroencephalogram frequency components
S Shishkin, BL Kozyrskiy, AG Trofimov, YO Nuzhdin, AA Fedorova, ...
Bulletin of Russian State Medical University, 36-41, 2016
92016
A greedy feature selection algorithm for brain-computer interface classification committees
AG Trofimov, SL Shishkin, BL Kozyrskiy, BM Velichkovsky
Procedia computer science 123, 488-493, 2018
82018
The expectation based eye-brain-computer interface: an attempt of online test
YO Nuzhdin, SL Shishkin, AA Fedorova, AG Trofimov, EP Svirin, ...
Proceedings of the 2017 ACM Workshop on An Application-oriented Approach to …, 2017
82017
Passive detection of feedback expectation: Towards fluent hybrid eye-brain-computer interfaces.
YO Nuzhdin, SL Shishkin, AA Fedorova, BL Kozyrskiy, AA Medyntsev, ...
GBCIC, 2017
82017
MEG-based detection of voluntary eye fixations used to control a computer
AO Ovchinnikova, AN Vasilyev, IP Zubarev, BL Kozyrskiy, SL Shishkin
Frontiers in Neuroscience 15, 619591, 2021
72021
Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network
BL Kozyrskiy, AO Ovchinnikova, AD Moskalenko, BM Velichkovsky, ...
Procedia computer science 145, 293-299, 2018
52018
EEG potentials related to moving object selection with gaze: A possible basis for more flexible eye-brain-computer interfaces
DG Zhao, AV Isachenko, EV Melnichuk, BL Kozyrskiy, SL Shishkin
Opera Medica et Physiologica 4 (Suppl. 1), 109-110, 2018
42018
Locally Smoothed Gaussian Process Regression
D Gogolashvili, B Kozyrskiy, M Filippone
Procedia Computer Science 207, 2717-2726, 2022
32022
Bayesian opportunities for brain–computer interfaces: Enhancement of the existing classification algorithms and out-of-domain detection
EI Chetkin, SL Shishkin, BL Kozyrskiy
Algorithms 16 (9), 429, 2023
22023
Variational Bootstrap for Classification
B Kozyrskiy, D Milios, M Filippone
Procedia Computer Science 207, 1222-1231, 2022
22022
Binarization for Optical Processing Units via REINFORCE
B Kozyrskiy, I Poli, R Ohana, L Daudet, I Carron, M Filippone
Proceedings of the 3rd International Conference on Advances in Signal …, 2021
12021
An expectation-based EEG marker for the selection of moving objects with gaze.
DG Zhao, AN Vasilyev, BL Kozyrskiy, AV Isachenko, EV Melnichuk, ...
GBCIC, 2019
12019
EEG-based classification of the intentional and spontaneous selection of moving objects with gaze
D Zhao, A Vasilyev, B Kozyrsky, E Melnichuk, S Shishkin
THE 5TH INTERNATIONAL CONFERENCE BCI: SCIENCE AND PRACTICE. SAMARA 2019, 46-47, 2019
12019
Meta-Optimization of Initial Weights for More Effective Few-and Zero-Shot Learning in BCI Classification
DA Berdyshev, AM Grachev, SL Shishkin, BL Kozyrskiy
2023 IEEE Ural-Siberian Conference on Computational Technologies in …, 2023
2023
Exploring the Intersection of Bayesian Deep Learning and Gaussian Processes
B Kozyrskiy
Sorbonne université, 2023
2023
Imposing Functional Priors on Bayesian Neural Networks.
BL Kozyrskiy, D Milios, M Filippone
ICPRAM, 450-457, 2023
2023
Learning Binary Data Representation for Optical Processing Units
B Kozyrskiy, M Filippone, I Poli, R Ohana, L Daudet, I Carron
Sensors & Transducers 256 (2), 1-11, 2022
2022
Single-trial MEG classification for the detection of the intentional eye dwells
AO Ovchinnikova, AN Vasilyev, IP Zubarev, BL Kozyrskiy, SL Shishkin
2021
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