A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees. - Alexander G. Trofimov; Sergei L. Shishkin; Bogdan L. Kozyrskiy; Boris M. Velichkovsky (BICA, 2017)

Passive Detection of feedback Expectation: towards Fluent Hybrid eye-brain-Computer Interfaces. - Yuri O. Nuzhdin; Sergei L. Shishkin; Anastasia A. Fedorova; Bogdan L. Kozyrskiy; Alexei A. Medyntsev; Evgeny P. Svirin; Olesya V. Korsun; Ignat A. Dubynin; Alexander G. Trofimov; Boris M. Velichkovsky (GBCIC, 2017)

The Expectation Based Eye-Brain-Computer Interface: An Attempt of Online Test. - Yuri O. Nuzhdin; Sergei L. Shishkin; Anastasia A. Fedorova; Alexander G. Trofimov; Evgeny P. Svirin; Bogdan L. Kozyrskiy; Alexei A. Medyntsev; Ignat A. Dubynin; Boris M. Velichkovsky (BCIforReal@IUI, 2017)

Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network. - Bogdan L. Kozyrskiy; Anastasia O. Ovchinnikova; Alena D. Moskalenko; Boris M. Velichkovsky; Sergei L. Shishkin (BICA, 2018)

Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network. - Bogdan L. Kozyrskiy; Anastasia O. Ovchinnikova; Sergei L. Shishkin (SMC, 2018)

An expectation-based EEG marker for the selection of moving objects with gaze. - Darisy G. Zhao; Anatoly N. Vasilyev; Bogdan L. Kozyrskiy; Andrey V. Isachenko; Eugeny V. Melnichuk; Boris M. Velichkovsky; Sergei L. Shishkin (GBCIC, 2019)

Locally Smoothed Gaussian Process Regression. - Davit Gogolashvili; Bogdan L. Kozyrskiy; Maurizio Filippone (KES, 2022)

Variational Bootstrap for Classification. - Bogdan L. Kozyrskiy; Dimitrios Milios; Maurizio Filippone (KES, 2022)

Imposing Functional Priors on Bayesian Neural Networks. - Bogdan L. Kozyrskiy; Dimitrios Milios; Maurizio Filippone (ICPRAM, 2023)

Bayesian Opportunities for Brain-Computer Interfaces: Enhancement of the Existing Classification Algorithms and Out-of-Domain Detection. - Egor I. Chetkin; Sergei L. Shishkin; Bogdan L. Kozyrskiy (Algorithms, 2023)

Exploring the Intersection of Bayesian Deep Learning and Gaussian Processes. (Explorer l'intersection entre l'apprentissage profond bayésien et les processus gaussiens). - Bogdan L. Kozyrskiy (2023)

EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs. - Daniil A. Berdyshev; Artem M. Grachev; Sergei L. Shishkin; Bogdan L. Kozyrskiy (CoRR, 2024)