Sparse Representation and Its Applications in Blind Source Separation. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari; Sergei L. Shishkin; Jianting Cao; Fanji Gu (NIPS, 2003)

Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. - François B. Vialatte; Andrzej Cichocki; Gérard Dreyfus; Toshimitsu Musha; Sergei L. Shishkin; Rémi Gervais (ICANN (1), 2005)

Adapting the P300-Based Brain-Computer Interface for Gaming: A Review. - Alexander Kaplan; Sergei L. Shishkin; Ilya P. Ganin; Ivan A. Basyul; Alexander Y. Zhigalov (IEEE Trans. Comput. Intell. AI Games, 2013)

Gaze based robot control: The communicative approach. - Anastasia A. Fedorova; Sergei L. Shishkin; Yuri O. Nuzhdin; Boris M. Velichkovsky (NER, 2015)

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)

The Pursuing Gaze Beats Mouse in Non-Pop-Out Target Selection. - Sergei L. Shishkin; Boris M. Velichkovsky; Eugeny V. Melnichuk; Ignat A. Dubynin; Darisy G. Zhao; Andrey V. Isachenko (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)

Machine Learning for Gaze-Based Selection: Performance Assessment Without Explicit Labeling. - Yulia G. Shevtsova; Anatoly N. Vasilyev; Sergei L. Shishkin (HCI (48), 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)

Can Quasi-Movements be Used as a Model of the BCI Based on Attempted Movements? - Artem S. Yashin; Anatoly N. Vasilyev; Yulia G. Shevtsova; Sergei L. Shishkin (SMC, 2024)

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)

Supporting Gaze-Based Interaction in a Visually Rich and Dynamic Environment with Machine Learning: An Online Study. - Yulia G. Shevtsova; Artem S. Yashin; Sergei L. Shishkin; Anatoly N. Vasilyev (ETRA, 2025)

Combining Intuitive Gaze-Based Control with EEG-Based Detection of Motor Imagery and Quasi-Movements. - Artem S. Yashin; Yulia G. Shevtsova; Evgeny P. Svirin; Anatoly N. Vasilyev; Sergei L. Shishkin (ETRA, 2025)

Disentangling High-Paced Alternating I/O in Gaze-Based Interaction. - Yulia G. Shevtsova; Artem S. Yashin; Sergei L. Shishkin; Anatoly N. Vasilyev (IEEE Access, 2025)