Добро пожаловать на сайт группы нейрокогнитивных интерфейсов МЭГ-центра Московского государственного психолого-педагогического университета (МГППУ)!
Welcome to the Neurocognitive Intrefaces Group at Moscow MEG Center, Moscow State University of Psychology and Education!
We study human physiology and cognition in human-machine interaction, especially in interaction via brain-computer interfaces (BCIs) and in gaze-based interaction. We also develop advanced non-invasive BCIs, including the highly integrated “eye-brain-computer interfaces” (EBCIs).
Research areas
(Cand. Biol. Sci.)
Group Leader
Leading Research Scientist
(Cand. Biol. Sci.)
Senior Research Scientist
(Cand. Psychol. Sci.)
Senior Research Scientist
(biology)
Senior Research Scientist
Junior Research Scientist
(& PhD student
at Kurchatov Inst.)
Junior Research Scientist
(& PhD student,
Lomonosov Moscow State U.)
Junior Research Scientist
(& PhD Student, Lomonosov Moscow State U.)
Junior Research Scientist
Trainee
(& PhD Student, Lomonosov Moscow State U.)
Trainee
(& MS Student at MIPT (PhysTech))
Current collaborators
- Artem M. Grachev
- Nikita P. Fedosov
- Alexander Y. Kaplan
- Bogdan L. Kozyrskiy
- Yuri O. Nuzhdin
- Alexei E. Ossadtchi
Recent publications
- Berdyshev D.A., Grachev A.M., Shishkin S.L., Kozyrskiy B.L. (2023) Meta-optimization of initial weights for more effective few- and zero-shot learning in BCI classification. 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB). Novosibirsk, Russian Federation, 28-30 September 2023. Pp. 263-267. https://doi.org/10.1109/CSGB60362.2023.10329624
- Yashin A.S. A challenge for bringing a BCI closer to motor control: the “interface uncanny valley” hypothesis. 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB). Novosibirsk, Russian Federation, 28-30 September 2023. Pp. 242-247. https://doi.org/10.1109/CSGB60362.2023.10329830
- Shevtsova Y.G., Vasilyev A.N., Shishkin S.L. Machine learning for gaze-based selection: performance assessment without explicit labeling. In: M. Kurosu et al. HCI International 2023 – Late Breaking Papers. HCII 2023. Lecture Notes in Computer Science, vol. 14054, pp. 311–322. Springer, Cham, 25 November 2023. https://doi.org/10.1007/978-3-031-48038-6_19
- Chetkin E.I., Shishkin S.L., Kozyrskiy B.L. Bayesian opportunities for brain–computer interfaces: enhancement of the existing classification algorithms and out-of-domain detection. Algorithms, 16(9):429, 8 September 2023. https://doi.org/10.3390/a16090429 (Open Access)
- Yashin A.S., Shishkin S.L., Vasilyev A.N. (2023) Is there a continuum of agentive awareness across physical and mental actions? The case of quasi-movements. Consciousness and Cognition, 112:103531. https://doi.org/10.1016/j.concog.2023.103531 Preprint (PsyArXiv): https://doi.org/10.31234/osf.io/b6hw4 (Open Access)
- Vasilyev A.N., Yashin A.S., Shishkin S.L. (2023) Quasi-movements and “quasi-quasi-movements”: Does residual muscle activation matter? Life, 13(2):303. 23 pages. https://doi.org/10.3390/life13020303 (Open Access)
Current projects
- – RSF 22-19-00528 “Fluent human-machine interaction based on expectation and intention markers: neurophysiological and neuroengineering foundations”
- – Prioritet 2030
Media
- Сергей Шишкин: Будущее нейроинтерфейсов, обнаружение намерений, коэволюция человечества и AI. В подкасте Марка Девельмана Den of Rich #758, 26.3.2023. YouTube, Apple podcast, Spotify, Google podcast. Таймкоды см. тут.
- В МГППУ изучили квазидвижения — необычный феномен с перспективами использования в интерфейсах мозг-компьютер. Naked Science, 3.3.2023.
- Лучше пытаться, чем воображать: предложен подход к управлению интерфейсами мозг-компьютер. Пресс-релиз РНФ, 2.3.2023.
- Перспективы нейроинтерфейсов. Сергей Шишкин в программе Марины Аствацатурян «Медицина в контексте» на Первом медицинском канале, 27.05.2022.
