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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, especially the highly integrated “eye-brain-computer interfaces” (EBCIs), as well as alternatives to motor imagery in BCI and new approaches to enhance gaze interaction.

Research areas

Advanced/hybrid EEG/MEG BCIs

Attempted- and quasi-movements vs. motor imagery

Gaze interaction

OPM MEG

Intention, action, agency, consciousness

Sergei L. Shishkin, PhD
(Cand. Biol. Sci.)
Group Leader
Leading Research Scientist
shishkinsl@mgppu.ru
sergshishkin@mail.ru
Anatoly N. Vasilyev, PhD
(Cand. Biol. Sci.)
Senior Research Scientist
Ignat A. Dubynin, PhD
(Cand. Psychol. Sci.)
Senior Research Scientist

Evgeniy P. Svirin, PhD
(biology)
Senior Research Scientist
Darisiy G. Zhao
Junior Research Scientist
(& PhD student,
Kurchatov Inst.)
gaben@valvesoftware.com

Artem S. Yashin, PhD
(Cand. Philos. Sci.)
Junior Research Scientist
yashinas@mgppu.ru
Daniil A. Berdyshev
Junior Research Scientist
(& PhD Student, Lomonosov Moscow State U.)
Yulia G. Shevtsova
Junior Research Scientist
shevtsova.jg@gmail.com
Egor I. Chetkin
Junior Research Scientist
(& PhD Student, Lomonosov Moscow State U.)

Leonid S. Lyskov
Trainee
(& MS Student, MIPT (PhysTech))

Current collaborators

  • Artem M. Grachev
  • Nikita P. Fedosov
  • Alexander Y. Kaplan
  • Bogdan L. Kozyrskiy
  • Yuri O. Nuzhdin
  • Alexei E. Ossadtchi

Equipment

  • See Equipment page at the MEG Center web site.

Recent publications

  1. 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
  2. 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
  3. 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
  4. 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)
  5. 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)
  6. 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)

View all publications

Current projects

  • – Prioritet 2030 “Studies of quasi-movements as a basis for new BCI technologies”
  • – RSF 24-75-00105 “Quasi-movements in brain-computer interfaces: effects of movement type and feedback”
  • – RSF 22-19-00528 “Fluent human-machine interaction based on expectation and intention markers: neurophysiological and neuroengineering foundations”

More about our projects

Media

More media

Available positions

Приглашаются студенты московских вузов для выполнения курсовых и дипломных работ / ВКР

Contacts

Sergei Shishkin | Сергей Львович Шишкин, shishkinsl@mgppu.ru

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