Open-Loop Neuroadaptive System for Enhancing Student’s Cognitive Abilities in Learning

Autor: Vadim V. Grubov, Marina V. Khramova, Sergey Goman, Artem A. Badarin, Semen A. Kurkin, Denis A. Andrikov, Elena Pitsik, Vladimir Antipov, Elena Petushok, Nikita Brusinskii, Tatyana Bukina, Alexander A. Fedorov, Alexander E. Hramov

Publikováno v: IEEE Access, Vol 12, Pp 49034-49049 (2024)

Neuroeducation seeks to implement knowledge about neural mechanisms of learning into educational practice and to understand the impact of learning itself. The crucial tasks in this field are to evaluate and to enhance cognitive abilities, that are us

Externí odkaz: https://doaj.org/article/da0209b9b46f408f9a1085189e3d3723

Forecasting macroscopic dynamics in adaptive Kuramoto network using reservoir computing

Autor: Andrey V. Andreev, Artem A. Badarin, Vladimir A. Maximenko, Alexander E. Hramov

Publikováno v: Chaos (Woodbury, N.Y.). 32(10)

Forecasting a system’s behavior is an essential task encountering the complex systems theory. Machine learning offers supervised algorithms, e.g., recurrent neural networks and reservoir computers that predict the behavior of model systems whose st

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::282f03fee15dd0cd2f0fc89a09f6b318
https://pubmed.ncbi.nlm.nih.gov/36319291

Changing functional connectivity during solving cognitive tasks: fNIRS study

Autor: Artem A. Badarin, Vladimir M. Antipov, Vadim V. Grubov, Semen A. Kurkin

Publikováno v: Computational Biophysics and Nanobiophotonics.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2bd10a273911e2d5e60434dfc1ae4a82
https://doi.org/10.1117/12.2626381

Hidden data recovery using reservoir computing: Adaptive network model and experimental brain signals.

Autor: Badarin A; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia., Andreev A; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia., Klinshov V; A. V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences, 603155 Nizhny Novgorod, Russia.; Lobachevsky State University of Nizhny Novgorod, 603105 Nizhny Novgorod, Russia., Antipov V; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.; Lobachevsky State University of Nizhny Novgorod, 603105 Nizhny Novgorod, Russia., Hramov AE; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 236041 Kaliningrad, Russia.

Publikováno v: Chaos (Woodbury, N.Y.) [Chaos] 2024 Oct 01; Vol. 34 (10).

Studying perceptual bias in favor of the from-above Necker cube perspective in a goal-directed behavior.

Autor: Kuc A; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, Kaliningrad, Russia., Maksimenko V; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, Kaliningrad, Russia.; Center for Technologies in Robotics and Mechatronics Components, Innopolis University, Innopolis, Russia.; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Savosenkov A; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Grigorev N; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Grubov V; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, Kaliningrad, Russia., Badarin A; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, Kaliningrad, Russia.; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Kazantsev V; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Gordleeva S; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia., Hramov A; Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, Kaliningrad, Russia.; Neurodynamics and Cognitive Technology Laboratory, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia.; Neuroscience Research Institute, Samara State Medical University, Samara, Russia.

Publikováno v: Frontiers in psychology [Front Psychol] 2023 Sep 19; Vol. 14, pp. 1160605. Date of Electronic Publication: 2023 Sep 19 (Print Publication: 2023).