Analysis of the cognitive load in sternberg's problem in an eye-tracker study

NA Brusinsky, AA Badarin, AV Andreev… - Bulletin of the Russian …, 2023 - Springer
A study is performed of the physiology and behavior of a person during prolonged solving of
a cognitive task based on Sternberg's paradigm. A correlation is found between subjective …

Investigation of brain activity characteristics during working memory activation for multimodal stimuli

V Antipov, A Badarin, V Grubov - 2022 6th Scientific School …, 2022 - ieeexplore.ieee.org
This paper is devoted to the development of effective methods for assessing a person's
ability to learn new information based on the neurophysiological activity of the brain, as well …

Upper limb exoskeleton for neurorehabilitation with control via brain-computer interface

V Antipov - 2022 6th Scientific School Dynamics of Complex …, 2022 - ieeexplore.ieee.org
This paper describes the results of develo** control methods for an active exoskeleton for
rehabilitation of human upper limb motor activity. The experimental setup, real-time software …

Experimental design for studying brain activity and behavior of a child in the process of solving elementary cognitive tasks

K Mirzaeva, A Badarin, V Antipov… - 2022 6th Scientific …, 2022 - ieeexplore.ieee.org
Modern education in the digital reality of the 21st century has great potential to use various
strategies to personalize the learning process in order to improve the teaching system. Here …

Detection of Eye Movement Characteristics Using Reservoir Computing in High-Noise Environments

N Brusinskii, V Antipov… - 2024 8th Scientific School …, 2024 - ieeexplore.ieee.org
Accurate real-time detection of saccades is crucial in neuroscience but challenging under
high noise levels. We introduce a model based on reservoir computing and tested on …

Analysis of cognitive load in the Sternberg problem: eye-tracker study

NA Brusinsky, AA Badarin, AV Andreev… - Izvestiâ Akademii nauk …, 2023 - innoscience.ru
We studied physiological and behavioral characteristics of a person during prolonged
solution of a cognitive task based on Sternberg paradigm. We found that evaluation of …

Analysis of the features of brain neuronal sources during imagery motor activity: MEG study

S Kurkin, P Chholak, A Pisarchik… - 2020 4th Scientific …, 2020 - ieeexplore.ieee.org
We analyzed the features of motor imagery (imagery arms movements) in the source level,
applying the Dynamic Imaging of Coherent Sources method to MEG signals. We obtained …

Macroscopic dynamics prediction by reservoir computing

A Andreev - 2022 6th Scientific School Dynamics of Complex …, 2022 - ieeexplore.ieee.org
Nowadays, the problem of forecasting complex signals is significant and has many
applications in real life. One of such applications is the prediction of neurophysiological …

Classification of external signal by spiking neural network of bistable Hodgkin-Huxley neurons

A Andreev, A Pisarchik - … 4th Scientific School on Dynamics of …, 2020 - ieeexplore.ieee.org
We propose a classifier consisting of Hodgkin-Huxley neurons based on the activation of a
different number of neurons depending on the external current amplitude. We consider a …

Oscillations of synchronization in inhibitory coupled Hodgkin-Huxley neurons network

A Andreev - 2020 4th Scientific School on Dynamics of …, 2020 - ieeexplore.ieee.org
We investigate the dynamics of complex network of Hodgkin-Huxley neurons. It consists of 3
sub-networks. The first small network receives external signal which is transferred into a …