Laboratory of neuroscience and cognitive technologies

Laboratory of Neuroscience and Cognitive Technologies conducts interdisciplinary research and experimental works to develop human-machine interfaces used in children’s education, rehabilitation, and industrial production.

Team

Artem
Badarin

Junior researcher

Vladimir
Maksimenko

Senior researcher, PhD in physics and mathematics

Scientific activity

Fundamental research in the field of understanding the operations of the human brain during perception, processing and assimilation of information, decision making, and motor activity. Those operations are research frontiers in neuroscience and require the most modern experimental methods of brain activity monitoring and analyzing, the development of new mathematical methods for multichannel neurophysiological data (of various types) processing and analyzing, the study of the neural ensembles dynamics using different levels of biological neurons activity models detalization. As part of this direction, it is planned to implement the following projects:

The physical basis of self-learning adaptive intelligent systems and their use in biomorphic and anthropomorphic robotics.
Physical methods for estimating procedures, training and human cognitive functions monitoring, considering his personal characteristics.

Activities

The study of the brain neural network functioning features in the processing of sensory information and solving cognitive tasks using non-invasive methods for monitoring of neural activity.
Neural ensembles dynamics research and modeling using the methods of time-frequency analysis, complex systems science and machine learning.
Human movement biomechanics research using signals of neuro-muscular actions to control anthropomorphic robots and exoskeleton elements.

Publications

Journal

2019

Gyroton with the Corrugated Resonator

Authors:	Stanislav Kolosov, Alexander Kurayev, Alexey Rak, Semen Kurkin, Artem Badarin, Alexander Hramov
Publisher:	Multidisciplinary Digital Publishing Institute
Source:	Plasma

Authors:	Vladimir V Makarov, Srilena Kundu, Daniil V Kirsanov, Nikita S Frolov, Vladimir A Maksimenko, Dibakar Ghosh, Syamal K Dana, Alexander E Hramov
Publisher:	Elsevier
Source:	Communications in Nonlinear Science and Numerical Simulation

Authors:	В. С. Хорев, В. А. Максименко, Е. Н. Пицик, А. Е. Руннова, С. А. Куркин, А. Е. Храмов
Publisher:
Source:	Информационно-управляющие системы, №3, 114-120 с.

Authors:	A.N. Pavlov, D.S. Grishina, A.E. Runnova, V.A. Maksimenko, O.N. Pavlova, N.V. Shchukovsky, A.E. Hramov, J. Kurths
Publisher:	Elsevier
Source:	Chaos, Solitons and Fractals, Part 126, pages: 230-235

Authors:	Frolov N.S., Grubov V.V., Maksimenko V.A., Luttjohann A., Makarov V.V., Pavlov A.N., Sitnikova E., Pisarchik A.N., Kurths J., Hramov A.E.
Publisher:	Springer Nature
Source:	Scientific reports, part 9, pages: 7243

Authors:	Pisarchik A. N., Chholak P., Hramov A
Publisher:	Elsevier
Source:	Chaos, Solitons & Fractals: X, pages: 100005

Authors:	Nikita Frolov, Alexander Hramov
Publisher:
Source:	Physics of life reviews

Authors:	Andrey V Andreev, Alexander N Pisarchik
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106708

Authors:	Zhuravlev M., Runnova A., Kryuchkov Yu.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 110670A

Authors:	Grishina D.S., Pavlova O.N., Mohammad Y.Kh., Runnova A.E., Pavlov A.N., Hramov A.E.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 110670F

Authors:	Kirsanov D.V.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 110670A

Authors:	Maksimenko V., Lüttjohann A., van Heukelum S., Kelderhuis J., Makarov V., Hramov A., Koronovsliy A., van Luijtelaar G.
Publisher:	IEEE
Source:	8th International Winter Conference on Brain-Computer Interface (BCI)

Authors:	Vorochaeva, L.Y., Savin, S.I., Malchikov, A.V. and Leon, A.S.M
Publisher:
Source:	Control and Signal Processing Applications for Mobile and Aerial Robotic Systems

Authors:	Vorochaeva (Volkova) L. Y., Savin S. I., Malchikov A. V.
Publisher:
Source:	Russian Journal of Nonlinear Dynamics

Authors:	Frolov N. S., Pitsik E. N., Maksimenko V. A., Grubov V. V., Kiselev A. R., Wang Z., Hramov A. E.
Publisher:	Public Library of Science
Source:	PLoS One

Authors:	Pitsik E., Makarov V., Boccaletti S.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 110670U

Authors:	Frolov N.S., Nedajvozov V.O., Grubov V.V., Runnova A.E., Kulanin E.A.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106702

Authors:	Grubov V.V., Frolov N.S.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106703

Authors:	Runnova A., Maksimenko V., Zhuravlev M.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106704

Authors:	Zhuravlev M.O., Runnova A.E., Hramov A.E.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106705

Authors:	Grubov V.V., Sitnikova E.Yu.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106706

Authors:	Protasov P., Makarov V.V., Zhuravlev M.O., Runnova A.E.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106707

Authors:	Kurkin S.A., Pitsik E.N., Frolov N.S.
Publisher:	International Society for Optics and Photonics
Source:	PROCEEDINGS OF SPIE, part 11067, pages: 1106709

Authors:	Frolov N., Maksimenko V., Majhi S., Rakshit S., Ghosh D., Hramov A
Publisher:	AIP Publishing
Source:	Chaos: An Interdisciplinary Journal of Nonlinear Science

Authors:	Grubov V.V., Badarin A.A., Frolov N.S., Pitsik E.N
Publisher:	SPIE
Source:	Proc. SPIE

Laboratory of neuroscience and cognitive technologies

Team

Artem Badarin

Vladimir Maksimenko

Scientific activity

Activities

Publications

Gyroton with the Corrugated Resonator

Multiscale interaction promotes chimera states in complex networks

Анализ двигательной активности с использованием сигналов электромиограмм

Recognition of electroencephalographic patterns related to human movements or mental intentions with multiresolution analysis

Statistical Properties and Predictability of Extreme Epileptic Events

Brain noise estimation from MEG response to flickering visual stimulation

From theory to experimental evidence: Comment on" Chimera states in neuronal networks: A review" by S. Majhi, BK Bera, D. Ghosh and M. Perc.

Mathematical simulation of coherent resonance phenomenon in a network of Hodgkin-Huxley biological neurons

The investigation of synchronization between different areas of the brain in locomotor activity

The study of the correlation between EEG-EMG signals for the simple test "fist-rib"/"palm-fist"

Separation between real and imaginary movements from multichannel EEG signals

Emergence of macroscopic chimera states in multilayer multiplex network

The study of the spatial distribution of non-invasive electromyographic signals on the front surface of a human hand arm during movement in the elbow joint

Pattern formation in spatially distributed networks via spatially correlated preferential attachment

Study of EEG characteristics during the observation of an educational material

Detection of EEG oscillatory patterns corresponding to human concentration of attention with help of perceptron type artificial neural network

Use of artificial intelligence for study of the visual perception

Methods of assessing the degree of synchronization of multichannel EEG recordings

Detection of proepileptic activity patterns in EEG of WAG/Rij rats

Structural properties of brain functional network during Schulte table solving

Artificial intelligence systems for classifying EEG responses to imaginary and real movements of operators

(Русский) Chimera-like behavior in a heterogeneous Kuramoto model: The interplay between attractive and repulsive coupling

(Русский) Brain-computer interface for the epileptic seizures prediction and prevention

(Русский) Approaches to Development of Mechanical Design and Jumping Motion for a Wheeled Jumping Robot

(Русский) Analysis of real and imaginary motor activity with combined EEG and fNIRS.Analysis of real and imaginary motor activity with combined EEG and fNIRS

(Русский) An Approach to Moving over Obstacles for a Wheeled Jumping Robot

(Русский) An advanced perception model combining brain noise and adaptation

(Русский) Age-related slowing down in the motor initiation in elderly adults

(Русский) Stimulus classification using chimera-like states in a spiking neural network

(Русский) Localizing oscillatory sources in a brain by MEG data during cognitive activity

(Русский) Functional Near-Infrared Spectroscopy for the Classification of Motor-Related Brain Activity on the Sensor-Level

(Русский) Spatio-temporal activity in cortical network during cognitive activity

(Русский) The technique for determining on EMG signals the precursors of start of limb movement

(Русский) Using artificial neural networks for classification of kinesthetic and visual imaginary movements by MEG data

(Русский) Neural activity during maintaining a body balance

(Русский) Maintaining attention state of children during cognitive load

(Русский) Cognitive interaction via a brain-to-brain interface

(Русский) Jump intermittency as a second type of transition to and from generalized synchronization

(Русский) Dissociating Cognitive Processes During Ambiguous Information Processing in Perceptual Decision-Making

(Русский) Interactions within the Spatially-distributed Cortical Neural Network during Visual Attentional Tasks

(Русский) Brain-computer interface for post-stroke rehabilitation

(Русский) Features of motor-related brain activity revealed via recurrence quantification analysis

(Русский) Network analysis of electrical activity in brain motor cortex during motor execution and motor imagery

(Русский) Control of dynamics of bistable neural network by an external pulse

(Русский) Interaction of bistable neurons leading to the complex network dynamics

(Русский) Studying of human’s mental state during visual information processing with combined EEG and fNIRS

(Русский) Network structure of children's brain activity during cognitive load

(Русский) Исследование процесса обработки зрительной информации в зависимости от ориентации стимулов по многоканальным записям ЭЭГ

(Русский) Motor execution reduces EEG signals complexity: Recurrence quantification analysis study

(Русский) Symmetry broken states in an ensemble of globally coupled pendulums

(Русский) Synchronization in coupled neural network with inhibitory coupling

(Русский) Research of computational error behavior at the numerical simulation of curved electrodynamic systems

(Русский) BCI for a brain state control in a dual-task paradigm

(Русский) Recurrence plot structure of motor-related human EEG

(Русский) Multilayer perceptron reveals functional connectivity structure in thalamo-cortical brain network

(Русский) Chaos and hyperchaos in a chain of coupled Rydberg atoms

(Русский) Coherent resonance in the distributed cortical network during sensory information processing

(Русский) Neuronal pathway and signal modulation for motor communication

(Русский) EEG activity during balance platform test in humans

(Русский) Hyperchaos and its control in two-level quantum oscillators lattice

(Русский) From Novel Technology to Novel Applications: Comment on “An Integrated Brain-Machine Interface Platform With Thousands of Channels” by Elon Musk and Neuralin

(Русский) Phase-amplitude coupling between mu- and gamma-waves to carry motor commands

(Русский) Approaches for the Improvement of Motor-Related Patterns Classification in EEG Signals

(Русский) Machine learning approaches for classification of imaginary movement type by MEG data for neurorehabilitation

(Русский) Cognitive interaction during a collaborative attentional task

(Русский) Recurrence plot analysis of functional brain connectivity during bistable visual perception

(Русский) Modeling of a brain neuronal network under visual stimulation

(Русский) Time-frequency and recurrence quantification analysis detect limb movement execution from EEG data

(Русский) Development of a digital software platform for the study of nonlinear dynamics of electronic systems

(Русский) Age-related changes in the brain functional connectivity during motor initiation

(Русский) Multistability in physical and living systems: characterization and applications

(Русский) Analysis of muscle activation patterns during equilibrium seeking activity

(Русский) Approach to collaborative BCI for enhancing human-to-human interaction in shared visual task

Artem
Badarin

Vladimir
Maksimenko

Authors:	Chholak P., Hramov A.E., Pisarchik A.N.
Publisher:	Springer Nature
Source:	Nonlinear Dynamics

Authors:	Andreev A.V., Ivanchenko M.V., Pisarchik A.N., Hramov A.E.
Publisher:	Elsevier
Source:	Chaos, Solitons and Fractals

Authors:	Kurkin S., Hramov A., Chholak P., Pisarchik A.
Publisher:	CPS
Source:	4th International Conference on Computational Intelligence and Networks (CINE)

Authors:	Hramov A.E., Grubov V., Badarin A., Maksimenko V.A., Pisarchik A.N.
Publisher:	MDPI
Source:	MDPI

Authors:	Kuc A., Malova N., Maksimenko V.
Publisher:	SPIE
Source:	SPIE

Authors:	Khorev V.S., Pushkarskaja D.D., Pitsik E.N., Kurkin S.A.
Publisher:	SPIE
Source:	Proc. SPIE.

Authors:	Kurkin S., Chholak P., Niso G., Frolov N., Pisarchik A.
Publisher:	SPIE
Source:	Proc. SPIE.

Authors:	Maksimenko V., Khorev V., Grubov V., Badarin A., Hramov A.E.
Publisher:	SPIE
Source:	Proc. SPIE.

Authors:	Grubov V.V., Maksimenko V.A., Kurkin S.A., Khramova M.V., Hramov A.E.
Publisher:	SPIE
Source:	Proc. SPIE.

Authors:	Maksimenko V., Frolov N., Grubov V., Nedaivozov V.
Publisher:	SPIE
Source:	Proc. SPIE.