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Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …
review the physical principles of BCIs, and underlying novel approaches for registration …
Computational network biology: data, models, and applications
Biological entities are involved in intricate and complex interactions, in which uncovering the
biological information from the network concepts are of great significance. Benefiting from …
biological information from the network concepts are of great significance. Benefiting from …
Colloquium: Multiscale modeling of brain network organization
A complete understanding of the brain requires an integrated description of the numerous
scales and levels of neural organization. This means studying the interplay of genes and …
scales and levels of neural organization. This means studying the interplay of genes and …
Functional networks of the brain: from connectivity restoration to dynamic integration
A review of physical and mathematical methods for reconstructing the functional networks of
the brain based on recorded brain activity is presented. Various methods are considered, as …
the brain based on recorded brain activity is presented. Various methods are considered, as …
Efficient exact and approximate betweenness centrality computation for temporal graphs
Betweenness centrality of a vertex in a graph evaluates how often the vertex occurs in the
shortest paths. It is a widely used metric of vertex importance in graph analytics. While …
shortest paths. It is a widely used metric of vertex importance in graph analytics. While …
Chimera state in complex networks of bistable Hodgkin-Huxley neurons
In this paper we study a chimera state in complex networks of bistable Hodgkin-Huxley
neurons with excitatory coupling, which manifests as a termination of spiking activity of a part …
neurons with excitatory coupling, which manifests as a termination of spiking activity of a part …
Dynamics of functional connectivity in multilayer cortical brain network during sensory information processing
Topology of a functional brain multilayer network is dynamically adjusted to provide optimal
performance during accomplishing cognitive tasks, including sensory information …
performance during accomplishing cognitive tasks, including sensory information …
Inhibition-induced explosive synchronization in multiplex networks
To date, explosive synchronization (ES) in a network is shown to be originated from
considering either degree-frequency correlation, frequency-coupling strength correlation …
considering either degree-frequency correlation, frequency-coupling strength correlation …
Feed-forward artificial neural network provides data-driven inference of functional connectivity
We propose a new model-free method based on the feed-forward artificial neuronal network
for detecting functional connectivity in coupled systems. The developed method which does …
for detecting functional connectivity in coupled systems. The developed method which does …
Oscillatory wavelet-patterns in complex data: mutual estimation of frequencies and energy dynamics
M Simonyan, A Fisun, G Afanaseva… - The European Physical …, 2023 - Springer
In this work, we propose a modification of the wavelet oscillatory pattern method for
analyzing energy characteristics of oscillatory components in complex signals. The energy …
analyzing energy characteristics of oscillatory components in complex signals. The energy …