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 …

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 …

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 …

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 …

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 …

Topology of a functional brain multilayer network is dynamically adjusted to provide optimal
performance during accomplishing cognitive tasks, including sensory information …

To date, explosive synchronization (ES) in a network is shown to be originated from
considering either degree-frequency correlation, frequency-coupling strength correlation …

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 …

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 …

Neural oscillations and their association with brain states and cognitive functions have been
object of extensive investigation over the last decades. Several electroencephalography …