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 …
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 …
Statistical properties and predictability of extreme epileptic events
The use of extreme events theory for the analysis of spontaneous epileptic brain activity is a
relevant multidisciplinary problem. It allows deeper understanding of pathological brain …
relevant multidisciplinary problem. It allows deeper understanding of pathological brain …
Nonlinear analysis of brain activity, associated with motor action and motor imaginary in untrained subjects
Identification of brain activity associated with motor execution and, more importantly, with
motor imagery is necessary for the development of brain–computer interfaces. Most of recent …
motor imagery is necessary for the development of brain–computer interfaces. Most of recent …
Betweenness centrality in multiplex brain network during mental task evaluation
In this paper we study the structural properties of a functional network of the human brain
during the evaluation of mental tasks using the concept of betweenness centrality. We carry …
during the evaluation of mental tasks using the concept of betweenness centrality. We carry …
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 …
Motor execution reduces EEG signals complexity: Recurrence quantification analysis study
The development of new approaches to detect motor-related brain activity is key in many
aspects of science, especially in brain–computer interface applications. Even though some …
aspects of science, especially in brain–computer interface applications. Even though some …
Visual perception affected by motivation and alertness controlled by a noninvasive brain-computer interface
The influence of motivation and alertness on brain activity associated with visual perception
was studied experimentally using the Necker cube, which ambiguity was controlled by the …
was studied experimentally using the Necker cube, which ambiguity was controlled by the …
Disruptions in segregation mechanisms in fmri-based brain functional network predict the major depressive disorder condition
This study investigates the functional brain network in major depressive disorder using
network theory and a consensus network approach. At the macroscopic level, we found …
network theory and a consensus network approach. At the macroscopic level, we found …
Neural interactions in a spatially-distributed cortical network during perceptual decision-making
Behavioral experiments evidence that attention is not maintained at a constant level, but
fluctuates with time. Recent studies associate such fluctuations with dynamics of attention …
fluctuates with time. Recent studies associate such fluctuations with dynamics of attention …