Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
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 …

Functional networks of the brain: from connectivity restoration to dynamic integration

AE Hramov, NS Frolov, VA Maksimenko… - Physics …, 2021 - iopscience.iop.org
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 …

[ΒΙΒΛΙΟ][B] Wavelets in neuroscience

AE Hramov, AA Koronovskii, VA Makarov, AN Pavlov… - 2015 - Springer
Alexander E. Hramov · Alexey A. Koronovskii · Valeri A. Makarov · Vladimir A. Maksimenko ·
Alexey N. Pavlov Page 1 Springer Series in Synergetics Alexander E. Hramov · Alexey A …

Absence seizure control by a brain computer interface

VA Maksimenko, S Van Heukelum, VV Makarov… - Scientific Reports, 2017 - nature.com
The ultimate goal of epileptology is the complete abolishment of epileptic seizures. This
might be achieved by a system that predicts seizure onset combined with a system that …

Wavelet analysis in neurodynamics

AN Pavlov, AE Hramov, AA Koronovskii… - Physics …, 2012 - iopscience.iop.org
Results obtained using continuous and discrete wavelet transforms as applied to problems
in neurodynamics are reviewed, with the emphasis on the potential of wavelet analysis for …

Classifying the perceptual interpretations of a bistable image using EEG and artificial neural networks

AE Hramov, VA Maksimenko, SV Pchelintseva… - Frontiers in …, 2017 - frontiersin.org
In order to classify different human brain states related to visual perception of ambiguous
images, we use an artificial neural network (ANN) to analyze multichannel EEG. The …

Methods of automated absence seizure detection, interference by stimulation, and possibilities for prediction in genetic absence models

G van Luijtelaar, A Lüttjohann, VV Makarov… - Journal of neuroscience …, 2016 - Elsevier
Background Genetic rat models for childhood absence epilepsy have become instrumental
in develo** theories on the origin of absence epilepsy, the evaluation of new and …

Macroscopic and microscopic spectral properties of brain networks during local and global synchronization

VA Maksimenko, A Lüttjohann, VV Makarov… - Physical Review E, 2017 - APS
We introduce a practical and computationally not demanding technique for inferring
interactions at various microscopic levels between the units of a network from the …

Space–time network connectivity and cortical activations preceding spike wave discharges in human absence epilepsy: a MEG study

D Gupta, P Ossenblok, G van Luijtelaar - Medical & biological engineering …, 2011 - Springer
To describe the spatial and temporal profiles of connectivity networks and sources
preceding generalized spike-and-wave discharges (SWDs) in human absence epilepsy …

Dynamics of networks during absence seizure's on-and offset in rodents and man

A Lüttjohann, G van Luijtelaar - Frontiers in physiology, 2015 - frontiersin.org
Network mechanisms relevant for the generation, maintenance and termination of spike-
wave discharges (SWD), the neurophysiological hallmark of absence epilepsy, are still …