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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 …
Extreme value theory inspires explainable machine learning approach for seizure detection
Epilepsy is one of the brightest manifestations of extreme behavior in living systems.
Extreme epileptic events are seizures, that arise suddenly and unpredictably. Usually …
Extreme epileptic events are seizures, that arise suddenly and unpredictably. Usually …
Self-organized bistability on globally coupled higher-order networks
Self-organized bistability (SOB) stands as a critical behavior for the systems delicately
adjusting themselves to the brink of bistability, characterized by a first-order transition. Its …
adjusting themselves to the brink of bistability, characterized by a first-order transition. Its …
Theoretical background and experimental measurements of human brain noise intensity in perception of ambiguous images
We propose a theoretical approach associated with an experimental technique to
quantitatively characterize cognitive brain activity in the perception of ambiguous images …
quantitatively characterize cognitive brain activity in the perception of ambiguous images …
Intermittency properties in a temporal lobe epilepsy model
Neuronal synchronization is important for communication between brain regions and plays a
key role in learning. However, changes in connectivity can lead to hyper-synchronized …
key role in learning. However, changes in connectivity can lead to hyper-synchronized …
Extreme events in epileptic EEG of rodents after ischemic stroke
Extreme events are observed on electroencephalographic (EEG) recordings of rodents with
induced ischemic stroke. These events represent themselves as post-stroke epileptic …
induced ischemic stroke. These events represent themselves as post-stroke epileptic …
The continuum between temperament and mental illness as dynamical phases and transitions
W Sulis - Frontiers in Psychiatry, 2021 - frontiersin.org
The full range of biopsychosocial complexity is mind-boggling, spanning a vast range of
spatiotemporal scales with complicated vertical, horizontal, and diagonal feedback …
spatiotemporal scales with complicated vertical, horizontal, and diagonal feedback …
Revealing the coupling directionality and synchronization between time series from physiological data by analysis of joint recurrences
OE Dick, AL Glazov - Chaos, Solitons & Fractals, 2023 - Elsevier
We applied methods for determining the recurrence based phase synchronization index and
the coupling directionality based on conditional probabilities of recurrence to analyze the …
the coupling directionality based on conditional probabilities of recurrence to analyze the …
Wavelet analysis of intermittent dynamics in nocturnal electrocardiography and electroencephalography data
This paper presents the results of a study of the characteristics of phase synchronization
between electrocardiography (ECG) and electroencephalography (EEG) signals during …
between electrocardiography (ECG) and electroencephalography (EEG) signals during …
Motor imagery recognition in electroencephalograms using convolutional neural networks
AD Bragin, VG Spitsyn - Computer Optics, 2020 - ui.adsabs.harvard.edu
Electroencephalography is a widespread method to record brain signals with the use of
electrodes located on the surface of the head. This method of recording the brain activity has …
electrodes located on the surface of the head. This method of recording the brain activity has …