Mental fatigue deteriorates ability to perform daily activities-known as time-on-task (TOT)
effect and becomes a common complaint in contemporary society. However, an applicable …

Aim: The main objective of this work was to study the impact of repetitive Transcranial
Magnetic Stimulation (rTMS) treatment on brain activity in 8 patients with major depressive …

Recent developments in neurotechnology effectively utilize the decades of neuroscientific
findings of multiple meditation techniques. Meditation is linked to higher-order cognitive …

Sensory and perceptual anomalies may have a major impact on basic cognitive and social
skills in humans. Autism Spectrum Disorder (ASD) represents a special perspective to …

Characterizing the brain's dynamic pattern of response to an input in
electroencephalography (EEG) is not a trivial task due to the entanglement of the complex …

We present a spatial-temporal federated learning framework for graph neural networks,
namely STFL. The framework explores the underlying correlation of the input spatial …

Oscillatory systems arise in the different science fields. Complex mathematical formulations
with differential equations have been proposed to model the dynamics of these systems …

Modulation in the temporal pattern of transcutaneous electrical nerve stimulation (TENS),
such as Pulse width modulated (PWM), has been considered a new dimension in pain and …

We present a novel approach to the third order spectral analysis, commonly called bispectral
analysis, of electroencephalographic (EEG) and magnetoencephalographic (MEG) data for …

Objective. Tracking the spatiotemporal fast (~ 100 ms) transient networks remains
challenging due to a limited understanding of neural activity dynamics as well as a lack of …