The last decade has witnessed a number of important and exciting developments that had
been achieved for improving recurrence plot-based data analysis and to widen its …

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 …

Age-related changes in the human brain functioning crucially affect the motor system,
causing increased reaction time, low ability to control and execute movements, difficulties in …

Sensor-level human brain activity is studied during real and imaginary motor execution
using functional near-infrared spectroscopy (fNIRS). Blood oxygenation and deoxygenation …

Heart rate time series are widely used to characterize physiological states and athletic
performance. Among the main indicators of metabolic and physiological states, the detection …

With the increasing use of real-time monitoring procedures in clinical practice, psychological
time series become available to researchers and practitioners. An important interest …

Background Altered resting-state functional connectivity in the default mode network (DMN)
is characteristic of both autism spectrum disorder (ASD) and attention-deficit/hyperactivity …

Classifying individuals with neurological disorders and healthy subjects using EEG is a
crucial area of research. The current feature extraction approach focuses on the frequency …

Decoding neural responses from multimodal information sources, including
electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS), has the …

Neuronal interactions give rise to complex dynamics in cortical networks, often described in
terms of the diversity of activity patterns observed in a neural signal. Interestingly, the …