In neuroscience, functional connectivity can be seen as a graph of interactions between
brain oscillations rhythms and individual neuronal activity. This graph is associated with a …

Neural activity exhibits dynamics that in addition to a behavior of interest also relate to other
brain functions or internal states. Understanding how neural dynamics explain behavior …

Brain dynamics are manifested on many levels of organization, the observable aspects of
which are divided into three modalities, namely, the microscopic, mesoscopic, and …

Neuropsychiatric disorders are a leading cause of disability worldwide. Precisely tailored
electrical stimulation of the brain holds promise for developing novel treatments for these …

The Bayesian state-space neural encoder-decoder modeling framework is an established
solution to reveal how changes in brain dynamics encode physiological covariates like …

This paper investigates the use of the plug-in directed information rate estimator and
hypothesis testing to detect causality between discrete-time continuous-state processes …