Background/Objectives: Electroencephalography (EEG) is considered a standard but
powerful tool for the diagnosis of neurological and psychiatric diseases. With modern …

Unifying integration and segregation in the brain has been a fundamental puzzle in
neuroscience ever since the conception of the “binding problem.” Here, we introduce a …

Understanding the relationship between structural connectivity (SC) and functional
connectivity (FC) of the human brain is an important goal of neuroscience. Highly detailed …

The intricate structural and functional architecture of the brain enables a wide range of
cognitive processes ranging from perception and action to higher order abstract thinking …

Transformer-based classifiers (eg, Conformer) are state-of-the-art for classifying
electroencephalographic (EEG) signals. One main drawback of these classifiers is their lack …