Behavioral Inhibition is a temperament identified in the first years of life that enhances the
risk for development of anxiety during late childhood and adolescence. Amongst children …

Epilepsy is the only neurological condition for which electroencephalography (EEG) is the
primary diagnostic and important prognostic clinical tool. However, the manual inspection of …

We propose a foundation model named Brant for modeling intracranial recordings, which
learns powerful representations of intracranial neural signals by pre-training, providing a …

The detection of mental fatigue is an important issue in the nascent field of
neuroergonomics. Although machine learning approaches and especially deep learning …

Despite shared procedures with adults, electroencephalography (EEG) in early
development presents many specificities that need to be considered for good quality data …

Electroencephalography (EEG) records the electrical activity of the brain, which is an
important tool for the automatic detection of epileptic seizures. It is certainly a very heavy …

Rhythmic visual stimulation (RVS), the periodic presentation of visual stimuli to elicit a
rhythmic brain response, is increasingly applied to reveal insights into early neurocognitive …

Pulse signal is a kind of signal with large amplitude in a short time, which widely exists in the
real world, such as vibration signals of rotating machinery, EEG signals and ECG signals …

The motor imagery (MI) classification has been a prominent research topic in brain–
computer interfaces (BCIs) based on electroencephalography (EEG). Over the past few …

Electroencephalography (EEG) is a relatively low-cost and non-invasive method for directly
measuring brain activity, well-suited for capturing real-time neural information across the …