SS-DBNet: A Task-Driven Framework for Learning Cross-Subject Shared Sparse Directed Brain Networks from EEG.
The characterization of directed interactions among brain regions provides important insights into both normal brain function and the pathological mechanisms of neurological disorders. However, existing methods often do not explicitly integrate electroencephalographic (EEG) features across spatial, spectral, and tempor...