Lan Yan

EITransformer: A Neurophysiology-Constrained Gray-Box Transformer for High-Fidelity EEG Generation

Understanding and simulating spontaneous brain activity is a central goal in neuroscience. Conventional neural mass models are interpretable but rely on fixed equations, which limits their ability to capture individual-specific nonlinear dynamics. Purely data-driven approaches fit data well but ignore the critical neur...