2 papers
cs.LG2026
A discrete generative model of neuronal spiking activity on microelectrode arrays
Md Sayed Tanveer, Mohammed A. Mostajo-Radji, Ge Wang
Generative models of neural activity could help characterize tissue dynamics, compare experimental conditions, and simulate population activity for applications ranging from diseas…
cs.AI2026
Decoupling Is Not Identification: Supervised Evidential Learning in Next-Token Prediction
Ge Wang
A next-token probability says what a model predicts, not how much training support lies behind it. A Dirichlet head can represent this distinction by separating mean from conce…