Author

Wang Ge

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#artificial intelligence Preprint Aug 2026

Decoupling Is Not Identification: Supervised Evidential Learning in Next-Token Prediction

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 $m$ from concentration $S$, but decoupling does not identify what $S$ means. Here we propose an Evidential Next-Token Prediction (ENTOP) framework to audi...

Wang Ge · 0 citations

#machine learning Preprint Sep 2026

A discrete generative model of neuronal spiking activity on microelectrode arrays

A compact, reusable representation for array-wide spiking activity without learned assay-specific parameters is established, providing a scalable foundation for generative modeling across diverse neural preparations.

Md Sayed Tanveer, M. Mostajo-Radji, Wang Ge · 0 citations