Weshowthatthelearned model exhibits strong performances interms ofimage and text generation and anomaly detection.The one-pagecode can be found in supplementarymaterials.

Models like LASSO and ridge regression are extensively used in practice due to their interpretability, ease of use, and strong theoretical guarantees.

The traditional approach to data-driven modeling of a neural population typically involves two separate stages. First, neural population activity is recorded while an animal performs a task of interest.