Jean-Paul G Noel

A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation

Latent manifolds provide a compact characterization of neural population activity and of shared co-variability across brain areas. Nonetheless, existing statistical tools for extracting neural manifolds face limitations in terms of interpretability of latents with respect to task variables, and can…