Hierarchical Stochastic Differential Equation Models for Latent Manifold Learning in Neural Time Series

Pedram Rajaei, Maryam Ostadsharif Memar, Navid Ziaei +2

The manifold hypothesis suggests that high-dimensional neural time series lie on a low-dimensional manifold shaped by simpler underlying dynamics. To uncover this structure, latent…