2025
Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions
NeurIPS 2025poster
Many natural systems, including neural circuits involved in decision making, are modeled as high-dimensional dynamical systems with multiple stable states. While existing analytical tools primarily describe behavior near stable equilibria, characterizing separatrices -- the manifolds that delineate…