Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions

Kabir V. Dabholkar, Omri Barak

Many natural systems, including neural circuits involved in decision making, are modeled as high-dimensional dynamical systems with multiple stable states. While existing analytica…