Scientific Machine Learning of Chaotic Systems Learns Reduced-Order Equations for Neural Populations

Anthony G. Chesebro, David Hofmann, Vaibhav Dixit +6

Extracting interpretable mathematical models from complex dynamical systems is difficult, especially for chaotic dynamics observed with noisy experimental data. We present PEM-UDE,…