arXiv Biology
scienceCenter
Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guaranteestranslating…
arXiv:2602.08640v5 Announce Type: replace-cross
Abstract: Universal approximation theorems establish the expressive capacity of neural network architectures. For dynamical systems, existing results are limited to finite time horizons or systems with a globally stable…
Keywords#Systems#Dynamical Systems#Approximation Theorems#Universal Approximation#Guarantees