2025. Improved Universal Approximation with Neural Networks Studied via Affine-Invariant Subspaces of \(L_2(\mathbb{R}^n)\). Electronic Journal of Applied Mathematics. 3, 1 (Mar. 2025), 1–8. DOI:https://doi.org/10.61383/ejam.20253188.