Jul 2026
All you need is SAMPAT
A three layer neural architecture, SAMPAT (Smooth Approximation via Multivariate Polynomials and Analytic Transformations), that can provably learn a continuous, everywhere differentiable function, that can approximate any smooth function arbitrarily closely is presented.
Jayadeva, Ms. P. Aswani
· arXiv.org · 0 citations