KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics

Juan Diego Toscano, Li-Lian Wang, George Em Karniadakis

Inspired by the Kolmogorov-Arnold representation theorem and Kurkova's principle of using approximate representations, we propose the Kurkova-Kolmogorov-Arnold Network (KKAN), a ne…