Neural Networks, Kolmogorov Arnold Network, AI.
function can be decomposed into the sum of compositions of univariate functions: Building on this, KANs redefine the connectivity and function mapping within the network: Architectural Innovation: Unlike MLPs, KANs utilize learnable activation functions along the network’s edges, rather than fixed