Unpacking Kolmogorov-Arnold Networks

Edge-Based Activation: Exploring the Mathematical Foundations and Practical Implications of KANs

Photo by JJ Ying on Unsplash

Researchers at MIT recently introduced a new neural network architecture called Kolmogorov-Arnold Networks (KANs). Unlike traditional neural networks that use activation functions at the nodes, KANs place these functions along the connections…