Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks

Mathew Vanherreweghe, Michael H. Freedman, Keith M. Adams

Recent work by Freedman and Mulligan demonstrated that shallow multilayer perceptrons spontaneously develop Kolmogorov-Arnold geometric (KAG) structure during training on synthetic…