Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

This article discusses the design of hardware architectures for ultrafast inference and online learning using the Kolmogorov-Arnold Network (KAN) architecture, which is a type of neural network that uses learnable activation functions.