Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits

Abstract

In this paper, we show that an equivalent implementation of KAN can be done on quantum computers by simply combining quantum signal processing circuits in layers. This provides a powerful and robust path for the applications of KAN on quantum computers.

Tasks

Reproductions