paper

Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits

arXiv:2410.04218

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.

short version: 5 pages

Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits · wovepaper