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Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits (2410.04218v1)
Published 5 Oct 2024 in quant-ph and cs.LG
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.
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