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Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits
A. Daskin·October 5, 2024·DOI: 10.48550/arXiv.2410.04218
Computer SciencePhysics
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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.