Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits
<|reference_start|>Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits: 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.<|reference_end|>
@article{daskin2024quantum,
    title={Quantum Kolmogorov-Arnold networks by combining quantum signal
  processing circuits},
    author={Ammar Daskin},
    journal={arXiv preprint arXiv:2410.04218},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.04218},
    primaryClass={quant-ph cs.LG}
}