Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits
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Abstract (arXiv)
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.
Key facts. Cited by 1 paper in the map (data through 13 Oct 2026). Builds on 10 of its 25 references that are in the map. First posted on arXiv 5 Oct 2024.
Builds on
10 of 25 references.
References · 10
- 2017Attention Is All You Needcited by 60,106
- 2024KAN: Kolmogorov-Arnold Networkscited by 641
- 2024Wav-KAN: Wavelet Kolmogorov-Arnold Networkscited by 119
- 2024KAN 2.0: Kolmogorov-Arnold Networks Meet Sciencecited by 116
- 2024Kolmogorov-Arnold Networks (KANs) for Time Series Analysiscited by 97
- 2024TKAN: Temporal Kolmogorov-Arnold Networkscited by 70
- 2024GKAN: Graph Kolmogorov-Arnold Networkscited by 52
- 2024KAGNNs: Kolmogorov-Arnold Networks meet Graph Learningcited by 48
- 2024Kolmogorov-Arnold Graph Neural Networkscited by 31
- 2024KAN v.s. MLP for Offline Reinforcement Learningcited by 3
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Citing papers per year: 2026: 1.
1 paper.