Quick Navigation

Topics

Quantum Networks Quantum Machine Learning Quantum Foundations

Quantum Kolmogorov--Arnold representation theorem for continuous unitary-valued maps

arXiv
Authors: Sviatoslav V. Dzhenzher

Year

2026

Paper ID

72473

Status

Preprint

Abstract Read

~2 min

Abstract Words

173

Citations

N/A

Abstract

The classical Kolmogorov--Arnold representation theorem states that any continuous multivariate function can be exactly decomposed into a finite composition of univariate continuous functions and addition operations. This foundational result has recently inspired the development of Kolmogorov--Arnold Networks (KANs) in classical machine learning, as well as their extensions into the quantum domain (QKANs). In this paper, we establish two quantum analogues of the Kolmogorov--Arnold representation theorem for continuous unitary-valued maps of several variables within an open 1-neighbourhood of the identity matrix O1\(mathbf{I} \subset \mathcal{U}(n)\). First, we prove a representation theorem that yields an exact additive decomposition inside the matrix exponent of anti-Hermitian-valued maps. Second, due to the non-commutative nature of quantum operators, we derive a factorised version expressing the target unitary map as a finite sequential product of univariate matrix exponentials. Finally, we provide a concrete topological counterexample based on the lifting property of mathcal{SU}(2) to demonstrate that these local representation theorems cannot be globally extended to the entire unitary group mathcal{U}(n) without encountering fundamental structural obstructions.

Why This Paper Matters

  • This paper contributes to the Quantum Networks research area in the Quantum Articles archive.
  • It adds a 2026 reference point for readers tracking recent quantum research.
  • The classical Kolmogorov--Arnold representation theorem states that any continuous multivariate function can be exactly decomposed into a finite composition of univariate...

Paper Tools

Become a member to use research tools

Sign in to open papers, visit source links, share, cite, compare, copy DOI links, request category corrections, and build your reading list.

Show Paper arXiv Publisher Share Cite This Paper Copy URL Compare Copy DOI Add to Reading List Category Correction Request

References & Citation Signals

Local Citation Graph (Related-Paper Links)

Current Paper #72473 #73048 A Non-Commutative Voronovskaya ... #72993 GHz-rate all-fiber active polar... #72988 Lean-QIT: Towards a Formal Infr... #72969 Device-independent certificatio...

External citation index: OpenAlex citation signal

Community Reactions

Quick sentiment from readers on this paper.

Score: 0
Likes: 0 Dislikes: 0

Sign in to react to this paper.

Discussion & Reviews (Moderated)

Average Rating: 0.0 / 5 (0 ratings)

No written reviews yet.