Construct · 1 fields · 1 citations

Kolmogorov-Arnold network: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Deep learning

a network architecture inspired by the Kolmogorov-Arnold representation theorem that places learnable univariate functions on edges in place of fixed node activations.

In deep learning, Kolmogorov-Arnold network refers to a network architecture inspired by the Kolmogorov-Arnold representation theorem that places learnable univariate functions on edges in place of fixed node activations. This meaning comes from Liu (2024) in arXiv.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how Kolmogorov-Arnold network sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

architecture3 fields · 4 citationsjingle · one word, three constructs deep learning1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs

References

Liu, Z., Wang, Y., Vaidya, S., Ruehle, F., Halverson, J., Soljačić, M., Hou, T. Y., & Tegmark, M. (2024). KAN: Kolmogorov-Arnold Networks. arXiv. https://doi.org/10.48550/arxiv.2404.19756

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct