Kolmogorov-Arnold Networks are practical neural networks based on the Kolmogorov-Arnold representation theorem, which have shown promising early results.. They use simplified forms of the more complex non-linear functions required by the theorem to craete networks with only a few layers that can efficiently solve complex problems. The network is an example of the use of non-linear diversity.
Defined on pages 146, 146, 146
Used on pages 146, 147
Also known as KAN
arXiv: