HyperKAN: Kolmogorov–Arnold Networks Make Hyperspectral Image Classifiers Smarter

In traditional neural network designs, a multilayer perceptron (MLP) is typically employed as a classification block following the feature extraction stage. However, the Kolmogorov–Arnold Network (KAN) presents a promising alternative to MLP, offering the potential to enhance prediction accuracy. In...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Nikita Firsov, Evgeny Myasnikov, Valeriy Lobanov, Roman Khabibullin, Nikolay Kazanskiy, Svetlana Khonina, Muhammad A. Butt, Artem Nikonorov
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2024-11-01
Serier:	Sensors
Fag:	Kolmogorov–Arnold networks hyperspectral imaging classification transformers convolutional neural networks
Online adgang:	https://www.mdpi.com/1424-8220/24/23/7683
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!