Universal approximation of extreme learning machine with adaptive growth of hidden nodes

Extreme learning machines (ELMs) have been proposed for generalized single-hidden-layer feedforward networks which need not be neuron-like and perform well in both regression and classification applications. In this brief, we propose an ELM with adaptive growth of hidden nodes (AG-ELM), which provid...

ver descrição completa

Detalhes bibliográficos
Principais autores: Zhang, Rui, Lan, Yuan, Huang, Guang-Bin, Xu, Zong-Ben
Outros Autores: School of Electrical and Electronic Engineering
Formato: Journal Article
Idioma:English
Publicado em: 2013
Assuntos:
Acesso em linha:https://hdl.handle.net/10356/99394
http://hdl.handle.net/10220/13487