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

• Main Authors: Zhang, Rui, Lan, Yuan, Huang, Guang-Bin, Xu, Zong-Ben
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/99394; http://hdl.handle.net/10220/13487
• Institution: Nanyang Technological University

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...