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...

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书目详细资料
Main Authors: Zhang, Rui, Lan, Yuan, Huang, Guang-Bin, Xu, Zong-Ben
其他作者: School of Electrical and Electronic Engineering
格式: Journal Article
语言:English
出版: 2013
主题:
在线阅读:https://hdl.handle.net/10356/99394
http://hdl.handle.net/10220/13487