A Multiple Hidden Layers Extreme Learning Machine Method and Its Application

Extreme learning machine (ELM) is a rapid learning algorithm of the single-hidden-layer feedforward neural network, which randomly initializes the weights between the input layer and the hidden layer and the bias of hidden layer neurons and finally uses the least-squares method to calculate the weig...

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Bibliographic Details
Main Authors: Dong Xiao, Beijing Li, Yachun Mao
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2017/4670187