A Modified Residual Extreme Learning Machine Algorithm and Its Application

A Modified Residual Extreme Learning Machine Algorithm and Its Application

Extreme learning machine (ELM) is a fast learning algorithm for the single-hidden layer feedforward neural networks. However, usually we cannot guarantee the stability of the ELM because the parameters of the ELM are generated randomly, such as its biases of the hidden layer and the connecting weigh...

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Bibliographic Details
Main Authors:	Sen Zhang, Zheng Liu, Xuejiao Huang, Wendong Xiao
Format:	Article
Language:	English
Published:	IEEE 2018-01-01
Series:	IEEE Access
Subjects:	ELM residual learning R-ELM <italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">L</italic>₂ regularization RR-ELM
Online Access:	https://ieeexplore.ieee.org/document/8493516/

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