Extreme Learning Machines on High Dimensional and Large Data Applications: A Survey

Extreme learning machine (ELM) has been developed for single hidden layer feedforward neural networks (SLFNs). In ELM algorithm, the connections between the input layer and the hidden neurons are randomly assigned and remain unchanged during the learning process. The output connections are then tune...

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Bibliographic Details
Main Authors: Jiuwen Cao, Zhiping Lin
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/103796