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Extreme Learning Machines 2013: Algorithms and Applications
By Fuchen Sun (editor), Kar-ann Toh (editor), Kezhi Mao (editor) and Manuel Grana Romay (editor)
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Bibliographic Detail
Publisher Springer-Verlag New York Inc
Publication date March 24, 2014
Pages 300
Binding Hardcover
Book category Adult Non-Fiction
ISBN-13 9783319047409
ISBN-10 331904740X
Dimensions 0 by 6.10 by 9.25 in.
Original list price $129.00
Summaries and Reviews
Amazon.com description: Product Description:

In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned through linear learning methods. The outstanding merits of extreme learning machine (ELM) are its fast learning speed, trivial human intervene and high scalability.

This book contains some selected papers from the International Conference on Extreme Learning Machine 2013, which was held in Beijing China, October 15-17, 2013. This conference aims to bring together the researchers and practitioners of extreme learning machine from a variety of fields including artificial intelligence, biomedical engineering and bioinformatics, system modelling and control, and signal and image processing, to promote research and discussions of “learning without iterative tuning".

This book covers algorithms and applications of ELM. It gives readers a glance of the newest developments of ELM.



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Hardcover
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from Springer-Verlag New York Inc (March 24, 2014)
9783319047409 | details & prices | 300 pages | List price $129.00
About: In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions.

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