Extreme Learning Machines 2013: Algorithms and Applications: 16 (Adaptation, Learning, and Optimization) - Tapa dura

Libro 5 de 12: Adaptation, Learning, and Optimization
 
9783319047409: Extreme Learning Machines 2013: Algorithms and Applications: 16 (Adaptation, Learning, and Optimization)
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ISBN 10: 331904740X ISBN 13: 9783319047409
Editorial: Springer, 2014

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2014
Idioma
Inglés
ISBN 10 
331904740X
ISBN 13 
9783319047409
Encuadernación
Tapa dura
Número de páginas
232
Editor
Sun Fuchen, Toh Kar-Ann, Romay Manuel Grana
Contacto del fabricante
Springer-Verlag GmbH
customerservice@springernature.com

Tiergartenstraße 17
Heidelberg
Baden-Württemberg
69121
Alemania

Otras ediciones populares con el mismo título

9783319350035: Extreme Learning Machines 2013: Algorithms and Applications: 16 (Adaptation, Learning, and Optimization)

Edición Destacada

ISBN 10:  331935003X ISBN 13:  9783319350035
Editorial: Springer, 2016
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