Extreme Learning Machines 2013: Algorithms and Applications (Adaptation, Learning, and Optimization, 16)
ISBN 10: 331935003X ISBN 13: 9783319350035
Editorial: Springer, 2016
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Descripción:
In. N° de ref. del artículo ria9783319350035_new
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.
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.
Detalles bibliográficos
Título: Extreme Learning Machines 2013: Algorithms ...
Editorial: Springer
Año de publicación: 2016
Encuadernación: Encuadernación de tapa blanda
Condición: New
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Extreme Learning Machines 2013: Algorithms and Applications
Publicado por
Springer International Publishing, 2016
ISBN 10: 331935003X
ISBN 13: 9783319350035
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Explains the most recent developments of Extreme Learning MachinesIncludes theories and algorithms such as universal approximation and convergence, robustness and stability analysis, real-time learning/reasoning, sequential and incremental learnin. Nº de ref. del artículo: 448746490
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Extreme Learning Machines 2013: Algorithms and Applications (Adaptation, Learning, and Optimization, 16)
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Extreme Learning Machines 2013: Algorithms and Applications
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Springer International Publishing, Springer International Publishing Sep 2016, 2016
ISBN 10: 331935003X
ISBN 13: 9783319350035
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Taschenbuch. Condición: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 232 pp. Englisch. Nº de ref. del artículo: 9783319350035
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Extreme Learning Machines 2013: Algorithms and Applications
Publicado por
Springer International Publishing, 2016
ISBN 10: 331935003X
ISBN 13: 9783319350035
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Nº de ref. del artículo: 9783319350035
Cantidad disponible: 1 disponibles
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Extreme Learning Machines 2013: Algorithms and Applications
Publicado por
Springer International Publishing Sep 2016, 2016
ISBN 10: 331935003X
ISBN 13: 9783319350035
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 232 pp. Englisch. Nº de ref. del artículo: 9783319350035
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Extreme Learning Machines 2013: Algorithms and Applications
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PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9783319350035
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Extreme Learning Machines 2013: Algorithms and Applications (Adaptation, Learning, and Optimization)
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Condición: New. pp. 225. Nº de ref. del artículo: 26375029286
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Extreme Learning Machines 2013: Algorithms and Applications (Adaptation, Learning, and Optimization)
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Extreme Learning Machines 2013: Algorithms and Applications
Publicado por
Springer-Verlag New York Inc, 2016
ISBN 10: 331935003X
ISBN 13: 9783319350035
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Paperback. Condición: Brand New. reprint edition. 232 pages. 9.25x6.10x0.55 inches. In Stock. Nº de ref. del artículo: x-331935003X
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Extreme Learning Machines 2013: Algorithms and Applications (Adaptation, Learning, and Optimization)
Impresión bajo demandaLibrería: Biblios, Frankfurt am main, HESSE, Alemania
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Condición: New. PRINT ON DEMAND pp. 225. Nº de ref. del artículo: 18375029292
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