Sensitivity Analysis for Neural Networks

Cloete Ian Shi Daming Yeung Daniel S.

ISBN 10: 3642261396 / ISBN 13: 9783642261398

Editore: Springer, 2012

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Dati bibliografici

• Titolo: Sensitivity Analysis for Neural Networks
• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 3642261396
• ISBN 13: 9783642261398
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

This is the first book to present a systematic description of sensitivity analysis methods for artificial neural networks. It covers sensitivity analysis of multilayer perception neural networks and radial basis function neural networks.

Recensione

From the reviews:

“Neural Networks are seen as an information paradigm inspired by the way the human brain processes information. ... The book may be used by researchers in diverse domains, such as neural networks, machine learning, computer engineering, etc., facing problems connected to sensitivity analysis of neural networks.” (Florin Gorunescu, Zentralblatt MATH, Vol. 1189, 2010)