Regularized Radial Basis Function Networks

Theory and Applications

By: Paul V. Yee, Simon Haykin

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Hardcover | 2 April 2001 | Edition Number 1

At a Glance

Hardcover
208 Pages

Dimensions(cm)
23.85 x 16.1 x 1.91

Hardcover

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Dieser Band beschaftigt sich mit RBFNs, einer Klasse von Netzwerken, die in neuronalen Netzen fur spezielle Anwendungen, beispielsweise in der nichtlinearen Prozeßabschatzung und -steuerung, Einsatz finden. Alle wichtigen mathematischen Begriffe und Theoreme werden ausfuhrlich erlautert. Ein maßgebliches Buch zu einer hochmodernen Technologie!

Industry Reviews

"To serve as a bridge between nonparametric estimation and artificial neural networks, Yee...and Haykin...examines the interplay of ides in the two ideas." (SciTech Book News Vol. 25, No. 2 June 2001)

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