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Adaptive Learning of Polynomial Networks

Adaptive Learning of Polynomial Networks

Hitoshi Iba / Nikolay Nikolaev

206,13 €
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Editorial:
Springer Nature B.V.
Año de edición:
2006
Materia
Ciencias de la computación
ISBN:
9780387312392

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This book delivers theoretical and practical knowledge for developing algorithms that infer linear and non-linear multivariate models, providing a methodology for inductive learning of polynomial neural network models (PNN) from data. The text emphasizes an organized model identification process by which to discover models that generalize and predict well. The book further facilitates the discovery of polynomial models for time-series prediction.

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