Neural Networks in a Softcomputing Framework

Name: Neural Networks in a Softcomputing Framework
Brand: Springer London Ltd
SKU: 9781846283024
Price: 298.01 RON
Availability: InStock

Autor: M. N. S. Swamy, Ke-Lin Du

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Legare: Copertă tare

Editura: Springer London Ltd

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298.01 lei

Conventional model-based data processing methods are computationally expensive and require experts k...

Informații despre carte

Autor

M. N. S. Swamy, Ke-Lin Du

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2006

Pagini

566

EAN

9781846283024

ISBN

1846283027

Enbook ID

01433556

Editura

Springer London Ltd

Greutate

2290

Dimensiuni

155 x 235 x 45

Descriere completă

Conventional model-based data processing methods are computationally expensive and require experts knowledge for the modelling of a system. Neural networks are a model-free, adaptive, parallel-processing solution. This textbook provides a powerful and universal paradigm for information processing; it reviews the most popular neural-network methods and their associated techniques.Each chapter has a systematic survey of each neural-network model. Computational intelligence topics like fuzzy logic and genetic algorithms (tools for neural-network learning) are introduced. Array signal processing problems are used to show the applications of each model.This is an ideal textbook for graduate students and researchers; as well as introducing thebasics, the exhaustive list of references included will aid their future research. It is also a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and A.I.

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