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Neural Networks in a Softcomputing Framework

Name: Neural Networks in a Softcomputing Framework
Brand: Springer London Ltd
SKU: 01433556
Price: 58.37 EUR
Availability: InStock
Author: M. N. S. Swamy
ISBN: 9781846283024

M. N. S. Swamy

Ke-Lin Du

Language

English

Book Hardback

Libristo code: 01433556

Publishers Springer London Ltd, April 2006

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

Libristo code: 01433556

141 b

58.37 €

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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.