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Neural Networks in a Softcomputing Framework - Ke-Lin Du#M.N.S. Swamy
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Ke-Lin Du#M.N.S. Swamy:

Neural Networks in a Softcomputing Framework - Paperback

2010, ISBN: 9781849965743

Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system; neural networks provide a model-free… More...

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Neural Networks in a Softcomputing Framework - M. N. S. Swamy
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M. N. S. Swamy:

Neural Networks in a Softcomputing Framework - Paperback

2010, ISBN: 1849965749

[EAN: 9781849965743], Neubuch, [SC: 0.0], [PU: Springer London], EVOLUTIONARYCOMPUTATION; FUZZYSYSTEMS; NEURALNETWORKS; OPTIMIZATION; PATTERNRECOGNITION; SIGNALPROCESSING; ARTIFICIALINTEL… More...

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Neural Networks in a Softcomputing Framework Ke-Lin Du Author
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Neural Networks in a Softcomputing Framework Ke-Lin Du Author - new book

ISBN: 9781849965743

This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important m… More...

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Neural Networks in a Softcomputing Framework - Swamy, M. N. S.; Du, Ke-Lin
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Swamy, M. N. S.; Du, Ke-Lin:
Neural Networks in a Softcomputing Framework - Paperback

2010, ISBN: 1849965749

Hardcover

Softcover reprint of hardcover 1st ed. 2006 Kartoniert / Broschiert Statistische Physik, Bilderfassungssysteme und -technologie, Informatik, Künstliche Intelligenz, Mustererkennung, Dig… More...

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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Neural Networks in a Softcomputing Framework - Du, Ke-Lin; Swamy, M. N. S.
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Du, Ke-Lin; Swamy, M. N. S.:
Neural Networks in a Softcomputing Framework - Paperback

2010, ISBN: 1849965749

Hardcover

Softcover reprint of hardcover 1st ed. 2006 Kartoniert / Broschiert Statistische Physik, Bilderfassungssysteme und -technologie, Informatik, Künstliche Intelligenz, Mustererkennung, Sig… More...

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien

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Bibliographic data of the best matching book

Details of the book
Neural Networks in a Softcomputing Framework Ke-Lin Du Author

This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms - powerful tools for neural-network learning - are introduced. The systematic survey of neural-network models and exhaustive references list will point readers toward topics for future research. The algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.

Details of the book - Neural Networks in a Softcomputing Framework Ke-Lin Du Author


EAN (ISBN-13): 9781849965743
ISBN (ISBN-10): 1849965749
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer London Core >1 >T
620 Pages
Weight: 0,923 kg
Language: eng/Englisch

Book in our database since 2012-06-05T09:34:52-04:00 (New York)
Detail page last modified on 2024-01-31T08:42:23-05:00 (New York)
ISBN/EAN: 1849965749

ISBN - alternate spelling:
1-84996-574-9, 978-1-84996-574-3
Alternate spelling and related search-keywords:
Book author: swamy, lin
Book title: lin, neural networks


Information from Publisher

Author: Ke-Lin Du; M.N.S. Swamy
Title: Neural Networks in a Softcomputing Framework
Publisher: Springer; Springer London
566 Pages
Publishing year: 2010-10-13
London; GB
Printed / Made in
Language: English
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
L, 566 p.

BC; Hardcover, Softcover / Technik/Allgemeines, Lexika; Künstliche Intelligenz; Verstehen; Evolutionary Computation; Fuzzy Systems; Neural Networks; Optimization; Pattern Recognition; Signal Processing; artificial intelligence; fuzzy logic; fuzzy system; neuro-fuzzy systems; Computational Intelligence; Complex Systems; Theory of Computation; Artificial Intelligence; Signal, Speech and Image Processing; Automated Pattern Recognition; Kybernetik und Systemtheorie; Theoretische Informatik; Elektronik; Digitale Signalverarbeitung (DSP); Mustererkennung; BB; EA

Fundamentals of Machine Learning and Softcomputing.- Multilayer Perceptrons.- Hopfield Networks and Boltzmann Machines.- Competitive Learning and Clustering.- Radial Basis Function Networks.- Principal Component Analysis Networks.- Fuzzy Logic and Neurofuzzy Systems.- Evolutionary Algorithms and Evolving Neural Networks.- Discussion and Outlook.
Provides a powerful and universal paradigm for information processing Provides state-of-the-art descriptions of the important major research results of the respective neural methods Dicusses array signal processing problems in order to illustrate the applications of each neural model

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Latest similar book:
9781848004696 Neural Networks in a Softcomputing Framework (Du, K. -L; Swamy, M. N. S.)


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