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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 - livre d'occasion

ISBN: 9781849965743

ID: 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, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques. This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each 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, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques. This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each chapter provides state-of-the-art descriptions of the important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms, are introduced. These are powerful tools for neural-network learning. Array signal processing problems are discussed in order to illustrate the applications of each neural-network model. Neural Networks in a Softcomputing Framework is an ideal textbook for graduate students and researchers in this field because in addition to grasping the fundamentals, they can discover the most recent advances in each of the popular models. The systematic survey of each neural-network model and the exhaustive list of references will enable researchers and students to find suitable topics for future research. The important 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. Textbooks New, Books~~Computers~~Computer Science, Neural-Networks-in-a-Softcomputing-Framework~~Ke-Lin-Du, 999999999, Neural Networks in a Softcomputing Framework, Ke-Lin Du, M.N.S. Swamy, 1849965749, Springer London, , , , , Springer London

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Neural Networks in a Softcomputing Framework - nouveau livre

ISBN: 9781849965743

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This comprehensive textbook reviews the most popular neural-network methods and associated techniques. Each chapter describes important research results of the respective neural-network methods. Useful for those working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence. 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, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques. This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each chapter provides state-of-the-art descriptions of the important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms, are introduced. These are powerful tools for neural-network learning. Array signal processing problems are discussed in order to illustrate the applications of each neural-network model. Neural Networks in a Softcomputing Framework is an ideal textbook for graduate students and researchers in this field because in addition to grasping the fundamentals, they can discover the most recent advances in each of the popular models. The systematic survey of each neural-network model and the exhaustive list of references will enable researchers and students to find suitable topics for future research. The important 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. Bücher / Fremdsprachige Bücher / Englische Bücher 978-1-84996-574-3, Springer

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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 - nouveau livre

ISBN: 9781849965743

ID: 118721193

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, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques. This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each chapter provides state-of-the-art descriptions of the important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms, are introduced. These are powerful tools for neural-network learning. Array signal processing problems are discussed in order to illustrate the applications of each neural-network model. Neural Networks in a Softcomputing Framework is an ideal textbook for graduate students and researchers in this field because in addition to grasping the fundamentals, they can discover the most recent advances in each of the popular models. The systematic survey of each neural-network model and the exhaustive list of references will enable researchers and students to find suitable topics for future research. The important 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. This comprehensive textbook reviews the most popular neural-network methods and associated techniques. Each chapter describes important research results of the respective neural-network methods. Useful for those working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence. Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, Springer

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Neural Networks in a Softcomputing Framework - Du, Ke-Lin Swamy, M. N. S.
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2010, ISBN: 9781849965743

[ED: Softcover], [PU: Springer, Berlin], This comprehensive textbook reviews the most popular neural-network methods and associated techniques. Each chapter describes important research results of the respective neural-network methods. Useful for those working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.2010. l, 566 S. 6 Tabellen,. 235 mmVersandfertig in 3-5 Tagen, [SC: 0.00]

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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 - Livres de poche

2010, ISBN: 9781849965743

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Détails sur le livre
Neural Networks in a Softcomputing Framework
Auteur:

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

Titre:

Neural Networks in a Softcomputing Framework

ISBN:

1849965749

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.

Informations détaillées sur le livre - Neural Networks in a Softcomputing Framework


EAN (ISBN-13): 9781849965743
ISBN (ISBN-10): 1849965749
Livre de poche
Date de parution: 2010
Editeur: Springer-Verlag GmbH
620 Pages
Poids: 0,923 kg
Langue: eng/Englisch

Livre dans la base de données depuis 05.06.2012 15:34:52
Livre trouvé récemment le 02.08.2016 12:55:53
ISBN/EAN: 1849965749

ISBN - Autres types d'écriture:
1-84996-574-9, 978-1-84996-574-3

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