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… mais…

Conventional model-based data processing methods are computationally expensive and require experts&#8217; 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. Buch (fremdspr.) Ke-Lin Du#M.N.S. Swamy Taschenbuch, Springer London, 13.10.2010, Springer London, 2010<

2010, ISBN: 1849965749

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

[EAN: 9781849965743], Neubuch, [SC: 0.0], [PU: Springer London], EVOLUTIONARYCOMPUTATION; FUZZYSYSTEMS; NEURALNETWORKS; OPTIMIZATION; PATTERNRECOGNITION; SIGNALPROCESSING; ARTIFICIALINTELLIGENCE; FUZZYLOGIC; FUZZYSYSTEM; NEURO-FUZZYSYSTEMS, Druck auf Anfrage Neuware - Printed after ordering - 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. 620 pp. Englisch, Books<

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… mais…

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. New Textbooks>Trade Paperback>Science>Engineering>Engr Ref, Springer London Core >1 >T<

2010, ISBN: 1849965749

Edição encadernada

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

Softcover reprint of hardcover 1st ed. 2006 Kartoniert / Broschiert Statistische Physik, Bilderfassungssysteme und -technologie, Informatik, Künstliche Intelligenz, Mustererkennung, Digitale Signalverarbeitung (DSP), evolutionarycomputation; fuzzysystems; neuralnetworks; Optimization; patternrecognition; signalprocessing; ArtificialIntelligence; fuzzylogic; fuzzysystem; Neuro-fuzzySystems, mit Schutzumschlag 11, [PU:Springer London]<

2010, ISBN: 1849965749

Edição encadernada

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

Softcover reprint of hardcover 1st ed. 2006 Kartoniert / Broschiert Statistische Physik, Bilderfassungssysteme und -technologie, Informatik, Künstliche Intelligenz, Mustererkennung, Signalverarbeitung, Evolutionary Computation; Fuzzy Systems; Optimization; Pattern Recognition; Signal Processing; artificial intelligence; fuzzy logic; fuzzy system; neuro-fuzzy systems, mit Schutzumschlag neu, [PU:Springer London]<