Emphasizing the practical exploration of various neural networking techniques, this study describes how to design and implement programs that may be used in a number of areas, such as pattern recognition, financial forecasting, and the solution of engineering problems.
Sprache
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Zielgruppe
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Höhe: 233 mm
Breite: 189 mm
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ISBN-13
978-0-471-30975-8 (9780471309758)
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Schweitzer Klassifikation
Programming Preliminaries; The User Interface; FEEDFORWARD NETWORKS; Feedforward (Backpropagation) Networks; Pattern Classification; Chaos and Neural Networks; Financial Forecasting: Predicting Interest Rates; A Control Problem: Balancing a Broom; Genetic Optimization and Other Advanced Training Methods; OTHER NEURAL NETWORKS; Hopfield Networks; Self-Organizing Networks; FUZZY LOGIC; Fuzzy Logic Control; Fuzzy Genetic Modeling; Appendices; Index.
