Advanced Algorithms for Neural Networks
C++ Sourcebook
Seiten
1995
John Wiley & Sons Inc
9780471105886 (ISBN)
John Wiley & Sons Inc
9780471105886 (ISBN)
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Neural networks are intelligent computer systems that simulate human thought processes. This study explores the practical applications of several neural networks and their related algorithms. Each section of the text includes examples and full C++ source code for all algorithms.
Neural networks are intelligent computer systems that simulate human thought processes. This study explores the practical applications of several neural networks and their related algorithms. Each section of the text includes full examples, information about performance validation of the networks, and full C++ source code for all algorithms.
Neural networks are intelligent computer systems that simulate human thought processes. This study explores the practical applications of several neural networks and their related algorithms. Each section of the text includes full examples, information about performance validation of the networks, and full C++ source code for all algorithms.
TIMOTHY MASTERS received his PhD in mathematics in 1981. Since then he has worked as a consultant to the defense community and to industry. He is the author of Practical Neural Network Recipes in C++ and Signal and Image Processing with Neural Networks: A C++ Sourcebook. His current research focuses on high-level image understanding using artificial intelligence and neural networks.
Deterministic Optimization; Stochastic Optimization; Hybrid Training Algorithms; Probabilistic Neural Networks I: Introduction; Probabilistic Neural Networks II: Advanced Techniques; Generalized Regression; The Gram-Charlier Neural Network; Dimension Reduction and Orthogonalization; Assessing Generalization Ability; Using the PNN Program.
| Erscheint lt. Verlag | 9.5.1995 |
|---|---|
| Zusatzinfo | Illustrations |
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 188 x 233 mm |
| Gewicht | 794 g |
| Einbandart | Paperback |
| Themenwelt | Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-13 | 9780471105886 / 9780471105886 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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