Artificial neural networks
Artificial Neural Networks brings together an identifiable core of ideas, techniques, and applications that characterize this emerging field. The text is intended for beginning graduate / advanced undergraduate students as well as practicing engineers and scientists.
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
New York, NY
McGraw-Hill
1997
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| Series: | McGraw-Hill series in computer science. / Artificial intelligence
McGraw-Hill series in electrical and computer engineering |
| Subjects: | |
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| 008 | 140224 1997 nyua bi 000 0 eng d | ||
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| 040 | |a UPNM | ||
| 090 | |a QA 76.87 |b .S31 1997 | ||
| 100 | 1 | |a Schalkoff, Robert J. | |
| 245 | 1 | 0 | |a Artificial neural networks |c Robert J. Schalkoff |
| 260 | |a New York, NY |b McGraw-Hill |c 1997 | ||
| 300 | |a xxi, 422 p. |b ill. |c v25 cm. | ||
| 490 | 0 | |a McGraw-Hill series in computer science. / Artificial intelligence | |
| 490 | 0 | |a McGraw-Hill series in electrical and computer engineering | |
| 504 | |a Includes bibliographical references and index | ||
| 505 | |a Overview: artificial neural networks and neural computing -- Mathematical fundamentals for ANN study -- Elementary ANN building blocks -- Single-unit mappings and the perceptron -- Introduction to neural mappings and pattern associator applications -- Feedforward networks and training: part 1 -- Feedforward networks, part 2: extensions and advanced topics -- Recurrent networks -- Competitive and self-organizing networks -- Radial Basis Function (RBF) networks and Time Delay Neural Networks (TDNNs) -- Fuzzy neural networks including fuzzy sets and logic and ANN implementations -- ANN hardware and implementation concerns | ||
| 520 | |a Artificial Neural Networks brings together an identifiable core of ideas, techniques, and applications that characterize this emerging field. The text is intended for beginning graduate / advanced undergraduate students as well as practicing engineers and scientists. | ||
| 650 | 0 | |a Neural networks (Computer science) | |
| 999 | |a vtls000051295 |c 31064 |d 31064 | ||