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Title: Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks by Russell D. Reed, Robert J. Marks II ISBN: 0-262-18190-8 Publisher: MIT Press Pub. Date: 26 March, 1999 Format: Hardcover Volumes: 1 List Price(USD): $60.00 |
Average Customer Rating: 5 (6 reviews)
Rating: 5
Summary: A real gem of a book
Comment: Some books just have the right feel about them and this is one of them. The author clearly knows neural networks and also knows how to communicate to others in a no-nonsense fashion. With so many books being published, you rarely find a technical book that is as good as this. The emphasis here is on conveying the insights that the experts in this area would know. Importantly, concepts are explained equally in words, graphics and mathematics, maximising the uptake of knowledge from the book. Tufte would be impressed by the quality of the line graphics in this book, and the information that they convey, not to mention the overall presentation. I suspect that this book would make an ideal textbook for a course in neural networks. Overall, I've enjoyed reading it very much.
Rating: 5
Summary: Neural Smithing
Comment: Book is excellent. Covers the theory very well, such that you can make the computer code yourself. They also provide puedocode. You will be able to learn it better than other books that just give you the code. I find that once you understand the theory, writing the code is easy.
Rating: 5
Summary: Saves you months of information gathering
Comment: Everybody who tries to use NNets for real goes through these steps.
First, there is the Delta rule.
Then, there is overfitting, local minima, generalization problems and frustration.
The complexity of NN is not in it's math; the difficulty is in the construction of a NN. This book is excellent in providing rules-of-thumb for NN construction, while at the same time providing the theoretical backing.
Hey I am not making money reviewing this book, it's just really good.
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Title: Neural Networks for Pattern Recognition by Christopher M. Bishop, Chris Bishop ISBN: 0198538642 Publisher: Oxford University Press Pub. Date: January, 1996 List Price(USD): $65.00 |
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Title: An Introduction to Genetic Algorithms (Complex Adaptive Systems) by Melanie Mitchell ISBN: 0262631857 Publisher: MIT Press Pub. Date: 06 February, 1998 List Price(USD): $30.00 |
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Title: Fundamentals of Neural Networks by Laurene V. Fausett ISBN: 0133341860 Publisher: Prentice Hall Pub. Date: 15 January, 1994 List Price(USD): $120.00 |
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Title: Practical Neural Network Recipies in C++ by Masters ISBN: 0124790402 Publisher: Morgan Kaufmann Pub. Date: 31 March, 1993 List Price(USD): $69.95 |
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Title: Object-Oriented Neural Networks in C++ by Richard Rogers ISBN: 0125931158 Publisher: Morgan Kaufmann Pub. Date: 15 October, 1996 List Price(USD): $39.95 |
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