Neural Network Fundamentals With Graphs, Algorithms, and Applications (MCGRAW HILL SERIES IN ELECTRICAL AND COMPUTER ENGINEERING)
Language: English
Published by McGraw-Hill College, 1995
- Hardcover
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Hardcover
Condition: Used - Good
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- Title
- Neural Network Fundamentals With Graphs, Algorithms, and Applications (MCGRAW HILL SERIES IN ELECTRICAL AND COMPUTER ENGINEERING)
- Author
- Bose, N. K.,Liang, P.
- Publisher
- McGraw-Hill College
- Publication year
- 1995
- Condition
- Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 0070066183
- ISBN 13
- 9780070066182
This text presents neural network theory for diverse applications in a unified way, where the structural of artificial neural networks are characterized by distinguished classes of graphs. The book proceeds from a clear but concise exposition of neuroscience fundamentals, graph theory and alogorithms to a detailed analysis of perceptron and lms-theory based neural networks, multilayer feedforward networks, and self-organizing and competitive learning neural networks. The text culminates with a chapter on selected applications.
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