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Neural Network Fundamentals With Graphs, Algorithms, and Applications (MCGRAW HILL SERIES IN ELECTRICAL AND COMPUTER ENGINEERING) - Hardcover
Synopsis
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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- PublisherMcGraw-Hill College
- Publication date1995
- ISBN 10 0070066183
- ISBN 13 9780070066182
- BindingHardcover
- LanguageEnglish
- Number of pages512
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