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  • ISBN: 9780134898322
  • ISBN10: 013489832X

Neural Networks Analysis and Design

by Veelenturf, L.

  • List Price: $75.00
  • Binding: Hardcover
  • Edition: 1
  • Publisher: Prentice Hall PTR
  • Publish date: 06/14/1995
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Description: Thorough, compact, and self-contained, this explanation and analysis of a broad range of neural nets is conveniently structured so that readers can first gain a quick global understanding of neural nets -- "without" the mathematics -- and can then delve into mathematical specifics as necessary. The behavior of neural nets is first explained from an intuitive perspective; the formal analysis is then presented; and the practical implications of the formal analysis are stated separately. Analyzes the behavior of the six main types of neural networks -- The Binary Perceptron, The Continuous Perceptron (Multi-Layer Perceptron), The Bidirectional Memories, The Hopfield Network (Associative Neural Nets), The Self-Organizing Neural Network of Kohonen, and the new Time Sequentional Neural Network. For technically-oriented individuals working with information retrieval, pattern recognition, speech recognition, signal processing, data classification.
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FOREST OF WISDOM
Location: Elk Grove Village, IL
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Sewn binding. Cloth over boards. 259 p. Audience: General/trade.
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