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Neural Network Design

By: Contributor(s): Material type: TextTextPublication details: New Delhi Cengage Learning India Private Limited 1996Edition: Indian EditionDescription: 1 volume (various pagings) : illustrationsISBN:
  • 9788131503959
Subject(s): DDC classification:
  • 006.3 HAG-N
Contents:
Neuron model and network architectures; an illustrative examples; perceptron learning rule; signal and weight vector spaces; linear transformations for neural networks; supervised Hebbian learning; performance surfaces and optimum points; performance optimization; Widrow-Hoff learning.
Summary: "This book provides a clear and detailed survey of basic neural network architectures and learning rules. In it, the authors emphasize mathematical analysis of networks, methods for training networks, and appication of networks to practical engineering problems in pattern recognition, signal processing, and control systems."
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Holdings
Item type Current library Home library Call number Status Date due Barcode
Book Book Dept. of Computational Biology and Bioinformatics Processing Center Dept. of Computational Biology and Bioinformatics 006.3 HAG-N (Browse shelf(Opens below)) Available DCB1167

Neuron model and network architectures; an illustrative examples; perceptron learning rule; signal and weight vector spaces; linear transformations for neural networks; supervised Hebbian learning; performance surfaces and optimum points; performance optimization; Widrow-Hoff learning.

"This book provides a clear and detailed survey of basic neural network architectures and learning rules. In it, the authors emphasize mathematical analysis of networks, methods for training networks, and appication of networks to practical engineering problems in pattern recognition, signal processing, and control systems."

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