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Neural Network Design
"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...
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| Format: | Printed Book |
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New Delhi
Cengage Learning India Private Limited
1996
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| Edition: | Indian Edition |
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Table of 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.