Neural Network Design
Material type: TextPublication details: New Delhi Cengage Learning India Private Limited 1996Edition: Indian EditionDescription: 1 volume (various pagings) : illustrationsISBN:- 9788131503959
- 006.3 HAG-N
Item type | Current library | Home library | Call number | Status | Date due | Barcode | |
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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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