Neural network design / Martin T. Hagan, Howard B. Demuth, Mark Beale.
Material type: TextPublication details: New Dehli : Cengage, 2008Description: 1 v. (various pagings) : ill. ; 24 cm. + 1 computer disk (3 1/2 in.)ISBN:- 9788131503959
- 006.3 20 H1412
Item type | Current library | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|
Books | UE-Central Library | 006.3 H1412 (Browse shelf(Opens below)) | Available | T1529 |
Includes bibliographical references and index.
1. Neuron model and network architectures;
2. An illustrative examples;
3. Perceptron learning rule;
4. Signal and weight vector spaces;
5. Linear transformations for neural networks;
6. Supervised Hebbian learning;
7. Performance surfaces and optimum points;
8. Performance optimization;
9. Widrow-Hoff learning, backpropagation, variations on backpropagation, associative learning, competitive networks, grossberg network, adaptive resonance theory, stability, hopfield network, epilogue
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