Neural network design / Martin T. Hagan, Howard B. Demuth, Mark Beale.
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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
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UE-Central Library | 006.3 H1412 (Browse shelf(Opens below)) | Available | T1529 |
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| 006.3 D92 Data mining introductory and advanced topics / | 006.3 En77 Ensemble learning technique for the detection and calssification of cataract from fundus images using artificial intelligence | 006.3 F8777 Neural networks : | 006.3 H1412 Neural network design / | 006.3 J46 Software agents | 006.3 L9512 Artificial intelligence : | 006.3 L9512 Artificial intelligence : |
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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