Neural Networks Design
Material type:
TextPublication details: New Delhi Cengage Learning 1996Edition: 2ndDescription: 19.21pISBN: - 9788131503959
- 006.32 HAG-N
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Reference Book
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Amity Central Library ASET CSE | Reference | 006.32 HAG-N (Browse shelf(Opens below)) | Not for loan | 28725 |
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| 006.312 LAR-D Data Mining and Predictive Analytics | 006.32 AND-I AN INTRODUCTION TO NEURAL NETWORKS | 006.32 ANT-N Neural Networks : Concepts Applications and Implementation | 006.32 HAG-N Neural Networks Design | 006.32 RAJ-N NEURAL NETWORKS FUZZY LOGIC AND GENETIC | 006.32 RAJ-N Neural Networks Fuzzy Systems and Evolutionary Algorithms | 006.32 SCH-A Artifical Neural Networks |
'* Preface 1. Introduction 2. Neuron Model and Network Architectures 3. An Illustrative Example 4. Perceptron Learning Rule 5. Signal and Weight Vector Spaces 6. Linear Transformations for Neural Networks 7. Supervised Hebbian Learning 8. Performance Surfaces and Optimum Points 9. Performance Optimization 10. Widrow-Hoff Learning 11. Back propagation 12. Variations on Backpropagation 13. Associative Learning 14. Competitive Networks 15. Grossberg Network 16. Adaptive Resonance Theory 17. Stability 18. Hopfield Network 19. Epilogue
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