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Book Categories |
| Foreword | ||
| Acknowledgments | ||
| 1 | Introduction | 1 |
| 2 | The Vector Decomposition Method | 27 |
| 3 | Dynamics of Single Layer Nets | 39 |
| 4 | Unipolar Input Signals in Single-Layer Feed-Forward Neural Networks | 57 |
| 5 | Cross-talk in Single-Layer Feed-Forward Neural Networks | 63 |
| 6 | Precision Requirements for Analog Weight Adaptation Circuitry for Single-Layer Nets | 75 |
| 7 | Discretization of Weight Adaptations in Single-Layer Nets | 91 |
| 8 | Learning Behavior and Temporary Minima of Two-Layer Neural Networks | 107 |
| 9 | Biases and Unipolar Input signals for Two-Layer Neural Networks | 147 |
| 10 | Cost Functions for Two-Layer Neural Networks | 167 |
| 11 | Some issues for f'(x) | 177 |
| 12 | Feed-forward hardware | 187 |
| 13 | Analog weight adaptation hardware | 215 |
| 14 | Conclusions | 229 |
| Index | 235 | |
| Nomenclature | 237 |
| Price | Condition | Delivery | Seller | Action |
| $141.86 | Digital |
| WonderClub |
Robert Sheriff
reviewed Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation on March 02, 2019
Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation
Most books about neural networks are silent when it comes to less obvious details of what training feedforward networks actually does, and what the result of the network represents. This book analyzes all these details by means of statistics, and consequently gives a very solid foundation for understanding neural networks. The definitive book for feedforward neural networks - extremely good! The math-heavy treatise makes it unsuitable for a beginners book, though.
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Add Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation, Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some , Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation to the inventory that you are selling on WonderClubX
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Add Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation, Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation presents a novel method for the mathematical analysis of neural networks that learn according to the back-propagation algorithm. The book also discusses some , Feed-Forward Neural Networks, Vector Decomposition Analysis, Modelling And Analog Implementation to your collection on WonderClub |