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Beschreibung
This book presents output sensitivity of the most popular feedforward neural network, MLPs (Multi-Layer Perceptrons), with respect to input and weight perturbations. Based on the structural features of MLPs, a bottom-up approach is proposed, in which the sensitivity of a neuron is considered first, then is that of a layer, and finally an entire network. Besides, applications of the sensitivity are also discussed.
Details
| Verlag | ¿¿¿¿¿¿¿ |
| Ersterscheinung | 24. Februar 2017 |
| Maße | 22 cm x 15 cm x 0.8 cm |
| Gewicht | 191 Gramm |
| Format | Softcover |
| ISBN-13 | 9783639829891 |
| Seiten | 116 |
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