Advances in Deep Learning
Wani, M. Arif, Bhat, Farooq Ahmad, Afzal, Saduf, Khan, Asif Iqbal
Produktnummer:
1830d7dcf17e274fcfb2608ac7f2aacfb3
| Autor: | Afzal, Saduf Bhat, Farooq Ahmad Khan, Asif Iqbal Wani, M. Arif |
|---|---|
| Themengebiete: | Autoebcoders Cellular Neural Networks Deep Belief Networks Deep Learning Deep Learning Architectures Face Recognition Using Deep Networks Fingerprint Recognition Using Deep Networks Image Processing With Deep Networks Training of Deep Architectures |
| Veröffentlichungsdatum: | 25.03.2019 |
| EAN: | 9789811367939 |
| Sprache: | Englisch |
| Seitenzahl: | 149 |
| Produktart: | Gebunden |
| Verlag: | Springer Singapore |
Produktinformationen "Advances in Deep Learning"
This book introduces readers to both basic and advanced concepts in deep network models. It covers state-of-the-art deep architectures that many researchers are currently using to overcome the limitations of the traditional artificial neural networks. Various deep architecture models and their components are discussed in detail, and subsequently illustrated by algorithms and selected applications. In addition, the book explains in detail the transfer learning approach for faster training of deep models; the approach is also demonstrated on large volumes of fingerprint and face image datasets. In closing, it discusses the unique set of problems and challenges associated with these models.
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