Deep Learning: Algorithms and Applications
Produktnummer:
182e69f37724da42fe85f49f67b93f14a9
| Themengebiete: | AI Computational Intelligence Computer Vision Deep Learning Architectures Development Paradigms Image Processing Knowledge Representation Machine Learning Natural Language Processing Pattern Recognition |
|---|---|
| Veröffentlichungsdatum: | 04.11.2019 |
| EAN: | 9783030317591 |
| Sprache: | Englisch |
| Seitenzahl: | 360 |
| Produktart: | Gebunden |
| Herausgeber: | Chen, Shyi-Ming Pedrycz, Witold |
| Verlag: | Springer International Publishing |
Produktinformationen "Deep Learning: Algorithms and Applications"
This book presents a wealth of deep-learning algorithms and demonstrates their design process. It also highlights the need for a prudent alignment with the essential characteristics of the nature of learning encountered in the practical problems being tackled. Intended for readers interested in acquiring practical knowledge of analysis, design, and deployment of deep learning solutions to real-world problems, it covers a wide range of the paradigm’s algorithms and their applications in diverse areas including imaging, seismic tomography, smart grids, surveillance and security, and health care, among others. Featuring systematic and comprehensive discussions on the development processes, their evaluation, and relevance, the book offers insights into fundamental design strategies for algorithms of deep learning.
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