Smart Sensors and Deep Learning Solutions for Future Intelligent Systems
New Requirements from Software to Silicon
Seiten
2017
|
1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-61788-6 (ISBN)
Springer International Publishing (Verlag)
978-3-319-61788-6 (ISBN)
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This book introduces readers to recent activities and achievements regarding “hardware and software design issues on sensors and deep learning” in various contexts, as well as the technologies used to do so.It presents cutting-edge technologies not only for AI (artificial intelligence) algorithms, but also for implementation methods of various AI applications. It consists of several categories: (i) basic sensor technologies, (ii) deep learning algorithms, (iii) AI and its role in smart sensor networks, (iv) low-power design for deep learning, (v) sensors, and (vi) implementation examples for various AI applications.="" image="" voice="" recognition,="" help="" produce="" highly="" reliable="" anti-crime="" monitoring="" systems,="" self-driving="" cars,="" home="" nursing-care="" robots,="" countless="" other="" iot="" (internet="" of="" things)="" applications. This book offers a valuable resource for all AI researchers who are interested in deep learning algorithms, sensors, embedded systems and AI applications.
Basic Sensor Technologies.- Introduction to Deep Learning.- Artificial Intelligence and Its Role for Smart Sensor Network Systems.- Deep Learning and Low-power Embedded Systems.- Sensors and Embedded Systems.
Reihe/Serie | Studies in Computational Intelligence ; 723 |
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Zusatzinfo | XVII, 289 p. 166 illus., 106 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Technik ► Elektrotechnik / Energietechnik |
Schlagworte | Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • Deep learning • Electronics and Microelectronics, Instrumentation • Electronics engineering • Engineering • Engineering: general • Hardware • Intelligent Systems • machine learning • Robotics • smart sensors • Software |
ISBN-10 | 3-319-61788-5 / 3319617885 |
ISBN-13 | 978-3-319-61788-6 / 9783319617886 |
Zustand | Neuware |
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