Artificial Intelligence and Hardware Accelerators
This book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers’ journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computat...
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| Weitere Verfasser: | , , , |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
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Springer International Publishing : Imprint: Springer,
2023.
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| Ausgabe: | 1st ed. 2023. |
| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1007/978-3-031-22170-5 |
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Inhaltsangabe:
- Introduction
- AI Hardware Accelerators
- AI Accelerators for Standalone Compute
- AI Accelerators for Servers and Cloud Applications
- AI Accelerators for Configurable Hardware
- Hardware Architecture for Smartphones
- Software and Benchmark for Smartphones
- Hardware Accelerators for Autonomous Vehicles
- Hardware Accelerators in Embedded Systems
- Processing-In-Memory based Hardware Accelerator
- Emerging CNN Hardware Architectures for Energy-efficient AI
- Neuromorphic Hardware Accelerators.