Ashutosh Mishra,
Jaekwang Cha,
Hyunbin Park,
Shiho Kim
e.a.
Springer International Publishing
e druk, 2024
9783031221729
Artificial Intelligence and Hardware Accelerators
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2024
ISBN13: 9783031221729
Rubricering
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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 computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators
Specificaties
ISBN13:9783031221729
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Inhoudsopgave
<p>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.</p>