Artificial Intelligence and Hardware Accelerators
Buch in deiner Nähe kaufen
Beschreibung
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
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
Provides readers with state-of-the-art research on hardware accelerator design and AI approaches Describes challenges and bottlenecks associated with the design/deployment of hardware accelerators Includes case studies describing approaches to resolve typical problems
Autor*in
Ashutosh Mishra
Themen in »Artificial Intelligence and Hardware Accelerators«
AI Acceleration and Machine Learning AI Hardware Accelerators AI Accelerators for Configurable Hardware Hardware Accelerators in Embedded Systems Processing-In-Memory based Hardware Accelerator neural processing units