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 com...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Mishra, Ashutosh (Editor), Cha, Jaekwang (Editor), Park, Hyunbin (Editor), Kim, Shiho (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary: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.
Physical Description:1 online resource (VII, 357 pages 237 illustrations, 202 illustrations in color)
ISBN:9783031221705
DOI:10.1007/978-3-031-22170-5