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...

Full description

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:	Electronic circuits. Cooperating objects (Computer systems). Artificial intelligence. Electronic Circuits and Systems. Cyber-Physical Systems. Artificial Intelligence. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

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.