Artificial intelligence accelerators

A Mishra, P Yadav, S Kim - Artificial Intelligence and Hardware …, 2023 - Springer
Artificial intelligence (AI) algorithms are extremely computational-intensive on voluminous
data. AI accelerators are desired to satisfy their hardware demands. This chapter introduces …

[图书][B] Artificial Intelligence and Hardware Accelerators

A Mishra, J Cha, H Park, S Kim - 2023 - Springer
Artificial intelligence (AI) is designing new genesis around the globe and garnering great
attention from industries and academia. AI algorithms are indigenously intensely …

AI accelerators for cloud and server applications

R Shrestha, R Bajracharya, A Mishra, S Kim - Artificial intelligence and …, 2023 - Springer
AI accelerator is a specialized hardware processing unit that provides high throughput,
lower latency, and higher energy efficiency compared to existing server-based processors …

A systematic literature review on hardware implementation of artificial intelligence algorithms

MA Talib, S Majzoub, Q Nasir, D Jamal - The Journal of Supercomputing, 2021 - Springer
Artificial intelligence (AI) and machine learning (ML) tools play a significant role in the recent
evolution of smart systems. AI solutions are pushing towards a significant shift in many fields …

Trends in AI processor technology

MY Lee, J Chung, JH Lee, JH Han… - Electronics and …, 2020 - koreascience.kr
As the increasing expectations of a practical AI (Artificial Intelligence) service makes AI
algorithms more complicated, an efficient processor to process AI algorithms is required. To …

Hardware accelerators and accelerators for machine learning

D Ali, AU Rehman, FH Khan - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) has recently regained a lot of attention and investment due to the
availability of massive amounts of data and the rapid rise in computing power. Many …

ASimOV: A framework for simulation and optimization of an embedded AI accelerator

DH Hwang, CY Han, HW Oh, SE Lee - Micromachines, 2021 - mdpi.com
Artificial intelligence algorithms need an external computing device such as a graphics
processing unit (GPU) due to computational complexity. For running artificial intelligence …

Introduction to hardware accelerator systems for artificial intelligence and machine learning

N Gupta - Advances in Computers, 2021 - Elsevier
An AI accelerator is a category of specialized hardware accelerator or automatic data
processing system designed to accelerate computer science applications, particularly …

[PDF][PDF] Current AI Trends: Hardware and Software Accelerators

M Presutto - Royal Institute of Technology, 2018 - academia.edu
AI is evolving at a pace quicker than ever in history: private and national founds are being
invested to embed it in services while the research community keeps pushing state of the art …

[图书][B] Ascend AI Processor Architecture and Programming: Principles and Applications of CANN

X Liang - 2020 - books.google.com
Ascend AI Processor Architecture and Programming: Principles and Applications of CANN
offers in-depth AI applications using Huawei's Ascend chip, presenting and analyzing the …