An 8.9–71.3 TOPS/W Deep Learning Accelerator for Arbitrarily Quantized Neural Networks
Author:
Affiliation:
1. Department of Convergence IT Engineering, Pohang University of Science and Technology, Pohang, South Korea
2. Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea
Funder
National Research Foundation
Korea Ministry of Science and ICT
IC Design Education Center
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/8920/9900496/09803289.pdf?arnumber=9803289
Reference18 articles.
1. Deep residual learning for image recognition;he;arxiv abs/1512 03385,2015
2. Attention is all you need;vaswani;ArXiv abs/1706 03762,2017
3. A 3.4-to-13.3TOPS/W 3.6TOPS dual-core deep-learning accelearator for versatile AI applications in 7nm 5G Smartphone SoC;lin;Proc Int l Solid-States Circuits Conf (ISSCC),2020
4. 9.2 A 28nm 12.1TOPS/W Dual-Mode CNN Processor Using Effective-Weight-Based Convolution and Error-Compensation-Based Prediction
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Memory-Efficient Batch Normalization by One-Pass Computation for On-Device Training;IEEE Transactions on Circuits and Systems II: Express Briefs;2024-06
2. Multipurpose Deep-Learning Accelerator for Arbitrary Quantization With Reduction of Storage, Logic, and Latency Waste;IEEE Journal of Solid-State Circuits;2024-01
3. A 127.8TOPS/W Arbitrarily Quantized 1-to-8b Scalable-Precision Accelerator for General-Purpose Deep Learning with Reduction of Storage, Logic and Latency Waste;2023 IEEE International Solid- State Circuits Conference (ISSCC);2023-02-19
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3