RASHT: A Partially Reconfigurable Architecture for Efficient Implementation of CNNs

Author:

Darbani Paria1,Rohbani Nezam2,Beitollahi Hakem1ORCID,Lotfi-Kamran Pejman2ORCID

Affiliation:

1. School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran

2. School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran

Funder

Institute for Research in Fundamental Sciences

Iran National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Hardware and Architecture,Software

Reference39 articles.

1. Dynamic stripes: Exploiting the dynamic precision requirements of activation values in neural networks;delmas;arXiv 1706 00504,2017

2. DPRed: Making typical activation and weight values matter in deep learning computing;delmas;arXiv 1804 06732,2018

3. DRAMSim2: A Cycle Accurate Memory System Simulator

4. Classification of Skin Lesions by using Extended-Incremental Convolutional Neural Network

Cited by 7 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. Self-adapting reconfigurable multiply-accumulator for real-time image processing in embedded systems;Real-time Processing of Image, Depth, and Video Information 2024;2024-06-20

2. Dynamically Adaptive Accumulator for in-sensor ANN Hardware Accelerators;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

3. Review of Lightweight Deep Convolutional Neural Networks;Archives of Computational Methods in Engineering;2023-11-28

4. Rei: A Reconfigurable Interconnection Unit for Array-Based CNN Accelerators;IEEE Transactions on Emerging Topics in Computing;2023-10

5. REDRAW: Fast and Efficient Hardware Accelerator with Reduced Reads And Writes for 3D UNet;2023 Design, Automation & Test in Europe Conference & Exhibition (DATE);2023-04

同舟云学术

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