Hyperdimensional Computing Versus Convolutional Neural Network: Architecture, Performance Analysis, and Hardware Complexity
Author:
Affiliation:
1. Khalifa University,System-on-Chip (SoC) Lab,Electrical Engineering and Computer Science Department,Abu Dhabi,UAE
2. Khalifa University,Department of Aerospace Engineering, and Advanced Research and Innovation Center (ARIC),Abu Dhabi,UAE
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10378847/10378878/10378944.pdf?arnumber=10378944
Reference17 articles.
1. A Survey of Convolutional Neural Networks on Edge with Reconfigurable Computing
2. An Efficient In-Memory Computing Architecture for Image Enhancement in AI Applications
3. ASIC-Based Implementation of Random Spray Retinex Algorithm for Image Enhancement
4. Hyper-Dimensional Computing Challenges and Opportunities for AI Applications
5. ReRAM-Based In-Memory Computing for Search Engine and Neural Network Applications
Cited by 2 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. Advancing Hardware Implementation of Hyperdimensional Computing for Edge Intelligence;2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS);2024-04-22
2. Adapting Spatial Transformer Networks Across Diverse Hardware Platforms: A Comprehensive Implementation Study;2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS);2024-04-22
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