MC-CIM: Compute-in-Memory With Monte-Carlo Dropouts for Bayesian Edge Intelligence
Author:
Affiliation:
1. Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, IL, USA
2. Intel, Santa Clara, CA, USA
Funder
NSF Career
Intel
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Hardware and Architecture
Link
https://ieeexplore.ieee.org/ielam/8919/10027800/9972346-aam.pdf
Reference35 articles.
1. Compute-in-Memory Upside Down: A Learning Operator Co-Design Perspective for Scalability
2. Thirteen Ways to Look at the Correlation Coefficient
3. MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators
4. Unsupervised feature learning for 3D scene labeling
5. Concrete dropout;gal;arXiv 1705 07832,2017
Cited by 14 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. ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-06
2. Prediction and evaluation of wireless network data transmission security risk based on machine learning;Wireless Networks;2024-05-28
3. Conformalized Multimodal Uncertainty Regression and Reasoning;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
4. Synergizing Federated Learning and In-Memory Computing;Advances in Systems Analysis, Software Engineering, and High Performance Computing;2024-04-05
5. Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25
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