Application of Deep Learning in Back-End Simulation: Challenges and Opportunities
Author:
Affiliation:
1. College of Information Science & Electronic Engineering, Zhejiang University,Hangzhou,China
2. College of Information Science and Engineering, China University of Petroleum,Beijing,China
Funder
NSFC
Science Foundation of China University of Petroleum, Beijing
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9712466/9712479/09712511.pdf?arnumber=9712511
Reference58 articles.
1. Model Reduction for Circuit Simulation
2. GLU3.0: Fast GPU-based Parallel Sparse LU Factorization for Circuit Simulation
3. Dynamic IR-drop ECO optimization by cell movement with current waveform staggering and machine learning guidance
4. PowerPlanningDL: Reliability-Aware Framework for On-Chip Power Grid Design using Deep Learning
5. Template-based PDN Synthesis in Floorplan and Placement Using Classifier and CNN Techniques
Cited by 10 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. UnetPro: Combining Attention with Skip Connection in Unet for Efficient IR Drop Prediction;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10
2. Machine Learning and GPU Accelerated Sparse Linear Solvers for Transistor-Level Circuit Simulation: A Perspective Survey (Invited Paper);2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22
3. OSSP-PTA: An Online Stochastic Stepping Policy for PTA on Reinforcement Learning;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-11
4. Invited Paper: Unleashing the Potential of Machine Learning: Harnessing the Dynamics of Supply Noise for Timing Sign-Off;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28
5. Agile Full-Chip Sign-Off in the Post-Moore Era;2023 China Semiconductor Technology International Conference (CSTIC);2023-06-26
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