Application of Deep Learning in Back-End Simulation: Challenges and Opportunities

Author:

Chen Yufei1,Pei Haojie2,Dong Xiao1,Jin Zhou2,Zhuo Cheng1

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

Cited by 8 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. 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

2. 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

3. Agile Full-Chip Sign-Off in the Post-Moore Era;2023 China Semiconductor Technology International Conference (CSTIC);2023-06-26

4. Adaptive Transient Stepping Policy on Reinforcement Learning;2023 International Symposium of Electronics Design Automation (ISEDA);2023-05-08

5. A Fast Method to Estimate Through-Bump Current for Power Delivery Verification;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-05

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