Policy-Based Reinforcement Learning for Through Silicon Via Array Design in High-Bandwidth Memory Considering Signal Integrity

Author:

Kim Keunwoo1ORCID,Park Hyunwook2ORCID,Kim Seongguk1ORCID,Kim Youngwoo3ORCID,Son Kyungjune1ORCID,Lho Daehwan1ORCID,Son Keeyoung1ORCID,Shin Taein1ORCID,Sim Boogyo1ORCID,Park Joonsang1ORCID,Park Shinyoung4ORCID,Kim Joungho1ORCID

Affiliation:

1. School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea

2. Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, USA

3. Department of Semiconductor Systems Engineering, Sejong University, Seoul, South Korea

4. Rambus, San Jose, CA, USA

Funder

National R&D Program

National Research Foundation of Korea

Ministry of Science and ICT, South Korea

Samsung

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

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. A Novel Deep Reinforcement Learning Methodology for EMI Mitigation in Multiscenario Pinmap Design;IEEE Transactions on Components, Packaging and Manufacturing Technology;2024-07

2. Conservative Gaussian Process Models for Uncertainty Quantification and Bayesian Optimization in Signal Integrity Applications;IEEE Transactions on Components, Packaging and Manufacturing Technology;2024-07

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