Deep Reinforcement Learning-based Pin Assignment Optimization of BGA Packages considering Signal Integrity with Graph Representation

Author:

Park Joonsang,Kim Minsu,Kim Seongguk,Son Keeyoung,Shin Taein,Park Hyunwook,Kim Jihun,Choi Seonguk,Kim Haeyeon,Kim Keunwoo,Kim Joungho

Publisher

IEEE

Cited by 4 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. Pin-Opt: Graph Representation Learning for Large-Scale Pin Assignment Optimization of Microbumps Considering Signal and Power Integrity;IEEE Transactions on Components, Packaging and Manufacturing Technology;2024-04

2. Efficient EMI Analysis and Self-Shielding Design Method for Pin Map of System-in-Package;IEEE Transactions on Electromagnetic Compatibility;2023-12

3. Deep Reinforcement Learning-Based Optimal and Fast Hybrid Equalizer Design Method for High-Bandwidth Memory (HBM) Module;IEEE Transactions on Components, Packaging and Manufacturing Technology;2023-11

4. Deep Reinforcement Learning-Based Pin Map Optimization of BGA Package for EMC;2023 International Applied Computational Electromagnetics Society Symposium (ACES-China);2023-08-15

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