Deep Simple Recurrent Unit-Based Transient Modeling Method for High-Speed Circuits

H Ma, J Qiu, G Sheng, W Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The need for rapid and precise transient simulation for signal integrity (SI) assessment of
high-speed circuits in microwave systems becomes increasingly crucial. Conventional …

AI-assisted Design for Reliability: Review and Perspectives

C Yuan, SDM de Jong… - 2024 25th International …, 2024 - ieeexplore.ieee.org
The demand for rapid advancement in AI, mobile and automotive markets is pushing the
boundaries of electronic packaging, including heterogeneous integration, high-power …

Deep Gated Recurrent Unit Network for High-Speed Links Modeling

J Qiu, H Ma, S Tan - 2023 IEEE 7th International Symposium on …, 2023 - ieeexplore.ieee.org
In this article, we propose a time domain response modeling method that uses deep gated
recurrent gates (GRU) for high-speed links. A high-speed link example is constructed in this …

Machine Learning for EMC/SI/PI–Blackbox, Physics Recovery, and Decision Making

L Jiang - IEEE Electromagnetic Compatibility Magazine, 2023 - ieeexplore.ieee.org
Machine learning (ML) is one of today's most studied subjects in almost every research area.
It provides interesting mathematical tools that could inspire us to rethink about the EMC/SI/PI …