Machine Learning based SET Propagation Prediction for Large Scale Integrated Circuits

Ruiqiang Song, Jiageng Shi,Jinjin Shao,Xiaoyu Zhang

2021 IEEE 14th International Conference on ASIC (ASICON)（2021）

引用 1|浏览0

暂无评分

摘要

This paper presents a machine learning based SET propagation prediction method. A back propagation neural network (BPNN) is implemented in the proposed method. It is used to calculate the SET propagation probability to flip-flops. Compared with the conventional SET propagation simulation method, the proposed method achieves similar SET propagation probability results with the runtime improvement. ...

查看译文

关键词

Runtime,Radiation hardening (electronics),Conferences,Neural networks,Machine learning,Prediction methods,Probability

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要