Machine Learning-Based Hotspot Detection: Fallacies, Pitfalls and Marching Orders

Author:

Reddy Gaurav Rajavendra1,Madkour Kareem2,Makris Yiorgos1

Affiliation:

1. The University of Texas,Department of Electrical and Computer Engineering,Dallas,USA

2. MentorA Siemens Business,Egypt

Publisher

IEEE

Cited by 25 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. Feature Fusion based Hotspot Detection with R-EfficientNet;Proceedings of the Great Lakes Symposium on VLSI 2024;2024-06-12

2. APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

3. Hierarchical Attention Module-Based Hotspot Detection in Wafer Fabrication Using Convolutional Neural Network Model;IEEE Access;2024

4. Analysis and Characterization of Defects in FeFETs;2023 IEEE International Test Conference (ITC);2023-10-07

5. Automated and Agile Design of Layout Hotspot Detector via Neural Architecture Search;2023 Design, Automation & Test in Europe Conference & Exhibition (DATE);2023-04

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