Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction Using Graph Neural Network and U-Net-Reference-Cited by-同舟云学术

Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction Using Graph Neural Network and U-Net

Published:2022-10-30 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design
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Author:

Baek Kyeonghyeon¹,Park Hyunbum¹,Kim Suwan¹,Choi Kyumyung¹,Kim Taewhan¹

Affiliation:

1. Seoul National University, Seoul, Korea

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3508352.3549346

Reference25 articles.

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2. W.-T. J. Chan , P.-H. Ho , A. B. Kahng , and P. Saxena , " Routability optimization for industrial designs at sub-14nm process nodes using machine learning," in Proceedings of International Symposium on Physical Design (ISPD) , 2017 . W.-T. J. Chan, P.-H. Ho, A. B. Kahng, and P. Saxena, "Routability optimization for industrial designs at sub-14nm process nodes using machine learning," in Proceedings of International Symposium on Physical Design (ISPD), 2017.

3. W.-T. Hung , J.-Y. Huang , Y.-C. Chou , C.-H. Tsai , and M. Chao , " Transforming global routing report into drc violation map with convolutional neural network," in Proceedings of International Symposium on Physical Design (ISPD) , 2020 . W.-T. Hung, J.-Y. Huang, Y.-C. Chou, C.-H. Tsai, and M. Chao, "Transforming global routing report into drc violation map with convolutional neural network," in Proceedings of International Symposium on Physical Design (ISPD), 2020.

4. RouteNet

5. T.-C. Yu , S.-Y. Fang , H.-S. Chiu , K.-S. Hu , P. H.-Y. Tai , C. C.-F. Shen , and H. Sheng , " Pin accessibility prediction and optimization with deep learning-based pin pattern recognition," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , 2020 . T.-C. Yu, S.-Y. Fang, H.-S. Chiu, K.-S. Hu, P. H.-Y. Tai, C. C.-F. Shen, and H. Sheng, "Pin accessibility prediction and optimization with deep learning-based pin pattern recognition," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2020.

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