Fast IR drop estimation with machine learning

Author:

Xie Zhiyao1,Li Hai1,Xu Xiaoqing2,Hu Jiang3,Chen Yiran1

Affiliation:

1. Duke Univeristy

2. ARM Inc.

3. Texas A&M University

Funder

National Science Foundation

Semiconductor Research Corporation

Publisher

ACM

Reference44 articles.

1. Ansys. 2020. Ansys RedHawk: power noise and reliability sign-off solution. https://www.ansys.com/products/semiconductors/ansys-redhawk Ansys. 2020. Ansys RedHawk: power noise and reliability sign-off solution. https://www.ansys.com/products/semiconductors/ansys-redhawk

2. Machine Learning-Based Pre-Routing Timing Prediction with Reduced Pessimism

3. Cadence. 2020. Voltus IC Power Integrity Solution User Guide. http://www.cadence.com Cadence. 2020. Voltus IC Power Integrity Solution User Guide. http://www.cadence.com

4. Learning-based prediction of embedded memory timing failures during initial floorplan design

5. Generating Routing-Driven Power Distribution Networks With Machine-Learning Technique

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5. GPU-Accelerated Estimation and Targeted Reduction of Peak IR-Drop during Scan Chain Shifting;IEICE Transactions on Information and Systems;2023-10-01

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