RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis

Author:

Chowdhury Tanmoy1,Vakil Ashkan1,Saber Latibari Banafsheh2,Aresh Beheshti Shirazi Seyed1,Mirzaeian Ali1,Guo Xiaojie1,Manoj P D Sai1,Homayoun Houman2,Savidis Ioannis3,Zhao Liang4,Sasan Avesta2

Affiliation:

1. George Mason University, Fairfax, VA, USA

2. University of California, Davis, Davis, CA, USA

3. Drexel University, Philadelphia, PA, USA

4. Emory University, Atlanta, GA, USA

Publisher

ACM

Reference25 articles.

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2. Sayed Aresh Beheshti-Shirazi , Ashkan Vakil , Sai Manoj , Ioannis Savidis , Houman Homayoun , and Avesta Sasan . 2021. A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop . Association for Computing Machinery , New York, NY, USA , 181--187. https://doi.org/10.1145/3453688.3461754 Sayed Aresh Beheshti-Shirazi, Ashkan Vakil, Sai Manoj, Ioannis Savidis, Houman Homayoun, and Avesta Sasan. 2021. A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop. Association for Computing Machinery, New York, NY, USA, 181--187. https://doi.org/10.1145/3453688.3461754

3. Leo Breiman . 1996. Stacked regressions. Machine learning 24, 1 ( 1996 ), 49--64. Leo Breiman. 1996. Stacked regressions. Machine learning 24, 1 (1996), 49--64.

4. An Accurate and Efficient Timing Prediction Framework for Wide Supply Voltage Design Based on Learning Method

5. Trevor Hastie , Robert Tibshirani , and Jerome Friedman . 2009. The elements of statistical learning: data mining, inference, and prediction . Springer Science & Business Media . Trevor Hastie, Robert Tibshirani, and Jerome Friedman. 2009. The elements of statistical learning: data mining, inference, and prediction. Springer Science & Business Media.

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