ICDaIR: Distribution-aware Static IR Drop Prediction Flow Based on Image Classification

Author:

Li Pinquan1ORCID,Zuo Yunfan1ORCID,Sun Yuwei1ORCID,Yan Hao1ORCID,Shi Longxing1ORCID

Affiliation:

1. Southeast University, Nanjing, Jiangsu, China

Funder

the Fundamental Research Funds for the Central Universities

the National Natural Science Foundation of China

the Natural Science Foundation of Jiangsu Province

Publisher

ACM

Reference15 articles.

1. Zhuomin Chai, Yuxiang Zhao, Wei Liu, Yibo Lin, Runsheng Wang, and Ru Huang. 2023. CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications with Improved Domain-Specific Evaluation Metric and Learning Strategies. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2023).

2. Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks

3. Fast flip-chip power grid analysis via locality and grid shells

4. IncPIRD: Fast Learning-Based Prediction of Incremental IR Drop

5. UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

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