CircuitNet: An Open-Source Dataset for Machine Learning Applications in
Electronic Design Automation (EDA)

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

1 August 2022

Wei Liu

Papers citing "CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)"

6 / 6 papers shown

Title
DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis Zhiyu Li Changran Xu Zhengyuan Shi Zedong Peng Yi Liu ... Xinyu Wang Jieru Zhao Zhufei Chu Xiaoyu Yang Qiang Xu 58 3 0 25 Feb 2025
PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction Yuxiang Zhao Zhuomin Chai Xun Jiang Yibo Lin Runsheng Wang Ru Huang 33 2 0 27 Mar 2024
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research Jingyu Pan Chen-Chia Chang Zhiyao Xie Yiran Chen 12 2 0 04 Dec 2023
CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong Weidong Cao Muhan Zhang Dacheng Tao Yixin Chen Xuan Zhang GNN 39 31 0 31 Aug 2023
HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction Yuxiang Zhao Zhuomin Chai Yibo Lin Runsheng Wang Ru Huang 26 4 0 07 May 2023
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis Zhigang Wei Aman Arora Ruihao Li L. John 17 6 0 17 Feb 2023