CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
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Updated
Dec 16, 2024 - Python
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ir-drop
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This is a deep-learning based model for Electronic Design Automation(EDA), predicting the IR drop location on the chip.
python machine-learning deep-learning eda pytorch prediction-model electronic-design-automation ir-drop
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Aug 4, 2023 - Python
Entries for the 2023 5th National College Student Integrated Circuit EDA Elite Challenge. SoC chip physical layout static IR drop prediction project based on methods such as image processing and NLP unsupervised learning.
machine-learning word2vec cnn power-network unsupervised-learning pix2pix vlsi-physical-design signoff u-net electronic-design-automation soc-design u-net-pytorch physical-layout-analysis ir-drop
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Updated
Aug 12, 2024 - Python
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