CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
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Updated
May 20, 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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Updated
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
Mar 24, 2024 - Python
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