Search Results for author: Michael Defferrard

Found 1 papers, 1 papers with code

DE-HNN: An effective neural model for Circuit Netlist representation

2 code implementations30 Mar 2024 Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Donghyeon Koh, Michael Defferrard, Elahe Rezaei, Ryan Carey, Rhett Davis, Rajeev Jain, Yusu Wang

Using the input and output data of the tools from past designs, one can attempt to build a machine learning model that predicts the outcome of a design in significantly shorter time than running the tool.

Graph Learning

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