STANDARD CELL LAYOUT GENERATION WITH APPLIED ARTIFICIAL INTELLIGENCE
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United States of America
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Issued Date -
Jan 27, 2022
app pub date -
Apr 14, 2021
filing date -
Apr 14, 2021
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Abstract
A genetic algorithm is utilized to generate routing candidates to which a reinforcement learning model is applied to correct the design rule constraint violations incrementally. A design rule checker provides feedback on the violations to the reinforcement learning model and the model learns how to fix the violations. A layout device placer based upon a simulated annealing method may also be utilized.
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