Standard cell layout generation with applied artificial intelligence

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12169677
APP PUB NO 20220027546A1
SERIAL NO

17230592

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Abstract

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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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Patent Owner(s)

Patent OwnerAddress
NVIDIA CORP2788 SAN TOMAS EXPRESSWAY SANTA CLARA CA 95051

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fojtik, Matthew Rudolph Chapel Hill, US 8 34
Ren, Haoxing Austin, US 57 461

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