Neural network layers with a controlled degree of spatial invariance

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12265911
APP PUB NO 20210248472A1
SERIAL NO

17121161

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Abstract

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A computing system can include one or more non-transitory computer-readable media that collectively store a neural network including one or more layers with relaxed spatial invariance. Each of the one or more layers can be configured to receive a respective layer input. Each of the one or more layers can be configured to convolve a plurality of different kernels against the respective layer input to generate a plurality of intermediate outputs, each of the plurality of intermediate outputs having a plurality of portions. Each of the one or more layers can be configured to apply, for each of the plurality of intermediate outputs, a respective plurality of weights respectively associated with the plurality of portions to generate a respective weighted output. Each of the one or more layers can be configured to generate a respective layer output based on the weighted outputs.

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GOOGLE LLC1600 AMPHITHEATRE PARKWAY MOUNTAIN VIEW CA 94043

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Elsayed, Gamaleldin Milpitas, US 3 30
Kornblith, Simon Toronto, CA 8 63
Ramachandran, Prajit Santa Clara, US 3 2
Shlens, Jon San Francisco, US 4 31

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