Multiplicative filter network

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United States of America Patent

PATENT NO 11526965
SERIAL NO

17034496

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Abstract

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A computer-implemented method includes applying a filter to input data based on an initial set of parameters to generate an initial feature map. The filter is configured to activate a filter function that involves a periodic function. The method includes performing a first linear transform on the initial feature map based on a subset of a first set of parameters to generate a first linear transform. The method includes applying the filter to the input data based on another subset of the first set of parameters to generate a first feature map. The method includes performing a multiplicative operation on the first linear transform and the first feature map to generate a first product. The method includes performing a second linear transform on the first product based on a subset of a second set of parameters to generate a second linear transform. The method includes generating output data that takes into account at least the second linear transform. The output data is a quantity of interest that is generated with high fidelity. The output data is specified by the input data over a space that defines the output data.

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Patent Owner(s)

Patent OwnerAddress
ROBERT BOSCH GMBHSTUTTGART

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Condessa, Filipe Cabrita Pittsburgh, US 2 1
Fathony, Rizal Pittsburgh, US 2 0
Kolter, Jeremy Zieg Pittsburgh, US 19 15
Sahu, Anit Kumar Pittsburgh, US 7 8
Willmott, Devin Pittsburgh, US 5 2

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