Convolutional layers for neural networks using programmable nanophotonics

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United States of America

PATENT NO 12033065
SERIAL NO

16412261

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Aspects of the present application relate to techniques for computing convolutions and cross-correlations of input matrices. A first technique is based on the transformation of convolution operations into a matrix-vector product. A second technique is based on two-dimensional matrix multiplication. A third technique is based on the convolution theorem, which states that convolutions correspond to multiplications in a transform space.

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LIGHTMATTER INC60 STATE STREET 10TH FLOOR BOSTON MA 02109

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bunandar, Darius Boston, US 83 607
Forsythe, Martin Jamaica Plain, US 2 92
Kenney, Tyler Boston, US 15 154
Lazovich, Tomo Cambridge, US 22 172

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