Device and method for calculating convolution in a convolutional neural network

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United States of America Patent

PATENT NO 11507804
APP PUB NO 20210232897A1
SERIAL NO

16097114

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Abstract

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A processor for computing at least one convolution layer of a convolutional neural network is provided, in response to an input event, the convolutional neural network comprising at least one convolution kernel, the convolution kernel containing weight coefficients. The processor comprises at least one convolution module configured to compute the one or more convolution layers, each convolution module comprising a set of elementary processing units for computing the internal value of the convolution-layer neurons that are triggered by the input event, each convolution module being configured to match the weight coefficients of the kernel with certain at least of the elementary processing units of the module in parallel, the number of elementary processing units being independent of the number of neurons of the convolution layer.

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COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVESBAT LE PONANT 25 RUE LEBLANC PARIS 75015

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bichler, Olivier Massy, FR 21 209
Dupret, Antoine Orsay, FR 17 121
Lorrain, Vincent Palaiseau, FR 10 54

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