Method for neural-network-lightening using repetition-reduction block and apparatus for the same
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United States of America Patent
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Sep 24, 2024
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Jun 4, 2020
app pub date -
Nov 27, 2019
filing date -
Nov 30, 2018
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Abstract
Disclosed herein are a neural-network-lightening method using a repetition-reduction block and an apparatus for the same. The neural-network-lightening method includes stacking (accumulating) an output layer (value) of either one or both of a layer constituting a neural network and a repetition-reduction block in a Condensed Decoding Connection (CDC), and lightening the neural network by reducing a feature map, generated to correspond to data stacked in the CDC, based on a preset reduction layer.
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