Method and apparatus with neural network performing deconvolution
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United States of America Patent
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Apr 16, 2024
Grant Date -
Aug 10, 2023
app pub date -
Apr 21, 2023
filing date -
Nov 7, 2017
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Abstract
A neural network apparatus configured to perform a deconvolution operation includes a memory configured to store a first kernel; and a processor configured to: obtain, from the memory, the first kernel; calculate a second kernel by adjusting an arrangement of matrix elements comprised in the first kernel; generate sub-kernels by dividing the second kernel; perform a convolution operation between an input feature map and the sub-kernels using a convolution operator; and generate an output feature map, as a deconvolution of the input feature map, by merging results of the convolution operation.
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