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公开(公告)号：US11017264B2
公开(公告)日：2021-05-25
申请号：US16393107
申请日：2019-04-24
Applicant: Samsung Electronics Co., Ltd.
Inventor： Junwoo Jang
Abstract: A neural network apparatus includes one or more processors configured to acquire an input feature map and trained weights, generate a plurality of sub-feature maps by splitting the input feature map based on a dilation rate, generate a plurality of intermediate feature maps by performing a convolution operation between the plurality of sub-feature maps and the trained weights, and generate a dilated output feature map by merging the plurality of intermediate feature maps based on the dilation rate.
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公开(公告)号：US20200175313A1
公开(公告)日：2020-06-04
申请号：US16393107
申请日：2019-04-24
Applicant: Samsung Electronics Co., Ltd.
Inventor： Junwoo Jang
Abstract: A neural network apparatus includes one or more processors configured to acquire an input feature map and trained weights, generate a plurality of sub-feature maps by splitting the input feature map based on a dilation rate, generate a plurality of intermediate feature maps by performing a convolution operation between the plurality of sub-feature maps and the trained weights, and generate a dilated output feature map by merging the plurality of intermediate feature maps based on the dilation rate.
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