Invention Application
- Patent Title: METHOD AND APPARATUS WITH NEURAL NETWORK PROCESSING
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Application No.: US17846202Application Date: 2022-06-22
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Publication No.: US20220335705A1Publication Date: 2022-10-20
- Inventor: Sangwon HA
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Priority: KR10-2019-0168142 20191216
- Main IPC: G06V10/44
- IPC: G06V10/44 ; G06K9/62 ; G06N3/04 ; G06N3/08

Abstract:
A method of processing a neural network, includes generating an integral map for each channel in a first layer of the neural network based on calculating of area sums of pixel values in first output feature maps of channels in the first layer, generating an accumulated integral map by performing an accumulation operation on the integral maps generated for the respective channels, obtaining pre-output feature maps of a second layer, subsequent to the first layer, by performing a convolution operation between input feature maps of the second layer and weight kernels, and removing offsets in the weight kernels to obtain second output feature maps of the second layer by subtracting accumulated values of the accumulated integral map from pixel values of the pre-output feature maps.
Public/Granted literature
- US11823029B2 Method and apparatus with neural network processing Public/Granted day:2023-11-21
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