The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 24, 2026
Filed:
Dec. 09, 2022
Samsung Electronics Co., Ltd., Suwon-si, KR;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A method by which an electronic device performs a DNN operation includes performing a first modified operation including extending a channel of an output of a first layer with respect to a feature map input into the first layer, the first layer being one of a plurality of layers of a DNN, wherein the first modified operation includes a space-to-depth transformation operation, performing a neural network operation corresponding to layers between the first layer and a second layer as a channel-extended neural network operation, wherein the second layer is a layer of the plurality of layers of the DNN after the first layer, performing a second modified operation including reducing a channel of an output of the second layer with respect to a channel-extended feature map input into the second layer, wherein the second modified operation includes a depth-to-space transformation operation, and outputting a result of the DNN operation.