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:
Feb. 03, 2026
Filed:
Jan. 20, 2021
Samsung Electronics Co., Ltd., Suwon-si, KR;
Saerom Choi, Incheon, KR;
Samsung Electronics Co., Ltd., Suwon-si, KR;
Abstract
A processor-implemented neural architecture search method includes: acquiring performance of neural network blocks included in a pre-trained neural network; selecting at least one target block for performance improvement from the neural network blocks; training weights and architecture parameters of candidate blocks corresponding to the target block based on arbitrary input data and output data of the target block generated based on the input data; and updating the pre-trained neural network by replacing the target block in the pre-trained neural network with one of the candidate blocks based on the trained architecture parameters.