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:
Jun. 30, 2026
Filed:
Feb. 21, 2023
Samsung Electronics Co., Ltd., Suwon-si, KR;
Iucf-hyu(industry-university Cooperation Foundation Hanyang University), Seoul, KR;
Jungwook Choi, Seoul, KR;
Seongmin Park, Seoul, KR;
Samsung Electronics Co., Ltd., Suwon-si, KR;
IUCF-HYU (Industry-University Cooperation Foundation Hanyang University), Seoul, KR;
Abstract
An apparatus and method with neural network operation are provided. A computing apparatus includes one or more processors, storage hardware storing instructions configured to, when executed by the one or more processors, cause the one or more processors to: extract calibration data from training data that is for training a main neural network, based on the calibration data, generate a look up table (LUT) for performing a non-linear function of the main neural network through an auxiliary network corresponding to a layer of the main neural network, and update a parameter of the LUT based on an output of the non-linear function and based on an output of the auxiliary network.