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:
May. 13, 2025
Filed:
Jun. 09, 2021
Applicants:
Samsung Electronics Co., Ltd., Suwon-si, KR;
University of Zurich, Zurich, CH;
Inventors:
Assignees:
Samsung Electronics Co., Ltd., Suwon-si, KR;
University of Zurich, Zurich, CH;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06F 9/50 (2006.01); G06N 3/04 (2023.01); G06N 5/04 (2023.01); G06F 7/76 (2006.01); G06N 3/063 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06F 9/5083 (2013.01); G06N 3/04 (2013.01); G06N 5/04 (2013.01); G06F 7/76 (2013.01); G06N 3/063 (2013.01);
Abstract
Disclosed is a neural network-based inference method and apparatus. The neural network-based inference method includes compressing a matrix comprising processing elements corresponding to an operation of a neural network, balancing workloads related to the operation by reordering the compressed matrix based on the workloads, and performing inference based on the reordered matrix.