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:
Dec. 31, 2024
Filed:
Aug. 05, 2020
Applicant:
Korea University Research and Business Foundation, Seoul, KR;
Inventors:
Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/04 (2013.01);
Abstract
A deep neural network accelerator includes a unit array including a first sub-array including a first operational unit and a second sub-array including a second operational unit. The first and second operational units have different sizes from each other, the sizes of the first and second operational units are in proportion to each cumulative importance value accumulated in each operational unit of the unit array while performing a deep neural network operation, and the each cumulative importance value is obtained by accumulating an importance for each weight mapped to the each operational unit of the unit array.