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:
Jan. 16, 2024
Filed:
May. 11, 2022
Applicant:
Nota, Inc., Daejeon, KR;
Inventors:
Seul Ki Yeom, Daejeon, KR;
KyungHwan Shim, Daejeon, KR;
Myungsu Chae, Daejeon, KR;
Tae-Ho Kim, Daejeon, KR;
Assignee:
NOTA, INC., Daejeon, KR;
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01);
Abstract
Disclosed are a method and apparatus for energy-aware deep neural network compression. A network pruning method for deep neural network compression includes measuring importance scores of a network unit by using an energy-based criterion with respect to a deep learning model, and performing network pruning of the deep learning model based on the importance scores.