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:
Aug. 01, 2023
Filed:
Dec. 17, 2021
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Assignee:
Intel Corporation, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 7/10 (2006.01); G06N 20/10 (2019.01); G06F 7/487 (2006.01); G06F 7/483 (2006.01); G06N 3/045 (2023.01); G06F 17/16 (2006.01); G06K 7/14 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06K 7/10722 (2013.01); G06F 7/483 (2013.01); G06F 7/487 (2013.01); G06F 17/16 (2013.01); G06K 7/1413 (2013.01); G06N 3/04 (2013.01); G06N 3/045 (2023.01); G06N 20/10 (2019.01); G06F 2207/4824 (2013.01);
Abstract
Systems, apparatuses and methods may provide for replacing floating point matrix multiplication operations with an approximation algorithm or computation in applications that involve sparse codes and neural networks. The system may replace floating point matrix multiplication operations in sparse code applications and neural network applications with an approximation computation that applies an equivalent number of addition and/or subtraction operations.