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.

Date of Patent:
Feb. 18, 2025

Filed:

Dec. 02, 2020
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Ali Shafiee Ardestani, Santa Clara, CA (US);

Joseph Hassoun, Los Gatos, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 7/50 (2006.01); G06F 7/523 (2006.01); G06F 7/53 (2006.01); G06F 7/544 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/50 (2013.01); G06F 7/523 (2013.01); G06F 7/5324 (2013.01); G06F 7/5443 (2013.01);
Abstract

A system and method for performing sets of multiplications in a manner that accommodates outlier values. In some embodiments the method includes: forming a first set of products, each product of the first set of products being a product of a first activation value and a respective weight of a first plurality of weights. The forming of the first set of products may include multiplying, in a first multiplier, the first activation value and a least significant sub-word of a first weight to form a first partial product; multiplying, in a second multiplier, the first activation value and a least significant sub-word of a second weight; multiplying, in a third multiplier, the first activation value and a most significant sub-word of the first weight to form a second partial product; and adding the first partial product and the second partial product.


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