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:
Jun. 23, 2026

Filed:

Apr. 28, 2022
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Srijesh Sudarsanan, Waltham, MA (US);

Deepak Mathew, Acton, MA (US);

Marc Hoffman, Mansfield, MA (US);

Sundar Rajan Balasubramanian, Groton, MA (US);

Mansi Jain, Littleton, MA (US);

James Lee, Northborough, MA (US);

Gerald Sweeney, Chelmsford, MA (US);

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/048 (2023.01); G06F 5/01 (2006.01); G06F 7/50 (2006.01); G06F 7/523 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 5/01 (2013.01); G06F 7/50 (2013.01); G06F 7/523 (2013.01);
Abstract

This application is directed to using a single instruction to initiate a sequence of computational operations related to a neural network activation function. An electronic device receives a single instruction to apply a linear activation operation to a set of first elements stored in one or more input vector registers. In response to the single instruction, the linear activation operation is implemented on the set of first elements to generate a set of output elements. For each first element, the electronic device detects a sign value of the respective first element, selects a respective scalar from one or more scalars based on the sign value, and applies the linear activation operation on the respective first element based on the selected respective scalar and a bias value to generate a respective element of the set of output elements. The electronic device quantizes the set of output elements.


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