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:
Feb. 20, 2024
Filed:
Jul. 03, 2020
Applicant:
Qualcomm Incorporated, San Diego, CA (US);
Inventors:
Mingu Lee, Hwaseong, KR;
Jinkyu Lee, Seoul, KR;
Hye Jin Jang, Seattle, WA (US);
Kyu Woong Hwang, Daejeon, KR;
Assignee:
QUALCOMM Incorporated, San Diego, CA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 15/16 (2006.01); G06N 3/08 (2023.01); G06N 3/044 (2023.01); G10L 15/08 (2006.01);
U.S. Cl.
CPC ...
G10L 15/16 (2013.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01); G10L 2015/088 (2013.01);
Abstract
A method for operating a neural network includes receiving an input sequence at an encoder. The input sequence is encoded to produce a set of hidden representations. Attention-heads of the neural network calculate attention weights based on the hidden representations. A context vector is calculated for each attention-head based on the attention weights and the hidden representations. Each of the context vectors correspond to a portion of the input sequence. An inference is output based on the context vectors.