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:
Dec. 05, 2023

Filed:

Sep. 24, 2020
Applicant:

Qualcomm Incorporated, San Diego, CA (US);

Inventors:

Roberto Bondesan, Amsterdam, NL;

Max Welling, Bussum, NL;

Assignee:

QUALCOMM Incorporated, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 10/00 (2022.01); G06N 3/04 (2023.01); G06F 17/16 (2006.01); G06N 5/04 (2023.01); G06N 3/063 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 10/00 (2019.01); G06F 17/16 (2013.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 5/04 (2013.01); G06N 7/01 (2023.01);
Abstract

Certain aspects of the present disclosure provide a method for performing quantum convolution, including: receiving input data at a neural network model, wherein the neural network model comprises at least one quantum convolutional layer; performing quantum convolution on the input data using the at least one quantum convolutional layer; generating an output wave function based on the quantum convolution using the at least one quantum convolution layer; generating a marginal probability distribution based on the output wave function; and generating an inference based on the marginal probability distribution.


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