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:
Dec. 14, 2021
Filed:
Aug. 31, 2017
Applicant:
Paypal, Inc., San Jose, CA (US);
Inventors:
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06Q 20/40 (2012.01); G06Q 20/38 (2012.01); G06Q 30/02 (2012.01); G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06F 17/18 (2006.01); G06F 17/15 (2006.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06K 9/6256 (2013.01); G06K 9/6271 (2013.01); G06N 3/0454 (2013.01); G06N 3/082 (2013.01); G06Q 20/382 (2013.01); G06Q 30/0201 (2013.01); G06F 17/15 (2013.01); G06F 17/18 (2013.01); G06N 3/04 (2013.01); G06Q 20/389 (2013.01); G06Q 30/0206 (2013.01);
Abstract
While artificial neural networks can be used to predict particular values in certain contexts, convolutional neural networks are not typically used in these contexts—instead they may be employed for image recognition. However, raw transactional data may be structured to take advantage of convolutional neural network (CNN) techniques by arranging the data such that correlations are increased between nearby other data. In arranging data in this manner, the structured CNN (SCNN) can operate efficiently without having to make use of engineered data features, the generation and maintenance of which can be a time-consuming process.