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. 08, 2021

Filed:

Dec. 22, 2017
Applicant:

Onu Technology Inc., San Jose, CA (US);

Inventors:

Volkmar Frinken, Santa Clara, CA (US);

Guha Jayachandran, Cupertino, CA (US);

Shriphani Palakodety, Palo Alto, CA (US);

Veni Singh, San Mateo, CA (US);

Assignee:

Onu Technology Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01);
Abstract

A system and method provide a sequence learning model. The method for training the sequence learning model comprises retrieving input sequence data. The input sequence data includes one or more input time sequences. The method also encodes the input sequence data into output symbol data using a sequence learning model. The output symbol data includes one or more symbolic representations. The method decodes, based on a neural network, the output symbol data to decoded sequence data, where the decoded sequence data includes one or more decoded time sequences that are to match the one or more input time sequences in the input sequence data. The method further compares the decoded sequence data with the input sequence data and updates the sequence learning model based on the comparison.


Find Patent Forward Citations

Frinken, Volkmar. (2021). Method for unsupervised sequence learning using reinforcement learning and neural networks (U.S. Patent No. 11030530). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11030530

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…