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:
Aug. 03, 2021
Filed:
Jan. 31, 2017
Applicant:
Salesforce.com, Inc., San Francisco, CA (US);
Inventors:
James Bradbury, San Francisco, CA (US);
Stephen Joseph Merity, San Francisco, CA (US);
Caiming Xiong, Palo Alto, CA (US);
Richard Socher, Menlo Park, CA (US);
Assignee:
salesforce.com, inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 40/30 (2020.01); G06F 40/44 (2020.01); G06F 40/216 (2020.01); G06F 17/16 (2006.01); G06N 3/10 (2006.01); G10L 15/16 (2006.01); G10L 15/18 (2013.01); G10L 25/30 (2013.01); G06F 40/00 (2020.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/16 (2013.01); G06F 40/216 (2020.01); G06F 40/30 (2020.01); G06F 40/44 (2020.01); G06N 3/04 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/10 (2013.01); G06F 40/00 (2020.01); G10L 15/16 (2013.01); G10L 15/18 (2013.01); G10L 15/1815 (2013.01); G10L 25/30 (2013.01);
Abstract
The technology disclosed provides a quasi-recurrent neural network (QRNN) encoder-decoder model that alternates convolutional layers, which apply in parallel across timesteps, and minimalist recurrent pooling layers that apply in parallel across feature dimensions.