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:
May. 02, 2023
Filed:
Aug. 03, 2018
Applicant:
Arm Limited, Cambridge, GB;
Inventors:
Paul Nicholas Whatmough, Cambridge, MA (US);
Matthew Mattina, Boylston, MA (US);
Jesse Garrett Beu, Austin, TX (US);
Assignee:
Arm Limited, Cambridge, GB;
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 20/00 (2019.01); G06N 3/04 (2006.01); G06N 3/082 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/0454 (2013.01); G06N 20/00 (2019.01);
Abstract
A system, an apparatus and methods for utilizing software and hardware portions of a neural network to fix, or hardwire, certain portions, while modifying other portions are provided. A first set of weights for layers of the first neural network are established, and selected weights are modified to generate a second set of weights, based on a second dataset. The second set of weights is then used to train a second neural network.