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:
Oct. 08, 2024
Filed:
Feb. 03, 2020
Applicant:
Perceive Corporation, San Jose, CA (US);
Inventors:
Steven L. Teig, Menlo Park, CA (US);
Eric A. Sather, Palo Alto, CA (US);
Assignee:
PERCEIVE CORPORATION, San Jose, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06N 3/084 (2013.01);
Abstract
Some embodiments provide a method for training a machine-trained (MT) network. The method uses a set of training inputs to train parameters of the MT network according to an initial loss function. The method uses a set of validation inputs to compute an error measure for the MT network as trained by the first set of training inputs. The method modifies the loss function for subsequent training of the MT network based on the computed error measure. The method uses the set of training inputs to train the parameters of the MT network according to the modified loss function.