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:
Jul. 18, 2023
Filed:
Dec. 17, 2018
Applicant:
Industrial Technology Research Institute, Hsinchu, TW;
Inventors:
Ching-Hao Lai, Taichung, TW;
Mao-Yu Huang, Yunlin County, TW;
Assignee:
Industrial Technology Research Institute, Hsinchu, TW;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/245 (2023.01); G06F 18/2113 (2023.01); G06N 3/02 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/02 (2013.01); G06F 18/2113 (2023.01); G06F 18/245 (2023.01); G06N 3/04 (2013.01);
Abstract
Provided is a neural-network-based classification method, including: generating, by a neural network, one or more score vectors corresponding to one or more samples respectively; determining a first subset of the one or more samples according to the one or more score vectors and a first decision threshold, wherein the first subset is associated with a first class; and selecting samples to be re-examined from the one or more samples according to the first subset.