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:
Aug. 15, 2023

Filed:

Feb. 04, 2020
Applicants:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Postech Research and Business Development Foundation, Pohang-Si, KR;

Inventors:

Hyunsoo Kim, Suwon-si, KR;

Jaeyoon Sim, Pohang-si, KR;

Jaehan Park, Pohang-si, KR;

Hyunwoo Son, Pohang-si, KR;

Sangjoon Kim, Hwaseong-si, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/18 (2006.01); G06N 3/088 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06F 17/18 (2013.01); G06F 2218/12 (2023.01);
Abstract

A method and apparatus for performing anomaly detection by using a neural network are provided. The apparatus is configured to extract input features of an input data signal, obtain output features of the neural network by processing the input features through the neural network, obtain an error based on the input features and the output features, and determine whether the input data signal indicates an abnormal signal based on the error and a threshold.


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