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:
Sep. 08, 2020
Filed:
Jul. 30, 2018
Sualab Co., Ltd., Seoul, KR;
Kiyoung Song, Seoul, KR;
SUALAB CO., LTD., Seoul, KR;
Abstract
Disclosed is a method of training at least a part of a neural network including a plurality of layers performed by a computing device according to an exemplary embodiment of the present disclosure. The method includes: inputting training data including normal data and abnormal data to an input layer of the neural network; making a feature value output from each of one or more hidden nodes of a hidden layer of the neural network for each training data into a histogram and generating a distribution of the feature value for each of the one or more hidden nodes; calculating an error between each distribution of the feature value and a predetermined probability distribution; and selecting at least one hidden node among the one or more hidden nodes of the hidden layer based on the error.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile