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. 28, 2026
Filed:
Apr. 06, 2021
Koninklijke Philips N.v., Eindhoven, NL;
Meru Adagouda Patil, Bangalore, IN;
Allmin Pradhap Singh Susaiyah, Eindhoven, NL;
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Abstract
A computer implemented methods and apparatus for use in training a convolutional neural network using a training data set. Each item of training data in the training data set comprises numerical data and a corresponding label for the respective numerical data. A method comprises, for each item of training data, converting the numerical data into a matrix, wherein elements in the matrix represent values of features in the numerical data. The method further comprises determining an arrangement for the numerical data in the matrices that decreases a similarity of matrices comprising numerical data with different labels, and/or increases a similarity of matrices comprising numerical data with the same labels, based on one or more measures of entropy.
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