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. 11, 2022
Filed:
Oct. 16, 2018
Koninklijke Philips N.v., Eindhoven, NL;
Vlado Menkovski, Eindhoven, NL;
Asif Rahman, Brookline, MA (US);
Caroline Denise Francoise Raynaud, Paris, FR;
Bryan Conroy, Garden City South, MA;
Dimitrios Mavroeidis, Utrecht, NL;
Erik Bresch, Eindhoven, NL;
Teun van den Heuvel, Deventer, NL;
KONINKLIJKE PHILIPS N.V., Eindhoven, NL;
Abstract
A method, system and computer-program product for identifying neural network inputs for a neural network that may have been incorrectly processed by the neural network. A set of activation values (of a subset of neurons of a single layer) associated with a neural network input is obtained. A neural network output associated with the neural network input is also obtained. A determination is made as to whether a first and second neural network input share similar sets of activation values, but dissimilar neural network outputs or vice versa. In this way a prediction can be made as to whether one of the first and second neural network inputs has been incorrectly processed by the neural network.