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. 07, 2025
Filed:
Nov. 13, 2020
Sony Group Corporation, Tokyo, JP;
Abhishake Jha, Bangalore, IN;
Shehnaz Mohamed, Bangalore, IN;
SONY GROUP CORPORATION, Tokyo, JP;
Abstract
An electronic device includes a memory to store neural network model trained for classification tasks of real-time applications. The neural network model is trained with plurality of training data points. The electronic device includes circuitry to retrieve a plurality of external data points. The electronic device applies the neural network model on the plurality of external data points to determine a plurality of impact scores for each external data point. The plurality of impact scores indicates amount of contribution of each training data point towards a prediction of each external data point. The electronic device selects a set of external data points based on the plurality of impact scores. The electronic device updates the plurality of training data points with the set of external data points to generate a second plurality of training data points and re-trains the neural network model based on the second plurality of training data points.