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:
Mar. 24, 2026
Filed:
Dec. 15, 2022
Samsung Electronics Co., Ltd., Suwon-si, KR;
Mayukh Das, Bengaluru, IN;
Brijraj Singh, Bengaluru, IN;
Pradeep Nelahonne Shivamurthappa, Bengaluru, IN;
Aakash Kapoor, Bengaluru, IN;
Rajath Elias Soans, Bengaluru, IN;
Soham Vijay Dixit, Bengaluru, IN;
Sharan Kumar Allur, Bengaluru, IN;
Venkappa Mala, Bengaluru, IN;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A method for generating an optimal neural network (NN) model may include determining intermediate outputs of the NN model by passing an input dataset through each intermediate exit gate of the plurality of intermediate exit gates, determining an accuracy score for each intermediate exit gate of the plurality of intermediate exit gates based on a comparison of the final output of the NN model with the intermediate output, identifying an earliest intermediate exit gate that produces the intermediate output closer to the final output based on the accuracy score, and generating the optimal NN model by removing remaining layers of the plurality of layers and remaining intermediate exit gates of the plurality of intermediate exit gates located after the determined earliest intermediate exit gate.