Title:
ELECTRONIC DEVICE AND METHOD FOR CONTROLLING SAME
Document Type and Number:
WIPO Patent Application WO/2022/145676
Kind Code:
A1
Abstract:
Disclosed are an electronic device and a method for controlling same. An electronic device of the present disclosure may comprise: a memory which stores a pre-trained neural network model and training data; and a processor which obtains a first loss function by using a label corresponding to the training data and output data obtained by inputting the training data into the neural network model, obtains the magnitude of the change amount of a weight of each of a plurality of layers included in the neural network model on the basis of the first loss function, and trains the neural network model by updating a weight of at least one layer in which the magnitude of the change amount of the weight exceeds a first threshold value, among the plurality of layers.
Inventors:
MOON JIJOONG (KR)
KAPOOR PARICHAY (KR)
LEE JIHOON (KR)
LIM GEUNSIK (KR)
HAM MYUNGJOO (KR)
KAPOOR PARICHAY (KR)
LEE JIHOON (KR)
LIM GEUNSIK (KR)
HAM MYUNGJOO (KR)
Application Number:
PCT/KR2021/015591
Publication Date:
July 07, 2022
Filing Date:
November 01, 2021
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/08; G06N3/04
Foreign References:
| US20200320385A1 | 2020-10-08 | |||
| JP6778670B2 | 2020-11-04 | |||
| US20170262735A1 | 2017-09-14 | |||
| KR20160069834A | 2016-06-17 | |||
| US20170262737A1 | 2017-09-14 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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