Title:
ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF
Document Type and Number:
WIPO Patent Application WO/2020/231013
Kind Code:
A1
Abstract:
Provided is an electronic apparatus. The electronic apparatus includes a memory and a processor. The processor is configured to apply a low rank approximation using a matrix decomposition for a first square matrix among a plurality of square matrices based on parameter values of a deep learning model, and obtain a first approximated matrix and a second approximated matrix for the first square matrix, obtain second approximated matrices for each of a plurality of remaining square matrices other than the first square matrix among the plurality of square matrices, based on the first approximated matrix for the first square matrix, and store the first approximated matrix the first square matrix and the second approximated matrices for each of the plurality of square matrices in the memory.
Inventors:
KWON SEJUNG (KR)
PARK BAESEONG (KR)
LEE DONGSOO (KR)
PARK BAESEONG (KR)
LEE DONGSOO (KR)
Application Number:
PCT/KR2020/004774
Publication Date:
November 19, 2020
Filing Date:
April 08, 2020
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/063; G06N3/08
Domestic Patent References:
| WO2015089148A2 | 2015-06-18 | |||
| WO2016029163A1 | 2016-02-25 |
Foreign References:
| US20050033708A1 | 2005-02-10 | |||
| KR20170106338A | 2017-09-20 | |||
| US20180046915A1 | 2018-02-15 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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