ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF

Title:

ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF

Document Type and Number:

WIPO Patent Application WO/2019/074185

Kind Code:

A1

Abstract:

An electronic apparatus and method thereof are provided for performing deep learning. The electronic apparatus includes a storage configured to store target data and kernel data; and a processor including a plurality of processing elements that are arranged in a matrix shape. The processor is configured to input, to each of the plurality of processing elements, a first non-zero element from among a plurality of first elements included in the target data, and sequentially input, to each of a plurality of first processing elements included in a first row from among the plurality of processing elements, a second non-zero element from among the plurality of elements included in the kernel data. Each of the plurality of first processing elements is configured to perform an operation between the input first non-zero element and the input second non-zero element, based on depth information of the first non-zero element and depth information of the second non-zero element.

Inventors:

KIM KYUNG-HOON (KR)
PARK YOUNG-HWAN (KR)
SUH DONG-KWAN (KR)
PRASADNAGARAJA KESHAVA (KR)
KIM DAE-HYUN (KR)
KIM SUK-JIN (KR)
CHO HAN-SU (KR)
KIM HYUN-JUNG (KR)

Application Number:

PCT/KR2018/006509

Publication Date:

April 18, 2019

Filing Date:

June 08, 2018

Export Citation:

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Assignee:

SAMSUNG ELECTRONICS CO LTD (KR)

International Classes:

G06N3/08; G06N3/04; G06N3/063

Foreign References:

KR20170052432A	2017-05-12
JP2016076165A	2016-05-12
JP2014229124A	2014-12-08
US9418059B1	2016-08-16
JP2015075778A	2015-04-20
KR20170052432A	2017-05-12

Other References: