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Patent Searching and Data


Title:
METHOD AND DEVICE FOR PERFORMING DEEP LEARNING CALCULATION BY USING SYSTOLIC ARRAY
Document Type and Number:
WIPO Patent Application WO/2019/164237
Kind Code:
A1
Abstract:
Provided is an artificial intelligence (AI) learning method and device for learning output data by performing a convolution calculation on input data through an systolic array. An embodiment of the present disclosure provides a method and device for decreasing power consumption required for a convolution calculation and increasing the calculation speed through mapping, by which the sequence of pieces of data input in a systolic array calculator is changed.

Inventors:
KANG, Sungho (129 Samsung-ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-do, 16677, KR)
KWON, Hyungdal (129 Samsung-ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-do, 16677, KR)
LEE, Cheon (129 Samsung-ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-do, 16677, KR)
LIM, Yunjae (129 Samsung-ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-do, 16677, KR)
Application Number:
KR2019/002029
Publication Date:
August 29, 2019
Filing Date:
February 20, 2019
Export Citation:
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Assignee:
SAMSUNG ELECTRONICS CO., LTD. (129 Samsung-ro, Yeongtong-Gu, Suwon-Si, Gyeonggi-do, 16677, KR)
International Classes:
G06N3/08; G06N3/04
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (12F Daelim Acrotel, 13 Eonju-ro 30-gil,Gangnam-Gu, Seoul, 06292, KR)
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