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.

Date of Patent:
May. 11, 2021

Filed:

Nov. 07, 2017
Applicant:

Electronics and Telecommunications Research Institute, Daejeon, KR;

Inventors:

Jin Kyu Kim, Sejong, KR;

Byung Jo Kim, Sejong, KR;

Seong Min Kim, Sejong, KR;

Ju-Yeob Kim, Daejeon, KR;

Mi Young Lee, Daejeon, KR;

Joo Hyun Lee, Daejeon, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06F 7/544 (2006.01); G06N 3/04 (2006.01); G06F 17/15 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/5443 (2013.01); G06F 17/15 (2013.01); G06F 17/153 (2013.01); G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/082 (2013.01);
Abstract

Provided is a convolutional neural network system including a data selector configured to output an input value corresponding to a position of a sparse weight from among input values of input data on a basis of a sparse index indicating the position of a nonzero value in a sparse weight kernel, and a multiply-accumulate (MAC) computator configured to perform a convolution computation on the input value output from the data selector by using the sparse weight kernel.


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