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:
Nov. 15, 2022

Filed:

Aug. 11, 2017
Applicant:

SK Hynix Inc., Gyeonggi-do, KR;

Inventors:

Kenneth C. Ma, Cupertino, CA (US);

Dongwook Suh, Saratoga, CA (US);

Assignee:

SK hynix Inc., Gyeonggi-do, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06N 3/063 (2006.01); G06F 7/02 (2006.01); G11C 13/00 (2006.01); G06N 3/06 (2006.01); G11C 11/54 (2006.01); G06N 5/04 (2006.01); G06F 7/48 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 7/026 (2013.01); G06F 7/48 (2013.01); G06N 3/049 (2013.01); G06N 3/0454 (2013.01); G06N 3/0481 (2013.01); G06N 3/06 (2013.01); G06N 3/063 (2013.01); G06N 3/084 (2013.01); G06N 3/088 (2013.01); G11C 13/0002 (2013.01); G06F 2207/4824 (2013.01); G06N 5/04 (2013.01); G11C 11/54 (2013.01);
Abstract

A memory-centric neural network system and operating method thereof includes: a processing unit; semiconductor memory devices coupled to the processing unit, the semiconductor memory devices containing instructions executed by the processing unit; a weight matrix constructed with rows and columns of memory cells, inputs of the memory cells of a same row being connected to one of axons, outputs of the memory cells of a same column being connected to one of neurons; timestamp registers registering timestamps of the axons and the neurons; and a lookup table containing adjusting values indexed in accordance with the timestamps, wherein the processing unit updates the weight matrix in accordance with the adjusting values.


Find Patent Forward Citations

Loading…