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.
Patent No.:
Date of Patent:
Nov. 08, 2022
Filed:
Dec. 08, 2017
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Xiao Sun, Yorktown Heights, NY (US);
Youngseok Kim, Urbana, IL (US);
Chun-Chen Yeh, Danbury, CT (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/80 (2006.01); G06F 7/58 (2006.01); G06K 9/62 (2022.01); G06F 17/16 (2006.01); G06N 3/08 (2006.01); G06V 10/94 (2022.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06F 7/58 (2013.01); G06F 15/8007 (2013.01); G06F 17/16 (2013.01); G06K 9/6256 (2013.01); G06K 9/6271 (2013.01); G06V 10/955 (2022.01);
Abstract
A computer-implemented method for training a random matrix network is presented. The method includes initializing a random matrix, inputting a plurality of first vectors into the random matrix, and outputting a plurality of second vectors from the random matrix to be fed back into the random matrix for training. The random matrix can include a plurality of two-terminal devices or a plurality of three-terminal devices or a film-based device.