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:
Jul. 25, 2017

Filed:

Jul. 10, 2014
Applicant:

The United States of America As Represented BY the Secretary of the Air Force, Washington, DC (US);

Inventors:

Qing Wu, Manlius, NY (US);

Richard Linderman, Rome, NY (US);

Garrett Rose, Clinton, NY (US);

Hai Li, Pittsburg, PA (US);

Yiran Chen, Pittsburg, PA (US);

Miao Hu, Pittsburg, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0635 (2013.01); G06N 3/0445 (2013.01);
Abstract

Method and apparatus for performing close-loop programming of resistive memory devices in crossbar array based hardware circuits and systems. Invention provides iterative training of memristor crossbar arrays for neural networks by applying voltages corresponding to selected training patterns. Error is detected and measured as a function of the actual response to the training patterns versus the expected response to the training pattern.


Find Patent Forward Citations

Loading…