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:
Oct. 17, 2023

Filed:

Sep. 16, 2020
Applicants:

International Business Machines Corporation, Armonk, NY (US);

Ramot AT Tel-aviv University Ltd., Tel Aviv, IL;

Inventors:

Vasileios Kalantzis, White Plains, NY (US);

Shashanka Ubaru, Ossining, NY (US);

Lior Horesh, North Salem, NY (US);

Haim Avron, Tel Aviv, IL;

Oguzhan Murat Onen, Boston, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/12 (2006.01); G06F 9/48 (2006.01); G06F 17/16 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 17/12 (2013.01); G06F 9/4881 (2013.01); G06F 17/16 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A computer implemented method for speeding up execution of a convex optimization operation one or more quadratic complexity operations to be performed by an analog crossbar hardware switch, and identifying one or more linear complexity operations to be performed by a CPU. At least one of the quadratic complexity operations is performed by the analog crossbar hardware, and at least one of the linear complexity operations is performed by the CPU. An iteration of an approximation of a solution to the convex optimization operation is updated by the CPU.


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