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. 15, 2022
Filed:
Oct. 01, 2020
International Business Machines Corporation, Armonk, NY (US);
Ramot AT Tel Aviv University Ltd., Tel-Aviv, IL;
Shashanka Ubaru, Ossining, NY (US);
Vasileios Kalantzis, White Plains, NY (US);
Lior Horesh, North Salem, NY (US);
Mark S. Squillante, Greenwich, CT (US);
Haim Avron, Tel Aviv, IL;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
RAMOT AT TEL AVIV UNIVERSITY LTD., Tel-Aviv, IL;
Abstract
A method of performing Principal Component Analysis is provided. The method includes receiving, by a computing device, evolving data for processing/visualization. The method further includes, by the computing device, a dimensionality for reducing of the evolving data using the PCA, wherein the PCA is performed on analog crossbar hardware. The method also includes using, by the computing device, the evolving data for visualization having the dimensionality thereof reduced by the principal component analysis for a further application.