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:
Jan. 18, 2022

Filed:

May. 30, 2019
Applicants:

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

Eth Zurich, Zurich, CH;

Inventors:

Manuel Le Gallo-Bourdeau, Zurich, CH;

Kumudu Geethan Karunaratne, Zurich, CH;

Giovanni Cherubini, Rueschlikon, CH;

Abu Sebastian, Adliswil, CH;

Abbas Rahimi, Dubendort, CH;

Luca Benini, Zurich, CH;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 3/06 (2006.01); G06G 7/22 (2006.01);
U.S. Cl.
CPC ...
G06F 3/0655 (2013.01); G06F 3/0673 (2013.01); G06G 7/22 (2013.01); G06N 20/00 (2019.01);
Abstract

The invention is notably directed at a device for high-dimensional computing comprising an associative memory module. The associative memory module comprises one or more planar crossbar arrays. The one or more planar crossbar arrays comprise a plurality of resistive memory elements. The device is configured to program profile vector elements of profile hypervectors as conductance states of the resistive memory elements and to apply query vector elements of query hypervectors as read voltages to the one or more crossbar arrays. The device is further configured to perform a distance computation between the profile hypervectors and the query hypervectors by measuring output current signals of the one or more crossbar arrays. The invention further concerns a related method and a related computer program product.


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