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:
Feb. 08, 2022
Filed:
Oct. 05, 2020
International Business Machines Corporation, Armonk, NY (US);
Eth Zurich, Zurich, CH;
Kumudu Geethan Karunaratne, Gattikon, CH;
Manuel Le Gallo-Bourdeau, Zurich, CH;
Giovanni Cherubini, Rueschlikon, CH;
Abu Sebastian, Adliswil, CH;
Abbas Rahimi, Zurich, CH;
Luca Benini, Zurich, CH;
International Business Machines Corporation, Armonk, NY (US);
ETH ZURICH, Zurich, CH;
Abstract
The invention is directed to a device for high-dimensional encoding of a plurality of sequences of quantitative data signals. The device comprises a plurality of input channels for receiving the plurality of sequences of quantitative data signals and an encoding unit. The encoding unit is configured to perform a temporal high-dimensional encoding of n-grams of the plurality of sequences of quantitative data signals; thereby creating a plurality of temporally encoded hypervectors for the plurality of input channels. The encoding unit is further configured to perform a spatial high-dimensional encoding of the plurality of temporally encoded hypervectors, thereby creating a temporally and spatially encoded hypervector. The device further comprises a configuration controller. The configuration controller is adapted to configure the high-dimensional encoding in dependence on one or more hyperparameter values.