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:
Oct. 20, 2026
Filed:
Mar. 29, 2024
Dell Products L.p., Round Rock, TX (US);
Lev Makler, Be'er Sheva, IL;
Ofir Ezrielev, Be'er Sheva, IL;
Anat Parush Tzur, Tel Aviv, IL;
Amihai Savir, Newton, MA (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
Methods and systems for forecasting changes in quantities over time are disclosed. To generate a prediction for a future value of a quantity based on time series data of the quantity that may have irregular time intervals, a fuzzy kernel may be used in a convolutional neural network. The fuzzy kernel may be a continuous function adapted to indicate an effect that a time point has on the quantity. Use of the fuzzy kernel may enable the convolutional neural network to perform convolution operations on the time series data to obtain a prediction without binning the time series data.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile