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. 04, 2025
Filed:
Aug. 20, 2020
Applicants:
Sony Corporation, Tokyo, JP;
Sony Corporation of America, New York, NY (US);
Inventors:
Piyush Khandelwal, Austin, TX (US);
James MacGlashan, Riverside, RI (US);
Peter Wurman, Acton, MA (US);
Fabrizio Santini, Arlington, MA (US);
Assignee:
SONY GROUP CORPORATION, Tokyo, JP;
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/049 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/049 (2013.01); G06N 3/08 (2013.01);
Abstract
A real-time temporal convolution network (RT-TCN) algorithm reuses the output of prior convolution operations in all layers of the network to minimize the computational requirements and memory footprint of a TCN during real-time evaluation. Further, a TCN trained via the fixed-window view, where the TCN is trained using fixed time splices of the input time series, can be executed in real-time continually using RT-TCN.