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:
May. 05, 2026

Filed:

Mar. 14, 2024
Applicant:

Synopsys, Inc., Sunnyvale, CA (US);

Inventors:

Tom Michiels, Leuven, BE;

Thomas Julian Pennello, Mountain View, CA (US);

Assignee:

Synopsys, Inc., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/04 (2013.01);
Abstract

Disclosed herein are apparatus, method, and computer-readable storage device embodiments for implementing deconvolution via a set of convolutions. For example, an apparatus includes a memory and at least one processor, communicatively coupled with the memory, to perform operations including obtaining a tensor representing image data, generating a deconvolution segment of a plurality of deconvolution segments by performing a convolution to transform the tensor based at least in part on a convolution filter and a stride value, and generating a complete deconvolution for image processing by assembling each deconvolution segment of the plurality of deconvolution segments.


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