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:
Jun. 02, 2026
Filed:
Jun. 29, 2022
Applicant:
Texas Instruments Incorporated, Dallas, TX (US);
Inventors:
Assignee:
TEXAS INSTRUMENTS INCORPORATED, Dallas, TX (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0464 (2023.01); G06F 7/544 (2006.01); G06F 17/15 (2006.01); G06N 3/0495 (2023.01); G06N 3/082 (2023.01); G06N 3/084 (2023.01); G06N 3/10 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0464 (2023.01); G06F 7/5443 (2013.01); G06F 17/15 (2013.01); G06F 17/153 (2013.01); G06N 3/0495 (2023.01); G06N 3/082 (2013.01); G06N 3/084 (2013.01); G06N 3/10 (2013.01);
Abstract
A method for generating a sparsified convolutional neural network (CNN) is provided that includes training the CNN to generate coefficient values of filters of convolution layers, and performing sparsified fine tuning on the convolution layers to generate the sparsified CNN, wherein the sparsified fine tuning causes selected nonzero coefficient values of the filters to be set to zero.