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:
Jan. 17, 2023

Filed:

Feb. 19, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Effendi Leobandung, Stormville, NY (US);

Malte Rasch, Chappaqua, NY (US);

Xiao Sun, Pleasantville, NY (US);

Yulong Li, Westchester, NY (US);

Zhibin Ren, Hopewell Junction, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06N 3/063 (2006.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06K 9/6267 (2013.01); G06N 3/0445 (2013.01); G06N 3/0635 (2013.01); G06V 10/82 (2022.01);
Abstract

Methods and systems of implementing a convolutional neural network are described. In an example, a structure may receive input signals and distribute the input signals to a plurality of unit cells. The structure may include a plurality of multi-kernel modules that may include a respective set of unit cells. A unit cell may correspond to an element of a kernel being implemented in the convolutional neural network and may include a storage component configured to store a weight of a corresponding element of the kernel. A first pass gate of the unit cell may be activated to pass a stored weight of the unit cell to a plurality of operation circuits in the corresponding unit cell, such that the stored weight may be applied to the input signals. The structure may generate a set of outputs based on the application of the stored weights to the input signals.


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