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:
Nov. 01, 2022

Filed:

Feb. 15, 2019
Applicant:

Atlazo, Inc., La Jolla, CA (US);

Inventors:

Javid Jaffari, San Diego, CA (US);

Karim Arabi, San Diego, CA (US);

Rodolfo Beraha, San Diego, CA (US);

Assignee:

ATLAZO, INC., La Jolla, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2006.01); G06F 17/16 (2006.01); G06F 7/575 (2006.01); G06N 3/04 (2006.01); G06F 9/30 (2018.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 17/16 (2013.01); G06N 3/0454 (2013.01); G06F 7/575 (2013.01); G06F 9/3001 (2013.01);
Abstract

Disclosed are methods, apparatus and systems for a binary neural network accelerator engine. One example circuit is designed to perform a multiply-and-accumulate (MAC) operation using logic circuits that include a first set of exclusive nor (XNOR) gates to generate a product vector based on a bit-wise XNOR operation two vectors. The result is folded and operated on by another set of logic circuits that provide an output for a series of adder circuits. The MAC circuit can be implemented as part of binary neural network at a small footprint to effect power and cost savings.


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