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.:

US 10733503 B1

PDF
Full Text
Expired
Date of Patent:
Aug. 04, 2020

Filed:

Feb. 18, 2016
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Julio C. Zamora Esquivel, Zapopan, MX;

Alejandro Ibarra von Borstel, Tlajomulco, MX;

Carlos A. Flores Fajardo, Tlaquepaque, MX;

Paulo Lopez Meyer, Zapopan, MX;

Xiaoyun May Wu, Shanghai, CN;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0481 (2013.01);
Abstract

Technologies for using a shifted neural network include a compute device to determine a shift-based activation function of the shifted neural network. The shift-based activation function is a piecewise linear approximation of a transcendental activation function and is defined by a plurality of line segments such that a corresponding slope of each line segment is a power of two. The compute device further trains the shifted neural network based on shift-based input weights and the determined shift-based activation function.


Find Patent Forward Citations

Loading…