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:
Jan. 31, 2023
Filed:
Mar. 27, 2019
Applicant:
Integrated Silicon Solution, (Cayman) Inc., Grand Cayman, KY;
Inventor:
Michail Tzoufras, Fremont, CA (US);
Assignee:
Integrated Silicon Solution, (Cayman) Inc., Grand Cayman, KY;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G11C 11/16 (2006.01); G06N 3/063 (2006.01); G06N 3/02 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06N 3/02 (2013.01); G06N 3/04 (2013.01); G11C 11/16 (2013.01);
Abstract
A computing device includes one or more processors, random access memory (RAM), and a non-transitory computer-readable storage medium storing instructions for execution by the one or more processors. The computing device receives first data and classifies the first data using a neural network that includes at least one quantized layer. The classifying includes reading values from the random access memory for a set of weights of the at least one quantized layer of the neural network using first read parameters corresponding to a first error rate.