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:
Oct. 18, 2022
Filed:
Dec. 14, 2016
Applicant:
Analog Devices, Inc., Norwood, MA (US);
Inventors:
Eric G. Nestler, Long Beach Township, NJ (US);
Mitra M. Osqui, Boston, MA (US);
Jeffrey G. Bernstein, Middleton, MA (US);
Assignee:
Analog Devices, Inc., Wilmington, DE (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/063 (2006.01); H03M 1/80 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06N 3/0635 (2013.01); H03M 1/802 (2013.01);
Abstract
Systems and methods of implementing a more efficient and less resource-intensive CNN are disclosed herein. In particular, applications of CNN in the analog domain using Sampled Analog Technology (SAT) methods are disclosed. Using a CNN design with SAT results in lower power usage and faster operation as compared to a CNN design with digital logic and memory. The lower power usage of a CNN design with SAT can allow for sensor devices that also detect features at very low power for isolated operation.