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:
Oct. 08, 2024

Filed:

Dec. 18, 2020
Applicant:

Analog Devices International Unlimited Company, Limerick, IE;

Inventors:

Raka Singh, Bangalore, IN;

Neeraj Pai, Bangalore, IN;

Swastik Mahapatra, Bhubaneshwar, IN;

Anil M Sripadarao, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 7/483 (2006.01); G06F 12/0802 (2016.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 7/483 (2013.01); G06F 12/0802 (2013.01); G06N 3/02 (2013.01); G06F 2212/60 (2013.01);
Abstract

This disclosure describes techniques to perform convolutional neural networks (CNNs) on embedded devices. The techniques include operations comprising: accessing DNN information including definition of layers and weights of the DNN; obtaining cache or memory information for one or more cache or memory levels of the resource constrained embedded device; and configuring the DNN to be loaded onto the one or more cache or memory levels of the resource constrained embedded device based on the cache or memory information and the DNN information.


Find Patent Forward Citations

Singh, Raka. (2024). Architecture for running convolutional networks on memory and mips constrained embedded devices (U.S. Patent No. 12112265). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12112265

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…