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. 24, 2023
Filed:
Apr. 26, 2020
Prakash C R J Naidu, Ottawa, CA;
Anakhi Hazarika, Jorhat, IN;
Soumyajit Poddar, Kolkata, IN;
Hafizur Rahaman, Howrah, IN;
Soumyajit Poddar, Kolkata, IN;
Anakhi Hazarika, Jorhat, IN;
Prakash C R J Naidu, Ottawa, CA;
Hafizur Rahaman, Kolkata, IN;
Abstract
An accelerator with a modified kernel design for convolution processing in a Convolutional Neural Network (CNN) model is disclosed wherein the convolution execution time is reduced. A kernel structure is disclosed in the embodiment for the convolution operations that improves the overall performance of a CNN. Further, two loading units for weight and pixel loading reduce the latency involved in loading the network parameters into the processing elements. Moreover, a controller has been designed and included in the system architecture to aid the functioning of loading units efficiently.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile