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:
Aug. 25, 2026
Filed:
Dec. 10, 2021
Arm Limited, Cambridge, GB;
Partha Prasun Maji, Cambridge, GB;
Arm Limited, Cambridge, GB;
Abstract
A hardware accelerator and method for a mixed-precision deep neural network (DNN) ensemble are provided. The hardware accelerator includes a DNN primary module, a number of DNN auxiliary modules and a fusion module. The DNN primary module processes a DNN primary model having a primary precision level, and each DNN auxiliary module processes a DNN auxiliary model having an auxiliary precision level less than the primary precision level. The DNN primary model and each DNN auxiliary model are configured to determine a mean predicted category and a variance based on input data. The fusion module is configured to receive the mean predicted categories and variances from the DNN primary model and each DNN auxiliary model, determine an average mean predicted category and an average variance based on the mean predicted categories and variances, and output the average mean predicted category and the average variance.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile