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:
Nov. 12, 2024
Filed:
Oct. 27, 2020
Applicant:
Raytheon Company, Tewksbury, MA (US);
Inventors:
Philip A. Sallee, South Riding, VA (US);
James Mullen, Leesburg, VA (US);
Assignee:
Raytheon Company, Tewksbury, MA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 18/22 (2023.01); G06F 18/2321 (2023.01); G06F 18/2415 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 18/24155 (2023.01); G06F 18/22 (2023.01); G06F 18/2321 (2023.01); G06N 3/04 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01);
Abstract
Discussed herein are devices, systems, and methods for classification using a clustering autoencoder. A method can include obtaining content to be classified by the DNN classifier, and operating the DNN classifier to determine a classification of the received content, the DNN classifier including a clustering classification layer that clusters based on a latent feature vector representation of the content, the classification corresponding to one or more clusters that are closest to the latent feature vector providing the classification and a corresponding confidence.