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:
Nov. 03, 2026

Filed:

Apr. 21, 2023
Applicant:

Raytheon Company, Waltham, MA (US);

Inventors:

James W. Ryland, Dallas, TX (US);

Jonathan H. Goldstein, Fredericksburg, VA (US);

Assignee:

Raytheon Company, Arlington, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01);
Abstract

A method includes obtaining multiple machine learning models, where each machine learning model includes a backbone and a head. The method also includes selecting a first of the machine learning models to retain its backbone. The method further includes back-propagating error terms for synthetic activation data through at least a portion of the backbone of a second of the machine learning models to generate an inception basis set. In addition, the method includes configuring a bridge using the inception basis set, where the bridge is configured to translate features generated by the backbone of the first machine learning model into features for use by the head of the second machine learning model.


Find Patent Forward Citations

Quick Actions:

Ryland, James. (2026). Machine learning model grafting and integration (U.S. Patent No. 12783966). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783966

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

Loading…