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:
Feb. 22, 2022
Filed:
Jul. 19, 2021
Joseph R. Guerci, La Jolla, CA (US);
Jameson Bergin, Glastonbury, CT (US);
Brian Watson, Gainesville, FL (US);
Sandeep Gogineni, Centefville, OH (US);
Colton Smith, Chillocothe, OH (US);
Gavin Mcgee, Delaware, OH (US);
Joseph R. Guerci, La Jolla, CA (US);
Jameson Bergin, Glastonbury, CT (US);
Brian Watson, Gainesville, FL (US);
Sandeep Gogineni, Centefville, OH (US);
Colton Smith, Chillocothe, OH (US);
Gavin McGee, Delaware, OH (US);
Information Systems Laboratories, Inc., San Diego, CA (US);
Abstract
A novel system and method are described that allows for implementation of compact and efficient deep learning AI solutions to advanced sensor signal processing functions. The process includes the following stages: (1) A method for generating requisite annotated training data in sufficient quantity to ensure convergence of a deep learning neural network (DNN); (2) A method for implementing the resulting DNN onto a Spiking Neural Network (SNN) architecture amenable to efficient neuromorphic integrated circuit (IC) architectures; (3) A method for implementing the solution onto a neuromorphic IC; and (4) A statistical method for ensuring reliable performance.