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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.:

US 10706355 B1

PDFFull Text
Date of Patent:
Jul. 07, 2020

Filed:

Nov. 23, 2018

Method and system for distributed coding and learning in neuromorphic networks for pattern recognition

Applicant:

Hrl Laboratories, Llc, Malibu, CA (US);

Inventors:

Yongqiang Cao, Newton, MA (US);

Praveen K. Pilly, West Hills, CA (US);

Assignee:

HRL Laboratories, LLC, Malibu, CA (US);

Attorney:

Tope-McKay & Associates

Primary Examiner:

Hal Schnee

Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/06 (2006.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06N 3/063 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06K 9/00536 (2013.01); G06K 9/00986 (2013.01); G06K 9/6256 (2013.01); G06K 9/6269 (2013.01); G06K 9/6274 (2013.01); G06N 3/063 (2013.01); G06N 20/00 (2019.01); G06K 2209/01 (2013.01);
Abstract

Described is a system for pattern recognition designed for neuromorphic hardware. The system generates a spike train of neuron spikes for training patterns with each excitatory neuron in an excitatory layer, where each training pattern belongs to a pattern class. A spiking rate distribution of excitatory neurons is generated for each pattern class. Each spiking rate distribution of excitatory neurons is normalized, and a class template is generated for each pattern class from the normalized spiking rate distributions. An unlabeled input pattern is classified using the class templates. A mechanical component of an autonomous device can be controlled based on classification of the unlabeled input pattern.

Find Patent Forward Citations

Cao, Yongqiang. (2020). Method and system for distributed coding and learning in neuromorphic networks for pattern recognition (U.S. Patent No. 10706355). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10706355

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

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