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:
Aug. 06, 2013

Filed:

Sep. 07, 2011
Applicants:

Robert G. Jaros, San Francisco, CA (US);

Jeffrey L. Edwards, Menlo Park, CA (US);

Dileep George, Menlo Park, CA (US);

Jeffrey C. Hawkins, Atherton, CA (US);

Inventors:

Robert G. Jaros, San Francisco, CA (US);

Jeffrey L. Edwards, Menlo Park, CA (US);

Dileep George, Menlo Park, CA (US);

Jeffrey C. Hawkins, Atherton, CA (US);

Assignee:

Numenta, Inc., Redwood City, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06F 9/44 (2006.01); G06N 7/02 (2006.01); G06N 7/06 (2006.01);
U.S. Cl.
CPC ...
Abstract

A spatio-temporal learning node is a type of HTM node which learns both spatial and temporal groups of sensed input patterns over time. Spatio-temporal learning nodes comprise spatial poolers which are used to determine spatial groups in a set of sensed input patterns. The spatio-temporal learning nodes further comprise temporal poolers which are used to determine groups of sensed input patterns that temporally co-occur. A spatio-temporal learning network is a hierarchical network including a plurality of spatio-temporal learning nodes.


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