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US Patent 10275720 Temporal memory using sparse distributed representation

Patent 10275720 was granted and assigned to Numenta on April, 2019 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
Numenta
Numenta
Current Assignee
Numenta
Numenta
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10275720
Patent Inventor Names
Subutai Ahmad0
Anosh Raj0
Jeffrey C. Hawkins0
Ronald Marianetti, II0
Date of Patent
April 30, 2019
Patent Application Number
14880034
Date Filed
October 9, 2015
Patent Citations Received
‌
US Patent 11270202 Temporal memory using sparse distributed representation
0
‌
US Patent 11651277 Sparse distributed representation for networked processing in predictive system
0
Patent Primary Examiner
‌
Alan Chen
Patent abstract

A processing node in a temporal memory system includes a spatial pooler and a sequence processor. The spatial pooler generates a spatial pooler signal representing similarity between received spatial patterns in an input signal and stored co-occurrence patterns. The spatial pooler signal is represented by a combination of elements that are active or inactive. Each co-occurrence pattern is mapped to different subsets of elements of an input signal. The spatial pooler signal is fed to a sequence processor receiving and processed to learn, recognize and predict temporal sequences in the input signal. The sequence processor includes one or more columns, each column including one or more cells. A subset of columns may be selected by the spatial pooler signal, causing one or more cells in these columns to activate.

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