Invention Grant
US07899775B2 Belief propagation in a hierarchical temporal memory based system
有权
信仰传播在一个基于分层时间记忆的系统中
- Patent Title: Belief propagation in a hierarchical temporal memory based system
- Patent Title (中): 信仰传播在一个基于分层时间记忆的系统中
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Application No.: US11622458Application Date: 2007-01-11
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Publication No.: US07899775B2Publication Date: 2011-03-01
- Inventor: Dileep George , Jeffrey Hawkins
- Applicant: Dileep George , Jeffrey Hawkins
- Applicant Address: US CA Redwood City
- Assignee: Numenta, Inc.
- Current Assignee: Numenta, Inc.
- Current Assignee Address: US CA Redwood City
- Agency: Fenwick & West LLP
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06N3/02

Abstract:
A hierarchy of computing modules is configured to (i) learn a cause of input data sensed over space and time, and (ii) determine a cause of novel sensed input data dependent on the learned cause. The hierarchy has a first level of computing modules and a second level of at least one computing module, wherein a computing module in the first level is configured to output to the computing module in the second level a first set of values representing probabilities of possible causes of input data received by the system.
Public/Granted literature
- US20070192271A1 BELIEF PROPAGATION IN A HIERARCHICAL TEMPORAL MEMORY BASED SYSTEM Public/Granted day:2007-08-16
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