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Hierarchical temporal memory (HTM) system deployed as web service

  • US 8,732,098 B2
  • Filed: 03/08/2012
  • Issued: 05/20/2014
  • Est. Priority Date: 02/10/2006
  • Status: Active Grant
First Claim
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1. A server system comprising a processor and a memory device, the server system comprising:

  • a gateway server configured to receive, via a communication network, requests to perform inference or classification on associated input data sets from a plurality of client devices, the gateway server further configured to receive the input data sets via the communication network wherein each input data set is associated with a request to perform inference or classification; and

    a first hierarchical temporal memory (HTM) server for running a first HTM network, the first HTM network coupled to the gateway server to receive the input data from the gateway server, the HTM network comprising;

    a first node for receiving the input data sets and generating a first vector representing information about patterns and sequences in the input data sets corresponding to learned patterns and sequences; and

    a second node associated with the first node to generate and output a second vector based on the first vector, the second vector representing information about causes of the input data sets.

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