Method and apparatus for learning data, method and apparatus for generating data, and computer program
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United States of America Patent
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Mar 18, 2008
Grant Date -
Nov 2, 2006
app pub date -
Apr 3, 2006
filing date -
Apr 5, 2005
priority date (Note) -
Expired
status (Latency Note)
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Abstract
A learning apparatus for learning time series data in a link model including a plurality of input time series pattern storage networks and a plurality of output time series pattern storage networks with nodes of the input time series pattern storage networks linked to nodes of the output time series pattern storage networks, includes a learning unit for updating in a self-organizing manner each of the plurality of input time series pattern storage networks and updating in a self-organizing manner each of the plurality of output time series pattern storage networks and a link relationship updating unit for updating a link relationship between each node of the output time series pattern storage network and an input winner node, and updating a link relationship between each node of the input time series pattern storage network and an output winner node.
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