Method and apparatus for learning data, method and apparatus...

Details Method and apparatus for learning data, method and apparatus... Method and apparatus for learning data, method and apparatus...

2008-03-18

2008-03-18

Alam, Shahid (Department: 2166)

Data processing: artificial intelligence

Neural network

Learning method

C706S012000, C706S016000, C707S793000, C707S793000

Reexamination Certificate

active

11396836

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.

REFERENCES:
patent: 5307444 (1994-04-01), Tsuboka
patent: 5724487 (1998-03-01), Streit
patent: 5870729 (1999-02-01), Yoda
patent: 6449591 (2002-09-01), Kondo et al.
patent: 2006/0164997 (2006-07-01), Graepel et al.

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