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Information processing apparatus, information processing method, pattern recognition apparatus, and pattern recognition method

  • US 20050283450A1
  • Filed: 06/10/2005
  • Published: 12/22/2005
  • Est. Priority Date: 06/11/2004
  • Status: Active Grant
First Claim
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1. An information processing apparatus which includes a data input layer and an arithmetic processing layer having at least one layer level and a plurality of processing modules corresponding to a plurality of feature classes to be detected and executes parallel hierarchical processing, said apparatus comprising:

  • at least one processing module which has finished learning, which includes a plurality of neurons having a receptor field structure used to detect a predetermined feature class in the arithmetic processing layer of at least one predetermined layer level; and

    at least one processing module which has not finished learning yet, which includes a plurality of neurons which should learn an unlearned feature class and have an undetermined receptor field structure, wherein learning necessary for detection of a new feature class is executed in said processing module which has not finished learning yet by presenting a predetermined pattern to the data input layer.

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