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US Patent 7561743 Reference data recognition and learning method and pattern recognition system

Patent 7561743 was granted and assigned to Hiroshima University on July, 2009 by the United States Patent and Trademark Office.

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Current Assignee
Hiroshima University
Hiroshima University
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
7561743
Patent Inventor Names
Tetsushi Koide1
Hans Jurgen Mattausch1
Masahiro Mizokami1
Date of Patent
July 14, 2009
Patent Application Number
11015038
Date Filed
December 20, 2004
Patent Primary Examiner
‌
Daniel G Mariam
Patent abstract

In an associative memory, when a reference data having the minimum distance with respect to an input data is detected as winner, it is determined whether or not a distance between the input data and winner is less than a threshold value. If the distance is less than the threshold value, it is determined that the reference data detected as winner matches with the input data, and then, a rank of the reference data is improved. If the distance is more than the threshold value, it is determined that the reference data is data different from the input data, and then, the input data is written as new reference data to the associative memory and replaces the reference data with the lowest rank. The upper positions of rank form as a long-term memory, and the lower positions thereof form as a short-term memory.

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