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Title:
DEVICE AND METHOD FOR MONITORING/TRAINING NEURAL NETWORK
Document Type and Number:
Japanese Patent JPH07225748
Kind Code:
A
Abstract:

PURPOSE: To eliminate the need of training in all patterns by connecting an ART module and a target output pattern, executing mapping between recognition classification and the target output pattern, triggering a warning test and deciding closeness between the recognition classification and the target output pattern in the test.

CONSTITUTION: A correction ARTMAP circuit network 200 contains the ART module 225 receiving an input vector 210 and uses the ART two neural circuit network. The ART module 225 is connected to a mapping field 230 receiving the target output pattern 220 as input. The field 230 executes mapping between recognition classification from the ART module 225 and the target output pattern 220. The mapping field 230 triggers the warning test 240 deciding closeness between the recognition classification and the target pattern 220. During the training of the correction ARTMAP circuit network 200, the input pattern 210 and the desired output pattern 220 are outputted to the circuit network 200.


Inventors:
Huang, Hsin-hao
Lin, Shui-shun
Knapp, Gerald M.
Wang, Hsu-pin
Application Number:
JP1994000318967
Publication Date:
August 22, 1995
Filing Date:
December 22, 1994
Export Citation:
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Assignee:
CATERPILLAR INC
International Classes:
G06F15/18; G06K9/62; G06N3/04; G06N3/08; (IPC1-7): G06F15/18
Attorney, Agent or Firm:
中村 稔 (外6名)



 
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