Monitoring and retraining neural network
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United States of America Patent
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May 23, 2000
Grant Date -
N/A
app pub date -
Jun 5, 1997
filing date -
Jan 21, 1997
priority date (Note) -
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Abstract
A method of managing the processing of information using a first neural network, the information relating to the transmission of messages in a telecommunications network, uses the steps of: (i) monitoring the performance of the first neural network in processing the information; (ii) creating a second neural network of the same topology as the first when a predetermined performance threshold is reached, and (iii) retraining the second neural network while continuing to process the information using the first neural network. If the neural networks are implemented using objects, such retraining can be facilitated by using a persistance mechanism to enable the objects to be stored and moved. Applications in fraud detection.
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