Monitoring and retraining neural network
US6067535A · kind A · utility
Assignee
Inventors
Key dates
| Filing date | Jun 5, 1997 |
| Grant date | May 23, 2000 |
| Priority date | — |
| Expiry date | Jun 5, 2017 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG07F7/08
- WIPO fieldIT methods for management
- WIPO sectorElectrical engineering
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: PA1 (i) monitoring the performance of the first neural network in processing the information; PA1 (ii) creating a second neural network of the same topology as the first when a predetermined performance threshold is reached, and PA1 (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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.